From 87ed25ba6d0a56bf49e02ae6c1a4c9ad3bbe3bd2 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 27 May 2025 12:31:12 -0700 Subject: [PATCH 01/47] Bump h11 in /examples/integrations/crewai/crewai-tutorial (#3) Bumps [h11](https://github.com/python-hyper/h11) from 0.14.0 to 0.16.0. - [Commits](https://github.com/python-hyper/h11/compare/v0.14.0...v0.16.0) --- updated-dependencies: - dependency-name: h11 dependency-version: 0.16.0 dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- .../crewai/crewai-tutorial/poetry.lock | 374 +++++++++++++++--- 1 file changed, 314 insertions(+), 60 deletions(-) diff --git a/examples/integrations/crewai/crewai-tutorial/poetry.lock b/examples/integrations/crewai/crewai-tutorial/poetry.lock index 2661f94..bcff0d9 100644 --- a/examples/integrations/crewai/crewai-tutorial/poetry.lock +++ b/examples/integrations/crewai/crewai-tutorial/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand. [[package]] name = "aiohappyeyeballs" @@ -6,6 +6,7 @@ version = "2.4.0" description = "Happy Eyeballs for asyncio" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "aiohappyeyeballs-2.4.0-py3-none-any.whl", hash = "sha256:7ce92076e249169a13c2f49320d1967425eaf1f407522d707d59cac7628d62bd"}, {file = "aiohappyeyeballs-2.4.0.tar.gz", hash = "sha256:55a1714f084e63d49639800f95716da97a1f173d46a16dfcfda0016abb93b6b2"}, @@ -17,6 +18,7 @@ version = "3.10.5" description = "Async http client/server framework (asyncio)" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "aiohttp-3.10.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:18a01eba2574fb9edd5f6e5fb25f66e6ce061da5dab5db75e13fe1558142e0a3"}, {file = "aiohttp-3.10.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:94fac7c6e77ccb1ca91e9eb4cb0ac0270b9fb9b289738654120ba8cebb1189c6"}, @@ -120,7 +122,7 @@ multidict = ">=4.5,<7.0" yarl = ">=1.0,<2.0" [package.extras] -speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"] +speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.2.0) ; sys_platform == \"linux\" or sys_platform == \"darwin\"", "brotlicffi ; platform_python_implementation != \"CPython\""] [[package]] name = "aiosignal" @@ -128,6 +130,7 @@ version = "1.3.1" description = "aiosignal: a list of registered asynchronous callbacks" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "aiosignal-1.3.1-py3-none-any.whl", hash = "sha256:f8376fb07dd1e86a584e4fcdec80b36b7f81aac666ebc724e2c090300dd83b17"}, {file = "aiosignal-1.3.1.tar.gz", hash = "sha256:54cd96e15e1649b75d6c87526a6ff0b6c1b0dd3459f43d9ca11d48c339b68cfc"}, @@ -142,6 +145,7 @@ version = "1.13.2" description = "A database migration tool for SQLAlchemy." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "alembic-1.13.2-py3-none-any.whl", hash = "sha256:6b8733129a6224a9a711e17c99b08462dbf7cc9670ba8f2e2ae9af860ceb1953"}, {file = "alembic-1.13.2.tar.gz", hash = "sha256:1ff0ae32975f4fd96028c39ed9bb3c867fe3af956bd7bb37343b54c9fe7445ef"}, @@ -153,7 +157,7 @@ SQLAlchemy = ">=1.3.0" typing-extensions = ">=4" [package.extras] -tz = ["backports.zoneinfo"] +tz = ["backports.zoneinfo ; python_version < \"3.9\""] [[package]] name = "annotated-types" @@ -161,6 +165,7 @@ version = "0.7.0" description = "Reusable constraint types to use with typing.Annotated" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, @@ -172,6 +177,7 @@ version = "4.4.0" description = "High level compatibility layer for multiple asynchronous event loop implementations" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"}, {file = "anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94"}, @@ -183,7 +189,7 @@ sniffio = ">=1.1" [package.extras] doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] -test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"] +test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\""] trio = ["trio (>=0.23)"] [[package]] @@ -192,6 +198,7 @@ version = "1.4.4" description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." optional = false python-versions = "*" +groups = ["main"] files = [ {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"}, {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"}, @@ -203,6 +210,7 @@ version = "3.8.1" description = "ASGI specs, helper code, and adapters" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "asgiref-3.8.1-py3-none-any.whl", hash = "sha256:3e1e3ecc849832fe52ccf2cb6686b7a55f82bb1d6aee72a58826471390335e47"}, {file = "asgiref-3.8.1.tar.gz", hash = "sha256:c343bd80a0bec947a9860adb4c432ffa7db769836c64238fc34bdc3fec84d590"}, @@ -217,6 +225,7 @@ version = "3.2.4" description = "An abstract syntax tree for Python with inference support." optional = false python-versions = ">=3.8.0" +groups = ["dev"] files = [ {file = "astroid-3.2.4-py3-none-any.whl", hash = "sha256:413658a61eeca6202a59231abb473f932038fbcbf1666587f66d482083413a25"}, {file = "astroid-3.2.4.tar.gz", hash = "sha256:0e14202810b30da1b735827f78f5157be2bbd4a7a59b7707ca0bfc2fb4c0063a"}, @@ -228,18 +237,19 @@ version = "24.2.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"}, {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"}, ] [package.extras] -benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"] -cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] -dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.9\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.9\" and python_version < \"3.13\"", "pytest-xdist[psutil]"] +cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.9\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.9\" and python_version < \"3.13\"", "pytest-xdist[psutil]"] +dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.9\"", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.9\" and python_version < \"3.13\"", "pytest-xdist[psutil]"] docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"] -tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] -tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"] +tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.9\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.9\" and python_version < \"3.13\"", "pytest-xdist[psutil]"] +tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.9\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.9\" and python_version < \"3.13\""] [[package]] name = "auth0-python" @@ -247,6 +257,7 @@ version = "4.7.2" description = "" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "auth0_python-4.7.2-py3-none-any.whl", hash = "sha256:df2224f9b1e170b3aa12d8bc7ff02eadb7cc229307a09ec6b8a55fd1e0e05dc8"}, {file = "auth0_python-4.7.2.tar.gz", hash = "sha256:5d36b7f26defa946c0a548dddccf0451fc62e9f8e61fd0138c5025ad2506ba8b"}, @@ -265,6 +276,7 @@ version = "2.2.1" description = "Function decoration for backoff and retry" optional = false python-versions = ">=3.7,<4.0" +groups = ["main"] files = [ {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"}, {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"}, @@ -276,6 +288,7 @@ version = "4.2.0" description = "Modern password hashing for your software and your servers" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "bcrypt-4.2.0-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:096a15d26ed6ce37a14c1ac1e48119660f21b24cba457f160a4b830f3fe6b5cb"}, {file = "bcrypt-4.2.0-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c02d944ca89d9b1922ceb8a46460dd17df1ba37ab66feac4870f6862a1533c00"}, @@ -316,6 +329,7 @@ version = "4.12.3" description = "Screen-scraping library" optional = false python-versions = ">=3.6.0" +groups = ["main"] files = [ {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"}, {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"}, @@ -337,6 +351,7 @@ version = "24.8.0" description = "The uncompromising code formatter." optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "black-24.8.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:09cdeb74d494ec023ded657f7092ba518e8cf78fa8386155e4a03fdcc44679e6"}, {file = "black-24.8.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:81c6742da39f33b08e791da38410f32e27d632260e599df7245cccee2064afeb"}, @@ -371,7 +386,7 @@ platformdirs = ">=2" [package.extras] colorama = ["colorama (>=0.4.3)"] -d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"] +d = ["aiohttp (>=3.7.4) ; sys_platform != \"win32\" or implementation_name != \"pypy\"", "aiohttp (>=3.7.4,!=3.9.0) ; sys_platform == \"win32\" and implementation_name == \"pypy\""] jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"] uvloop = ["uvloop (>=0.15.2)"] @@ -381,6 +396,7 @@ version = "1.35.20" description = "The AWS SDK for Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "boto3-1.35.20-py3-none-any.whl", hash = "sha256:aaddbeb8c37608492f2c8286d004101464833d4c6e49af44601502b8b18785ed"}, {file = "boto3-1.35.20.tar.gz", hash = "sha256:47e89d95964f10beee21ee723c3290874fddf364269bd97d200e8bfa9bf93a06"}, @@ -400,6 +416,7 @@ version = "1.35.20" description = "Low-level, data-driven core of boto 3." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "botocore-1.35.20-py3-none-any.whl", hash = "sha256:62412038f960691a299e60492f9ee7e8e75af563f2eca7f3640b3b54b8f5d236"}, {file = "botocore-1.35.20.tar.gz", hash = "sha256:82ad8a73fcd5852d127461c8dadbe40bf679f760a4efb0dde8d4d269ad3f126f"}, @@ -419,6 +436,7 @@ version = "1.2.2" description = "A simple, correct Python build frontend" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "build-1.2.2-py3-none-any.whl", hash = "sha256:277ccc71619d98afdd841a0e96ac9fe1593b823af481d3b0cea748e8894e0613"}, {file = "build-1.2.2.tar.gz", hash = "sha256:119b2fb462adef986483438377a13b2f42064a2a3a4161f24a0cca698a07ac8c"}, @@ -431,7 +449,7 @@ pyproject_hooks = "*" [package.extras] docs = ["furo (>=2023.08.17)", "sphinx (>=7.0,<8.0)", "sphinx-argparse-cli (>=1.5)", "sphinx-autodoc-typehints (>=1.10)", "sphinx-issues (>=3.0.0)"] -test = ["build[uv,virtualenv]", "filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0)", "setuptools (>=56.0.0)", "setuptools (>=56.0.0)", "setuptools (>=67.8.0)", "wheel (>=0.36.0)"] +test = ["build[uv,virtualenv]", "filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0) ; python_version < \"3.10\"", "setuptools (>=56.0.0) ; python_version == \"3.10\"", "setuptools (>=56.0.0) ; python_version == \"3.11\"", "setuptools (>=67.8.0) ; python_version >= \"3.12\"", "wheel (>=0.36.0)"] typing = ["build[uv]", "importlib-metadata (>=5.1)", "mypy (>=1.9.0,<1.10.0)", "tomli", "typing-extensions (>=3.7.4.3)"] uv = ["uv (>=0.1.18)"] virtualenv = ["virtualenv (>=20.0.35)"] @@ -442,6 +460,7 @@ version = "0.14.0" description = "httplib2 caching for requests" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "cachecontrol-0.14.0-py3-none-any.whl", hash = "sha256:f5bf3f0620c38db2e5122c0726bdebb0d16869de966ea6a2befe92470b740ea0"}, {file = "cachecontrol-0.14.0.tar.gz", hash = "sha256:7db1195b41c81f8274a7bbd97c956f44e8348265a1bc7641c37dfebc39f0c938"}, @@ -463,6 +482,7 @@ version = "5.5.0" description = "Extensible memoizing collections and decorators" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "cachetools-5.5.0-py3-none-any.whl", hash = "sha256:02134e8439cdc2ffb62023ce1debca2944c3f289d66bb17ead3ab3dede74b292"}, {file = "cachetools-5.5.0.tar.gz", hash = "sha256:2cc24fb4cbe39633fb7badd9db9ca6295d766d9c2995f245725a46715d050f2a"}, @@ -474,6 +494,7 @@ version = "2024.8.30" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"}, {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"}, @@ -485,6 +506,8 @@ version = "1.17.1" description = "Foreign Function Interface for Python calling C code." optional = false python-versions = ">=3.8" +groups = ["main"] +markers = "platform_python_implementation != \"PyPy\" or sys_platform == \"darwin\" or os_name == \"nt\" and implementation_name != \"pypy\"" files = [ {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"}, {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"}, @@ -564,6 +587,7 @@ version = "3.3.2" description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet." optional = false python-versions = ">=3.7.0" +groups = ["main"] files = [ {file = "charset-normalizer-3.3.2.tar.gz", hash = "sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5"}, {file = "charset_normalizer-3.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:25baf083bf6f6b341f4121c2f3c548875ee6f5339300e08be3f2b2ba1721cdd3"}, @@ -663,6 +687,7 @@ version = "0.7.3" description = "Chromas fork of hnswlib" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "chroma-hnswlib-0.7.3.tar.gz", hash = "sha256:b6137bedde49fffda6af93b0297fe00429fc61e5a072b1ed9377f909ed95a932"}, {file = "chroma_hnswlib-0.7.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:59d6a7c6f863c67aeb23e79a64001d537060b6995c3eca9a06e349ff7b0998ca"}, @@ -700,6 +725,7 @@ version = "0.4.24" description = "Chroma." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "chromadb-0.4.24-py3-none-any.whl", hash = "sha256:3a08e237a4ad28b5d176685bd22429a03717fe09d35022fb230d516108da01da"}, {file = "chromadb-0.4.24.tar.gz", hash = "sha256:a5c80b4e4ad9b236ed2d4899a5b9e8002b489293f2881cb2cadab5b199ee1c72"}, @@ -741,6 +767,7 @@ version = "2.1.0" description = "Cleo allows you to create beautiful and testable command-line interfaces." optional = false python-versions = ">=3.7,<4.0" +groups = ["main"] files = [ {file = "cleo-2.1.0-py3-none-any.whl", hash = "sha256:4a31bd4dd45695a64ee3c4758f583f134267c2bc518d8ae9a29cf237d009b07e"}, {file = "cleo-2.1.0.tar.gz", hash = "sha256:0b2c880b5d13660a7ea651001fb4acb527696c01f15c9ee650f377aa543fd523"}, @@ -756,6 +783,7 @@ version = "8.1.7" description = "Composable command line interface toolkit" optional = false python-versions = ">=3.7" +groups = ["main", "dev"] files = [ {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"}, {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"}, @@ -770,6 +798,7 @@ version = "5.9.2" description = "" optional = false python-versions = "<4.0,>=3.8" +groups = ["main"] files = [ {file = "cohere-5.9.2-py3-none-any.whl", hash = "sha256:169ee06b0a54f8a913d42b19123bd72c1a72833275d544a52606d307f5547a7b"}, {file = "cohere-5.9.2.tar.gz", hash = "sha256:1860c527b2a8a5593873a342b0bf572220b6db7966c0782076b3f2740ab3d94d"}, @@ -794,10 +823,12 @@ version = "0.4.6" description = "Cross-platform colored terminal text." optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" +groups = ["main", "dev"] files = [ {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"}, {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"}, ] +markers = {main = "platform_system == \"Windows\" or os_name == \"nt\" or sys_platform == \"win32\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""} [[package]] name = "coloredlogs" @@ -805,6 +836,7 @@ version = "15.0.1" description = "Colored terminal output for Python's logging module" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +groups = ["main"] files = [ {file = "coloredlogs-15.0.1-py2.py3-none-any.whl", hash = "sha256:612ee75c546f53e92e70049c9dbfcc18c935a2b9a53b66085ce9ef6a6e5c0934"}, {file = "coloredlogs-15.0.1.tar.gz", hash = "sha256:7c991aa71a4577af2f82600d8f8f3a89f936baeaf9b50a9c197da014e5bf16b0"}, @@ -822,6 +854,7 @@ version = "0.4.1" description = "Manage Python errors with ease" optional = false python-versions = ">=3.7,<4.0" +groups = ["main"] files = [ {file = "crashtest-0.4.1-py3-none-any.whl", hash = "sha256:8d23eac5fa660409f57472e3851dab7ac18aba459a8d19cbbba86d3d5aecd2a5"}, {file = "crashtest-0.4.1.tar.gz", hash = "sha256:80d7b1f316ebfbd429f648076d6275c877ba30ba48979de4191714a75266f0ce"}, @@ -833,6 +866,7 @@ version = "0.60.0" description = "Cutting-edge framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks." optional = false python-versions = "<=3.13,>=3.10" +groups = ["main"] files = [ {file = "crewai-0.60.0-py3-none-any.whl", hash = "sha256:69f266cf547903c5fb2d1621de5d735707ebf16e6d0481951bf798582bd81562"}, {file = "crewai-0.60.0.tar.gz", hash = "sha256:0f4c5d9f3c7366d58605e6111eb622b6c425a3d2fb83775795c7d281e48fa8e3"}, @@ -868,6 +902,7 @@ version = "0.12.0" description = "Set of tools for the crewAI framework" optional = false python-versions = "<=3.13,>=3.10" +groups = ["main"] files = [ {file = "crewai_tools-0.12.0-py3-none-any.whl", hash = "sha256:cd1fce27960a1dee99f63f3ae276797feed1b09443d6fdeb62c557855188cc50"}, {file = "crewai_tools-0.12.0.tar.gz", hash = "sha256:1f327d4cf436d6f34cf440c0067fac7a67d5256dc279fe8d829219eddbf79ee1"}, @@ -895,6 +930,7 @@ version = "43.0.1" description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "cryptography-43.0.1-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:8385d98f6a3bf8bb2d65a73e17ed87a3ba84f6991c155691c51112075f9ffc5d"}, {file = "cryptography-43.0.1-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:27e613d7077ac613e399270253259d9d53872aaf657471473ebfc9a52935c062"}, @@ -944,6 +980,7 @@ version = "0.6.7" description = "Easily serialize dataclasses to and from JSON." optional = false python-versions = "<4.0,>=3.7" +groups = ["main"] files = [ {file = "dataclasses_json-0.6.7-py3-none-any.whl", hash = "sha256:0dbf33f26c8d5305befd61b39d2b3414e8a407bedc2834dea9b8d642666fb40a"}, {file = "dataclasses_json-0.6.7.tar.gz", hash = "sha256:b6b3e528266ea45b9535223bc53ca645f5208833c29229e847b3f26a1cc55fc0"}, @@ -959,6 +996,7 @@ version = "5.1.1" description = "Decorators for Humans" optional = false python-versions = ">=3.5" +groups = ["main"] files = [ {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"}, {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"}, @@ -970,6 +1008,7 @@ version = "1.2.14" description = "Python @deprecated decorator to deprecate old python classes, functions or methods." optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +groups = ["main"] files = [ {file = "Deprecated-1.2.14-py2.py3-none-any.whl", hash = "sha256:6fac8b097794a90302bdbb17b9b815e732d3c4720583ff1b198499d78470466c"}, {file = "Deprecated-1.2.14.tar.gz", hash = "sha256:e5323eb936458dccc2582dc6f9c322c852a775a27065ff2b0c4970b9d53d01b3"}, @@ -987,6 +1026,7 @@ version = "2.1.0" description = "A library to handle automated deprecations" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "deprecation-2.1.0-py2.py3-none-any.whl", hash = "sha256:a10811591210e1fb0e768a8c25517cabeabcba6f0bf96564f8ff45189f90b14a"}, {file = "deprecation-2.1.0.tar.gz", hash = "sha256:72b3bde64e5d778694b0cf68178aed03d15e15477116add3fb773e581f9518ff"}, @@ -1001,6 +1041,7 @@ version = "0.3.8" description = "serialize all of Python" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "dill-0.3.8-py3-none-any.whl", hash = "sha256:c36ca9ffb54365bdd2f8eb3eff7d2a21237f8452b57ace88b1ac615b7e815bd7"}, {file = "dill-0.3.8.tar.gz", hash = "sha256:3ebe3c479ad625c4553aca177444d89b486b1d84982eeacded644afc0cf797ca"}, @@ -1016,6 +1057,7 @@ version = "0.3.8" description = "Distribution utilities" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "distlib-0.3.8-py2.py3-none-any.whl", hash = "sha256:034db59a0b96f8ca18035f36290806a9a6e6bd9d1ff91e45a7f172eb17e51784"}, {file = "distlib-0.3.8.tar.gz", hash = "sha256:1530ea13e350031b6312d8580ddb6b27a104275a31106523b8f123787f494f64"}, @@ -1027,6 +1069,7 @@ version = "1.9.0" description = "Distro - an OS platform information API" optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"}, {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"}, @@ -1038,6 +1081,7 @@ version = "7.1.0" description = "A Python library for the Docker Engine API." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "docker-7.1.0-py3-none-any.whl", hash = "sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0"}, {file = "docker-7.1.0.tar.gz", hash = "sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c"}, @@ -1060,6 +1104,7 @@ version = "0.16" description = "Parse Python docstrings in reST, Google and Numpydoc format" optional = false python-versions = ">=3.6,<4.0" +groups = ["main"] files = [ {file = "docstring_parser-0.16-py3-none-any.whl", hash = "sha256:bf0a1387354d3691d102edef7ec124f219ef639982d096e26e3b60aeffa90637"}, {file = "docstring_parser-0.16.tar.gz", hash = "sha256:538beabd0af1e2db0146b6bd3caa526c35a34d61af9fd2887f3a8a27a739aa6e"}, @@ -1071,6 +1116,7 @@ version = "0.8" description = "A pure python-based utility to extract text and images from docx files." optional = false python-versions = "*" +groups = ["main"] files = [ {file = "docx2txt-0.8.tar.gz", hash = "sha256:2c06d98d7cfe2d3947e5760a57d924e3ff07745b379c8737723922e7009236e5"}, ] @@ -1081,6 +1127,7 @@ version = "0.21.7" description = "Python Git Library" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "dulwich-0.21.7-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d4c0110798099bb7d36a110090f2688050703065448895c4f53ade808d889dd3"}, {file = "dulwich-0.21.7-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2bc12697f0918bee324c18836053644035362bb3983dc1b210318f2fed1d7132"}, @@ -1168,6 +1215,7 @@ version = "0.1.121" description = "Simplest open source retrieval (RAG) framework" optional = false python-versions = "<=3.13,>=3.9" +groups = ["main"] files = [ {file = "embedchain-0.1.121-py3-none-any.whl", hash = "sha256:c756e8750fb9e3431b6d2a0b0dfbb0dfebeae2d7669d3dd6894311a632abfe77"}, {file = "embedchain-0.1.121.tar.gz", hash = "sha256:1427a43fd92b0e5303d0d733ebcd5310df14da8bd8dba0b08818d0d3658e7c3e"}, @@ -1220,6 +1268,7 @@ version = "0.114.2" description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "fastapi-0.114.2-py3-none-any.whl", hash = "sha256:44474a22913057b1acb973ab90f4b671ba5200482e7622816d79105dcece1ac5"}, {file = "fastapi-0.114.2.tar.gz", hash = "sha256:0adb148b62edb09e8c6eeefa3ea934e8f276dabc038c5a82989ea6346050c3da"}, @@ -1240,6 +1289,7 @@ version = "1.9.7" description = "Fast read/write of AVRO files" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "fastavro-1.9.7-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cc811fb4f7b5ae95f969cda910241ceacf82e53014c7c7224df6f6e0ca97f52f"}, {file = "fastavro-1.9.7-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fb8749e419a85f251bf1ac87d463311874972554d25d4a0b19f6bdc56036d7cf"}, @@ -1286,6 +1336,7 @@ version = "2.20.0" description = "Fastest Python implementation of JSON schema" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "fastjsonschema-2.20.0-py3-none-any.whl", hash = "sha256:5875f0b0fa7a0043a91e93a9b8f793bcbbba9691e7fd83dca95c28ba26d21f0a"}, {file = "fastjsonschema-2.20.0.tar.gz", hash = "sha256:3d48fc5300ee96f5d116f10fe6f28d938e6008f59a6a025c2649475b87f76a23"}, @@ -1300,6 +1351,7 @@ version = "3.16.0" description = "A platform independent file lock." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "filelock-3.16.0-py3-none-any.whl", hash = "sha256:f6ed4c963184f4c84dd5557ce8fece759a3724b37b80c6c4f20a2f63a4dc6609"}, {file = "filelock-3.16.0.tar.gz", hash = "sha256:81de9eb8453c769b63369f87f11131a7ab04e367f8d97ad39dc230daa07e3bec"}, @@ -1308,7 +1360,7 @@ files = [ [package.extras] docs = ["furo (>=2024.8.6)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4)"] testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "diff-cover (>=9.1.1)", "pytest (>=8.3.2)", "pytest-asyncio (>=0.24)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.26.3)"] -typing = ["typing-extensions (>=4.12.2)"] +typing = ["typing-extensions (>=4.12.2) ; python_version < \"3.11\""] [[package]] name = "flake8" @@ -1316,6 +1368,7 @@ version = "7.1.1" description = "the modular source code checker: pep8 pyflakes and co" optional = false python-versions = ">=3.8.1" +groups = ["dev"] files = [ {file = "flake8-7.1.1-py2.py3-none-any.whl", hash = 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= "1.66.0" description = "Vertex AI API client library" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "google-cloud-aiplatform-1.66.0.tar.gz", hash = "sha256:e95a2b45087e0e2cbfed9ffaf3f10aa8ef3fa2e5642f067246181b5c7b9b2b04"}, {file = "google_cloud_aiplatform-1.66.0-py2.py3-none-any.whl", hash = "sha256:3f7de6aab42f67b933a36bfb1354e36a5256f45780df92ac8b1b6361a145af49"}, @@ -1537,10 +1596,10 @@ shapely = "<3.0.0dev" [package.extras] autologging = ["mlflow (>=1.27.0,<=2.1.1)"] cloud-profiler = ["tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "werkzeug (>=2.0.0,<2.1.0dev)"] -datasets = ["pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)"] +datasets = ["pyarrow (>=10.0.1) ; python_version == \"3.11\"", "pyarrow (>=14.0.0) ; python_version >= \"3.12\"", "pyarrow (>=3.0.0,<8.0dev) ; python_version < \"3.11\""] endpoint = ["requests (>=2.28.1)"] evaluation = ["pandas (>=1.0.0,<2.2.0)", "tqdm (>=4.23.0)"] 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"importlib-metadata (>=1.0.0)", "pandas (>=1.1.0)", "pyarrow (>=3.0.0)"] +pandas = ["db-dtypes (>=0.3.0,<2.0.0dev)", "importlib-metadata (>=1.0.0) ; python_version < \"3.8\"", "pandas (>=1.1.0)", "pyarrow (>=3.0.0)"] tqdm = ["tqdm (>=4.7.4,<5.0.0dev)"] [[package]] @@ -1594,6 +1654,7 @@ version = "2.4.1" description = "Google Cloud API client core library" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "google-cloud-core-2.4.1.tar.gz", hash = "sha256:9b7749272a812bde58fff28868d0c5e2f585b82f37e09a1f6ed2d4d10f134073"}, {file = "google_cloud_core-2.4.1-py2.py3-none-any.whl", hash = "sha256:a9e6a4422b9ac5c29f79a0ede9485473338e2ce78d91f2370c01e730eab22e61"}, @@ -1612,6 +1673,7 @@ version = "1.12.5" description = "Google Cloud Resource Manager API client library" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "google_cloud_resource_manager-1.12.5-py2.py3-none-any.whl", hash = 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GPTCache works as a memcache for AIGC applications, similar to how Redis works for traditional applications." optional = false python-versions = ">=3.8.1" +groups = ["main"] files = [ {file = "gptcache-0.1.44-py3-none-any.whl", hash = "sha256:11ddd63b173dc3822b8c2eb7588ea947c825845ed0737b043038a238286bfec4"}, {file = "gptcache-0.1.44.tar.gz", hash = "sha256:d3d5e6a75c57594dc58212c2d6c53a7999c23ede30e0be66d213d885c0ad0be9"}, @@ -1744,6 +1811,7 @@ version = "3.0.3" description = "Lightweight in-process concurrent programming" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "greenlet-3.0.3-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:9da2bd29ed9e4f15955dd1595ad7bc9320308a3b766ef7f837e23ad4b4aac31a"}, {file = "greenlet-3.0.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d353cadd6083fdb056bb46ed07e4340b0869c305c8ca54ef9da3421acbdf6881"}, @@ -1815,6 +1883,7 @@ version = "0.13.1" description = "IAM API client library" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "grpc-google-iam-v1-0.13.1.tar.gz", hash = "sha256:3ff4b2fd9d990965e410965253c0da6f66205d5a8291c4c31c6ebecca18a9001"}, {file = "grpc_google_iam_v1-0.13.1-py2.py3-none-any.whl", hash = "sha256:c3e86151a981811f30d5e7330f271cee53e73bb87755e88cc3b6f0c7b5fe374e"}, @@ -1831,6 +1900,7 @@ version = "1.66.1" description = "HTTP/2-based RPC framework" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "grpcio-1.66.1-cp310-cp310-linux_armv7l.whl", hash = "sha256:4877ba180591acdf127afe21ec1c7ff8a5ecf0fe2600f0d3c50e8c4a1cbc6492"}, {file = "grpcio-1.66.1-cp310-cp310-macosx_12_0_universal2.whl", hash = "sha256:3750c5a00bd644c75f4507f77a804d0189d97a107eb1481945a0cf3af3e7a5ac"}, @@ -1889,6 +1959,7 @@ version = "1.62.3" description = "Status proto mapping for gRPC" optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "grpcio-status-1.62.3.tar.gz", hash = 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["main"] files = [ {file = "hpack-4.0.0-py3-none-any.whl", hash = "sha256:84a076fad3dc9a9f8063ccb8041ef100867b1878b25ef0ee63847a5d53818a6c"}, {file = "hpack-4.0.0.tar.gz", hash = "sha256:fc41de0c63e687ebffde81187a948221294896f6bdc0ae2312708df339430095"}, @@ -2004,30 +2079,32 @@ version = "2024.2.26" description = "Turn HTML into equivalent Markdown-structured text." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "html2text-2024.2.26.tar.gz", hash = "sha256:05f8e367d15aaabc96415376776cdd11afd5127a77fce6e36afc60c563ca2c32"}, ] [[package]] name = "httpcore" -version = "1.0.5" +version = "1.0.9" description = "A minimal low-level HTTP client." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ - {file = "httpcore-1.0.5-py3-none-any.whl", hash = "sha256:421f18bac248b25d310f3cacd198d55b8e6125c107797b609ff9b7a6ba7991b5"}, - {file = "httpcore-1.0.5.tar.gz", hash = "sha256:34a38e2f9291467ee3b44e89dd52615370e152954ba21721378a87b2960f7a61"}, + {file = "httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55"}, + {file = "httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8"}, ] [package.dependencies] certifi = "*" -h11 = ">=0.13,<0.15" +h11 = ">=0.16" [package.extras] asyncio = ["anyio (>=4.0,<5.0)"] http2 = ["h2 (>=3,<5)"] socks = ["socksio (==1.*)"] -trio = ["trio (>=0.22.0,<0.26.0)"] +trio = ["trio (>=0.22.0,<1.0)"] [[package]] name = "httptools" @@ -2035,6 +2112,7 @@ version = "0.6.1" description = "A collection of framework independent HTTP protocol utils." optional = false python-versions = ">=3.8.0" +groups = ["main"] files = [ {file = "httptools-0.6.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d2f6c3c4cb1948d912538217838f6e9960bc4a521d7f9b323b3da579cd14532f"}, {file = "httptools-0.6.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:00d5d4b68a717765b1fabfd9ca755bd12bf44105eeb806c03d1962acd9b8e563"}, @@ -2083,6 +2161,7 @@ version = "0.27.2" description = "The next generation HTTP client." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "httpx-0.27.2-py3-none-any.whl", hash = "sha256:7bb2708e112d8fdd7829cd4243970f0c223274051cb35ee80c03301ee29a3df0"}, {file = "httpx-0.27.2.tar.gz", hash = "sha256:f7c2be1d2f3c3c3160d441802406b206c2b76f5947b11115e6df10c6c65e66c2"}, @@ -2097,7 +2176,7 @@ idna = "*" sniffio = "*" [package.extras] -brotli = ["brotli", "brotlicffi"] +brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""] cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"] http2 = ["h2 (>=3,<5)"] socks = ["socksio (==1.*)"] @@ -2109,6 +2188,7 @@ version = "0.4.0" description = "Consume Server-Sent Event (SSE) messages with HTTPX." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "httpx-sse-0.4.0.tar.gz", hash = "sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721"}, {file = "httpx_sse-0.4.0-py3-none-any.whl", hash = "sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f"}, @@ -2120,6 +2200,7 @@ version = "0.25.0" description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub" optional = false python-versions = ">=3.8.0" +groups = ["main"] files = [ {file = "huggingface_hub-0.25.0-py3-none-any.whl", hash = "sha256:e2f357b35d72d5012cfd127108c4e14abcd61ba4ebc90a5a374dc2456cb34e12"}, {file = "huggingface_hub-0.25.0.tar.gz", hash = "sha256:fb5fbe6c12fcd99d187ec7db95db9110fb1a20505f23040a5449a717c1a0db4d"}, @@ -2154,6 +2235,7 @@ version = "10.0" description = "Human friendly output for text interfaces using Python" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +groups = ["main"] files = [ {file = "humanfriendly-10.0-py2.py3-none-any.whl", hash = "sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477"}, {file = "humanfriendly-10.0.tar.gz", hash = "sha256:6b0b831ce8f15f7300721aa49829fc4e83921a9a301cc7f606be6686a2288ddc"}, @@ -2168,6 +2250,7 @@ version = "6.0.1" description = "HTTP/2 framing layer for Python" optional = false python-versions = ">=3.6.1" +groups = ["main"] files = [ {file = "hyperframe-6.0.1-py3-none-any.whl", hash = "sha256:0ec6bafd80d8ad2195c4f03aacba3a8265e57bc4cff261e802bf39970ed02a15"}, {file = "hyperframe-6.0.1.tar.gz", hash = "sha256:ae510046231dc8e9ecb1a6586f63d2347bf4c8905914aa84ba585ae85f28a914"}, @@ -2179,6 +2262,7 @@ version = "3.10" description = "Internationalized Domain Names in Applications (IDNA)" optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"}, {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"}, @@ -2193,6 +2277,7 @@ version = "8.4.0" description = "Read metadata from Python packages" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "importlib_metadata-8.4.0-py3-none-any.whl", hash = "sha256:66f342cc6ac9818fc6ff340576acd24d65ba0b3efabb2b4ac08b598965a4a2f1"}, {file = "importlib_metadata-8.4.0.tar.gz", hash = "sha256:9a547d3bc3608b025f93d403fdd1aae741c24fbb8314df4b155675742ce303c5"}, @@ -2204,7 +2289,7 @@ zipp = ">=0.5" [package.extras] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] perf = ["ipython"] -test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"] +test = ["flufl.flake8", "importlib-resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] [[package]] name = "importlib-resources" @@ -2212,13 +2297,14 @@ version = "6.4.5" description = "Read resources from Python packages" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "importlib_resources-6.4.5-py3-none-any.whl", hash = "sha256:ac29d5f956f01d5e4bb63102a5a19957f1b9175e45649977264a1416783bb717"}, {file = "importlib_resources-6.4.5.tar.gz", hash = "sha256:980862a1d16c9e147a59603677fa2aa5fd82b87f223b6cb870695bcfce830065"}, ] [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=2.2)"] @@ -2231,6 +2317,7 @@ version = "2.0.0" description = "brain-dead simple config-ini parsing" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"}, {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"}, @@ -2242,6 +2329,7 @@ version = "0.7.0" description = "A library for installing Python wheels." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "installer-0.7.0-py3-none-any.whl", hash = "sha256:05d1933f0a5ba7d8d6296bb6d5018e7c94fa473ceb10cf198a92ccea19c27b53"}, {file = "installer-0.7.0.tar.gz", hash = "sha256:a26d3e3116289bb08216e0d0f7d925fcef0b0194eedfa0c944bcaaa106c4b631"}, @@ -2253,6 +2341,7 @@ version = "1.3.3" description = "structured outputs for llm" optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "instructor-1.3.3-py3-none-any.whl", hash = "sha256:94b114b39a1181fa348d162e6e4ff5c4d985324736020c0233fed5d4db444dbd"}, {file = "instructor-1.3.3.tar.gz", hash = "sha256:e27bf3c1187b0b2130ea38ecde7c2b4f571d6a5ce1397fb15c27490988b45441"}, @@ -2285,6 +2374,7 @@ version = "5.13.2" description = "A Python utility / library to sort Python imports." optional = false python-versions = ">=3.8.0" +groups = ["dev"] files = [ {file = "isort-5.13.2-py3-none-any.whl", hash = "sha256:8ca5e72a8d85860d5a3fa69b8745237f2939afe12dbf656afbcb47fe72d947a6"}, {file = "isort-5.13.2.tar.gz", hash = "sha256:48fdfcb9face5d58a4f6dde2e72a1fb8dcaf8ab26f95ab49fab84c2ddefb0109"}, @@ -2299,6 +2389,7 @@ version = "3.4.0" description = "Utility functions for Python class constructs" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "jaraco.classes-3.4.0-py3-none-any.whl", hash = "sha256:f662826b6bed8cace05e7ff873ce0f9283b5c924470fe664fff1c2f00f581790"}, {file = "jaraco.classes-3.4.0.tar.gz", hash = "sha256:47a024b51d0239c0dd8c8540c6c7f484be3b8fcf0b2d85c13825780d3b3f3acd"}, @@ -2317,6 +2408,8 @@ version = "0.8.0" description = "Low-level, pure Python DBus protocol wrapper." optional = false python-versions = ">=3.7" +groups = ["main"] +markers = "sys_platform == \"linux\"" files = [ {file = "jeepney-0.8.0-py3-none-any.whl", hash = "sha256:c0a454ad016ca575060802ee4d590dd912e35c122fa04e70306de3d076cce755"}, {file = "jeepney-0.8.0.tar.gz", hash = "sha256:5efe48d255973902f6badc3ce55e2aa6c5c3b3bc642059ef3a91247bcfcc5806"}, @@ -2324,7 +2417,7 @@ files = [ [package.extras] test = ["async-timeout", "pytest", "pytest-asyncio (>=0.17)", "pytest-trio", "testpath", "trio"] -trio = ["async_generator", "trio"] +trio = ["async_generator ; python_version == \"3.6\"", "trio"] [[package]] name = "jinja2" @@ -2332,6 +2425,7 @@ version = "3.1.4" description = "A very fast and expressive template engine." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"}, {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"}, @@ -2349,6 +2443,7 @@ version = "0.4.2" description = "Fast iterable JSON parser." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "jiter-0.4.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:c2b003ff58d14f5e182b875acd5177b2367245c19a03be9a2230535d296f7550"}, {file = "jiter-0.4.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b48c77c25f094707731cd5bad6b776046846b60a27ee20efc8fadfb10a89415f"}, @@ -2419,6 +2514,7 @@ version = "1.0.1" description = "JSON Matching Expressions" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"}, {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"}, @@ -2430,6 +2526,7 @@ version = "0.25.3" description = "A package to repair broken json strings" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "json_repair-0.25.3-py3-none-any.whl", hash = "sha256:f00b510dd21b31ebe72581bdb07e66381df2883d6f640c89605e482882c12b17"}, {file = "json_repair-0.25.3.tar.gz", hash = "sha256:4ee970581a05b0b258b749eb8bcac21de380edda97c3717a4edfafc519ec21a4"}, @@ -2441,6 +2538,7 @@ version = "1.33" description = "Apply JSON-Patches (RFC 6902)" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*" +groups = ["main"] files = [ {file = "jsonpatch-1.33-py2.py3-none-any.whl", hash = "sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade"}, {file = "jsonpatch-1.33.tar.gz", hash = "sha256:9fcd4009c41e6d12348b4a0ff2563ba56a2923a7dfee731d004e212e1ee5030c"}, @@ -2455,6 +2553,7 @@ version = "3.0.0" description = "Identify specific nodes in a JSON document (RFC 6901)" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"}, {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"}, @@ -2466,6 +2565,7 @@ version = "1.1.0" description = "jsonref is a library for automatic dereferencing of JSON Reference objects for Python." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "jsonref-1.1.0-py3-none-any.whl", hash = "sha256:590dc7773df6c21cbf948b5dac07a72a251db28b0238ceecce0a2abfa8ec30a9"}, {file = "jsonref-1.1.0.tar.gz", hash = "sha256:32fe8e1d85af0fdefbebce950af85590b22b60f9e95443176adbde4e1ecea552"}, @@ -2477,6 +2577,7 @@ version = "4.23.0" description = "An implementation of JSON Schema validation for Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"}, {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"}, @@ -2498,6 +2599,7 @@ version = "2023.12.1" description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "jsonschema_specifications-2023.12.1-py3-none-any.whl", hash = "sha256:87e4fdf3a94858b8a2ba2778d9ba57d8a9cafca7c7489c46ba0d30a8bc6a9c3c"}, {file = "jsonschema_specifications-2023.12.1.tar.gz", hash = "sha256:48a76787b3e70f5ed53f1160d2b81f586e4ca6d1548c5de7085d1682674764cc"}, @@ -2512,6 +2614,7 @@ version = "24.3.1" description = "Store and access your passwords safely." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "keyring-24.3.1-py3-none-any.whl", hash = "sha256:df38a4d7419a6a60fea5cef1e45a948a3e8430dd12ad88b0f423c5c143906218"}, {file = "keyring-24.3.1.tar.gz", hash = "sha256:c3327b6ffafc0e8befbdb597cacdb4928ffe5c1212f7645f186e6d9957a898db"}, @@ -2526,7 +2629,7 @@ SecretStorage = {version = ">=3.2", markers = "sys_platform == \"linux\""} [package.extras] completion = ["shtab (>=1.1.0)"] docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"] -testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"] +testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy ; platform_python_implementation != \"PyPy\"", "pytest-ruff (>=0.2.1)"] [[package]] name = "kubernetes" @@ -2534,6 +2637,7 @@ version = "30.1.0" description = "Kubernetes python client" optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "kubernetes-30.1.0-py2.py3-none-any.whl", hash = "sha256:e212e8b7579031dd2e512168b617373bc1e03888d41ac4e04039240a292d478d"}, {file = "kubernetes-30.1.0.tar.gz", hash = "sha256:41e4c77af9f28e7a6c314e3bd06a8c6229ddd787cad684e0ab9f69b498e98ebc"}, @@ -2560,6 +2664,7 @@ version = "0.5.7" description = "lancedb" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "lancedb-0.5.7-py3-none-any.whl", hash = "sha256:6169966f715ef530be545950e1aaf9f3f160967e4ba7456cd67c9f30f678095d"}, {file = "lancedb-0.5.7.tar.gz", hash = "sha256:878914b493f91d09a77b14f1528104741f273234cbdd6671be705f447701fd51"}, @@ -2593,6 +2698,7 @@ version = "0.2.16" description = "Building applications with LLMs through composability" optional = false python-versions = "<4.0,>=3.8.1" +groups = ["main"] files = [ {file = "langchain-0.2.16-py3-none-any.whl", hash = "sha256:8f59ee8b45f268df4b924ea3b9c63e49286efa756d16b3f6a9de5c6e502c36e1"}, {file = "langchain-0.2.16.tar.gz", hash = "sha256:ffb426a76a703b73ac69abad77cd16eaf03dda76b42cff55572f592d74944166"}, @@ -2616,6 +2722,7 @@ version = "0.1.9" description = "An integration package connecting Cohere and LangChain" optional = false python-versions = "<4.0,>=3.8.1" +groups = ["main"] files = [ {file = "langchain_cohere-0.1.9-py3-none-any.whl", hash = "sha256:96d6a15125797319474ac84b54024e5024f3f5fc45032ebf228d95d6998c9b13"}, {file = "langchain_cohere-0.1.9.tar.gz", hash = "sha256:549620d23bc3d77f62d1045787095fe2c1cfa233dba69455139f9a2f65f952fa"}, @@ -2637,6 +2744,7 @@ version = "0.2.17" description = "Community contributed LangChain integrations." optional = false python-versions = "<4.0,>=3.8.1" +groups = ["main"] files = [ {file = "langchain_community-0.2.17-py3-none-any.whl", hash = "sha256:d07c31b641e425fb8c3e7148ad6a62e1b54a9adac6e1173021a7dd3148266063"}, {file = "langchain_community-0.2.17.tar.gz", hash = "sha256:b0745c1fcf1bd532ed4388f90b47139d6a6c6ba48a87aa68aa32d4d6bb97259d"}, @@ -2660,6 +2768,7 @@ version = "0.2.40" description = "Building applications with LLMs through composability" optional = false python-versions = "<4.0,>=3.8.1" +groups = ["main"] files = [ {file = "langchain_core-0.2.40-py3-none-any.whl", hash = "sha256:71fff5cafa4b9c82a3a716e985f071383be452c35d8cc3169b3a393e6857fc99"}, {file = "langchain_core-0.2.40.tar.gz", hash = "sha256:c838ea0c0b73475a8e58ced3e306b6d926ef063721abd164f237c8664916f502"}, @@ -2670,8 +2779,8 @@ jsonpatch = ">=1.33,<2.0" langsmith = ">=0.1.112,<0.2.0" packaging = ">=23.2,<25" pydantic = [ - {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""}, {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""}, + {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""}, ] PyYAML = ">=5.3" tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0" @@ -2683,6 +2792,7 @@ version = "0.0.65" description = "Building applications with LLMs through composability" optional = false python-versions = "<4.0,>=3.8.1" +groups = ["main"] files = [ {file = "langchain_experimental-0.0.65-py3-none-any.whl", hash = "sha256:2a0f268cfb8c79d43cedf9c4840f70bd8b25934e595311e6690804d0355dd7ee"}, {file = "langchain_experimental-0.0.65.tar.gz", hash = "sha256:83706df07d8a7e6ec1bda74174add7e4431b5f4a8818e19b65986b94c9c99b25"}, @@ -2698,6 +2808,7 @@ version = "0.1.25" description = "An integration package connecting OpenAI and LangChain" optional = false python-versions = "<4.0,>=3.8.1" +groups = ["main"] files = [ {file = "langchain_openai-0.1.25-py3-none-any.whl", hash = "sha256:f0b34a233d0d9cb8fce6006c903e57085c493c4f0e32862b99063b96eaedb109"}, {file = "langchain_openai-0.1.25.tar.gz", hash = "sha256:eb116f744f820247a72f54313fb7c01524fba0927120d4e899e5e4ab41ad3928"}, @@ -2714,6 +2825,7 @@ version = "0.2.4" description = "LangChain text splitting utilities" optional = false python-versions = "<4.0,>=3.8.1" +groups = ["main"] files = [ {file = "langchain_text_splitters-0.2.4-py3-none-any.whl", hash = "sha256:2702dee5b7cbdd595ccbe43b8d38d01a34aa8583f4d6a5a68ad2305ae3e7b645"}, {file = "langchain_text_splitters-0.2.4.tar.gz", hash = "sha256:f7daa7a3b0aa8309ce248e2e2b6fc8115be01118d336c7f7f7dfacda0e89bf29"}, @@ -2728,6 +2840,7 @@ version = "0.1.121" description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform." optional = false python-versions = "<4.0,>=3.8.1" +groups = ["main"] files = [ {file = "langsmith-0.1.121-py3-none-any.whl", hash = "sha256:fdb1ac8a671d3904201bfeea197d87bded46a10d08f1034af464211872e29893"}, {file = "langsmith-0.1.121.tar.gz", hash = "sha256:e9381b82a5bd484af9a51c3e96faea572746b8d617b070c1cda40cbbe48e33df"}, @@ -2737,8 +2850,8 @@ files = [ httpx = ">=0.23.0,<1" orjson = ">=3.9.14,<4.0.0" pydantic = [ - {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""}, {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""}, + {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""}, ] requests = ">=2,<3" @@ -2748,6 +2861,7 @@ version = "1.46.1" description = "Library to easily interface with LLM API providers" optional = false python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8" +groups = ["main"] files = [ {file = "litellm-1.46.1-py3-none-any.whl", hash = "sha256:f6b78278cf21a38da0d10a8b3e7b1084b6410012552c0a413774d1c43706e5ba"}, {file = "litellm-1.46.1.tar.gz", hash = "sha256:993c23d6f5e1d0f070b250d858a6ee87750a032e38f460f8c82385be854bc45f"}, @@ -2776,6 +2890,7 @@ version = "1.3.5" description = "A super-fast templating language that borrows the best ideas from the existing templating languages." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "Mako-1.3.5-py3-none-any.whl", hash = "sha256:260f1dbc3a519453a9c856dedfe4beb4e50bd5a26d96386cb6c80856556bb91a"}, {file = "Mako-1.3.5.tar.gz", hash = "sha256:48dbc20568c1d276a2698b36d968fa76161bf127194907ea6fc594fa81f943bc"}, @@ -2795,6 +2910,7 @@ version = "3.0.0" description = "Python port of markdown-it. Markdown parsing, done right!" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"}, {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"}, @@ -2819,6 +2935,7 @@ version = "2.1.5" description = "Safely add untrusted strings to HTML/XML markup." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "MarkupSafe-2.1.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a17a92de5231666cfbe003f0e4b9b3a7ae3afb1ec2845aadc2bacc93ff85febc"}, {file = "MarkupSafe-2.1.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:72b6be590cc35924b02c78ef34b467da4ba07e4e0f0454a2c5907f473fc50ce5"}, @@ -2888,6 +3005,7 @@ version = "3.22.0" description = "A lightweight library for converting complex datatypes to and from native Python datatypes." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "marshmallow-3.22.0-py3-none-any.whl", hash = "sha256:71a2dce49ef901c3f97ed296ae5051135fd3febd2bf43afe0ae9a82143a494d9"}, {file = "marshmallow-3.22.0.tar.gz", hash = "sha256:4972f529104a220bb8637d595aa4c9762afbe7f7a77d82dc58c1615d70c5823e"}, @@ -2907,6 +3025,7 @@ version = "0.7.0" description = "McCabe checker, plugin for flake8" optional = false python-versions = ">=3.6" +groups = ["dev"] files = [ {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"}, {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"}, @@ -2918,6 +3037,7 @@ version = "0.1.2" description = "Markdown URL utilities" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"}, {file = 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"Python library for arbitrary-precision floating-point arithmetic" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c"}, {file = "mpmath-1.3.0.tar.gz", hash = "sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f"}, @@ -3070,7 +3195,7 @@ files = [ [package.extras] develop = ["codecov", "pycodestyle", "pytest (>=4.6)", "pytest-cov", "wheel"] docs = ["sphinx"] -gmpy = ["gmpy2 (>=2.1.0a4)"] +gmpy = ["gmpy2 (>=2.1.0a4) ; platform_python_implementation != \"PyPy\""] tests = ["pytest (>=4.6)"] [[package]] @@ -3079,6 +3204,7 @@ version = "1.1.0" description = "MessagePack serializer" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "msgpack-1.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7ad442d527a7e358a469faf43fda45aaf4ac3249c8310a82f0ccff9164e5dccd"}, {file = 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optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_exporter_otlp_proto_common-1.27.0-py3-none-any.whl", hash = "sha256:675db7fffcb60946f3a5c43e17d1168a3307a94a930ecf8d2ea1f286f3d4f79a"}, {file = "opentelemetry_exporter_otlp_proto_common-1.27.0.tar.gz", hash = "sha256:159d27cf49f359e3798c4c3eb8da6ef4020e292571bd8c5604a2a573231dd5c8"}, @@ -3431,6 +3566,7 @@ version = "1.27.0" description = "OpenTelemetry Collector Protobuf over gRPC Exporter" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_exporter_otlp_proto_grpc-1.27.0-py3-none-any.whl", hash = "sha256:56b5bbd5d61aab05e300d9d62a6b3c134827bbd28d0b12f2649c2da368006c9e"}, {file = "opentelemetry_exporter_otlp_proto_grpc-1.27.0.tar.gz", hash = "sha256:af6f72f76bcf425dfb5ad11c1a6d6eca2863b91e63575f89bb7b4b55099d968f"}, @@ -3451,6 +3587,7 @@ version = "1.27.0" description = "OpenTelemetry Collector Protobuf over HTTP Exporter" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_exporter_otlp_proto_http-1.27.0-py3-none-any.whl", hash = "sha256:688027575c9da42e179a69fe17e2d1eba9b14d81de8d13553a21d3114f3b4d75"}, {file = "opentelemetry_exporter_otlp_proto_http-1.27.0.tar.gz", hash = "sha256:2103479092d8eb18f61f3fbff084f67cc7f2d4a7d37e75304b8b56c1d09ebef5"}, @@ -3471,6 +3608,7 @@ version = "0.48b0" description = "Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_instrumentation-0.48b0-py3-none-any.whl", hash = "sha256:a69750dc4ba6a5c3eb67986a337185a25b739966d80479befe37b546fc870b44"}, {file = "opentelemetry_instrumentation-0.48b0.tar.gz", hash = "sha256:94929685d906380743a71c3970f76b5f07476eea1834abd5dd9d17abfe23cc35"}, @@ -3487,6 +3625,7 @@ version = "0.48b0" description = "ASGI instrumentation for OpenTelemetry" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_instrumentation_asgi-0.48b0-py3-none-any.whl", hash = "sha256:ddb1b5fc800ae66e85a4e2eca4d9ecd66367a8c7b556169d9e7b57e10676e44d"}, {file = "opentelemetry_instrumentation_asgi-0.48b0.tar.gz", hash = "sha256:04c32174b23c7fa72ddfe192dad874954968a6a924608079af9952964ecdf785"}, @@ -3508,6 +3647,7 @@ version = "0.48b0" description = "OpenTelemetry FastAPI Instrumentation" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_instrumentation_fastapi-0.48b0-py3-none-any.whl", hash = "sha256:afeb820a59e139d3e5d96619600f11ce0187658b8ae9e3480857dd790bc024f2"}, {file = "opentelemetry_instrumentation_fastapi-0.48b0.tar.gz", hash = "sha256:21a72563ea412c0b535815aeed75fc580240f1f02ebc72381cfab672648637a2"}, @@ -3529,6 +3669,7 @@ version = "1.27.0" description = "OpenTelemetry Python Proto" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_proto-1.27.0-py3-none-any.whl", hash 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hash = "sha256:12d74983783b6878162208be57c9effcb89dc88691c64992d70bb89dc00daa1a"}, @@ -3574,6 +3717,7 @@ version = "0.48b0" description = "Web util for OpenTelemetry" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_util_http-0.48b0-py3-none-any.whl", hash = "sha256:76f598af93aab50328d2a69c786beaedc8b6a7770f7a818cc307eb353debfffb"}, {file = "opentelemetry_util_http-0.48b0.tar.gz", hash = "sha256:60312015153580cc20f322e5cdc3d3ecad80a71743235bdb77716e742814623c"}, @@ -3585,6 +3729,7 @@ version = "3.10.7" description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "orjson-3.10.7-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:74f4544f5a6405b90da8ea724d15ac9c36da4d72a738c64685003337401f5c12"}, {file = "orjson-3.10.7-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = 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description = "Core utilities for Python packages" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "packaging-24.1-py3-none-any.whl", hash = "sha256:5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124"}, {file = "packaging-24.1.tar.gz", hash = "sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002"}, @@ -3687,6 +3835,7 @@ version = "2.2.2" description = "Powerful data structures for data analysis, time series, and statistics" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "pandas-2.2.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:90c6fca2acf139569e74e8781709dccb6fe25940488755716d1d354d6bc58bce"}, {file = "pandas-2.2.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c7adfc142dac335d8c1e0dcbd37eb8617eac386596eb9e1a1b77791cf2498238"}, @@ -3756,6 +3905,7 @@ version = "0.9.0" description = "Parameterized testing with any Python test framework" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "parameterized-0.9.0-py2.py3-none-any.whl", hash = "sha256:4e0758e3d41bea3bbd05ec14fc2c24736723f243b28d702081aef438c9372b1b"}, {file = "parameterized-0.9.0.tar.gz", hash = "sha256:7fc905272cefa4f364c1a3429cbbe9c0f98b793988efb5bf90aac80f08db09b1"}, @@ -3770,6 +3920,7 @@ version = "0.12.1" description = "Utility library for gitignore style pattern matching of file paths." optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"}, {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"}, @@ -3781,6 +3932,7 @@ version = "4.9.0" description = "Pexpect allows easy control of interactive console applications." optional = false python-versions = "*" +groups = ["main"] files = [ {file = "pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523"}, {file = "pexpect-4.9.0.tar.gz", hash = "sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f"}, @@ -3795,6 +3947,7 @@ version = "1.11.1" description = "Query metadata from sdists / bdists / installed packages." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pkginfo-1.11.1-py3-none-any.whl", hash = "sha256:bfa76a714fdfc18a045fcd684dbfc3816b603d9d075febef17cb6582bea29573"}, {file = "pkginfo-1.11.1.tar.gz", hash = "sha256:2e0dca1cf4c8e39644eed32408ea9966ee15e0d324c62ba899a393b3c6b467aa"}, @@ -3809,6 +3962,7 @@ version = "4.3.4" description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`." optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "platformdirs-4.3.4-py3-none-any.whl", hash = "sha256:8b4ba85412f5065dae40aa19feaa02ac2be584c8b14abd70712b5cd11ad80034"}, {file = "platformdirs-4.3.4.tar.gz", hash = "sha256:9e8a037c36fe1b1f1b5de4482e60464272cc8dca725e40b568bf2c285f7509cf"}, @@ -3825,6 +3979,7 @@ version = "1.47.0" description = "A high-level API to automate web browsers" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "playwright-1.47.0-py3-none-macosx_10_13_x86_64.whl", hash = "sha256:f205df24edb925db1a4ab62f1ab0da06f14bb69e382efecfb0deedc4c7f4b8cd"}, {file = "playwright-1.47.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:7fc820faf6885f69a52ba4ec94124e575d3c4a4003bf29200029b4a4f2b2d0ab"}, @@ -3845,6 +4000,7 @@ version = "1.5.0" description = "plugin and hook calling mechanisms for python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"}, {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"}, @@ -3860,6 +4016,7 @@ version = "1.8.3" description = "Python dependency management and packaging made easy." optional = false python-versions = "<4.0,>=3.8" +groups = ["main"] files = [ {file = "poetry-1.8.3-py3-none-any.whl", hash = "sha256:88191c69b08d06f9db671b793d68f40048e8904c0718404b63dcc2b5aec62d13"}, {file = "poetry-1.8.3.tar.gz", hash = "sha256:67f4eb68288eab41e841cc71a00d26cf6bdda9533022d0189a145a34d0a35f48"}, @@ -3895,6 +4052,7 @@ version = "1.9.0" description = "Poetry PEP 517 Build Backend" optional = false python-versions = ">=3.8,<4.0" +groups = ["main"] files = [ {file = "poetry_core-1.9.0-py3-none-any.whl", hash = "sha256:4e0c9c6ad8cf89956f03b308736d84ea6ddb44089d16f2adc94050108ec1f5a1"}, {file = "poetry_core-1.9.0.tar.gz", hash = "sha256:fa7a4001eae8aa572ee84f35feb510b321bd652e5cf9293249d62853e1f935a2"}, @@ -3906,6 +4064,7 @@ version = "1.8.0" description = "Poetry plugin to export the dependencies to various formats" optional = false python-versions = "<4.0,>=3.8" +groups = ["main"] files = [ {file = "poetry_plugin_export-1.8.0-py3-none-any.whl", hash = "sha256:adbe232cfa0cc04991ea3680c865cf748bff27593b9abcb1f35fb50ed7ba2c22"}, {file = "poetry_plugin_export-1.8.0.tar.gz", hash = "sha256:1fa6168a85d59395d835ca564bc19862a7c76061e60c3e7dfaec70d50937fc61"}, @@ -3921,6 +4080,7 @@ version = "2.10.1" description = "Wraps the portalocker recipe for easy usage" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "portalocker-2.10.1-py3-none-any.whl", hash = "sha256:53a5984ebc86a025552264b459b46a2086e269b21823cb572f8f28ee759e45bf"}, {file = "portalocker-2.10.1.tar.gz", hash = "sha256:ef1bf844e878ab08aee7e40184156e1151f228f103aa5c6bd0724cc330960f8f"}, @@ -3940,6 +4100,7 @@ version = "3.6.6" description = "Integrate PostHog into any python application." optional = false python-versions = "*" +groups = ["main"] files = [ {file = "posthog-3.6.6-py2.py3-none-any.whl", hash = "sha256:38834fd7f0732582a20d4eb4674c8d5c088e464d14d1b3f8c176e389aecaa4ef"}, {file = "posthog-3.6.6.tar.gz", hash = "sha256:1e04783293117109189ad7048f3eedbe21caff0e39bee5e2d47a93dd790fefac"}, @@ -3963,6 +4124,7 @@ version = "1.24.0" description = "Beautiful, Pythonic protocol buffers." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "proto-plus-1.24.0.tar.gz", hash = "sha256:30b72a5ecafe4406b0d339db35b56c4059064e69227b8c3bda7462397f966445"}, {file = "proto_plus-1.24.0-py3-none-any.whl", hash = "sha256:402576830425e5f6ce4c2a6702400ac79897dab0b4343821aa5188b0fab81a12"}, @@ -3980,6 +4142,7 @@ version = "4.25.4" description = "" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "protobuf-4.25.4-cp310-abi3-win32.whl", hash = "sha256:db9fd45183e1a67722cafa5c1da3e85c6492a5383f127c86c4c4aa4845867dc4"}, {file = "protobuf-4.25.4-cp310-abi3-win_amd64.whl", hash = "sha256:ba3d8504116a921af46499471c63a85260c1a5fc23333154a427a310e015d26d"}, @@ -4000,6 +4163,7 @@ version = "0.7.0" description = "Run a subprocess in a pseudo terminal" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"}, {file = "ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220"}, @@ -4011,6 +4175,7 @@ version = "3.5.0" description = "Apache Pulsar Python client library" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "pulsar_client-3.5.0-cp310-cp310-macosx_10_15_universal2.whl", hash = "sha256:c18552edb2f785de85280fe624bc507467152bff810fc81d7660fa2dfa861f38"}, {file = "pulsar_client-3.5.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:18d438e456c146f01be41ef146f649dedc8f7bc714d9eaef94cff2e34099812b"}, @@ -4058,6 +4223,7 @@ version = "1.11.0" description = "library with cross-python path, ini-parsing, io, code, log facilities" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +groups = ["main"] files = [ {file = "py-1.11.0-py2.py3-none-any.whl", hash = "sha256:607c53218732647dff4acdfcd50cb62615cedf612e72d1724fb1a0cc6405b378"}, {file = "py-1.11.0.tar.gz", hash = "sha256:51c75c4126074b472f746a24399ad32f6053d1b34b68d2fa41e558e6f4a98719"}, @@ -4069,6 +4235,7 @@ version = "17.0.0" description = "Python library for Apache Arrow" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pyarrow-17.0.0-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:a5c8b238d47e48812ee577ee20c9a2779e6a5904f1708ae240f53ecbee7c9f07"}, {file = "pyarrow-17.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:db023dc4c6cae1015de9e198d41250688383c3f9af8f565370ab2b4cb5f62655"}, @@ -4120,6 +4287,7 @@ version = "0.6.1" description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629"}, {file = "pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034"}, @@ -4131,6 +4299,7 @@ version = "0.4.1" description = "A collection of ASN.1-based protocols modules" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pyasn1_modules-0.4.1-py3-none-any.whl", hash = "sha256:49bfa96b45a292b711e986f222502c1c9a5e1f4e568fc30e2574a6c7d07838fd"}, {file = "pyasn1_modules-0.4.1.tar.gz", hash = "sha256:c28e2dbf9c06ad61c71a075c7e0f9fd0f1b0bb2d2ad4377f240d33ac2ab60a7c"}, @@ -4145,6 +4314,7 @@ version = "2.12.1" description = "Python style guide checker" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "pycodestyle-2.12.1-py2.py3-none-any.whl", hash = "sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3"}, {file = "pycodestyle-2.12.1.tar.gz", hash = "sha256:6838eae08bbce4f6accd5d5572075c63626a15ee3e6f842df996bf62f6d73521"}, @@ -4156,6 +4326,8 @@ version = "2.22" description = "C parser in Python" optional = false python-versions = ">=3.8" +groups = ["main"] +markers = "platform_python_implementation != \"PyPy\" or sys_platform == \"darwin\" or os_name == \"nt\" and implementation_name != \"pypy\"" files = [ {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"}, {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"}, @@ -4167,6 +4339,7 @@ version = "2.9.2" description = "Data validation using Python type hints" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pydantic-2.9.2-py3-none-any.whl", hash = "sha256:f048cec7b26778210e28a0459867920654d48e5e62db0958433636cde4254f12"}, {file = "pydantic-2.9.2.tar.gz", hash = "sha256:d155cef71265d1e9807ed1c32b4c8deec042a44a50a4188b25ac67ecd81a9c0f"}, @@ -4176,13 +4349,13 @@ files = [ annotated-types = ">=0.6.0" pydantic-core = "2.23.4" typing-extensions = [ - {version = ">=4.6.1", markers = "python_version < \"3.13\""}, {version = ">=4.12.2", markers = "python_version >= \"3.13\""}, + {version = ">=4.6.1", markers = "python_version < \"3.13\""}, ] [package.extras] email = ["email-validator (>=2.0.0)"] -timezone = ["tzdata"] +timezone = ["tzdata ; python_version >= \"3.9\" and sys_platform == \"win32\""] [[package]] name = "pydantic-core" @@ -4190,6 +4363,7 @@ version = "2.23.4" description = "Core functionality for Pydantic validation and serialization" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pydantic_core-2.23.4-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:b10bd51f823d891193d4717448fab065733958bdb6a6b351967bd349d48d5c9b"}, {file = "pydantic_core-2.23.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4fc714bdbfb534f94034efaa6eadd74e5b93c8fa6315565a222f7b6f42ca1166"}, @@ -4291,6 +4465,7 @@ version = "12.0.0" description = "A rough port of Node.js's EventEmitter to Python with a few tricks of its own" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pyee-12.0.0-py3-none-any.whl", hash = "sha256:7b14b74320600049ccc7d0e0b1becd3b4bd0a03c745758225e31a59f4095c990"}, {file = "pyee-12.0.0.tar.gz", hash = "sha256:c480603f4aa2927d4766eb41fa82793fe60a82cbfdb8d688e0d08c55a534e145"}, @@ -4300,7 +4475,7 @@ files = [ typing-extensions = "*" [package.extras] -dev = ["black", "build", "flake8", "flake8-black", "isort", "jupyter-console", "mkdocs", "mkdocs-include-markdown-plugin", "mkdocstrings[python]", "pytest", "pytest-asyncio", "pytest-trio", "sphinx", "toml", "tox", "trio", "trio", "trio-typing", "twine", "twisted", "validate-pyproject[all]"] +dev = ["black", "build", "flake8", "flake8-black", "isort", "jupyter-console", "mkdocs", "mkdocs-include-markdown-plugin", "mkdocstrings[python]", "pytest", "pytest-asyncio ; python_version >= \"3.4\"", "pytest-trio ; python_version >= \"3.7\"", "sphinx", "toml", "tox", "trio", "trio ; python_version > \"3.6\"", "trio-typing ; python_version > \"3.6\"", "twine", "twisted", "validate-pyproject[all]"] [[package]] name = "pyflakes" @@ -4308,6 +4483,7 @@ version = "3.2.0" description = "passive checker of Python programs" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "pyflakes-3.2.0-py2.py3-none-any.whl", hash = "sha256:84b5be138a2dfbb40689ca07e2152deb896a65c3a3e24c251c5c62489568074a"}, {file = "pyflakes-3.2.0.tar.gz", hash = "sha256:1c61603ff154621fb2a9172037d84dca3500def8c8b630657d1701f026f8af3f"}, @@ -4319,6 +4495,7 @@ version = "2.18.0" description = "Pygments is a syntax highlighting package written in Python." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pygments-2.18.0-py3-none-any.whl", hash = "sha256:b8e6aca0523f3ab76fee51799c488e38782ac06eafcf95e7ba832985c8e7b13a"}, {file = "pygments-2.18.0.tar.gz", hash = "sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199"}, @@ -4333,6 +4510,7 @@ version = "2.9.0" description = "JSON Web Token implementation in Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "PyJWT-2.9.0-py3-none-any.whl", hash = "sha256:3b02fb0f44517787776cf48f2ae25d8e14f300e6d7545a4315cee571a415e850"}, {file = "pyjwt-2.9.0.tar.gz", hash = "sha256:7e1e5b56cc735432a7369cbfa0efe50fa113ebecdc04ae6922deba8b84582d0c"}, @@ -4350,6 +4528,7 @@ version = "0.9.18" description = "python wrapper for Lance columnar format" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pylance-0.9.18-cp38-abi3-macosx_10_15_x86_64.whl", hash = "sha256:fe2445d922c594d90e89111385106f6b152caab27996217db7bb4b8947eb0bea"}, {file = "pylance-0.9.18-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:a2c424c50f5186edbbcc5a26f34063ed09d9a7390e28033395728ce02b5658f0"}, @@ -4365,7 +4544,7 @@ pyarrow = ">=12" [package.extras] benchmarks = ["pytest-benchmark"] dev = ["ruff (==0.2.2)"] -tests = ["datasets", "duckdb", "ml_dtypes", "pandas", "pillow", "polars[pandas,pyarrow]", "pytest", "tensorflow", "tqdm"] +tests = ["datasets", "duckdb ; python_version < \"3.12\"", "ml_dtypes", "pandas", "pillow", "polars[pandas,pyarrow]", "pytest", "tensorflow ; python_version < \"3.12\"", "tqdm"] torch = ["torch"] [[package]] @@ -4374,6 +4553,7 @@ version = "3.2.7" description = "python code static checker" optional = false python-versions = ">=3.8.0" +groups = ["dev"] files = [ {file = "pylint-3.2.7-py3-none-any.whl", hash = "sha256:02f4aedeac91be69fb3b4bea997ce580a4ac68ce58b89eaefeaf06749df73f4b"}, {file = "pylint-3.2.7.tar.gz", hash = "sha256:1b7a721b575eaeaa7d39db076b6e7743c993ea44f57979127c517c6c572c803e"}, @@ -4398,16 +4578,17 @@ version = "4.3.1" description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files" optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "pypdf-4.3.1-py3-none-any.whl", hash = "sha256:64b31da97eda0771ef22edb1bfecd5deee4b72c3d1736b7df2689805076d6418"}, {file = "pypdf-4.3.1.tar.gz", hash = "sha256:b2f37fe9a3030aa97ca86067a56ba3f9d3565f9a791b305c7355d8392c30d91b"}, ] [package.extras] -crypto = ["PyCryptodome", "cryptography"] +crypto = ["PyCryptodome ; python_version == \"3.6\"", "cryptography ; python_version >= \"3.7\""] dev = ["black", "flit", "pip-tools", "pre-commit (<2.18.0)", "pytest-cov", "pytest-socket", "pytest-timeout", "pytest-xdist", "wheel"] docs = ["myst_parser", "sphinx", "sphinx_rtd_theme"] -full = ["Pillow (>=8.0.0)", "PyCryptodome", "cryptography"] +full = ["Pillow (>=8.0.0)", "PyCryptodome ; python_version == \"3.6\"", "cryptography ; python_version >= \"3.7\""] image = ["Pillow (>=8.0.0)"] [[package]] @@ -4416,6 +4597,7 @@ version = "0.48.9" description = "A SQL query builder API for Python" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "PyPika-0.48.9.tar.gz", hash = "sha256:838836a61747e7c8380cd1b7ff638694b7a7335345d0f559b04b2cd832ad5378"}, ] @@ -4426,6 +4608,7 @@ version = "1.1.0" description = "Wrappers to call pyproject.toml-based build backend hooks." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "pyproject_hooks-1.1.0-py3-none-any.whl", hash = "sha256:7ceeefe9aec63a1064c18d939bdc3adf2d8aa1988a510afec15151578b232aa2"}, {file = "pyproject_hooks-1.1.0.tar.gz", hash = "sha256:4b37730834edbd6bd37f26ece6b44802fb1c1ee2ece0e54ddff8bfc06db86965"}, @@ -4437,6 +4620,8 @@ version = "3.5.2" description = "A python implementation of GNU readline." optional = false python-versions = ">=3.8" +groups = ["main"] +markers = "sys_platform == \"win32\"" files = [ {file = "pyreadline3-3.5.2-py3-none-any.whl", hash = "sha256:a87d56791e2965b2b187e2ea33dcf664600842c997c0623c95cf8ef07db83de9"}, {file = "pyreadline3-3.5.2.tar.gz", hash = "sha256:ba82292e52c5a3bb256b291af0c40b457c1e8699cac9a873abbcaac8aef3a1bb"}, @@ -4451,6 +4636,7 @@ version = "1.1.380" description = "Command line wrapper for pyright" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "pyright-1.1.380-py3-none-any.whl", hash = "sha256:a6404392053d8848bacc7aebcbd9d318bb46baf1a1a000359305481920f43879"}, {file = "pyright-1.1.380.tar.gz", hash = "sha256:e6ceb1a5f7e9f03106e0aa1d6fbb4d97735a5e7ffb59f3de6b2db590baf935b2"}, @@ -4469,6 +4655,7 @@ version = "0.3.4" description = "pysbd (Python Sentence Boundary Disambiguation) is a rule-based sentence boundary detection that works out-of-the-box across many languages." optional = false python-versions = ">=3" +groups = ["main"] files = [ {file = "pysbd-0.3.4-py3-none-any.whl", hash = "sha256:cd838939b7b0b185fcf86b0baf6636667dfb6e474743beeff878e9f42e022953"}, ] @@ -4479,6 +4666,7 @@ version = "1.7.1" description = "A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information." optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +groups = ["main"] files = [ {file = "PySocks-1.7.1-py27-none-any.whl", hash = "sha256:08e69f092cc6dbe92a0fdd16eeb9b9ffbc13cadfe5ca4c7bd92ffb078b293299"}, {file = "PySocks-1.7.1-py3-none-any.whl", hash = "sha256:2725bd0a9925919b9b51739eea5f9e2bae91e83288108a9ad338b2e3a4435ee5"}, @@ -4491,6 +4679,7 @@ version = "8.3.3" description = "pytest: simple powerful testing with Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pytest-8.3.3-py3-none-any.whl", hash = "sha256:a6853c7375b2663155079443d2e45de913a911a11d669df02a50814944db57b2"}, {file = "pytest-8.3.3.tar.gz", hash = "sha256:70b98107bd648308a7952b06e6ca9a50bc660be218d53c257cc1fc94fda10181"}, @@ -4511,6 +4700,7 @@ version = "2.9.0.post0" description = "Extensions to the standard Python datetime module" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" +groups = ["main"] files = [ {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"}, {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"}, @@ -4525,6 +4715,7 @@ version = "1.0.1" description = "Read key-value pairs from a .env file and set them as environment variables" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "python-dotenv-1.0.1.tar.gz", hash = "sha256:e324ee90a023d808f1959c46bcbc04446a10ced277783dc6ee09987c37ec10ca"}, {file = "python_dotenv-1.0.1-py3-none-any.whl", hash = "sha256:f7b63ef50f1b690dddf550d03497b66d609393b40b564ed0d674909a68ebf16a"}, @@ -4539,6 +4730,7 @@ version = "15.0.0" description = "Python 3 library for downloading YouTube Videos." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "pytube-15.0.0-py3-none-any.whl", hash = "sha256:07b9904749e213485780d7eb606e5e5b8e4341aa4dccf699160876da00e12d78"}, {file = "pytube-15.0.0.tar.gz", hash = "sha256:076052efe76f390dfa24b1194ff821d4e86c17d41cb5562f3a276a8bcbfc9d1d"}, @@ -4550,6 +4742,7 @@ version = "2024.2" description = "World timezone definitions, modern and historical" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "pytz-2024.2-py2.py3-none-any.whl", hash = "sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725"}, {file = "pytz-2024.2.tar.gz", hash = "sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a"}, @@ -4561,6 +4754,8 @@ version = "306" description = "Python for Window Extensions" optional = false python-versions = "*" +groups = ["main"] +markers = "platform_system == \"Windows\" or sys_platform == \"win32\"" files = [ {file = "pywin32-306-cp310-cp310-win32.whl", hash = "sha256:06d3420a5155ba65f0b72f2699b5bacf3109f36acbe8923765c22938a69dfc8d"}, {file = "pywin32-306-cp310-cp310-win_amd64.whl", hash = "sha256:84f4471dbca1887ea3803d8848a1616429ac94a4a8d05f4bc9c5dcfd42ca99c8"}, @@ -4584,6 +4779,8 @@ version = "0.2.3" description = "A (partial) reimplementation of pywin32 using ctypes/cffi" optional = false python-versions = ">=3.6" +groups = ["main"] +markers = "sys_platform == \"win32\"" files = [ {file = "pywin32-ctypes-0.2.3.tar.gz", hash = "sha256:d162dc04946d704503b2edc4d55f3dba5c1d539ead017afa00142c38b9885755"}, {file = "pywin32_ctypes-0.2.3-py3-none-any.whl", hash = "sha256:8a1513379d709975552d202d942d9837758905c8d01eb82b8bcc30918929e7b8"}, @@ -4595,6 +4792,7 @@ version = "6.0.2" description = "YAML parser and emitter for Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"}, {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"}, @@ -4657,6 +4855,7 @@ version = "1.11.2" description = "Client library for the Qdrant vector search engine" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "qdrant_client-1.11.2-py3-none-any.whl", hash = "sha256:3151e3da61588ad138dfcd6760c2f13e57251c8b0c62001bfd0e03bb7bcd6c8e"}, {file = "qdrant_client-1.11.2.tar.gz", hash = "sha256:0d5aa3f778077762963a754459c9c7144ba48e13dea62e559323924126a1b4a4"}, @@ -4672,8 +4871,8 @@ pydantic = ">=1.10.8" urllib3 = ">=1.26.14,<3" [package.extras] -fastembed = ["fastembed (==0.3.6)"] -fastembed-gpu = ["fastembed-gpu (==0.3.6)"] +fastembed = ["fastembed (==0.3.6) ; python_version < \"3.13\""] +fastembed-gpu = ["fastembed-gpu (==0.3.6) ; python_version < \"3.13\""] [[package]] name = "rapidfuzz" @@ -4681,6 +4880,7 @@ version = "3.9.7" description = "rapid fuzzy string matching" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "rapidfuzz-3.9.7-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ccf68e30b80e903f2309f90a438dbd640dd98e878eeb5ad361a288051ee5b75c"}, {file = "rapidfuzz-3.9.7-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:696a79018ef989bf1c9abd9005841cee18005ccad4748bad8a4c274c47b6241a"}, @@ -4801,13 +5001,14 @@ version = "1.2.0.post0" description = "Simple python rate limiting object" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "ratelimiter-1.2.0.post0-py3-none-any.whl", hash = "sha256:a52be07bc0bb0b3674b4b304550f10c769bbb00fead3072e035904474259809f"}, {file = "ratelimiter-1.2.0.post0.tar.gz", hash = "sha256:5c395dcabdbbde2e5178ef3f89b568a3066454a6ddc223b76473dac22f89b4f7"}, ] [package.extras] -test = ["pytest (>=3.0)", "pytest-asyncio"] +test = ["pytest (>=3.0)", "pytest-asyncio ; python_version >= \"3.5\""] [[package]] name = "referencing" @@ -4815,6 +5016,7 @@ version = "0.35.1" description = "JSON Referencing + Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "referencing-0.35.1-py3-none-any.whl", hash = "sha256:eda6d3234d62814d1c64e305c1331c9a3a6132da475ab6382eaa997b21ee75de"}, {file = "referencing-0.35.1.tar.gz", hash = "sha256:25b42124a6c8b632a425174f24087783efb348a6f1e0008e63cd4466fedf703c"}, @@ -4830,6 +5032,7 @@ version = "2024.9.11" description = "Alternative regular expression module, to replace re." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "regex-2024.9.11-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:1494fa8725c285a81d01dc8c06b55287a1ee5e0e382d8413adc0a9197aac6408"}, {file = "regex-2024.9.11-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0e12c481ad92d129c78f13a2a3662317e46ee7ef96c94fd332e1c29131875b7d"}, @@ -4933,6 +5136,7 @@ version = "2.32.3" description = "Python HTTP for Humans." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"}, {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"}, @@ -4954,6 +5158,7 @@ version = "2.0.0" description = "OAuthlib authentication support for Requests." optional = false python-versions = ">=3.4" +groups = ["main"] files = [ {file = "requests-oauthlib-2.0.0.tar.gz", hash = "sha256:b3dffaebd884d8cd778494369603a9e7b58d29111bf6b41bdc2dcd87203af4e9"}, {file = "requests_oauthlib-2.0.0-py2.py3-none-any.whl", hash = "sha256:7dd8a5c40426b779b0868c404bdef9768deccf22749cde15852df527e6269b36"}, @@ -4972,6 +5177,7 @@ version = "1.0.0" description = "A utility belt for advanced users of python-requests" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +groups = ["main"] files = [ {file = "requests-toolbelt-1.0.0.tar.gz", hash = "sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6"}, {file = "requests_toolbelt-1.0.0-py2.py3-none-any.whl", hash = "sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06"}, @@ -4986,6 +5192,7 @@ version = "0.9.2" description = "Easy to use retry decorator." optional = false python-versions = "*" +groups = ["main"] files = [ {file = "retry-0.9.2-py2.py3-none-any.whl", hash = "sha256:ccddf89761fa2c726ab29391837d4327f819ea14d244c232a1d24c67a2f98606"}, {file = "retry-0.9.2.tar.gz", hash = "sha256:f8bfa8b99b69c4506d6f5bd3b0aabf77f98cdb17f3c9fc3f5ca820033336fba4"}, @@ -5001,6 +5208,7 @@ version = "13.8.1" description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal" optional = false python-versions = ">=3.7.0" +groups = ["main"] files = [ {file = "rich-13.8.1-py3-none-any.whl", hash = "sha256:1760a3c0848469b97b558fc61c85233e3dafb69c7a071b4d60c38099d3cd4c06"}, {file = "rich-13.8.1.tar.gz", hash = "sha256:8260cda28e3db6bf04d2d1ef4dbc03ba80a824c88b0e7668a0f23126a424844a"}, @@ -5019,6 +5227,7 @@ version = "0.20.0" description = "Python bindings to Rust's persistent data structures (rpds)" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "rpds_py-0.20.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:3ad0fda1635f8439cde85c700f964b23ed5fc2d28016b32b9ee5fe30da5c84e2"}, {file = "rpds_py-0.20.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9bb4a0d90fdb03437c109a17eade42dfbf6190408f29b2744114d11586611d6f"}, @@ -5131,6 +5340,7 @@ version = "4.9" description = "Pure-Python RSA implementation" optional = false python-versions = ">=3.6,<4" +groups = ["main"] files = [ {file = "rsa-4.9-py3-none-any.whl", hash = "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7"}, {file = "rsa-4.9.tar.gz", hash = "sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21"}, @@ -5145,6 +5355,7 @@ version = "0.10.2" description = "An Amazon S3 Transfer Manager" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "s3transfer-0.10.2-py3-none-any.whl", hash = "sha256:eca1c20de70a39daee580aef4986996620f365c4e0fda6a86100231d62f1bf69"}, {file = "s3transfer-0.10.2.tar.gz", hash = "sha256:0711534e9356d3cc692fdde846b4a1e4b0cb6519971860796e6bc4c7aea00ef6"}, @@ -5162,6 +5373,7 @@ version = "0.7.7" description = "Simple data validation library" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "schema-0.7.7-py2.py3-none-any.whl", hash = "sha256:5d976a5b50f36e74e2157b47097b60002bd4d42e65425fcc9c9befadb4255dde"}, {file = "schema-0.7.7.tar.gz", hash = "sha256:7da553abd2958a19dc2547c388cde53398b39196175a9be59ea1caf5ab0a1807"}, @@ -5173,6 +5385,8 @@ version = "3.3.3" description = "Python bindings to FreeDesktop.org Secret Service API" optional = false python-versions = ">=3.6" +groups = ["main"] +markers = "sys_platform == \"linux\"" files = [ {file = "SecretStorage-3.3.3-py3-none-any.whl", hash = "sha256:f356e6628222568e3af06f2eba8df495efa13b3b63081dafd4f7d9a7b7bc9f99"}, {file = "SecretStorage-3.3.3.tar.gz", hash = "sha256:2403533ef369eca6d2ba81718576c5e0f564d5cca1b58f73a8b23e7d4eeebd77"}, @@ -5188,6 +5402,7 @@ version = "4.24.0" description = "Official Python bindings for Selenium WebDriver" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "selenium-4.24.0-py3-none-any.whl", hash = "sha256:42c23f60753d5415b261b236cecbd69bd4eb5271e1563915f546b443cb6b71c6"}, {file = "selenium-4.24.0.tar.gz", hash = "sha256:88281e5b5b90fe231868905d5ea745b9ee5e30db280b33498cc73fb0fa06d571"}, @@ -5207,6 +5422,7 @@ version = "3.0.2" description = "Python helper for Semantic Versioning (https://semver.org)" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "semver-3.0.2-py3-none-any.whl", hash = "sha256:b1ea4686fe70b981f85359eda33199d60c53964284e0cfb4977d243e37cf4bf4"}, {file = "semver-3.0.2.tar.gz", hash = "sha256:6253adb39c70f6e51afed2fa7152bcd414c411286088fb4b9effb133885ab4cc"}, @@ -5218,19 +5434,20 @@ version = "75.1.0" description = "Easily download, build, install, upgrade, and uninstall Python packages" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "setuptools-75.1.0-py3-none-any.whl", hash = "sha256:35ab7fd3bcd95e6b7fd704e4a1539513edad446c097797f2985e0e4b960772f2"}, {file = "setuptools-75.1.0.tar.gz", hash = "sha256:d59a21b17a275fb872a9c3dae73963160ae079f1049ed956880cd7c09b120538"}, ] [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)", "ruff (>=0.5.2)"] -core = ["importlib-metadata (>=6)", "importlib-resources (>=5.10.2)", "jaraco.collections", "jaraco.functools", "jaraco.text (>=3.7)", "more-itertools", "more-itertools (>=8.8)", "packaging", "packaging (>=24)", "platformdirs (>=2.6.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\"", "ruff (>=0.5.2) ; sys_platform != \"cygwin\""] +core = ["importlib-metadata (>=6) ; python_version < \"3.10\"", "importlib-resources (>=5.10.2) ; python_version < \"3.9\"", "jaraco.collections", "jaraco.functools", "jaraco.text (>=3.7)", "more-itertools", "more-itertools (>=8.8)", "packaging", "packaging (>=24)", "platformdirs (>=2.6.2)", "tomli (>=2.0.1) ; python_version < \"3.11\"", "wheel (>=0.43.0)"] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"] enabler = ["pytest-enabler (>=2.2)"] -test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"] -type = ["importlib-metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.11.*)", "pytest-mypy"] +test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21) ; python_version >= \"3.9\" and sys_platform != \"cygwin\"", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf ; sys_platform != \"cygwin\"", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"] +type = ["importlib-metadata (>=7.0.2) ; python_version < \"3.10\"", "jaraco.develop (>=7.21) ; sys_platform != \"cygwin\"", "mypy (==1.11.*)", "pytest-mypy"] [[package]] name = "shapely" @@ -5238,6 +5455,7 @@ version = "2.0.6" description = "Manipulation and analysis of geometric objects" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "shapely-2.0.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:29a34e068da2d321e926b5073539fd2a1d4429a2c656bd63f0bd4c8f5b236d0b"}, {file = "shapely-2.0.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e1c84c3f53144febf6af909d6b581bc05e8785d57e27f35ebaa5c1ab9baba13b"}, @@ -5296,6 +5514,7 @@ version = "1.5.4" description = "Tool to Detect Surrounding Shell" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686"}, {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"}, @@ -5307,6 +5526,7 @@ version = "1.16.0" description = "Python 2 and 3 compatibility utilities" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*" +groups = ["main"] files = [ {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"}, {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"}, @@ -5318,6 +5538,7 @@ version = "1.3.1" description = "Sniff out which async library your code is running under" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"}, {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"}, @@ -5329,6 +5550,7 @@ version = "2.4.0" description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "sortedcontainers-2.4.0-py2.py3-none-any.whl", hash = "sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0"}, {file = "sortedcontainers-2.4.0.tar.gz", hash = "sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88"}, @@ -5340,6 +5562,7 @@ version = "2.6" description = "A modern CSS selector implementation for Beautiful Soup." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "soupsieve-2.6-py3-none-any.whl", hash = "sha256:e72c4ff06e4fb6e4b5a9f0f55fe6e81514581fca1515028625d0f299c602ccc9"}, {file = "soupsieve-2.6.tar.gz", hash = "sha256:e2e68417777af359ec65daac1057404a3c8a5455bb8abc36f1a9866ab1a51abb"}, @@ -5351,6 +5574,7 @@ version = "2.0.35" description = "Database Abstraction Library" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "SQLAlchemy-2.0.35-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:67219632be22f14750f0d1c70e62f204ba69d28f62fd6432ba05ab295853de9b"}, {file = 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description = "Pretty-print tabular data" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f"}, {file = "tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c"}, @@ -5486,6 +5713,7 @@ version = "8.5.0" description = "Retry code until it succeeds" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "tenacity-8.5.0-py3-none-any.whl", hash = "sha256:b594c2a5945830c267ce6b79a166228323ed52718f30302c1359836112346687"}, {file = "tenacity-8.5.0.tar.gz", hash = "sha256:8bc6c0c8a09b31e6cad13c47afbed1a567518250a9a171418582ed8d9c20ca78"}, @@ -5501,6 +5729,7 @@ version = "0.7.0" description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "tiktoken-0.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:485f3cc6aba7c6b6ce388ba634fbba656d9ee27f766216f45146beb4ac18b25f"}, {file = "tiktoken-0.7.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e54be9a2cd2f6d6ffa3517b064983fb695c9a9d8aa7d574d1ef3c3f931a99225"}, @@ -5553,6 +5782,7 @@ version = "0.20.0" description = "" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "tokenizers-0.20.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:6cff5c5e37c41bc5faa519d6f3df0679e4b37da54ea1f42121719c5e2b4905c0"}, {file = "tokenizers-0.20.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:62a56bf75c27443432456f4ca5ca055befa95e25be8a28141cc495cac8ae4d6d"}, @@ -5670,6 +5900,7 @@ version = "0.13.2" description = "Style preserving TOML library" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "tomlkit-0.13.2-py3-none-any.whl", hash = "sha256:7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde"}, {file = "tomlkit-0.13.2.tar.gz", hash = "sha256:fff5fe59a87295b278abd31bec92c15d9bc4a06885ab12bcea52c71119392e79"}, @@ -5681,6 +5912,7 @@ version = "4.66.5" description = "Fast, Extensible Progress Meter" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "tqdm-4.66.5-py3-none-any.whl", hash = "sha256:90279a3770753eafc9194a0364852159802111925aa30eb3f9d85b0e805ac7cd"}, {file = "tqdm-4.66.5.tar.gz", hash = "sha256:e1020aef2e5096702d8a025ac7d16b1577279c9d63f8375b63083e9a5f0fcbad"}, @@ -5701,6 +5933,7 @@ version = "0.26.2" description = "A friendly Python library for async concurrency and I/O" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "trio-0.26.2-py3-none-any.whl", hash = "sha256:c5237e8133eb0a1d72f09a971a55c28ebe69e351c783fc64bc37db8db8bbe1d0"}, {file = "trio-0.26.2.tar.gz", hash = "sha256:0346c3852c15e5c7d40ea15972c4805689ef2cb8b5206f794c9c19450119f3a4"}, @@ -5720,6 +5953,7 @@ version = "0.11.1" description = "WebSocket library for Trio" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "trio-websocket-0.11.1.tar.gz", hash = "sha256:18c11793647703c158b1f6e62de638acada927344d534e3c7628eedcb746839f"}, {file = "trio_websocket-0.11.1-py3-none-any.whl", hash = "sha256:520d046b0d030cf970b8b2b2e00c4c2245b3807853ecd44214acd33d74581638"}, @@ -5735,6 +5969,7 @@ version = "2024.9.12" description = "Canonical source for classifiers on PyPI (pypi.org)." optional = false python-versions = "*" +groups = ["main"] files = [ {file = "trove_classifiers-2024.9.12-py3-none-any.whl", hash = "sha256:f88a27a892891c87c5f8bbdf110710ae9e0a4725ea8e0fb45f1bcadf088a491f"}, {file = "trove_classifiers-2024.9.12.tar.gz", hash = "sha256:4b46b3e134a4d01999ac5bc6e528afcc10cc48f0f724f185f267e276005768f4"}, @@ -5746,6 +5981,7 @@ version = "0.12.5" description = "Typer, build great CLIs. Easy to code. Based on Python type hints." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "typer-0.12.5-py3-none-any.whl", hash = "sha256:62fe4e471711b147e3365034133904df3e235698399bc4de2b36c8579298d52b"}, {file = "typer-0.12.5.tar.gz", hash = "sha256:f592f089bedcc8ec1b974125d64851029c3b1af145f04aca64d69410f0c9b722"}, @@ -5763,6 +5999,7 @@ version = "2.32.0.20240914" description = "Typing stubs for requests" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "types-requests-2.32.0.20240914.tar.gz", hash = "sha256:2850e178db3919d9bf809e434eef65ba49d0e7e33ac92d588f4a5e295fffd405"}, {file = "types_requests-2.32.0.20240914-py3-none-any.whl", hash = "sha256:59c2f673eb55f32a99b2894faf6020e1a9f4a402ad0f192bfee0b64469054310"}, @@ -5777,6 +6014,7 @@ version = "4.12.2" description = "Backported and Experimental Type Hints for Python 3.8+" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"}, {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"}, @@ -5788,6 +6026,7 @@ version = "0.9.0" description = "Runtime inspection utilities for typing module." optional = false python-versions = "*" +groups = ["main"] files = [ {file = "typing_inspect-0.9.0-py3-none-any.whl", hash = "sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f"}, {file = "typing_inspect-0.9.0.tar.gz", hash = "sha256:b23fc42ff6f6ef6954e4852c1fb512cdd18dbea03134f91f856a95ccc9461f78"}, @@ -5803,6 +6042,7 @@ version = "2024.1" description = "Provider of IANA time zone data" optional = false python-versions = ">=2" +groups = ["main"] files = [ {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"}, {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"}, @@ -5814,6 +6054,7 @@ version = "2.2.3" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "urllib3-2.2.3-py3-none-any.whl", hash = "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac"}, {file = "urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"}, @@ -5823,7 +6064,7 @@ files = [ pysocks = {version = ">=1.5.6,<1.5.7 || >1.5.7,<2.0", optional = true, markers = "extra == \"socks\""} [package.extras] -brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"] +brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""] h2 = ["h2 (>=4,<5)"] socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"] zstd = ["zstandard (>=0.18.0)"] @@ -5834,6 +6075,7 @@ version = "0.30.6" description = "The lightning-fast ASGI server." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "uvicorn-0.30.6-py3-none-any.whl", hash = "sha256:65fd46fe3fda5bdc1b03b94eb634923ff18cd35b2f084813ea79d1f103f711b5"}, {file = "uvicorn-0.30.6.tar.gz", hash = "sha256:4b15decdda1e72be08209e860a1e10e92439ad5b97cf44cc945fcbee66fc5788"}, @@ -5846,12 +6088,12 @@ h11 = ">=0.8" httptools = {version = ">=0.5.0", optional = true, markers = "extra == \"standard\""} python-dotenv = {version = ">=0.13", optional = true, markers = "extra == \"standard\""} pyyaml = {version = ">=5.1", optional = true, markers = "extra == \"standard\""} -uvloop = {version = ">=0.14.0,<0.15.0 || >0.15.0,<0.15.1 || >0.15.1", optional = true, markers = "(sys_platform != \"win32\" and sys_platform != \"cygwin\") and platform_python_implementation != \"PyPy\" and extra == \"standard\""} +uvloop = {version = ">=0.14.0,<0.15.0 || >0.15.0,<0.15.1 || >0.15.1", optional = true, markers = "sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\" and extra == \"standard\""} watchfiles = {version = ">=0.13", optional = true, markers = "extra == \"standard\""} websockets = {version = ">=10.4", optional = true, markers = "extra == \"standard\""} [package.extras] -standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"] +standard = ["colorama (>=0.4) ; sys_platform == \"win32\"", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1) ; sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\"", "watchfiles (>=0.13)", "websockets (>=10.4)"] [[package]] name = "uvloop" @@ -5859,6 +6101,8 @@ version = "0.20.0" description = "Fast implementation of asyncio event loop on top of libuv" optional = false python-versions = ">=3.8.0" +groups = ["main"] +markers = "sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\"" files = [ {file = "uvloop-0.20.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:9ebafa0b96c62881d5cafa02d9da2e44c23f9f0cd829f3a32a6aff771449c996"}, {file = "uvloop-0.20.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:35968fc697b0527a06e134999eef859b4034b37aebca537daeb598b9d45a137b"}, @@ -5895,7 +6139,7 @@ files = [ [package.extras] docs = ["Sphinx (>=4.1.2,<4.2.0)", "sphinx-rtd-theme (>=0.5.2,<0.6.0)", "sphinxcontrib-asyncio (>=0.3.0,<0.4.0)"] -test = ["Cython (>=0.29.36,<0.30.0)", "aiohttp (==3.9.0b0)", "aiohttp (>=3.8.1)", "flake8 (>=5.0,<6.0)", "mypy (>=0.800)", "psutil", "pyOpenSSL (>=23.0.0,<23.1.0)", "pycodestyle (>=2.9.0,<2.10.0)"] +test = ["Cython (>=0.29.36,<0.30.0)", "aiohttp (==3.9.0b0) ; python_version >= \"3.12\"", "aiohttp (>=3.8.1) ; python_version < \"3.12\"", "flake8 (>=5.0,<6.0)", "mypy (>=0.800)", "psutil", "pyOpenSSL (>=23.0.0,<23.1.0)", "pycodestyle (>=2.9.0,<2.10.0)"] [[package]] name = "virtualenv" @@ -5903,6 +6147,7 @@ version = "20.26.4" description = "Virtual Python Environment builder" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "virtualenv-20.26.4-py3-none-any.whl", hash = "sha256:48f2695d9809277003f30776d155615ffc11328e6a0a8c1f0ec80188d7874a55"}, {file = "virtualenv-20.26.4.tar.gz", hash = "sha256:c17f4e0f3e6036e9f26700446f85c76ab11df65ff6d8a9cbfad9f71aabfcf23c"}, @@ -5915,7 +6160,7 @@ platformdirs = ">=3.9.1,<5" [package.extras] docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"] -test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"] +test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8) ; platform_python_implementation == \"PyPy\" or platform_python_implementation == \"CPython\" and sys_platform == \"win32\" and python_version >= \"3.13\"", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10) ; platform_python_implementation == \"CPython\""] [[package]] name = "watchfiles" @@ -5923,6 +6168,7 @@ version = "0.24.0" description = "Simple, modern and high performance file watching and code reload in python." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "watchfiles-0.24.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:083dc77dbdeef09fa44bb0f4d1df571d2e12d8a8f985dccde71ac3ac9ac067a0"}, {file = "watchfiles-0.24.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e94e98c7cb94cfa6e071d401ea3342767f28eb5a06a58fafdc0d2a4974f4f35c"}, @@ -6018,6 +6264,7 @@ version = "1.8.0" description = "WebSocket client for Python with low level API options" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "websocket_client-1.8.0-py3-none-any.whl", hash = "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526"}, {file = "websocket_client-1.8.0.tar.gz", hash = "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"}, @@ -6034,6 +6281,7 @@ version = "13.0.1" description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "websockets-13.0.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:1841c9082a3ba4a05ea824cf6d99570a6a2d8849ef0db16e9c826acb28089e8f"}, {file = "websockets-13.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c5870b4a11b77e4caa3937142b650fbbc0914a3e07a0cf3131f35c0587489c1c"}, @@ -6129,6 +6377,7 @@ version = "1.16.0" description = "Module for decorators, wrappers and monkey patching." optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "wrapt-1.16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ffa565331890b90056c01db69c0fe634a776f8019c143a5ae265f9c6bc4bd6d4"}, {file = "wrapt-1.16.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e4fdb9275308292e880dcbeb12546df7f3e0f96c6b41197e0cf37d2826359020"}, @@ -6208,6 +6457,7 @@ version = "1.2.0" description = "WebSockets state-machine based protocol implementation" optional = false python-versions = ">=3.7.0" +groups = ["main"] files = [ {file = "wsproto-1.2.0-py3-none-any.whl", hash = "sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736"}, {file = "wsproto-1.2.0.tar.gz", hash = "sha256:ad565f26ecb92588a3e43bc3d96164de84cd9902482b130d0ddbaa9664a85065"}, @@ -6222,6 +6472,8 @@ version = "1.1.0" description = "Python wrapper for extended filesystem attributes" optional = false python-versions = ">=3.8" +groups = ["main"] +markers = "sys_platform == \"darwin\"" files = [ {file = "xattr-1.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ef2fa0f85458736178fd3dcfeb09c3cf423f0843313e25391db2cfd1acec8888"}, {file = "xattr-1.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ccab735d0632fe71f7d72e72adf886f45c18b7787430467ce0070207882cfe25"}, @@ -6295,6 +6547,7 @@ version = "1.11.1" description = "Yet another URL library" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "yarl-1.11.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:400cd42185f92de559d29eeb529e71d80dfbd2f45c36844914a4a34297ca6f00"}, {file = "yarl-1.11.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:8258c86f47e080a258993eed877d579c71da7bda26af86ce6c2d2d072c11320d"}, @@ -6400,20 +6653,21 @@ version = "3.20.2" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"}, {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"}, ] [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=2.2)"] -test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] +test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] type = ["pytest-mypy"] [metadata] -lock-version = "2.0" +lock-version = "2.1" python-versions = ">=3.12,<=3.13" content-hash = "7d94f56d81d95e4418bf338eb45d8c498838cf9ef3144c413ec1728127ffadf7" From 394103b4662b4cc3a14931118dc62d82085d10c5 Mon Sep 17 00:00:00 2001 From: Adam McQuilkin <46639306+ajmcquilkin@users.noreply.github.com> Date: Tue, 27 May 2025 12:31:30 -0700 Subject: [PATCH 02/47] Initial commit (#4) --- .../integrations/braintrust/package-lock.json | 299 ++++++++++-------- examples/integrations/braintrust/package.json | 2 +- .../vercel/BrowseGPT/package-lock.json | 88 +++--- .../vercel/BrowseGPT/package.json | 2 +- .../vercel/vercel-puppeteer/package-lock.json | 80 ++--- .../vercel/vercel-puppeteer/package.json | 2 +- 6 files changed, 255 insertions(+), 218 deletions(-) diff --git a/examples/integrations/braintrust/package-lock.json b/examples/integrations/braintrust/package-lock.json index c52d2a7..5459416 100644 --- a/examples/integrations/braintrust/package-lock.json +++ b/examples/integrations/braintrust/package-lock.json @@ -11,7 +11,7 @@ "dependencies": { "@browserbasehq/sdk": "^2.6.0", "braintrust": "^0.0.205", - "next": "^15.1.8", + "next": "^15.2.4", "node": "^22.16.0", "playwright-core": "^1.52.0", "zod": "^3.25.28" @@ -723,9 +723,9 @@ } }, "node_modules/@img/sharp-darwin-arm64": { - "version": "0.33.5", - "resolved": "https://registry.npmjs.org/@img/sharp-darwin-arm64/-/sharp-darwin-arm64-0.33.5.tgz", - "integrity": "sha512-UT4p+iz/2H4twwAoLCqfA9UH5pI6DggwKEGuaPy7nCVQ8ZsiY5PIcrRvD1DzuY3qYL07NtIQcWnBSY/heikIFQ==", + "version": "0.34.2", + "resolved": "https://registry.npmjs.org/@img/sharp-darwin-arm64/-/sharp-darwin-arm64-0.34.2.tgz", + "integrity": "sha512-OfXHZPppddivUJnqyKoi5YVeHRkkNE2zUFT2gbpKxp/JZCFYEYubnMg+gOp6lWfasPrTS+KPosKqdI+ELYVDtg==", "cpu": [ "arm64" ], @@ -741,13 +741,13 @@ "url": "https://opencollective.com/libvips" }, "optionalDependencies": { - "@img/sharp-libvips-darwin-arm64": "1.0.4" + "@img/sharp-libvips-darwin-arm64": "1.1.0" } }, "node_modules/@img/sharp-darwin-x64": { - "version": "0.33.5", - "resolved": "https://registry.npmjs.org/@img/sharp-darwin-x64/-/sharp-darwin-x64-0.33.5.tgz", - "integrity": "sha512-fyHac4jIc1ANYGRDxtiqelIbdWkIuQaI84Mv45KvGRRxSAa7o7d1ZKAOBaYbnepLC1WqxfpimdeWfvqqSGwR2Q==", + "version": "0.34.2", + "resolved": "https://registry.npmjs.org/@img/sharp-darwin-x64/-/sharp-darwin-x64-0.34.2.tgz", + "integrity": "sha512-dYvWqmjU9VxqXmjEtjmvHnGqF8GrVjM2Epj9rJ6BUIXvk8slvNDJbhGFvIoXzkDhrJC2jUxNLz/GUjjvSzfw+g==", "cpu": [ "x64" ], @@ -763,13 +763,13 @@ "url": "https://opencollective.com/libvips" }, "optionalDependencies": { - "@img/sharp-libvips-darwin-x64": "1.0.4" + "@img/sharp-libvips-darwin-x64": "1.1.0" } }, "node_modules/@img/sharp-libvips-darwin-arm64": { - "version": "1.0.4", - "resolved": "https://registry.npmjs.org/@img/sharp-libvips-darwin-arm64/-/sharp-libvips-darwin-arm64-1.0.4.tgz", - "integrity": "sha512-XblONe153h0O2zuFfTAbQYAX2JhYmDHeWikp1LM9Hul9gVPjFY427k6dFEcOL72O01QxQsWi761svJ/ev9xEDg==", + "version": "1.1.0", + "resolved": "https://registry.npmjs.org/@img/sharp-libvips-darwin-arm64/-/sharp-libvips-darwin-arm64-1.1.0.tgz", + "integrity": "sha512-HZ/JUmPwrJSoM4DIQPv/BfNh9yrOA8tlBbqbLz4JZ5uew2+o22Ik+tHQJcih7QJuSa0zo5coHTfD5J8inqj9DA==", "cpu": [ "arm64" ], @@ -783,9 +783,9 @@ } }, "node_modules/@img/sharp-libvips-darwin-x64": { - "version": "1.0.4", - "resolved": "https://registry.npmjs.org/@img/sharp-libvips-darwin-x64/-/sharp-libvips-darwin-x64-1.0.4.tgz", - "integrity": "sha512-xnGR8YuZYfJGmWPvmlunFaWJsb9T/AO2ykoP3Fz/0X5XV2aoYBPkX6xqCQvUTKKiLddarLaxpzNe+b1hjeWHAQ==", + "version": "1.1.0", + "resolved": "https://registry.npmjs.org/@img/sharp-libvips-darwin-x64/-/sharp-libvips-darwin-x64-1.1.0.tgz", + "integrity": "sha512-Xzc2ToEmHN+hfvsl9wja0RlnXEgpKNmftriQp6XzY/RaSfwD9th+MSh0WQKzUreLKKINb3afirxW7A0fz2YWuQ==", "cpu": [ "x64" ], @@ -799,9 +799,9 @@ } }, "node_modules/@img/sharp-libvips-linux-arm": { - "version": "1.0.5", - "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-arm/-/sharp-libvips-linux-arm-1.0.5.tgz", - "integrity": "sha512-gvcC4ACAOPRNATg/ov8/MnbxFDJqf/pDePbBnuBDcjsI8PssmjoKMAz4LtLaVi+OnSb5FK/yIOamqDwGmXW32g==", + "version": "1.1.0", + "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-arm/-/sharp-libvips-linux-arm-1.1.0.tgz", + "integrity": "sha512-s8BAd0lwUIvYCJyRdFqvsj+BJIpDBSxs6ivrOPm/R7piTs5UIwY5OjXrP2bqXC9/moGsyRa37eYWYCOGVXxVrA==", "cpu": [ "arm" ], @@ -815,9 +815,9 @@ } }, "node_modules/@img/sharp-libvips-linux-arm64": { - "version": "1.0.4", - "resolved": 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"https://opencollective.com/libvips" + } + }, "node_modules/@img/sharp-libvips-linux-s390x": { - "version": "1.0.4", - "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-s390x/-/sharp-libvips-linux-s390x-1.0.4.tgz", - "integrity": "sha512-u7Wz6ntiSSgGSGcjZ55im6uvTrOxSIS8/dgoVMoiGE9I6JAfU50yH5BoDlYA1tcuGS7g/QNtetJnxA6QEsCVTA==", + "version": "1.1.0", + "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-s390x/-/sharp-libvips-linux-s390x-1.1.0.tgz", + "integrity": "sha512-xukSwvhguw7COyzvmjydRb3x/09+21HykyapcZchiCUkTThEQEOMtBj9UhkaBRLuBrgLFzQ2wbxdeCCJW/jgJA==", "cpu": [ "s390x" ], @@ -847,9 +863,9 @@ } }, "node_modules/@img/sharp-libvips-linux-x64": { - "version": "1.0.4", - "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-x64/-/sharp-libvips-linux-x64-1.0.4.tgz", - "integrity": "sha512-MmWmQ3iPFZr0Iev+BAgVMb3ZyC4KeFc3jFxnNbEPas60e1cIfevbtuyf9nDGIzOaW9PdnDciJm+wFFaTlj5xYw==", + "version": "1.1.0", + "resolved": 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"url": "https://opencollective.com/libvips" }, "optionalDependencies": { - "@img/sharp-darwin-arm64": "0.33.5", - "@img/sharp-darwin-x64": "0.33.5", - "@img/sharp-libvips-darwin-arm64": "1.0.4", - "@img/sharp-libvips-darwin-x64": "1.0.4", - "@img/sharp-libvips-linux-arm": "1.0.5", - "@img/sharp-libvips-linux-arm64": "1.0.4", - "@img/sharp-libvips-linux-s390x": "1.0.4", - "@img/sharp-libvips-linux-x64": "1.0.4", - "@img/sharp-libvips-linuxmusl-arm64": "1.0.4", - "@img/sharp-libvips-linuxmusl-x64": "1.0.4", - "@img/sharp-linux-arm": "0.33.5", - "@img/sharp-linux-arm64": "0.33.5", - "@img/sharp-linux-s390x": "0.33.5", - "@img/sharp-linux-x64": "0.33.5", - "@img/sharp-linuxmusl-arm64": "0.33.5", - "@img/sharp-linuxmusl-x64": "0.33.5", - "@img/sharp-wasm32": "0.33.5", - "@img/sharp-win32-ia32": "0.33.5", - "@img/sharp-win32-x64": "0.33.5" + "@img/sharp-darwin-arm64": "0.34.2", + "@img/sharp-darwin-x64": "0.34.2", + "@img/sharp-libvips-darwin-arm64": "1.1.0", + 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"version": "15.2.4", + "resolved": "https://registry.npmjs.org/@next/swc-win32-x64-msvc/-/swc-win32-x64-msvc-15.2.4.tgz", + "integrity": "sha512-SbnWkJmkS7Xl3kre8SdMF6F/XDh1DTFEhp0jRTj/uB8iPKoU2bb2NDfcu+iifv1+mxQEd1g2vvSxcZbXSKyWiQ==", "cpu": [ "x64" ], @@ -4734,12 +4734,12 @@ } }, "node_modules/next": { - "version": "15.1.7", - "resolved": "https://registry.npmjs.org/next/-/next-15.1.7.tgz", - "integrity": "sha512-GNeINPGS9c6OZKCvKypbL8GTsT5GhWPp4DM0fzkXJuXMilOO2EeFxuAY6JZbtk6XIl6Ws10ag3xRINDjSO5+wg==", + "version": "15.2.4", + "resolved": "https://registry.npmjs.org/next/-/next-15.2.4.tgz", + "integrity": "sha512-VwL+LAaPSxEkd3lU2xWbgEOtrM8oedmyhBqaVNmgKB+GvZlCy9rgaEc+y2on0wv+l0oSFqLtYD6dcC1eAedUaQ==", "license": "MIT", "dependencies": { - "@next/env": "15.1.7", + "@next/env": "15.2.4", "@swc/counter": "0.1.3", "@swc/helpers": "0.5.15", "busboy": "1.6.0", @@ -4754,14 +4754,14 @@ "node": "^18.18.0 || ^19.8.0 || >= 20.0.0" }, "optionalDependencies": { - "@next/swc-darwin-arm64": "15.1.7", - "@next/swc-darwin-x64": "15.1.7", - "@next/swc-linux-arm64-gnu": "15.1.7", - "@next/swc-linux-arm64-musl": "15.1.7", - "@next/swc-linux-x64-gnu": "15.1.7", - "@next/swc-linux-x64-musl": "15.1.7", - "@next/swc-win32-arm64-msvc": "15.1.7", - "@next/swc-win32-x64-msvc": "15.1.7", + "@next/swc-darwin-arm64": "15.2.4", + "@next/swc-darwin-x64": "15.2.4", + "@next/swc-linux-arm64-gnu": "15.2.4", + "@next/swc-linux-arm64-musl": "15.2.4", + "@next/swc-linux-x64-gnu": "15.2.4", + "@next/swc-linux-x64-musl": "15.2.4", + "@next/swc-win32-arm64-msvc": "15.2.4", + "@next/swc-win32-x64-msvc": "15.2.4", "sharp": "^0.33.5" }, "peerDependencies": { diff --git a/examples/integrations/vercel/vercel-puppeteer/package.json b/examples/integrations/vercel/vercel-puppeteer/package.json index bad1901..bef7713 100644 --- a/examples/integrations/vercel/vercel-puppeteer/package.json +++ b/examples/integrations/vercel/vercel-puppeteer/package.json @@ -11,7 +11,7 @@ "dependencies": { "@browserbasehq/sdk": "^2.3.0", "@browserbasehq/stagehand": "^1.13.1", - "next": "15.1.7", + "next": "15.2.4", "node-html-markdown": "^1.3.0", "prettier": "^3.5.1", "puppeteer-core": "^24.3.0", From 95dacdf4ec577748f1d1f2e7ef9fed35e269eee2 Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Sat, 31 May 2025 19:35:38 -0700 Subject: [PATCH 03/47] added braintrust and agentkit readmes (#1) --- README.md | 2 +- examples/integrations/agentkit/README.md | 39 ++++++++++++++++++++++ examples/integrations/braintrust/README.md | 30 +++++++++++++++++ 3 files changed, 70 insertions(+), 1 deletion(-) create mode 100644 examples/integrations/agentkit/README.md create mode 100644 examples/integrations/braintrust/README.md diff --git a/README.md b/README.md index 4cf7e87..1f6cba8 100644 --- a/README.md +++ b/README.md @@ -63,7 +63,7 @@ Enhance your Vercel applications with web-browsing capabilities. Build Generativ ### 📊 Evaluation & Testing -#### [**Braintrust Integration**](./examples/integrations/braintrust/) +#### [**Braintrust Integration**](./examples/integrations/braintrust/README.md) Integrate Browserbase with Braintrust for evaluation and testing of AI agent performance in web environments. Monitor, measure, and improve your browser automation workflows. ## 🏗️ Monorepo Structure diff --git a/examples/integrations/agentkit/README.md b/examples/integrations/agentkit/README.md new file mode 100644 index 0000000..67ce4b9 --- /dev/null +++ b/examples/integrations/agentkit/README.md @@ -0,0 +1,39 @@ +# AgentKit + +## Using AgentKit with Browserbase + +Develop AI Agents that can browse the web autonomously using Browserbase and AgentKit (by inngest). + +## Overview + +By the end of this guide, you'll have an AI agent built with AgentKit that can browse the web using Browserbase. + +### You'll learn how to: + +- Create AgentKit tools that leverage Browserbase's managed headless browsers +- Build autonomous web browsing agents that can search, extract data, and interact with websites +- Use Stagehand, Browserbase's AI-powered browser automation library, to create resilient web agents + +### This integration is useful for: + +- Building AI agents that can fetch real-time information from the web +- Creating autonomous browsing capabilities within your agents +- Developing resilient web scraping and interaction systems +- Enabling your agents to perform complex web-based tasks + +### Integration Approaches + +There are two approaches to using Browserbase with AgentKit: + +1. **Create custom Browserbase tools**: Ideal for simple actions on webpages with manual browser control +2. **Use Stagehand library as tools**: Better for autonomous browsing and resilient web scraping + +### Prerequisites + +Before you start, make sure you have: + +- AgentKit installed +- Browserbase Project ID & API key +- (Optional) LLM API key of your choice to use with Stagehand + +Next, let's dive into building web browsing agents with AgentKit and Browserbase. diff --git a/examples/integrations/braintrust/README.md b/examples/integrations/braintrust/README.md new file mode 100644 index 0000000..770f0f0 --- /dev/null +++ b/examples/integrations/braintrust/README.md @@ -0,0 +1,30 @@ +# Braintrust Integration + +Utilize Browserbase with Braintrust for advanced browser automation. + +## Overview + +Braintrust is a platform for building AI applications, making it more efficient for Large Language Models (LLMs) to become more robust, reliable, and interactive. + +### Key Features + +- Prototyping with different prompts and LLMs in a sandboxed environment +- Real-time monitoring and performance insights +- Data management through intuitive UI + +## Tool Calling Support + +Most Large Language Models support tool calling, which allows you to define tools with well-defined input and output types. Common use cases include: + +1. Enabling models to "call" tools that perform external tasks and use those results to produce a final response +2. Coercing models into producing structured outputs that match a given JSON schema + +Braintrust supports both use cases, allowing prompts to be executed directly using TypeScript or Python. + +### Custom Functions + +Custom functions enhance LLM capabilities by enabling: + +- Web-browsing capabilities (using tools like Browserbase) +- Complex computations +- External API access \ No newline at end of file From c9f11c0a432368c6dea269aeeb1d893c903020b1 Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Sat, 31 May 2025 19:35:48 -0700 Subject: [PATCH 04/47] add mongodb integration (#2) --- README.md | 11 + examples/integrations/mongodb/.cursorrules | 140 + examples/integrations/mongodb/.env.example | 15 + examples/integrations/mongodb/.gitignore | 7 + examples/integrations/mongodb/LICENSE | 7 + examples/integrations/mongodb/README.md | 99 + examples/integrations/mongodb/index.ts | 546 ++++ .../integrations/mongodb/package-lock.json | 2582 +++++++++++++++++ examples/integrations/mongodb/package.json | 24 + .../integrations/mongodb/stagehand.config.ts | 43 + examples/integrations/mongodb/tsconfig.json | 17 + examples/integrations/mongodb/utils.ts | 171 ++ 12 files changed, 3662 insertions(+) create mode 100644 examples/integrations/mongodb/.cursorrules create mode 100644 examples/integrations/mongodb/.env.example create mode 100644 examples/integrations/mongodb/.gitignore create mode 100644 examples/integrations/mongodb/LICENSE create mode 100644 examples/integrations/mongodb/README.md create mode 100644 examples/integrations/mongodb/index.ts create mode 100644 examples/integrations/mongodb/package-lock.json create mode 100644 examples/integrations/mongodb/package.json create mode 100644 examples/integrations/mongodb/stagehand.config.ts create mode 100644 examples/integrations/mongodb/tsconfig.json create mode 100644 examples/integrations/mongodb/utils.ts diff --git a/README.md b/README.md index 1f6cba8..d3bf8ab 100644 --- a/README.md +++ b/README.md @@ -66,6 +66,16 @@ Enhance your Vercel applications with web-browsing capabilities. Build Generativ #### [**Braintrust Integration**](./examples/integrations/braintrust/README.md) Integrate Browserbase with Braintrust for evaluation and testing of AI agent performance in web environments. Monitor, measure, and improve your browser automation workflows. +#### [**MongoDB Integration**](./examples/integrations/mongodb/README.md) +**Intelligent Web Scraping & Data Storage** - Extract structured data from e-commerce websites using Stagehand and store it in MongoDB for analysis. Perfect for building data pipelines, market research, and competitive analysis workflows. + +**Capabilities:** +- AI-powered web scraping with Stagehand +- Structured data extraction with schema validation +- MongoDB storage for persistence and querying +- Built-in data analysis and reporting +- Robust error handling for production use + ## 🏗️ Monorepo Structure ``` @@ -80,6 +90,7 @@ integrations/ │ ├── langchain/ # LangChain framework integration │ ├── browser-use/ # Simplified browser automation │ ├── braintrust/ # Evaluation and testing tools +│ ├── mongodb/ # MongoDB data extraction & storage │ └── agentkit/ # AgentKit implementations └── README.md # This file ``` diff --git a/examples/integrations/mongodb/.cursorrules b/examples/integrations/mongodb/.cursorrules new file mode 100644 index 0000000..fe68bca --- /dev/null +++ b/examples/integrations/mongodb/.cursorrules @@ -0,0 +1,140 @@ +# Stagehand Project + +This is a project that uses Stagehand, which amplifies Playwright with `act`, `extract`, and `observe` added to the Page class. + +`Stagehand` is a class that provides config, a `StagehandPage` object via `stagehand.page`, and a `StagehandContext` object via `stagehand.context`. + +`Page` is a class that extends the Playwright `Page` class and adds `act`, `extract`, and `observe` methods. +`Context` is a class that extends the Playwright `BrowserContext` class. + +Use the following rules to write code for this project. + +- To take an action on the page like "click the sign in button", use Stagehand `act` like this: + +```typescript +await page.act("Click the sign in button"); +``` + +- To plan an instruction before taking an action, use Stagehand `observe` to get the action to execute. + +```typescript +const [action] = await page.observe("Click the sign in button"); +``` + +- The result of `observe` is an array of `ObserveResult` objects that can directly be used as params for `act` like this: + + ```typescript + const [action] = await page.observe("Click the sign in button"); + await page.act(action); + ``` + +- When writing code that needs to extract data from the page, use Stagehand `extract`. Explicitly pass the following params by default: + +```typescript +const { someValue } = await page.extract({ + instruction: the instruction to execute, + schema: z.object({ + someValue: z.string(), + }), // The schema to extract +}); +``` + +## Initialize + +```typescript +import { Stagehand } from "@browserbasehq/stagehand"; +import StagehandConfig from "./stagehand.config"; + +const stagehand = new Stagehand(StagehandConfig); +await stagehand.init(); + +const page = stagehand.page; // Playwright Page with act, extract, and observe methods +const context = stagehand.context; // Playwright BrowserContext +``` + +## Act + +You can cache the results of `observe` and use them as params for `act` like this: + +```typescript +const instruction = "Click the sign in button"; +const cachedAction = await getCache(instruction); + +if (cachedAction) { + await page.act(cachedAction); +} else { + try { + const results = await page.observe(instruction); + await setCache(instruction, results); + await page.act(results[0]); + } catch (error) { + await page.act(instruction); // If the action is not cached, execute the instruction directly + } +} +``` + +Be sure to cache the results of `observe` and use them as params for `act` to avoid unexpected DOM changes. Using `act` without caching will result in more unpredictable behavior. + +Act `action` should be as atomic and specific as possible, i.e. "Click the sign in button" or "Type 'hello' into the search input". +AVOID actions that are more than one step, i.e. "Order me pizza" or "Type in the search bar and hit enter". + +## Extract + +If you are writing code that needs to extract data from the page, use Stagehand `extract`. + +```typescript +const signInButtonText = await page.extract("extract the sign in button text"); +``` + +You can also pass in params like an output schema in Zod, and a flag to use text extraction: + +```typescript +const data = await page.extract({ + instruction: "extract the sign in button text", + schema: z.object({ + text: z.string(), + }), +}); +``` + +`schema` is a Zod schema that describes the data you want to extract. To extract an array, make sure to pass in a single object that contains the array, as follows: + +```typescript +const data = await page.extract({ + instruction: "extract the text inside all buttons", + schema: z.object({ + text: z.array(z.string()), + }), + useTextExtract: true, // Set true for larger-scale extractions (multiple paragraphs), or set false for small extractions (name, birthday, etc) +}); +``` + +## Agent + +Use the `agent` method to automonously execute larger tasks like "Get the stock price of NVDA" + +```typescript +// Navigate to a website +await stagehand.page.goto("https://www.google.com"); + +const agent = stagehand.agent({ + // You can use either OpenAI or Anthropic + provider: "openai", + // The model to use (claude-3-7-sonnet-20250219 or claude-3-5-sonnet-20240620 for Anthropic) + model: "computer-use-preview", + + // Customize the system prompt + instructions: `You are a helpful assistant that can use a web browser. + Do not ask follow up questions, the user will trust your judgement.`, + + // Customize the API key + options: { + apiKey: process.env.OPENAI_API_KEY, + }, +}); + +// Execute the agent +await agent.execute( + "Apply for a library card at the San Francisco Public Library" +); +``` diff --git a/examples/integrations/mongodb/.env.example b/examples/integrations/mongodb/.env.example new file mode 100644 index 0000000..c810410 --- /dev/null +++ b/examples/integrations/mongodb/.env.example @@ -0,0 +1,15 @@ +# MongoDB Connection + +# Local MongoDB instance +# MONGO_URI=mongodb://localhost:27017 + +# MongoDB Atlas connection string format: +# MONGO_URI=mongodb+srv://:@.mongodb.net/?retryWrites=true&w=majority + +# Database name +DB_NAME=scraper_db + +BROWSERBASE_PROJECT_ID="YOUR_BROWSERBASE_PROJECT_ID" +BROWSERBASE_API_KEY="YOUR_BROWSERBASE_API_KEY" +OPENAI_API_KEY="THIS_IS_OPTIONAL_WITH_ANTHROPIC_KEY" +ANTHROPIC_API_KEY="THIS_IS_OPTIONAL_WITH_OPENAI_KEY" \ No newline at end of file diff --git a/examples/integrations/mongodb/.gitignore b/examples/integrations/mongodb/.gitignore new file mode 100644 index 0000000..b9151e0 --- /dev/null +++ b/examples/integrations/mongodb/.gitignore @@ -0,0 +1,7 @@ +.env +node_modules +tmp +downloads +.DS_Store +dist +cache.json \ No newline at end of file diff --git a/examples/integrations/mongodb/LICENSE b/examples/integrations/mongodb/LICENSE new file mode 100644 index 0000000..a4b1230 --- /dev/null +++ b/examples/integrations/mongodb/LICENSE @@ -0,0 +1,7 @@ +Copyright 2025 Browserbase, Inc + +Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. \ No newline at end of file diff --git a/examples/integrations/mongodb/README.md b/examples/integrations/mongodb/README.md new file mode 100644 index 0000000..df318f8 --- /dev/null +++ b/examples/integrations/mongodb/README.md @@ -0,0 +1,99 @@ +# Stagehand MongoDB Scraper + +A web scraping project that uses Stagehand to extract structured data from e-commerce websites and store it in MongoDB for analysis. + +## Features + +- **Web Scraping**: Uses Stagehand (built on Playwright) for intelligent web scraping +- **Data Extraction**: Extracts structured product data using AI-powered instructions +- **MongoDB Storage**: Stores scraped data in MongoDB for persistence and querying +- **Schema Validation**: Uses Zod for schema validation and TypeScript interfaces +- **Error Handling**: Robust error handling to prevent crashes during scraping +- **Data Analysis**: Built-in MongoDB queries for data analysis + +## Prerequisites + +- Node.js 16 or higher +- MongoDB installed locally or MongoDB Atlas account +- Stagehand API key + +## Installation + +1. Clone the repository: + ``` + git clone + cd stagehand-mongodb-scraper + ``` + +2. Install dependencies: + ``` + npm install + ``` + +3. Set up environment variables: + ``` + # Create a .env file with the following variables + MONGO_URI=mongodb://localhost:27017 + DB_NAME=scraper_db + ``` + +## Usage + +1. Start MongoDB locally: + ``` + mongod + ``` + +2. Run the scraper: + ``` + npm start + ``` + +3. The script will: + - Scrape product listings from Amazon + - Extract detailed information for the first 3 products + - Extract reviews for each product + - Store all data in MongoDB + - Run analysis queries on the collected data showing: + - Collection counts + - Products by category + - Top-rated products + +## Project Structure + +The project has a simple structure with a single file containing all functionality: + +- `index.ts`: Contains the complete implementation including: + - MongoDB connection and data operations + - Schema definitions + - Scraping functions + - Data analysis + - Main execution logic +- `stagehand.config.js`: Stagehand configuration +- `.env.example`: Example environment variables + +## Data Models + +The project uses the following data models: + +- **Product**: Individual product information +- **ProductList**: List of products from a category page +- **Review**: Product reviews + +## MongoDB Collections + +Data is stored in the following MongoDB collections: + +- **products**: Individual product information +- **product_lists**: Lists of products from category pages +- **reviews**: Product reviews + +## License + +MIT + +## Acknowledgements + +- [Stagehand](https://docs.stagehand.dev/) for the powerful web scraping capabilities +- [MongoDB](https://www.mongodb.com/) for the flexible document database +- [Zod](https://zod.dev/) for runtime schema validation diff --git a/examples/integrations/mongodb/index.ts b/examples/integrations/mongodb/index.ts new file mode 100644 index 0000000..eb78b9b --- /dev/null +++ b/examples/integrations/mongodb/index.ts @@ -0,0 +1,546 @@ +import { Stagehand, Page, BrowserContext } from "@browserbasehq/stagehand"; +import StagehandConfig from "./stagehand.config.js"; +import chalk from "chalk"; +import boxen from "boxen"; +import { z } from "zod"; +import { MongoServerError } from "mongodb"; +import { MongoClient, Db, Document } from 'mongodb'; + +/** + * 🤘 Welcome to Stagehand! Thanks so much for trying us out! + * 🛠️ CONFIGURATION: stagehand.config.ts will help you configure Stagehand + * + * 📝 Check out our docs for more fun use cases, like building agents + * https://docs.stagehand.dev/ + * + * 💬 If you have any feedback, reach out to us on Slack! + * https://stagehand.dev/slack + * + * 📚 You might also benefit from the docs for Zod, Browserbase, and Playwright: + * - https://zod.dev/ + * - https://docs.browserbase.com/ + * - https://playwright.dev/docs/intro + */ + +// ========== MongoDB Connection Configuration ========== +const MONGO_URI = process.env.MONGO_URI || 'mongodb://localhost:27017'; +const DB_NAME = process.env.DB_NAME || 'scraper_db'; + +let client: MongoClient | null = null; +let db: Db | null = null; + +// ========== Schema Definitions ========== +// Product schema for e-commerce websites +const ProductSchema = z.object({ + url: z.string(), + dateScraped: z.date(), + name: z.string(), + price: z.string(), + rating: z.number().optional(), + category: z.string().optional(), + id: z.string().optional(), + currency: z.string().optional(), + imageUrl: z.string().optional(), + reviewCount: z.number().optional(), + description: z.string().optional(), + specs: z.record(z.any()).optional() +}) satisfies z.ZodType; + +// Product list schema for results from category pages +const ProductListSchema = z.object({ + products: z.array(ProductSchema), + category: z.string().optional(), + dateScraped: z.date(), + totalProducts: z.number().optional(), + page: z.number().optional(), + websiteName: z.string().optional() +}) satisfies z.ZodType; + +// Types are inferred from the schemas +export type Product = z.infer; +export type ProductList = z.infer; + +// Collection names for MongoDB +const COLLECTIONS = { + PRODUCTS: 'products', + PRODUCT_LISTS: 'product_lists' +} as const; + +// Index definitions for MongoDB collections +interface IndexDefinition { + key: { [key: string]: number }; + name: string; + unique?: boolean; +} + +const INDEXES = { + [COLLECTIONS.PRODUCTS]: [ + { key: { rating: 1 }, name: 'rating_idx' } as IndexDefinition, + { key: { category: 1 }, name: 'category_idx' } as IndexDefinition, + { key: { url: 1 }, name: 'url_idx', unique: true } as IndexDefinition, + { key: { dateScraped: -1 }, name: 'dateScraped_idx' } as IndexDefinition + ], + [COLLECTIONS.PRODUCT_LISTS]: [ + { key: { category: 1 }, name: 'category_idx' } as IndexDefinition, + { key: { dateScraped: -1 }, name: 'dateScraped_idx' } as IndexDefinition + ] +} as const; + +// Check and create indexes for all collections +async function createIndexes(db: Db): Promise { + console.log(chalk.blue('⚙️ Starting index creation...')); + + // First create all collections if they don't exist + for (const collectionName of Object.keys(INDEXES)) { + try { + await db.createCollection(collectionName); + console.log(chalk.green(`✅ Created collection: ${collectionName}`)); + } catch (error) { + if (error instanceof MongoServerError && error.code === 48) { + console.log(chalk.yellow(`⚠️ Collection ${collectionName} already exists`)); + } else { + console.error(chalk.red(`❌ Error creating collection ${collectionName}:`), error); + throw error; + } + } + } + + // Now create indexes for each collection + for (const [collectionName, indexes] of Object.entries(INDEXES)) { + console.log(chalk.blue(`⚙️ Processing indexes for collection: ${collectionName}`)); + const collection = db.collection(collectionName); + + for (const index of indexes) { + try { + console.log(chalk.blue(`⚙️ Creating index ${index.name} on ${collectionName} with keys:`, index.key)); + const existingIndexes = await collection.listIndexes().toArray(); + const indexExists = existingIndexes.some(idx => idx.name === index.name); + + if (indexExists) { + console.log(chalk.yellow(`⚠️ Index ${index.name} already exists on ${collectionName}`)); + } else { + await collection.createIndex(index.key, { + name: index.name, + unique: index.unique || false, + background: false + }); + console.log(chalk.green(`✅ Created index ${index.name} on ${collectionName}`)); + } + } catch (error) { + console.error(chalk.red(`❌ Error creating index ${index.name} on ${collectionName}:`), error); + } + } + } + + // Verify indexes were created + for (const [collectionName, indexes] of Object.entries(INDEXES)) { + const collection = db.collection(collectionName); + const existingIndexes = await collection.listIndexes().toArray(); + console.log(chalk.blue(`Indexes for ${collectionName}:`)); + console.log(existingIndexes); + } + + console.log(chalk.green('✅ Index creation completed')); +} + +// ========== MongoDB Utility Functions ========== +/** + * Connects to MongoDB + */ +async function connectToMongo(): Promise { + if (client) { + console.log('Using existing MongoDB connection'); + return client.db(DB_NAME); + } + + try { + console.log('Connecting to MongoDB...'); + client = new MongoClient(MONGO_URI); + await client.connect(); + + console.log('Connected to MongoDB'); + + // Verify if database exists + const adminDb = client.db('admin'); + const databases = await adminDb.admin().listDatabases(); + const dbExists = databases.databases?.some((db: { name: string }) => db.name === DB_NAME) ?? false; + + if (!dbExists) { + console.log(chalk.blue(`⚙️ Creating database: ${DB_NAME}`)); + // Create a collection to trigger database creation + const db = client.db(DB_NAME); + await db.createCollection(COLLECTIONS.PRODUCTS); + console.log(chalk.green(`✅ Database ${DB_NAME} created successfully`)); + } else { + console.log(chalk.yellow(`⚠️ Database ${DB_NAME} already exists`)); + } + + const db = client.db(DB_NAME); + + // Create indexes for all collections + console.log('Creating indexes...'); + await createIndexes(db); + console.log('Indexes created successfully'); + + return db; + } catch (error) { + console.error('Error connecting to MongoDB:', error); + throw error; + } +} + +/** + * Closes the MongoDB connection + */ +async function closeMongo(): Promise { + if (client) { + await client.close(); + console.log('MongoDB connection closed'); + client = null; + db = null; + } +} + +/** + * Stores data in a MongoDB collection + */ +async function storeData(collectionName: string, data: T | T[]): Promise { + const db = await connectToMongo(); + + // Ensure collection exists + try { + await db.createCollection(collectionName); + console.log(chalk.green(`✅ Created collection: ${collectionName}`)); + } catch (error) { + if (error instanceof MongoServerError && error.code === 48) { + console.log(chalk.yellow(`⚠️ Collection ${collectionName} already exists`)); + } else { + console.error(chalk.red(`❌ Error creating collection ${collectionName}:`), error); + throw error; + } + } + + const collection = db.collection(collectionName); + + try { + if (Array.isArray(data)) { + await collection.insertMany(data as Document[]); + } else { + await collection.insertOne(data as Document); + } + console.log(chalk.green(`✅ Stored data in ${collectionName}`)); + } catch (error) { + console.error(chalk.red(`❌ Error storing data in ${collectionName}:`), error); + throw error; + } +} + +/** + * Finds documents in a MongoDB collection + */ +async function findData(collectionName: string, query = {}): Promise { + const database = await connectToMongo(); + const collection = database.collection(collectionName); + + try { + const documents = await collection.find(query).toArray(); + return documents as T[]; + } catch (error) { + console.error(`Error finding data in ${collectionName}:`, error); + throw error; + } +} + +/** + * Aggregates data in a MongoDB collection + */ +async function aggregateData( + collectionName: string, + pipeline: object[] +): Promise { + const database = await connectToMongo(); + const collection = database.collection(collectionName); + + try { + const results = await collection.aggregate(pipeline).toArray(); + return results as T[]; + } catch (error) { + console.error(`Error aggregating data in ${collectionName}:`, error); + throw error; + } +} + +// ========== Scraping Functions ========== +/** + * Scrapes a product list from an Amazon category page + */ +async function scrapeProductList(page: Page, categoryUrl: string): Promise { + // Navigate to Amazon homepage first + await page.goto('https://www.amazon.com'); + await page.waitForTimeout(2000); + + // Then navigate to the category page + await page.goto(categoryUrl); + + // Wait for products to load + await page.waitForSelector('[data-component-type="s-search-result"]', { timeout: 10000 }); + await page.waitForTimeout(2000); + + // Scroll to load more products + await page.evaluate(() => { + window.scrollTo(0, document.body.scrollHeight / 2); + }); + await page.waitForTimeout(1000); + await page.evaluate(() => { + window.scrollTo(0, document.body.scrollHeight); + }); + await page.waitForTimeout(1000); + + // Extract product data using Stagehand + const data = await page.extract({ + instruction: "Extract all product information from this Amazon category page, including product names, prices, URLs, ratings", + schema: z.object({ + products: z.array(z.object({ + name: z.string(), + price: z.string(), + url: z.string(), + rating: z.number().optional(), + reviewCount: z.number().optional(), + })), + category: z.string(), + totalProducts: z.number().optional(), + }), + }); + + // Process the extracted data + const products = data.products.map(product => ({ + ...product, + dateScraped: new Date(), + })); + + // Create the product list object + const productList: ProductList = { + products: products, + category: data.category, + dateScraped: new Date(), + totalProducts: products.length, + websiteName: "Amazon" + }; + + // Store the data in MongoDB + await storeData(COLLECTIONS.PRODUCT_LISTS, productList); + await storeData(COLLECTIONS.PRODUCTS, products); + + return productList; +} + +/** + * Scrapes detailed information for a single product + */ +async function scrapeProductDetails(page: Page, productUrl: string): Promise { + await page.goto(productUrl); + + // Wait for the page to load + await page.waitForTimeout(2000); + + // Scroll down to load more content + await page.evaluate(() => { + window.scrollTo(0, document.body.scrollHeight / 3); + }); + await page.waitForTimeout(1000); + await page.evaluate(() => { + window.scrollTo(0, document.body.scrollHeight * 2 / 3); + }); + await page.waitForTimeout(1000); + + // Extract product details using Stagehand + const product = await page.extract({ + instruction: "Extract detailed product information from this Amazon product page, including name, price, description, specifications, brand, category, image URL, rating, review count, and availability", + schema: ProductSchema.omit({ dateScraped: true }), + }); + + // Add additional data + const completeProduct: Product = { + ...product, + url: productUrl, + dateScraped: new Date(), + }; + + // Store the data in MongoDB + await storeData(COLLECTIONS.PRODUCTS, completeProduct); + + return completeProduct; +} + +// ========== Data Analysis Functions ========== +/** + * Run queries on the collected data + */ +async function runQueries(): Promise { + try { + // Connect to MongoDB + await connectToMongo(); + console.log(chalk.blue("🔌 Connected to MongoDB")); + + // Define types for MongoDB query results + interface CategoryCount { + _id: string | null; + count: number; + } + + // 1. Get total counts for each collection using MongoDB's native countDocuments + console.log(chalk.yellow("\n📊 Collection Counts:")); + if (!db) throw new Error('MongoDB connection not established'); + for (const [name, collection] of Object.entries(COLLECTIONS)) { + const count = await db.collection(collection).countDocuments(); + console.log(`${chalk.green(name)}: ${count} documents`); + } + + // 2. Products by category + console.log(chalk.yellow("\n📊 Products by Category:")); + const productsByCategory = await aggregateData( + COLLECTIONS.PRODUCTS, + [ + { $group: { _id: "$category", count: { $sum: 1 } } }, + { $sort: { count: -1 } } + ] + ); + + console.table( + productsByCategory.map(item => ({ + Category: item._id || "Unknown", + Count: item.count + })) + ); + + // 3. Find highest rated products + console.log(chalk.yellow("\n📊 Top Rated Products:")); + // First get the count of highly rated products + if (!db) throw new Error('MongoDB connection not established'); + const count = await db.collection(COLLECTIONS.PRODUCTS).countDocuments({ rating: { $gte: 4 } }); + console.log(chalk.yellow(`Found ${count} highly rated products (4+ stars)`)); + + // Only fetch and display the products if there are any + if (count > 0) { + const highestRatedProducts = await findData( + COLLECTIONS.PRODUCTS, + { rating: { $gte: 4 } } + ); + console.table( + highestRatedProducts.map((product: any) => ({ + Name: product.name, + Price: product.price, + Rating: product.rating, + Category: product.category || "Unknown" + })) + ); + } + + console.log(chalk.green("\n✅ Queries completed successfully!")); + } catch (error) { + console.error(chalk.red("❌ Error running queries:"), error); + } +} + +// ========== Main Function ========== +async function main({ + page, + context, + stagehand, +}: { + page: Page; + context: BrowserContext; + stagehand: Stagehand; +}) { + try { + // Connect to MongoDB + const db = await connectToMongo(); + + // Verify indexes were created + console.log(chalk.blue('Verifying indexes...')); + for (const [collectionName, indexes] of Object.entries(INDEXES)) { + const collection = db.collection(collectionName); + const existingIndexes = await collection.listIndexes().toArray(); + console.log(chalk.blue(`Indexes for ${collectionName}:`)); + console.log(existingIndexes); + } + + // Define the category URL for Amazon electronics + const categoryUrl = "https://www.amazon.com/s?k=laptops"; + + console.log(chalk.blue("📊 Starting to scrape product listing...")); + + // Scrape product listing + const productList = await scrapeProductList(page, categoryUrl); + console.log(chalk.green(`✅ Scraped ${productList.products.length} products from category: ${productList.category}`)); + + // Scrape detailed information for the first 3 products + const productsToScrape = productList.products.slice(0, 3); + + for (const [index, product] of productsToScrape.entries()) { + console.log(chalk.blue(`📊 Scraping details for product ${index + 1}/${productsToScrape.length}: ${product.name}`)); + + try { + // Scrape product details + const detailedProduct = await scrapeProductDetails(page, product.url); + console.log(chalk.green(`✅ Scraped detailed information for: ${detailedProduct.name}`)); + + // Wait between requests to avoid rate limiting + await page.waitForTimeout(2000); + } catch (error) { + console.error(chalk.red(`❌ Error scraping product ${product.name}:`), error); + } + } + + // Run queries on the collected data + await runQueries(); + + console.log(chalk.green("🎉 Scraping and MongoDB operations completed successfully!")); + } catch (error) { + console.error(chalk.red("❌ Error during scraping:"), error); + } finally { + // Close MongoDB connection + await closeMongo(); + } +} + +// ========== Entry Point ========== +async function run() { + const stagehand = new Stagehand({ + ...StagehandConfig, + }); + await stagehand.init(); + + if (StagehandConfig.env === "BROWSERBASE" && stagehand.browserbaseSessionID) { + console.log( + boxen( + `View this session live in your browser: \n${chalk.blue( + `https://browserbase.com/sessions/${stagehand.browserbaseSessionID}`, + )}`, + { + title: "Browserbase", + padding: 1, + margin: 3, + }, + ), + ); + } + + const page = stagehand.page; + const context = stagehand.context; + + await main({ + page, + context, + stagehand, + }); + + await stagehand.close(); + console.log( + `\n🤘 Thanks so much for using Stagehand! Reach out to us on Slack if you have any feedback: ${chalk.blue( + "https://stagehand.dev/slack", + )}\n`, + ); +} + +run(); diff --git a/examples/integrations/mongodb/package-lock.json b/examples/integrations/mongodb/package-lock.json new file mode 100644 index 0000000..f489473 --- /dev/null +++ b/examples/integrations/mongodb/package-lock.json @@ -0,0 +1,2582 @@ +{ + "name": "mongodb", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "mongodb", + "hasInstallScript": true, + "dependencies": { + "@browserbasehq/sdk": "2.5.0", + "@browserbasehq/stagehand": "2.2.1", + "@playwright/test": "^1.49.1", + "boxen": "^8.0.1", + "chalk": "^5.3.0", + "dotenv": "^16.4.7", + "mongodb": "^6.16.0", + "zod": "^3.22.4" + }, + "devDependencies": { + "tsx": "^4.19.2", + "typescript": "^5.0.0" + } + }, + "node_modules/@ai-sdk/anthropic": { + "version": "1.2.11", + "resolved": "https://registry.npmjs.org/@ai-sdk/anthropic/-/anthropic-1.2.11.tgz", + "integrity": 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"mongodb", + "type": "module", + "scripts": { + "build": "tsc", + "start": "tsx index.ts", + "postinstall": "playwright install" + }, + "dependencies": { + "@browserbasehq/sdk": "2.5.0", + "@browserbasehq/stagehand": "2.2.1", + "@playwright/test": "^1.49.1", + "boxen": "^8.0.1", + "chalk": "^5.3.0", + "dotenv": "^16.4.7", + "mongodb": "^6.16.0", + "zod": "^3.22.4" + }, + "devDependencies": { + "tsx": "^4.19.2", + "typescript": "^5.0.0" + }, + "packageManager": "pnpm@9.15.0+sha512.76e2379760a4328ec4415815bcd6628dee727af3779aaa4c914e3944156c4299921a89f976381ee107d41f12cfa4b66681ca9c718f0668fa0831ed4c6d8ba56c" +} diff --git a/examples/integrations/mongodb/stagehand.config.ts b/examples/integrations/mongodb/stagehand.config.ts new file mode 100644 index 0000000..5b479f8 --- /dev/null +++ b/examples/integrations/mongodb/stagehand.config.ts @@ -0,0 +1,43 @@ +import type { ConstructorParams } from "@browserbasehq/stagehand"; +import dotenv from "dotenv"; +false; +false; + +dotenv.config(); + +const StagehandConfig: ConstructorParams = { + verbose: 1 /* Verbosity level for logging: 0 = silent, 1 = info, 2 = all */, + domSettleTimeoutMs: 30_000 /* Timeout for DOM to settle in milliseconds */, + + // LLM configuration + modelName: "claude-3-7-sonnet-20250219" /* Name of the model to use */, + modelClientOptions: { + apiKey: process.env.ANTHROPIC_API_KEY, + } /* Configuration options for the model client */, + + // Browser configuration + // env: "BROWSERBASE" /* Environment to run in: LOCAL or BROWSERBASE */, + env: "LOCAL", + apiKey: process.env.BROWSERBASE_API_KEY /* API key for authentication */, + projectId: process.env.BROWSERBASE_PROJECT_ID /* Project identifier */, + browserbaseSessionID: + undefined /* Session ID for resuming Browserbase sessions */, + browserbaseSessionCreateParams: { + projectId: process.env.BROWSERBASE_PROJECT_ID!, + browserSettings: { + blockAds: true, + viewport: { + width: 1024, + height: 768, + }, + }, + }, + localBrowserLaunchOptions: { + viewport: { + width: 1024, + height: 768, + }, + } /* Configuration options for the local browser */, +}; + +export default StagehandConfig; diff --git a/examples/integrations/mongodb/tsconfig.json b/examples/integrations/mongodb/tsconfig.json new file mode 100644 index 0000000..2b269c1 --- /dev/null +++ b/examples/integrations/mongodb/tsconfig.json @@ -0,0 +1,17 @@ +{ + "compilerOptions": { + "target": "ES2022", + "module": "NodeNext", + "moduleResolution": "NodeNext", + "outDir": "./dist", + "rootDir": "./", + "strict": true, + "esModuleInterop": true, + "skipLibCheck": true, + "forceConsistentCasingInFileNames": true, + "allowImportingTsExtensions": false, + "noEmit": false + }, + "include": ["*.ts", "api", "examples/run.ts"], + "exclude": ["node_modules", "dist"] +} diff --git a/examples/integrations/mongodb/utils.ts b/examples/integrations/mongodb/utils.ts new file mode 100644 index 0000000..182b040 --- /dev/null +++ b/examples/integrations/mongodb/utils.ts @@ -0,0 +1,171 @@ +import { ObserveResult, Page } from "@browserbasehq/stagehand"; +import boxen from "boxen"; +import chalk from "chalk"; +import fs from "fs/promises"; +import { z } from "zod"; + +export function announce(message: string, title?: string) { + console.log( + boxen(message, { + padding: 1, + margin: 3, + title: title || "Stagehand", + }), + ); +} + +/** + * Get an environment variable and throw an error if it's not found + * @param name - The name of the environment variable + * @returns The value of the environment variable + */ +export function getEnvVar(name: string, required = true): string | undefined { + const value = process.env[name]; + if (!value && required) { + throw new Error(`${name} not found in environment variables`); + } + return value; +} + +/** + * Validate a Zod schema against some data + * @param schema - The Zod schema to validate against + * @param data - The data to validate + * @returns Whether the data is valid against the schema + */ +export function validateZodSchema(schema: z.ZodTypeAny, data: unknown) { + try { + schema.parse(data); + return true; + } catch { + return false; + } +} + +export async function drawObserveOverlay(page: Page, results: ObserveResult[]) { + // Convert single xpath to array for consistent handling + const xpathList = results.map((result) => result.selector); + + // Filter out empty xpaths + const validXpaths = xpathList.filter((xpath) => xpath !== "xpath="); + + await page.evaluate((selectors) => { + selectors.forEach((selector) => { + let element; + if (selector.startsWith("xpath=")) { + const xpath = selector.substring(6); + element = document.evaluate( + xpath, + document, + null, + XPathResult.FIRST_ORDERED_NODE_TYPE, + null, + ).singleNodeValue; + } else { + element = document.querySelector(selector); + } + + if (element instanceof HTMLElement) { + const overlay = document.createElement("div"); + overlay.setAttribute("stagehandObserve", "true"); + const rect = element.getBoundingClientRect(); + overlay.style.position = "absolute"; + overlay.style.left = rect.left + "px"; + overlay.style.top = rect.top + "px"; + overlay.style.width = rect.width + "px"; + overlay.style.height = rect.height + "px"; + overlay.style.backgroundColor = "rgba(255, 255, 0, 0.3)"; + overlay.style.pointerEvents = "none"; + overlay.style.zIndex = "10000"; + document.body.appendChild(overlay); + } + }); + }, validXpaths); +} + +export async function clearOverlays(page: Page) { + // remove existing stagehandObserve attributes + await page.evaluate(() => { + const elements = document.querySelectorAll('[stagehandObserve="true"]'); + elements.forEach((el) => { + const parent = el.parentNode; + while (el.firstChild) { + parent?.insertBefore(el.firstChild, el); + } + parent?.removeChild(el); + }); + }); +} + +export async function simpleCache( + instruction: string, + actionToCache: ObserveResult, +) { + // Save action to cache.json + try { + // Read existing cache if it exists + let cache: Record = {}; + try { + const existingCache = await fs.readFile("cache.json", "utf-8"); + cache = JSON.parse(existingCache); + } catch (error) { + // File doesn't exist yet, use empty cache + } + + // Add new action to cache + cache[instruction] = actionToCache; + + // Write updated cache to file + await fs.writeFile("cache.json", JSON.stringify(cache, null, 2)); + } catch (error) { + console.error(chalk.red("Failed to save to cache:"), error); + } +} + +export async function readCache( + instruction: string, +): Promise { + try { + const existingCache = await fs.readFile("cache.json", "utf-8"); + const cache: Record = JSON.parse(existingCache); + return cache[instruction] || null; + } catch (error) { + return null; + } +} + +/** + * This function is used to act with a cacheable action. + * It will first try to get the action from the cache. + * If not in cache, it will observe the page and cache the result. + * Then it will execute the action. + * @param instruction - The instruction to act with. + */ +export async function actWithCache( + page: Page, + instruction: string, +): Promise { + // Try to get action from cache first + const cachedAction = await readCache(instruction); + if (cachedAction) { + console.log(chalk.blue("Using cached action for:"), instruction); + await page.act(cachedAction); + return; + } + + // If not in cache, observe the page and cache the result + const results = await page.observe(instruction); + console.log(chalk.blue("Got results:"), results); + + // Cache the playwright action + const actionToCache = results[0]; + console.log(chalk.blue("Taking cacheable action:"), actionToCache); + await simpleCache(instruction, actionToCache); + // OPTIONAL: Draw an overlay over the relevant xpaths + await drawObserveOverlay(page, results); + await page.waitForTimeout(1000); // Can delete this line, just a pause to see the overlay + await clearOverlays(page); + + // Execute the action + await page.act(actionToCache); +} From f4330800130c3e286e2c19d0a875454f8dcd475a Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Sat, 31 May 2025 19:35:58 -0700 Subject: [PATCH 05/47] added langchain and crew ai stagehand integrations (#5) --- examples/integrations/crewai/README.md | 24 +- .../integrations/crewai/stagehand/README.md | 21 + .../integrations/crewai/stagehand/main.py | 55 + examples/integrations/langchain/README.md | 28 +- .../langchain/{ => browserbase}/.gitignore | 0 .../langchain/browserbase/README.md | 25 + .../langchain/{ => browserbase}/main.py | 0 .../{ => browserbase}/requirements.txt | 0 .../langchain/stagehand/README.md | 34 + .../langchain/stagehand/package-lock.json | 2734 +++++++++++++++++ .../langchain/stagehand/package.json | 19 + .../langchain/stagehand/src/index.js | 38 + 12 files changed, 2957 insertions(+), 21 deletions(-) create mode 100644 examples/integrations/crewai/stagehand/README.md create mode 100644 examples/integrations/crewai/stagehand/main.py rename examples/integrations/langchain/{ => browserbase}/.gitignore (100%) create mode 100644 examples/integrations/langchain/browserbase/README.md rename examples/integrations/langchain/{ => browserbase}/main.py (100%) rename examples/integrations/langchain/{ => browserbase}/requirements.txt (100%) create mode 100644 examples/integrations/langchain/stagehand/README.md create mode 100644 examples/integrations/langchain/stagehand/package-lock.json create mode 100644 examples/integrations/langchain/stagehand/package.json create mode 100644 examples/integrations/langchain/stagehand/src/index.js diff --git a/examples/integrations/crewai/README.md b/examples/integrations/crewai/README.md index 3b71cdb..55e04f0 100644 --- a/examples/integrations/crewai/README.md +++ b/examples/integrations/crewai/README.md @@ -15,4 +15,26 @@ AI Agents rely on tools to gather rich contexts and perform actions to achieve s Browserbase provides a `BrowserbaseLoadTool` that Agents can use to retrieve context from complex webpages, enabling them to: - Extract text from webpages using JavaScript or anti-bot mechanisms -- Capture Images from webpages \ No newline at end of file +- Capture Images from webpages + +## Stagehand Integration + +Automate browser tasks using natural language instructions with CrewAI + +This tool integrates the Stagehand Python SDK with CrewAI, allowing agents to interact with websites and automate browser tasks using natural language instructions. + +### Description + +The StagehandTool wraps the Stagehand Python SDK to provide CrewAI agents with the ability to control a real web browser and interact with websites using three core primitives: + +- **Act**: Perform actions like clicking, typing, or navigating +- **Extract**: Extract structured data from web pages +- **Observe**: Identify and analyze elements on the page + +### Requirements + +Before using this tool, you will need: + +- A Browserbase account with API key and project ID +- An API key for an LLM (OpenAI or Anthropic Claude) +- The Stagehand Python SDK installed diff --git a/examples/integrations/crewai/stagehand/README.md b/examples/integrations/crewai/stagehand/README.md new file mode 100644 index 0000000..d162838 --- /dev/null +++ b/examples/integrations/crewai/stagehand/README.md @@ -0,0 +1,21 @@ +# CrewAI Integration + +Automate browser tasks using natural language instructions with CrewAI + +This tool integrates the Stagehand Python SDK with CrewAI, allowing agents to interact with websites and automate browser tasks using natural language instructions. + +## Description + +The StagehandTool wraps the Stagehand Python SDK to provide CrewAI agents with the ability to control a real web browser and interact with websites using three core primitives: + +- **Act**: Perform actions like clicking, typing, or navigating +- **Extract**: Extract structured data from web pages +- **Observe**: Identify and analyze elements on the page + +## Requirements + +Before using this tool, you will need: + +- A Browserbase account with API key and project ID +- An API key for an LLM (OpenAI or Anthropic Claude) +- The Stagehand Python SDK installed \ No newline at end of file diff --git a/examples/integrations/crewai/stagehand/main.py b/examples/integrations/crewai/stagehand/main.py new file mode 100644 index 0000000..a66d652 --- /dev/null +++ b/examples/integrations/crewai/stagehand/main.py @@ -0,0 +1,55 @@ +from crewai import Agent, Task, Crew +from crewai_tools import StagehandTool +from stagehand.schemas import AvailableModel +import os + +# Get API keys from environment +browserbase_api_key = os.environ.get("BROWSERBASE_API_KEY") +browserbase_project_id = os.environ.get("BROWSERBASE_PROJECT_ID") +model_api_key = os.environ.get("OPENAI_API_KEY") # or ANTHROPIC_API_KEY + +# Initialize the tool +stagehand_tool = StagehandTool( + api_key=browserbase_api_key, + project_id=browserbase_project_id, + model_api_key=model_api_key, + model_name=AvailableModel.GPT_4O, +) + +# Create an agent +researcher = Agent( + role="Web Researcher", + goal="Gather product information from an e-commerce website", + backstory="I specialize in extracting and analyzing web data.", + verbose=True, + tools=[stagehand_tool], +) + +# Form submission task +form_submission_task = Task( + description=""" + Submit a contact form on example.com: + 1. Go to example.com/contact + 2. Fill out the contact form with: + - Name: John Doe + - Email: john@example.com + - Subject: Information Request + - Message: I would like to learn more about your services + 3. Submit the form + 4. Confirm the submission was successful + """, + agent=researcher, +) + +# Run the crew +crew = Crew( + agents=[researcher], + tasks=[form_submission_task], + verbose=True, +) + +result = crew.kickoff() +print(result) + +# Clean up resources +stagehand_tool.close() \ No newline at end of file diff --git a/examples/integrations/langchain/README.md b/examples/integrations/langchain/README.md index 2691ef4..eb1c084 100644 --- a/examples/integrations/langchain/README.md +++ b/examples/integrations/langchain/README.md @@ -1,25 +1,13 @@ -# Langchain Integration +# Langchain Integration Examples -Add Browserbase to your Langchain application (Python). +This directory contains examples of integrating Langchain with our web automation tools: -## Introduction +1. **Browserbase Integration**: A lightweight solution for web scraping and data extraction using our managed browser infrastructure. -Langchain is a Python framework to build applications on top of large-language models (OpenAI, Llama, Gemini). +2. **Stagehand Integration**: Full web automation capabilities using our open-source AI-powered browser automation SDK. -Building on top of LLMs comes with many challenges: +Choose the example that best fits your needs: +- Use Browserbase for simple web scraping and data collection +- Use Stagehand for complex automation workflows with AI-driven interactions -- Gathering and preparing the data (context) and providing memory to models -- Orchestrating tasks to match LLM API requirements (ex, rate limiting, chunking) -- Parse the different LLM result format - -Langchain comes with a set of high-level concepts and tools to cope with those challenges: - -- Retrieval modules such as Document Loaders or Text splitter help with gathering and preparing the data provided to the models -- Model I/O is a set of tools that help to normalize the APIs across multiple models (ex: Prompt Templates) -- Agents and Tools help to build reasoning (ex: how to answer based on provided context, what actions to take) -- Chains help in orchestrating all the above - -Browserbase provides a Document Loader to enable your Langchain application to browse the web to: - -- Extract text or raw HTML, including from web pages using JavaScript or dynamically rendered text -- Load images via screenshots \ No newline at end of file +See the respective directories for detailed implementation guides. \ No newline at end of file diff --git a/examples/integrations/langchain/.gitignore b/examples/integrations/langchain/browserbase/.gitignore similarity index 100% rename from examples/integrations/langchain/.gitignore rename to examples/integrations/langchain/browserbase/.gitignore diff --git a/examples/integrations/langchain/browserbase/README.md b/examples/integrations/langchain/browserbase/README.md new file mode 100644 index 0000000..2691ef4 --- /dev/null +++ b/examples/integrations/langchain/browserbase/README.md @@ -0,0 +1,25 @@ +# Langchain Integration + +Add Browserbase to your Langchain application (Python). + +## Introduction + +Langchain is a Python framework to build applications on top of large-language models (OpenAI, Llama, Gemini). + +Building on top of LLMs comes with many challenges: + +- Gathering and preparing the data (context) and providing memory to models +- Orchestrating tasks to match LLM API requirements (ex, rate limiting, chunking) +- Parse the different LLM result format + +Langchain comes with a set of high-level concepts and tools to cope with those challenges: + +- Retrieval modules such as Document Loaders or Text splitter help with gathering and preparing the data provided to the models +- Model I/O is a set of tools that help to normalize the APIs across multiple models (ex: Prompt Templates) +- Agents and Tools help to build reasoning (ex: how to answer based on provided context, what actions to take) +- Chains help in orchestrating all the above + +Browserbase provides a Document Loader to enable your Langchain application to browse the web to: + +- Extract text or raw HTML, including from web pages using JavaScript or dynamically rendered text +- Load images via screenshots \ No newline at end of file diff --git a/examples/integrations/langchain/main.py b/examples/integrations/langchain/browserbase/main.py similarity index 100% rename from examples/integrations/langchain/main.py rename to examples/integrations/langchain/browserbase/main.py diff --git a/examples/integrations/langchain/requirements.txt b/examples/integrations/langchain/browserbase/requirements.txt similarity index 100% rename from examples/integrations/langchain/requirements.txt rename to examples/integrations/langchain/browserbase/requirements.txt diff --git a/examples/integrations/langchain/stagehand/README.md b/examples/integrations/langchain/stagehand/README.md new file mode 100644 index 0000000..41d8014 --- /dev/null +++ b/examples/integrations/langchain/stagehand/README.md @@ -0,0 +1,34 @@ +# Langchain JS + +## Integrate Stagehand with Langchain JS + +Stagehand can be integrated into Langchain JS by wrapping Stagehand's browser automation functionality with the StagehandToolkit. + +This toolkit provides specialized tools such as navigate, act, extract, and observe, all powered by Stagehand's underlying capabilities. + +For more details on this integration and how to work with Langchain, see the official Langchain documentation. + +## Use the tools + +- **stagehand_navigate**: Navigate to a specific URL. +- **stagehand_act**: Perform browser automation tasks like clicking buttons and typing in fields. +- **stagehand_extract**: Extract structured data from pages using Zod schemas. +- **stagehand_observe**: Investigate the DOM for possible actions or relevant elements. + +## Remote Browsers (Browserbase) + +Instead of `env: "LOCAL"`, specify `env: "BROWSERBASE"` and pass in your Browserbase credentials through environment variables: +- `BROWSERBASE_API_KEY` +- `BROWSERBASE_PROJECT_ID` + +## Using LangGraph Agents + +The StagehandToolkit can also be plugged into LangGraph's existing agent system. This lets you orchestrate more complex flows by combining Stagehand's tools with other Langchain tools. + +With the StagehandToolkit, you can quickly integrate natural-language-driven browser automation into workflows supported by Langchain. 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"peerDependencies": { + "zod": "^3.24.1" + } + } + } +} diff --git a/examples/integrations/langchain/stagehand/package.json b/examples/integrations/langchain/stagehand/package.json new file mode 100644 index 0000000..4a107a8 --- /dev/null +++ b/examples/integrations/langchain/stagehand/package.json @@ -0,0 +1,19 @@ +{ + "name": "langchain-stagehand", + "version": "1.0.0", + "description": "", + "main": "index.js", + "scripts": { + "test": "echo \"Error: no test specified\" && exit 1" + }, + "keywords": [], + "author": "", + "license": "ISC", + "type": "commonjs", + "dependencies": { + "@browserbasehq/stagehand": "^1.14.0", + "@langchain/community": "^0.3.44", + "@langchain/core": "^0.3.57", + "@langchain/langgraph": "^0.2.73" + } +} diff --git a/examples/integrations/langchain/stagehand/src/index.js b/examples/integrations/langchain/stagehand/src/index.js new file mode 100644 index 0000000..4ba9c95 --- /dev/null +++ b/examples/integrations/langchain/stagehand/src/index.js @@ -0,0 +1,38 @@ +import { Stagehand } from '@browserbasehq/stagehand'; +import { StagehandToolkit } from '@stagehand/langchain'; + +const stagehand = new Stagehand({ + env: 'LOCAL', + verbose: 2, + enableCaching: false, +}); + +const stagehandToolkit = await StagehandToolkit.fromStagehand(stagehand); + +// Find the relevant tool +const navigateTool = stagehandToolkit.tools.find( + t => t.name === 'stagehand_navigate' +); + +// Invoke it +await navigateTool.invoke('https://www.google.com'); + +// Suppose you want to act on the page +const actionTool = stagehandToolkit.tools.find(t => t.name === 'stagehand_act'); + +await actionTool.invoke('Search for "OpenAI"'); + +// Observe the current page +const observeTool = stagehandToolkit.tools.find( + t => t.name === 'stagehand_observe' +); + +const result = await observeTool.invoke( + 'What actions can be performed on the current page?' +); + +console.log(JSON.parse(result)); + +// Verification +const currentUrl = stagehand.page.url(); +console.log('Current URL:', currentUrl); From b10516bc366497de00f5d409737496a543bd40ea Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Sat, 31 May 2025 19:37:20 -0700 Subject: [PATCH 06/47] [Integration]: add agno to integrations (#6) * add agno to integrations * update example + openai to requirements * env vars' --- README.md | 11 ++++ examples/integrations/agno/.env.example | 4 ++ examples/integrations/agno/.gitignore | 1 + examples/integrations/agno/README.md | 48 ++++++++++++++++ examples/integrations/agno/main.py | 63 +++++++++++++++++++++ examples/integrations/agno/requirements.txt | 37 ++++++++++++ 6 files changed, 164 insertions(+) create mode 100644 examples/integrations/agno/.env.example create mode 100644 examples/integrations/agno/.gitignore create mode 100644 examples/integrations/agno/README.md create mode 100644 examples/integrations/agno/main.py create mode 100644 examples/integrations/agno/requirements.txt diff --git a/README.md b/README.md index d3bf8ab..6ba1534 100644 --- a/README.md +++ b/README.md @@ -35,6 +35,16 @@ Powerful integrations for AgentKit workflows with both Browserbase and Stagehand - **[Browserbase Implementation](./examples/integrations/agentkit/browserbase/README.md)** - Direct Browserbase integration for AgentKit - **[Stagehand Implementation](./examples/integrations/agentkit/stagehand/README.md)** - AI-powered web automation using Stagehand +#### [**Agno Integration**](./examples/integrations/agno/README.md) +**Intelligent Web Scraping with AI Agents** - Natural language web scraping using Agno's AI agents powered by Browserbase's cloud browser infrastructure. Perfect for complex data extraction, market research, and automated content monitoring. + +**Key Features:** +- Natural language scraping instructions +- AI agents that adapt to page changes +- Visual analysis and screenshot capabilities +- Structured data extraction (JSON, CSV) +- Automatic error recovery and retries + #### [**LangChain Integration**](./examples/integrations/langchain/README.md) Integrate Browserbase with LangChain's ecosystem for advanced AI applications. Build chains that can browse, extract, and interact with web content as part of larger AI workflows. @@ -90,6 +100,7 @@ integrations/ │ ├── langchain/ # LangChain framework integration │ ├── browser-use/ # Simplified browser automation │ ├── braintrust/ # Evaluation and testing tools +│ ├── agno/ # AI-powered web scraping agents │ ├── mongodb/ # MongoDB data extraction & storage │ └── agentkit/ # AgentKit implementations └── README.md # This file diff --git a/examples/integrations/agno/.env.example b/examples/integrations/agno/.env.example new file mode 100644 index 0000000..c136863 --- /dev/null +++ b/examples/integrations/agno/.env.example @@ -0,0 +1,4 @@ +BROWSERBASE_API_KEY= +BROWSERBASE_PROJECT_ID= + +OPENAI_API_KEY= \ No newline at end of file diff --git a/examples/integrations/agno/.gitignore b/examples/integrations/agno/.gitignore new file mode 100644 index 0000000..a979ee7 --- /dev/null +++ b/examples/integrations/agno/.gitignore @@ -0,0 +1 @@ +/venv \ No newline at end of file diff --git a/examples/integrations/agno/README.md b/examples/integrations/agno/README.md new file mode 100644 index 0000000..a46cf62 --- /dev/null +++ b/examples/integrations/agno/README.md @@ -0,0 +1,48 @@ +# Agno + Browserbase Integration + +**Intelligent web scraping with AI agents powered by Browserbase's cloud browser infrastructure.** + +Agno provides AI agents that can understand natural language instructions for web scraping, while Browserbase delivers the reliable browser infrastructure needed to handle modern JavaScript-heavy websites and bypass anti-bot protection. + +## 🚀 Why This Integration? + +### Traditional Scraping Challenges +- **JavaScript-Heavy Sites**: Content loads dynamically after page load +- **Anti-Bot Protection**: Advanced detection systems block traditional scrapers +- **Infrastructure Complexity**: Managing browsers and scaling is difficult + +### Agno + Browserbase Solution +- **🤖 AI-Powered**: Natural language scraping instructions +- **🚀 Real Browser**: Full Chrome with JavaScript execution +- **🛡️ Stealth Capabilities**: Bypasses anti-bot systems +- **⚡ Zero Infrastructure**: Cloud-managed browsers with automatic scaling + +## 📦 Key Features + +**Intelligent Automation**: AI agents adapt to page changes and handle complex workflows +**Visual Analysis**: Screenshots, layout detection, visual regression testing +**Multi-Step Navigation**: Handle pagination, forms, and complex user journeys +**Structured Data**: Extract data in JSON, CSV, or custom formats +**Error Recovery**: Automatic retries and intelligent error handling + +## 🔧 Setup + +**Install packages:** +```bash +pip install browserbase playwright agno +``` + +**Set environment variables:** +```bash +export BROWSERBASE_API_KEY=your_api_key_here +export BROWSERBASE_PROJECT_ID=your_project_id_here +``` + +*Get credentials from the [Browserbase dashboard](https://browserbase.com)* + +## 🤝 Support & Resources + +- **📧 Support**: [support@browserbase.com](mailto:support@browserbase.com) +- **📚 Documentation**: [docs.browserbase.com](https://docs.browserbase.com) +- **🔧 Agno Docs**: [agno documentation](https://agno.dev) +- **💬 Community**: [GitHub Issues](https://github.com/browserbase/integrations/issues) \ No newline at end of file diff --git a/examples/integrations/agno/main.py b/examples/integrations/agno/main.py new file mode 100644 index 0000000..2dfc0ba --- /dev/null +++ b/examples/integrations/agno/main.py @@ -0,0 +1,63 @@ +import os +from dotenv import load_dotenv + +from agno.agent import Agent +from agno.tools.browserbase import BrowserbaseTools + +load_dotenv() + +# Browserbase Configuration +# ------------------------------- +# These environment variables are required for the BrowserbaseTools to function properly. +# You can set them in your .env file or export them directly in your terminal. + +# BROWSERBASE_API_KEY: Your API key from Browserbase dashboard +# - Required for authentication +# - Format: Starts with "bb_live_" or "bb_test_" followed by a unique string +BROWSERBASE_API_KEY = os.getenv("BROWSERBASE_API_KEY") + +# BROWSERBASE_PROJECT_ID: The project ID from your Browserbase dashboard +# - Required to identify which project to use for browser sessions +# - Format: UUID string (8-4-4-4-12 format) +BROWSERBASE_PROJECT_ID = os.getenv("BROWSERBASE_PROJECT_ID") + +agent = Agent( + name="Web Automation Assistant", + tools=[BrowserbaseTools( + api_key=BROWSERBASE_API_KEY, + project_id=BROWSERBASE_PROJECT_ID, + )], + instructions=[ + "You are a web automation assistant that can help with:", + "1. Capturing screenshots of websites", + "2. Extracting content from web pages", + "3. Monitoring website changes", + "4. Taking visual snapshots of responsive layouts", + "5. Automated web testing and verification", + ], + show_tool_calls=True, + markdown=True, +) + +# Content Extraction and SS + +# Hacker News Example +# agent.print_response(""" +# Go to https://news.ycombinator.com and extract: +# 1. The page title +# 2. Take a screenshot of the top stories section +# 3. Extract the first 5 stories and their links +# 4. Then go to those links and extract the title and description of each story in JSON format +# { +# "title": "string", +# "description": "string", +# "link": "string" +# } +# """) + +agent.print_response(""" + Visit https://quotes.toscrape.com and: + 1. Extract the first 5 quotes and their authors + 2. Navigate to page 2 + 3. Extract the first 5 quotes from page 2 +""") \ No newline at end of file diff --git a/examples/integrations/agno/requirements.txt b/examples/integrations/agno/requirements.txt new file mode 100644 index 0000000..3fbe05f --- /dev/null +++ b/examples/integrations/agno/requirements.txt @@ -0,0 +1,37 @@ +agno==1.5.5 +annotated-types==0.7.0 +anyio==4.9.0 +browserbase==1.4.0 +certifi==2025.4.26 +click==8.2.1 +distro==1.9.0 +docstring_parser==0.16 +gitdb==4.0.12 +GitPython==3.1.44 +greenlet==3.2.2 +h11==0.16.0 +httpcore==1.0.9 +httpx==0.28.1 +idna==3.10 +jiter==0.10.0 +markdown-it-py==3.0.0 +mdurl==0.1.2 +openai==1.82.0 +playwright==1.52.0 +pydantic==2.11.5 +pydantic-settings==2.9.1 +pydantic_core==2.33.2 +pyee==13.0.0 +Pygments==2.19.1 +python-dotenv==1.1.0 +python-multipart==0.0.20 +PyYAML==6.0.2 +rich==14.0.0 +shellingham==1.5.4 +smmap==5.0.2 +sniffio==1.3.1 +tomli==2.2.1 +tqdm==4.67.1 +typer==0.16.0 +typing-inspection==0.4.1 +typing_extensions==4.13.2 From a22ccc6bbdf1f7b68d5b6f8d96e1959e371674bf Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Tue, 3 Jun 2025 16:10:32 -0700 Subject: [PATCH 07/47] adding mastra integration + docs (#10) --- README.md | 11 + examples/integrations/mastra/.gitignore | 9 + examples/integrations/mastra/README.md | 91 + .../integrations/mastra/package-lock.json | 9542 +++++++++++++++++ examples/integrations/mastra/package.json | 27 + .../mastra/src/mastra/agents/index.ts | 31 + .../integrations/mastra/src/mastra/index.ts | 12 + .../mastra/src/mastra/tools/index.ts | 344 + examples/integrations/mastra/tsconfig.json | 20 + 9 files changed, 10087 insertions(+) create mode 100644 examples/integrations/mastra/.gitignore create mode 100644 examples/integrations/mastra/README.md create mode 100644 examples/integrations/mastra/package-lock.json create mode 100644 examples/integrations/mastra/package.json create mode 100644 examples/integrations/mastra/src/mastra/agents/index.ts create mode 100644 examples/integrations/mastra/src/mastra/index.ts create mode 100644 examples/integrations/mastra/src/mastra/tools/index.ts create mode 100644 examples/integrations/mastra/tsconfig.json diff --git a/README.md b/README.md index 6ba1534..a9384a1 100644 --- a/README.md +++ b/README.md @@ -48,6 +48,16 @@ Powerful integrations for AgentKit workflows with both Browserbase and Stagehand #### [**LangChain Integration**](./examples/integrations/langchain/README.md) Integrate Browserbase with LangChain's ecosystem for advanced AI applications. Build chains that can browse, extract, and interact with web content as part of larger AI workflows. +#### [**Mastra Integration**](./examples/integrations/mastra/README.md) +Powerful web automation combining Browserbase's Stagehand with Mastra's AI agent framework. Enable your Mastra agents to navigate websites, extract data, and perform complex web interactions through natural language commands. + +**Key Features:** +- AI-powered web navigation and interaction +- Smart element observation and data extraction +- Session management with automatic timeouts +- Natural language interface to web automation +- Integration with OpenAI models for intelligent decision-making + #### [**Browser-Use Integration**](./examples/integrations/browser-use/README.md) Streamlined browser automation for AI applications with a focus on simplicity and reliability. @@ -98,6 +108,7 @@ integrations/ │ ├── vercel/ # Vercel AI SDK integration │ ├── stripe/ # Stripe Issuing + automation │ ├── langchain/ # LangChain framework integration +│ ├── mastra/ # Mastra AI agent integration │ ├── browser-use/ # Simplified browser automation │ ├── braintrust/ # Evaluation and testing tools │ ├── agno/ # AI-powered web scraping agents diff --git a/examples/integrations/mastra/.gitignore b/examples/integrations/mastra/.gitignore new file mode 100644 index 0000000..4aeadbc --- /dev/null +++ b/examples/integrations/mastra/.gitignore @@ -0,0 +1,9 @@ +output.txt +node_modules +dist +.mastra +.env.development +.env +*.db + +memory* \ No newline at end of file diff --git a/examples/integrations/mastra/README.md b/examples/integrations/mastra/README.md new file mode 100644 index 0000000..f67957f --- /dev/null +++ b/examples/integrations/mastra/README.md @@ -0,0 +1,91 @@ +# Stagehand & Mastra Integration + +A powerful integration that combines the capabilities of [Browserbase's Stagehand](https:/stagehand.dev) with [Mastra](https://mastra.ai/) for advanced web automation, scraping, and AI-powered web interactions. + +## Overview + +This project enables AI agents to interact with web pages through the Mastra framework using Stagehand's browser automation capabilities. It provides tools for web navigation, element observation, data extraction, and action execution, all orchestrated through Mastra's agent system. + +## Features + +- **Web Navigation**: Navigate to websites programmatically +- **Element Observation**: Identify and locate elements on web pages +- **Action Execution**: Perform actions like clicking buttons or filling forms +- **Data Extraction**: Extract structured data from web pages +- **Session Management**: Smart session handling with automatic timeouts and reconnection +- **AI-Powered Interactions**: Leverage OpenAI models for intelligent web interactions + +## Installation + +### Prerequisites + +- Node.js (v18+) +- npm or yarn +- Browserbase account +- OpenAI API access + +### Setup + +1. Clone the repository: + ``` + git clone https://github.com/browserbase/Stagehand-Mastra-App.git + cd Stagehand-Mastra-App + ``` + +2. Install dependencies: + ``` + npm install + ``` + +3. 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} + } +} diff --git a/examples/integrations/mastra/package.json b/examples/integrations/mastra/package.json new file mode 100644 index 0000000..767cd29 --- /dev/null +++ b/examples/integrations/mastra/package.json @@ -0,0 +1,27 @@ +{ + "name": "stagehand-mastra", + "version": "1.0.0", + "description": "A use Stagehand tools with Mastra", + "main": "index.js", + "scripts": { + "test": "echo \"Error: no test specified\" && exit 1", + "dev": "mastra dev" + }, + "keywords": [], + "author": "", + "license": "ISC", + "type": "module", + "dependencies": { + "@ai-sdk/openai": "^1.3.7", + "@browserbasehq/stagehand": "^2.1.0", + "@mastra/core": "^0.8.3", + "@mastra/memory": "^0.2.10", + "mastra": "^0.4.9", + "zod": "^3.24.2" + }, + "devDependencies": { + "@types/node": "^22.14.0", + "tsx": "^4.19.3", + "typescript": "^5.8.3" + } +} diff --git a/examples/integrations/mastra/src/mastra/agents/index.ts b/examples/integrations/mastra/src/mastra/agents/index.ts new file mode 100644 index 0000000..8aea466 --- /dev/null +++ b/examples/integrations/mastra/src/mastra/agents/index.ts @@ -0,0 +1,31 @@ +import { openai } from '@ai-sdk/openai'; +import { Agent } from '@mastra/core/agent'; +import { stagehandActTool, stagehandObserveTool, stagehandExtractTool } from '../tools'; +import { Memory } from '@mastra/memory'; + +const memory = new Memory(); + +export const webAgent = new Agent({ + name: 'Web Assistant', + instructions: ` + You are a helpful web assistant that can navigate websites and extract information. + + Your primary functions are: + - Navigate to websites + - Observe elements on webpages + - Perform actions like clicking buttons or filling forms + - Extract data from webpages + + When responding: + - Ask for a specific URL if none is provided + - Be specific about what actions to perform + - When extracting data, be clear about what information you need + + Use the stagehandActTool to perform actions on webpages. + Use the stagehandObserveTool to find elements on webpages. + Use the stagehandExtractTool to extract data from webpages. +`, + model: openai('gpt-4o'), + tools: { stagehandActTool, stagehandObserveTool, stagehandExtractTool }, + memory: memory +}); diff --git a/examples/integrations/mastra/src/mastra/index.ts b/examples/integrations/mastra/src/mastra/index.ts new file mode 100644 index 0000000..ec2afa0 --- /dev/null +++ b/examples/integrations/mastra/src/mastra/index.ts @@ -0,0 +1,12 @@ +import { Mastra } from '@mastra/core/mastra'; +import { createLogger } from '@mastra/core/logger'; + +import { webAgent } from './agents'; + +export const mastra = new Mastra({ + agents: { webAgent }, + logger: createLogger({ + name: 'Mastra', + level: 'info', + }), +}); diff --git a/examples/integrations/mastra/src/mastra/tools/index.ts b/examples/integrations/mastra/src/mastra/tools/index.ts new file mode 100644 index 0000000..ea0ba2e --- /dev/null +++ b/examples/integrations/mastra/src/mastra/tools/index.ts @@ -0,0 +1,344 @@ +import { createTool } from '@mastra/core/tools'; +import { z } from 'zod'; +import { Stagehand } from "@browserbasehq/stagehand"; + +class StagehandSessionManager { + private static instance: StagehandSessionManager; + private stagehand: Stagehand | null = null; + private initialized = false; + private lastUsed = Date.now(); + private readonly sessionTimeout = 10 * 60 * 1000; // 10 minutes + + private constructor() { + // Schedule session cleanup to prevent memory leaks + setInterval(() => this.checkAndCleanupSession(), 60 * 1000); + } + + /** + * Get the singleton instance of StagehandSessionManager + */ + public static getInstance(): StagehandSessionManager { + if (!StagehandSessionManager.instance) { + StagehandSessionManager.instance = new StagehandSessionManager(); + } + return StagehandSessionManager.instance; + } + + /** + * Ensure Stagehand is initialized and return the instance + */ + public async ensureStagehand(): Promise { + this.lastUsed = Date.now(); + + try { + // Initialize if not already initialized + if (!this.stagehand || !this.initialized) { + console.log('Creating new Stagehand instance'); + this.stagehand = new Stagehand({ + apiKey: process.env.BROWSERBASE_API_KEY!, + projectId: process.env.BROWSERBASE_PROJECT_ID!, + env: "BROWSERBASE", + }); + + try { + console.log('Initializing Stagehand...'); + await this.stagehand.init(); + console.log('Stagehand initialized successfully'); + this.initialized = true; + return this.stagehand; + } catch (initError) { + console.error('Failed to initialize Stagehand:', initError); + throw initError; + } + } + + try { + const title = await this.stagehand.page.evaluate(() => document.title); + console.log('Session check successful, page title:', title); + return this.stagehand; + } catch (error) { + // If we get an error indicating the session is invalid, reinitialize + console.error('Session check failed:', error); + if ( + error instanceof Error && + (error.message.includes("Target page, context or browser has been closed") || + error.message.includes("Session expired") || + error.message.includes("context destroyed")) + ) { + console.log("Browser session expired, reinitializing Stagehand..."); + this.stagehand = new Stagehand({ + apiKey: process.env.BROWSERBASE_API_KEY!, + projectId: process.env.BROWSERBASE_PROJECT_ID!, + env: "BROWSERBASE", + }); + await this.stagehand.init(); + this.initialized = true; + return this.stagehand; + } + throw error; // Re-throw if it's a different type of error + } + } catch (error) { + this.initialized = false; + this.stagehand = null; + const errorMsg = error instanceof Error ? error.message : String(error); + throw new Error(`Failed to initialize/reinitialize Stagehand: ${errorMsg}`); + } + } + + /** + * Close the Stagehand session if it's been idle for too long + */ + private async checkAndCleanupSession(): Promise { + if (!this.stagehand || !this.initialized) return; + + const now = Date.now(); + if (now - this.lastUsed > this.sessionTimeout) { + console.log('Cleaning up idle Stagehand session'); + try { + await this.stagehand.close(); + } catch (error) { + console.error(`Error closing idle session: ${error}`); + } + this.stagehand = null; + this.initialized = false; + } + } + + /** + * Manually close the session + */ + public async close(): Promise { + if (this.stagehand) { + try { + await this.stagehand.close(); + } catch (error) { + console.error(`Error closing Stagehand session: ${error}`); + } + this.stagehand = null; + this.initialized = false; + } + } +} + +// Get the singleton instance +const sessionManager = StagehandSessionManager.getInstance(); + +export const stagehandActTool = createTool({ + id: 'web-act', + description: 'Take an action on a webpage using Stagehand', + inputSchema: z.object({ + url: z.string().optional().describe('URL to navigate to (optional if already on a page)'), + action: z.string().describe('Action to perform (e.g., "click sign in button", "type hello in search field")'), + }), + outputSchema: z.object({ + success: z.boolean(), + message: z.string(), + }), + execute: async ({ context }) => { + return await performWebAction(context.url, context.action); + }, +}); + +export const stagehandObserveTool = createTool({ + id: 'web-observe', + description: 'Observe elements on a webpage using Stagehand to plan actions', + inputSchema: z.object({ + url: z.string().optional().describe('URL to navigate to (optional if already on a page)'), + instruction: z.string().describe('What to observe (e.g., "find the sign in button")'), + }), + outputSchema: z.array(z.any()).describe('Array of observable actions'), + execute: async ({ context }) => { + return await performWebObservation(context.url, context.instruction); + }, +}); + +export const stagehandExtractTool = createTool({ + id: 'web-extract', + description: 'Extract data from a webpage using Stagehand', + inputSchema: z.object({ + url: z.string().optional().describe('URL to navigate to (optional if already on a page)'), + instruction: z.string().describe('What to extract (e.g., "extract all product prices")'), + schema: z.record(z.any()).optional().describe('Zod schema definition for data extraction'), + useTextExtract: z.boolean().optional().describe('Set true for larger-scale extractions, false for small extractions'), + }), + outputSchema: z.any().describe('Extracted data according to schema'), + execute: async ({ context }) => { + // Create a default schema if none is provided + const defaultSchema = { + content: z.string() + }; + + return await performWebExtraction( + context.url, + context.instruction, + context.schema || defaultSchema, + context.useTextExtract + ); + }, +}); + +const performWebAction = async (url?: string, action?: string) => { + const stagehand = await sessionManager.ensureStagehand(); + const page = stagehand.page; + + try { + // Navigate to the URL if provided + if (url) { + await page.goto(url); + } + + // Perform the action + if (action) { + await page.act(action); + } + + return { + success: true, + message: `Successfully performed: ${action}` + }; + } catch (error: any) { + throw new Error(`Stagehand action failed: ${error.message}`); + } +}; + +const performWebObservation = async (url?: string, instruction?: string) => { + console.log(`Starting observation${url ? ` for ${url}` : ''} with instruction: ${instruction}`); + + try { + const stagehand = await sessionManager.ensureStagehand(); + if (!stagehand) { + console.error('Failed to get Stagehand instance'); + throw new Error('Failed to get Stagehand instance'); + } + + const page = stagehand.page; + if (!page) { + console.error('Page not available'); + throw new Error('Page not available'); + } + + try { + // Navigate to the URL if provided + if (url) { + console.log(`Navigating to ${url}`); + await page.goto(url); + console.log(`Successfully navigated to ${url}`); + } + + // Observe the page + if (instruction) { + console.log(`Observing with instruction: ${instruction}`); + try { + const actions = await page.observe(instruction); + console.log(`Observation successful, found ${actions.length} actions`); + return actions; + } catch (observeError) { + console.error('Error during observation:', observeError); + throw observeError; + } + } + + return []; + } catch (pageError) { + console.error('Error in page operation:', pageError); + throw pageError; + } + } catch (error: any) { + const errorMessage = error instanceof Error ? error.message : String(error); + console.error(`Full stack trace for observation error:`, error); + throw new Error(`Stagehand observation failed: ${errorMessage}`); + } +}; + +const performWebExtraction = async ( + url?: string, + instruction?: string, + schemaObj?: Record, + useTextExtract?: boolean +) => { + console.log(`Starting extraction${url ? ` for ${url}` : ''} with instruction: ${instruction}`); + + try { + const stagehand = await sessionManager.ensureStagehand(); + const page = stagehand.page; + + try { + // Navigate to the URL if provided + if (url) { + console.log(`Navigating to ${url}`); + await page.goto(url); + console.log(`Successfully navigated to ${url}`); + } + + // Extract data + if (instruction) { + console.log(`Extracting with instruction: ${instruction}`); + + // Create a default schema if none is provided from Mastra Agent + const finalSchemaObj = schemaObj || { content: z.string() }; + + try { + const schema = z.object(finalSchemaObj); + + const result = await page.extract({ + instruction, + schema, + useTextExtract + }); + + console.log(`Extraction successful:`, result); + return result; + } catch (extractError) { + console.error('Error during extraction:', extractError); + throw extractError; + } + } + + return null; + } catch (pageError) { + console.error('Error in page operation:', pageError); + throw pageError; + } + } catch (error: any) { + const errorMessage = error instanceof Error ? error.message : String(error); + console.error(`Full stack trace for extraction error:`, error); + throw new Error(`Stagehand extraction failed: ${errorMessage}`); + } +}; + +// Add a navigation tool for convenience +export const stagehandNavigateTool = createTool({ + id: 'web-navigate', + description: 'Navigate to a URL in the browser', + inputSchema: z.object({ + url: z.string().describe('URL to navigate to'), + }), + outputSchema: z.object({ + success: z.boolean(), + title: z.string().optional(), + currentUrl: z.string().optional(), + }), + execute: async ({ context }) => { + try { + const stagehand = await sessionManager.ensureStagehand(); + + // Navigate to the URL + await stagehand.page.goto(context.url); + + // Get page title and current URL + const title = await stagehand.page.evaluate(() => document.title); + const currentUrl = await stagehand.page.evaluate(() => window.location.href); + + return { + success: true, + title, + currentUrl + }; + } catch (error: any) { + return { + success: false, + message: `Navigation failed: ${error.message}` + }; + } + }, +}); diff --git a/examples/integrations/mastra/tsconfig.json b/examples/integrations/mastra/tsconfig.json new file mode 100644 index 0000000..910778e --- /dev/null +++ b/examples/integrations/mastra/tsconfig.json @@ -0,0 +1,20 @@ +{ + "compilerOptions": { + "target": "ES2022", + "module": "ES2022", + "moduleResolution": "bundler", + "esModuleInterop": true, + "forceConsistentCasingInFileNames": true, + "strict": true, + "skipLibCheck": true, + "outDir": "dist" + }, + "include": [ + "src/**/*" + ], + "exclude": [ + "node_modules", + "dist", + ".mastra" + ] +} From c6972904dd982ed9879bd78619803f206386018c Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Tue, 3 Jun 2025 16:10:41 -0700 Subject: [PATCH 08/47] portia integration (#8) --- README.md | 16 ++ examples/integrations/portia/.env.example | 5 + examples/integrations/portia/.gitignore | 1 + examples/integrations/portia/README.md | 208 ++++++++++++++++++ examples/integrations/portia/auth-agent.py | 30 +++ examples/integrations/portia/requirements.txt | 132 +++++++++++ examples/integrations/portia/simple-agent.py | 26 +++ 7 files changed, 418 insertions(+) create mode 100644 examples/integrations/portia/.env.example create mode 100644 examples/integrations/portia/.gitignore create mode 100644 examples/integrations/portia/README.md create mode 100644 examples/integrations/portia/auth-agent.py create mode 100644 examples/integrations/portia/requirements.txt create mode 100644 examples/integrations/portia/simple-agent.py diff --git a/README.md b/README.md index a9384a1..e862df6 100644 --- a/README.md +++ b/README.md @@ -61,6 +61,21 @@ Powerful web automation combining Browserbase's Stagehand with Mastra's AI agent #### [**Browser-Use Integration**](./examples/integrations/browser-use/README.md) Streamlined browser automation for AI applications with a focus on simplicity and reliability. +#### [**Portia AI Integration**](./examples/integrations/portia/README.md) +Build intelligent web agents with **persistent authentication** using Portia AI's multi-agent framework. Portia enables both multi-agent task planning with human feedback and stateful multi-agent task execution with human control. + +**Key Features:** +- **Persistent Authentication** - Agents can authenticate once and reuse sessions +- **Human-in-the-Loop** - Structured clarification system for authentication requests +- **Multi-User Support** - Isolated browser sessions per end user +- **Production-Ready** - Open-source framework designed for reliable agent deployment + +**Perfect for:** +- LinkedIn automation with user authentication +- E-commerce agents that need to log into shopping sites +- Data extraction from authenticated dashboards +- Any web task requiring persistent user sessions + ### 🏗️ Development & Deployment Platforms #### [**Vercel AI Integration**](./examples/integrations/vercel/README.md) @@ -111,6 +126,7 @@ integrations/ │ ├── mastra/ # Mastra AI agent integration │ ├── browser-use/ # Simplified browser automation │ ├── braintrust/ # Evaluation and testing tools +│ ├── portia/ # Portia AI multi-agent framework │ ├── agno/ # AI-powered web scraping agents │ ├── mongodb/ # MongoDB data extraction & storage │ └── agentkit/ # AgentKit implementations diff --git a/examples/integrations/portia/.env.example b/examples/integrations/portia/.env.example new file mode 100644 index 0000000..dc2b6cd --- /dev/null +++ b/examples/integrations/portia/.env.example @@ -0,0 +1,5 @@ +BROWSERBASE_API_KEY= +BROWSERBASE_PROJECT_ID= + +ANTHROPIC_API_KEY= +PORTIA_API_KEY= \ No newline at end of file diff --git a/examples/integrations/portia/.gitignore b/examples/integrations/portia/.gitignore new file mode 100644 index 0000000..a979ee7 --- /dev/null +++ b/examples/integrations/portia/.gitignore @@ -0,0 +1 @@ +/venv \ No newline at end of file diff --git a/examples/integrations/portia/README.md b/examples/integrations/portia/README.md new file mode 100644 index 0000000..70c5179 --- /dev/null +++ b/examples/integrations/portia/README.md @@ -0,0 +1,208 @@ +# Browserbase x Portia AI Integration + +**Build intelligent web agents with persistent authentication using Portia AI's multi-agent framework and Browserbase's headless browser infrastructure.** + +Portia AI is an open-source, multi-agent framework for running reliable production-grade agents ([**github repo here↗**](https://github.com/portiaAI/portia-sdk-python)). Its core tenets are to enable both multi-agent task planning with human feedback and stateful multi-agent task execution with human control. + +## 🚀 What Makes This Integration Special + +Portia AI offers an open-source browser agent implementation using Browserbase to **enable persistent authentication**. When the browser agent needs to authenticate to achieve a task, it leverages Portia's structured human:agent abstraction called a [`clarification`](https://docs.portialabs.ai/understand-clarifications) and presents the end user with a [browserbase live session URL](https://docs.browserbase.com/guides/authentication#use-the-session-live-view-to-login) that they can use to sign in. + +Portia incorporates the concept of end users with the [`EndUser`](https://docs.portialabs.ai/manage-end-users) abstraction into the framework to delineate the Browserbase sessions associated with them. This enables developers to create powerful applications that can be used by anyone. + +> **Note:** `clarifications` and end-users in the Portia framework can also be used to implement OAuth for API-based tools. + +## 🎯 Use Cases + +Here are some examples of the kinds of queries that can be handled in 20 lines of code with the Portia / Browserbase integration: + +- Send a message to Bob Smith on LinkedIn asking him if he's free on Tuesday for a meeting +- Get my Google Doc shopping list and add all items in it to my shopping trolley on the Walmart website +- Book me unto the 8am hot yoga class +- Star a GitHub repository after authenticating +- Extract data from authenticated dashboards + +## 🎥 Demo Video + +Watch how you can make a LinkedIn agent with Browserbase and Portia AI: + +[![LinkedIn Agent Demo](https://img.youtube.com/vi/hSq8Ww-hagg/0.jpg)](https://www.youtube.com/watch?v=hSq8Ww-hagg) + +## 🔧 Prerequisites + +- **Browserbase Account**: Get your API key from the [Dashboard's Settings tab](https://www.browserbase.com/settings) +- **LLM API Key**: Anthropic (ANTHROPIC_API_KEY), OpenAI (OPENAI_API_KEY), Google (GOOGLE_API_KEY), or [local LLM](https://docs.portialabs.ai/manage-config#api-keys) +- **Python 3.8+** +- **Paid Browserbase subscription** (required for authentication features) + +## 🚀 Quick Start + +### 1. Set Environment Variables + +```bash +export BROWSERBASE_API_KEY="your_browserbase_api_key" +export BROWSERBASE_PROJECT_ID="your_project_id" +export ANTHROPIC_API_KEY="your_anthropic_api_key" # or OPENAI_API_KEY, GOOGLE_API_KEY +``` + +### 2. Install Portia with Browserbase + +```bash +pip install portia-sdk-python[tools-browser-browserbase] +``` + +### 3. Basic Agent (No Authentication) + +This example works with the free trial version of Browserbase: + +```python +from dotenv import load_dotenv + +from portia import ( + Config, + LLMProvider, + Portia, + PortiaToolRegistry, + StorageClass, +) +from portia.cli import CLIExecutionHooks +from portia.open_source_tools.browser_tool import BrowserTool, BrowserInfrastructureOption + +load_dotenv(override=True) + +task = "Go to https://www.npr.org and get the headline news story" + +my_config = Config.from_default( + storage_class=StorageClass.MEMORY, + llm_provider=LLMProvider.ANTHROPIC +) + +portia = Portia( + config=my_config, + tools=PortiaToolRegistry(my_config) + [ + BrowserTool(infrastructure_option=BrowserInfrastructureOption.REMOTE) + ], + execution_hooks=CLIExecutionHooks() +) + +plan_run = portia.run(task, end_user="end_user1") +``` + +### 4. Advanced Agent with Authentication + +This example demonstrates persistent authentication capabilities: + +```python +from dotenv import load_dotenv + +from portia import ( + Config, + LLMProvider, + Portia, + PortiaToolRegistry, + StorageClass, +) +from portia.cli import CLIExecutionHooks +from portia.open_source_tools.browser_tool import BrowserToolForUrl, BrowserInfrastructureOption + +load_dotenv(override=True) + +# The task that you want the agent to do +task = "Find the github repo for portia-sdk-python and star it if it's not already starred." + +my_config = Config.from_default( + storage_class=StorageClass.MEMORY, + llm_provider=LLMProvider.ANTHROPIC +) + +# Requires a paid browserbase subscription for authentication handling +portia = Portia( + config=my_config, + tools=PortiaToolRegistry(my_config) + [ + BrowserToolForUrl( + url="https://www.github.com", + infrastructure_option=BrowserInfrastructureOption.REMOTE + ) + ], + # CLI execution hooks mean authentication requests will be output to the CLI + execution_hooks=CLIExecutionHooks() +) + +plan_run = portia.run(task, end_user="end_user") +``` + +## 🔐 How Authentication Works + +When a browser tool encounters a page that requires authentication, it will raise a clarification request to the user. The authentication flow works as follows: + +![Browser authentication with clarifications](../../../images/integrations/portia/browser_auth.png) + +1. **Agent encounters authentication requirement** +2. **Clarification request is raised** with a Browserbase live session URL +3. **User authenticates** through the live session +4. **Cookies are persisted** for future agent runs until they expire +5. **Agent continues** with the authenticated session + +## 🛠️ Advanced Configuration + +### Custom Execution Hooks + +You can customize how clarifications are handled in your application: + +```python +from portia.execution_hooks import ExecutionHooks + +class CustomExecutionHooks(ExecutionHooks): + def on_clarification_request(self, clarification): + # Custom logic for handling authentication requests + # e.g., send notification, log to database, etc. + pass + +portia = Portia( + config=my_config, + tools=tools, + execution_hooks=CustomExecutionHooks() +) +``` + +### Multiple End Users + +Manage sessions for different users: + +```python +# Different users get isolated browser sessions +plan_run_user1 = portia.run(task, end_user="user1") +plan_run_user2 = portia.run(task, end_user="user2") +``` + +### Storage Options + +Choose different storage backends for persistence: + +```python +# In-memory (default) +config = Config.from_default(storage_class=StorageClass.MEMORY) + +# File-based storage +config = Config.from_default(storage_class=StorageClass.FILE) + +# Database storage (requires additional setup) +config = Config.from_default(storage_class=StorageClass.DATABASE) +``` + +## 📚 Additional Resources + +- **[Portia AI Documentation](https://docs.portialabs.ai/)** +- **[Portia SDK Python GitHub](https://github.com/portiaAI/portia-sdk-python)** +- **[Browserbase Documentation](https://docs.browserbase.com)** +- **[Understanding Clarifications](https://docs.portialabs.ai/understand-clarifications)** +- **[Managing End Users](https://docs.portialabs.ai/manage-end-users)** + +## 🤝 Support + +- **Portia AI**: [GitHub Issues](https://github.com/portiaAI/portia-sdk-python/issues) +- **Browserbase**: [support@browserbase.com](mailto:support@browserbase.com) + +## 📄 License + +This integration example is licensed under the MIT License. See the main repository LICENSE file for details. diff --git a/examples/integrations/portia/auth-agent.py b/examples/integrations/portia/auth-agent.py new file mode 100644 index 0000000..a93138b --- /dev/null +++ b/examples/integrations/portia/auth-agent.py @@ -0,0 +1,30 @@ +from dotenv import load_dotenv + +from portia import ( + Config, + LLMProvider, + Portia, + PortiaToolRegistry, + StorageClass, +) +from portia.cli import CLIExecutionHooks +from portia.open_source_tools.browser_tool import BrowserToolForUrl, BrowserInfrastructureOption + +load_dotenv(override=True) + +# The task that you want the agent to do +task = ("Find the github repo for portia-sdk-python and star it if it's not already starred.") + +# Requires an anthropic API key, ANTHROPIC_API_KEY or use any other LLM. +my_config = Config.from_default(storage_class=StorageClass.MEMORY, + llm_provider=LLMProvider.ANTHROPIC) + +# Requires a paid browserbase subscription for authentication handling +portia = Portia(config=my_config, + tools=PortiaToolRegistry(my_config) + [ + BrowserToolForUrl(url="https://www.github.com", + infrastructure_option=BrowserInfrastructureOption.REMOTE)], + # CLI execution hooks mean authentication requests will be output to the CLI. You can customize these in your application. + execution_hooks=CLIExecutionHooks()) + +plan_run = portia.run(task, end_user="end_user") \ No newline at end of file diff --git a/examples/integrations/portia/requirements.txt b/examples/integrations/portia/requirements.txt new file mode 100644 index 0000000..f7d8ced --- /dev/null +++ b/examples/integrations/portia/requirements.txt @@ -0,0 +1,132 @@ +aiohappyeyeballs==2.6.1 +aiohttp==3.12.4 +aiosignal==1.3.2 +annotated-types==0.7.0 +anthropic==0.52.1 +anyio==4.9.0 +attrs==25.3.0 +backoff==2.2.1 +beautifulsoup4==4.13.4 +boto3==1.38.25 +botocore==1.38.25 +browser-use==0.2.5 +cachetools==5.5.2 +certifi==2025.4.26 +charset-normalizer==3.4.2 +click==8.2.1 +Cython==3.1.1 +defusedxml==0.7.1 +distro==1.9.0 +docstring_parser==0.16 +et_xmlfile==2.0.0 +faiss-cpu==1.11.0 +filetype==1.2.0 +frozenlist==1.6.0 +google-ai-generativelanguage==0.6.18 +google-api-core==2.24.2 +google-auth==2.40.2 +googleapis-common-protos==1.70.0 +greenlet==3.2.2 +grpcio==1.73.0rc1 +grpcio-status==1.73.0rc1 +h11==0.16.0 +h2==4.2.0 +hpack==4.1.0 +httpcore==1.0.9 +httpx==0.28.1 +httpx-sse==0.4.0 +hyperframe==6.1.0 +idna==3.10 +iniconfig==2.1.0 +instructor==1.8.3 +Jinja2==3.1.6 +jiter==0.8.2 +jmespath==1.0.1 +jsonpatch==1.33 +jsonpointer==3.0.0 +jsonref==1.1.0 +langchain==0.3.22 +langchain-anthropic==0.3.3 +langchain-aws==0.2.19 +langchain-core==0.3.49 +langchain-deepseek==0.1.3 +langchain-google-genai==2.1.2 +langchain-ollama==0.3.0 +langchain-openai==0.3.11 +langchain-text-splitters==0.3.7 +langgraph==0.2.76 +langgraph-checkpoint==2.0.26 +langgraph-sdk==0.1.70 +langsmith==0.3.43 +loguru==0.7.3 +markdown-it-py==3.0.0 +markdownify==1.1.0 +MarkupSafe==3.0.2 +mcp==1.9.2 +mdurl==0.1.2 +mem0ai==0.1.93 +monotonic==1.6 +multidict==6.4.4 +numpy==1.26.4 +ollama==0.4.9 +openai==1.82.1 +openpyxl==3.1.5 +orjson==3.10.18 +ormsgpack==1.10.0 +packaging==24.2 +pandas==2.2.3 +patchright==1.52.4 +playwright==1.52.0 +pluggy==1.6.0 +portalocker==2.10.1 +portia-sdk-python==0.3.9 +posthog==3.25.0 +propcache==0.3.1 +proto-plus==1.26.1 +protobuf==6.31.1 +psutil==7.0.0 +psycopg2-binary==2.9.10 +pyasn1==0.6.1 +pyasn1_modules==0.4.2 +pydantic==2.10.6 +pydantic-settings==2.9.1 +pydantic_core==2.27.2 +pyee==13.0.0 +Pygments==2.19.1 +pyobjc-core==11.0 +pyobjc-framework-Cocoa==11.0 +pyperclip==1.9.0 +pytest==8.3.5 +pytest-mock==3.14.1 +python-dateutil==2.9.0.post0 +python-dotenv==1.1.0 +python-multipart==0.0.20 +pytz==2024.2 +PyYAML==6.0.2 +qdrant-client==1.14.2 +regex==2024.11.6 +requests==2.32.3 +requests-toolbelt==1.0.0 +rich==13.9.4 +rsa==4.9.1 +s3transfer==0.13.0 +screeninfo==0.8.1 +shellingham==1.5.4 +six==1.17.0 +sniffio==1.3.1 +soupsieve==2.7 +SQLAlchemy==2.0.41 +sse-starlette==2.3.5 +starlette==0.47.0 +tenacity==9.1.2 +tiktoken==0.9.0 +tqdm==4.67.1 +typer==0.16.0 +typing-inspection==0.4.1 +typing_extensions==4.13.2 +tzdata==2025.2 +urllib3==2.4.0 +uuid7==0.1.0 +uvicorn==0.34.2 +yarl==1.20.0 +zstandard==0.23.0 diff --git a/examples/integrations/portia/simple-agent.py b/examples/integrations/portia/simple-agent.py new file mode 100644 index 0000000..7fbd9d2 --- /dev/null +++ b/examples/integrations/portia/simple-agent.py @@ -0,0 +1,26 @@ +# type: ignore +# ruff: noqa +from dotenv import load_dotenv + +from portia import ( + Config, + LLMProvider, + Portia, + PortiaToolRegistry, + StorageClass, +) +from portia.cli import CLIExecutionHooks +from portia.open_source_tools.browser_tool import BrowserTool, BrowserInfrastructureOption + +load_dotenv(override=True) + +task = "Go to https://www.npr.org and get the headline news story" + +my_config = Config.from_default(storage_class=StorageClass.MEMORY, + llm_provider=LLMProvider.ANTHROPIC) + +portia = Portia(config=my_config, + tools=PortiaToolRegistry(my_config) + [BrowserTool(infrastructure_option=BrowserInfrastructureOption.REMOTE)], + execution_hooks=CLIExecutionHooks()) + +plan_run = portia.run(task, end_user="end_user1") \ No newline at end of file From d94cfd062eab858637b043bfa5225d6897523d3f Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Fri, 6 Jun 2025 20:47:39 -0700 Subject: [PATCH 09/47] [Fix]: Fix CVEs (#9) * fix cve * portia cryptography update * update next version browsegpt --- .../langchain/browserbase/requirements.txt | 2 +- examples/integrations/portia/requirements.txt | 1 + .../vercel/BrowseGPT/package-lock.json | 601 +++++++++++++++--- .../vercel/BrowseGPT/package.json | 4 +- 4 files changed, 521 insertions(+), 87 deletions(-) diff --git a/examples/integrations/langchain/browserbase/requirements.txt b/examples/integrations/langchain/browserbase/requirements.txt index 48a0ce8..8300f55 100644 --- a/examples/integrations/langchain/browserbase/requirements.txt +++ b/examples/integrations/langchain/browserbase/requirements.txt @@ -1,4 +1,4 @@ browserbase -langchain-community +langchain-community>=0.2.19 playwright poetry diff --git a/examples/integrations/portia/requirements.txt b/examples/integrations/portia/requirements.txt index f7d8ced..8b73b3a 100644 --- a/examples/integrations/portia/requirements.txt +++ b/examples/integrations/portia/requirements.txt @@ -14,6 +14,7 @@ cachetools==5.5.2 certifi==2025.4.26 charset-normalizer==3.4.2 click==8.2.1 +cryptography>=44.0.1 Cython==3.1.1 defusedxml==0.7.1 distro==1.9.0 diff --git a/examples/integrations/vercel/BrowseGPT/package-lock.json b/examples/integrations/vercel/BrowseGPT/package-lock.json index 4c2e113..e591551 100644 --- a/examples/integrations/vercel/BrowseGPT/package-lock.json +++ b/examples/integrations/vercel/BrowseGPT/package-lock.json @@ -11,7 +11,7 @@ "@ai-sdk/anthropic": "^0.0.51", "@ai-sdk/openai": "^0.0.66", "@headlessui/react": "^2.1.10", - "@mozilla/readability": "^0.5.0", + "@mozilla/readability": "^0.6.0", "@radix-ui/react-icons": "^1.3.0", "ai": "^3.4.9", "class-variance-authority": "^0.7.0", @@ -22,7 +22,7 @@ "jsom": "^1.0.0", "lucide": "^0.451.0", "lucide-react": "^0.451.0", - "next": 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"optional": true + }, "sass": { "optional": true } } }, "node_modules/next/node_modules/@swc/helpers": { - "version": "0.5.5", - "resolved": "https://registry.npmjs.org/@swc/helpers/-/helpers-0.5.5.tgz", - "integrity": "sha512-KGYxvIOXcceOAbEk4bi/dVLEK9z8sZ0uBB3Il5b1rhfClSpcX0yfRO0KmTkqR2cnQDymwLB+25ZyMzICg/cm/A==", + "version": "0.5.15", + "resolved": "https://registry.npmjs.org/@swc/helpers/-/helpers-0.5.15.tgz", + "integrity": "sha512-JQ5TuMi45Owi4/BIMAJBoSQoOJu12oOk/gADqlcUL9JEdHB8vyjUSsxqeNXnmXHjYKMi2WcYtezGEEhqUI/E2g==", "license": "Apache-2.0", "dependencies": { - "@swc/counter": "^0.1.3", - "tslib": "^2.4.0" + "tslib": "^2.8.0" } }, "node_modules/next/node_modules/postcss": { @@ -7588,7 +7971,7 @@ "version": "7.7.2", "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.2.tgz", "integrity": "sha512-RF0Fw+rO5AMf9MAyaRXI4AV0Ulj5lMHqVxxdSgiVbixSCXoEmmX/jk0CuJw4+3SqroYO9VoUh+HcuJivvtJemA==", - "dev": true, + "devOptional": true, "license": "ISC", "bin": { "semver": 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}, "node_modules/source-map-js": { "version": "1.2.1", "resolved": "https://registry.npmjs.org/source-map-js/-/source-map-js-1.2.1.tgz", @@ -8060,9 +8493,9 @@ } }, "node_modules/styled-jsx": { - "version": "5.1.1", - "resolved": "https://registry.npmjs.org/styled-jsx/-/styled-jsx-5.1.1.tgz", - "integrity": "sha512-pW7uC1l4mBZ8ugbiZrcIsiIvVx1UmTfw7UkC3Um2tmfUq9Bhk8IiyEIPl6F8agHgjzku6j0xQEZbfA5uSgSaCw==", + "version": "5.1.6", + "resolved": "https://registry.npmjs.org/styled-jsx/-/styled-jsx-5.1.6.tgz", + "integrity": "sha512-qSVyDTeMotdvQYoHWLNGwRFJHC+i+ZvdBRYosOFgC+Wg1vx4frN2/RG/NA7SYqqvKNLf39P2LSRA2pu6n0XYZA==", "license": "MIT", "dependencies": { "client-only": "0.0.1" @@ -8071,7 +8504,7 @@ "node": ">= 12.0.0" }, "peerDependencies": { - "react": ">= 16.8.0 || 17.x.x || ^18.0.0-0" + "react": ">= 16.8.0 || 17.x.x || ^18.0.0-0 || ^19.0.0-0" }, "peerDependenciesMeta": { "@babel/core": { diff --git a/examples/integrations/vercel/BrowseGPT/package.json b/examples/integrations/vercel/BrowseGPT/package.json index 74539d1..c2ba705 100644 --- a/examples/integrations/vercel/BrowseGPT/package.json +++ b/examples/integrations/vercel/BrowseGPT/package.json @@ -12,7 +12,7 @@ "@ai-sdk/anthropic": "^0.0.51", "@ai-sdk/openai": "^0.0.66", "@headlessui/react": "^2.1.10", - "@mozilla/readability": "^0.5.0", + "@mozilla/readability": "^0.6.0", "@radix-ui/react-icons": "^1.3.0", "ai": "^3.4.9", "class-variance-authority": "^0.7.0", @@ -23,7 +23,7 @@ "jsom": "^1.0.0", "lucide": "^0.451.0", "lucide-react": "^0.451.0", - "next": "14.2.26", + "next": "15.2.2", "playwright": "^1.48.0", "react": "^18", "react-dom": "^18", From 49e7435dafd00d12b7169b18a48f73a48da0a579 Mon Sep 17 00:00:00 2001 From: Adam McQuilkin <46639306+ajmcquilkin@users.noreply.github.com> Date: Mon, 9 Jun 2025 11:09:23 -0700 Subject: [PATCH 10/47] Initial commit (#13) --- .../vercel/BrowseGPT/package-lock.json | 80 +++++++++---------- .../vercel/BrowseGPT/package.json | 2 +- 2 files changed, 41 insertions(+), 41 deletions(-) diff --git a/examples/integrations/vercel/BrowseGPT/package-lock.json b/examples/integrations/vercel/BrowseGPT/package-lock.json index e591551..5cf74fd 100644 --- a/examples/integrations/vercel/BrowseGPT/package-lock.json +++ b/examples/integrations/vercel/BrowseGPT/package-lock.json @@ -22,7 +22,7 @@ "jsom": "^1.0.0", "lucide": "^0.451.0", "lucide-react": "^0.451.0", - "next": "15.2.2", + "next": "15.2.4", "playwright": "^1.48.0", "react": "^18", "react-dom": "^18", @@ -1374,9 +1374,9 @@ } }, "node_modules/@next/env": { - "version": "15.2.2", - "resolved": "https://registry.npmjs.org/@next/env/-/env-15.2.2.tgz", - "integrity": "sha512-yWgopCfA9XDR8ZH3taB5nRKtKJ1Q5fYsTOuYkzIIoS8TJ0UAUKAGF73JnGszbjk2ufAQDj6mDdgsJAFx5CLtYQ==", + "version": "15.2.4", + "resolved": "https://registry.npmjs.org/@next/env/-/env-15.2.4.tgz", + "integrity": "sha512-+SFtMgoiYP3WoSswuNmxJOCwi06TdWE733D+WPjpXIe4LXGULwEaofiiAy6kbS0+XjM5xF5n3lKuBwN2SnqD9g==", "license": 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"version": "15.2.2", - "resolved": "https://registry.npmjs.org/@next/swc-linux-x64-musl/-/swc-linux-x64-musl-15.2.2.tgz", - "integrity": "sha512-PXTW9PLTxdNlVYgPJ0equojcq1kNu5NtwcNjRjHAB+/sdoKZ+X8FBu70fdJFadkxFIGekQTyRvPMFF+SOJaQjw==", + "version": "15.2.4", + "resolved": "https://registry.npmjs.org/@next/swc-linux-x64-musl/-/swc-linux-x64-musl-15.2.4.tgz", + "integrity": "sha512-Dcdv/ix6srhkM25fgXiyOieFUkz+fOYkHlydWCtB0xMST6X9XYI3yPDKBZt1xuhOytONsIFJFB08xXYsxUwJLw==", "cpu": [ "x64" ], @@ -1486,9 +1486,9 @@ } }, "node_modules/@next/swc-win32-arm64-msvc": { - "version": "15.2.2", - "resolved": "https://registry.npmjs.org/@next/swc-win32-arm64-msvc/-/swc-win32-arm64-msvc-15.2.2.tgz", - "integrity": "sha512-nG644Es5llSGEcTaXhnGWR/aThM/hIaz0jx4MDg4gWC8GfTCp8eDBWZ77CVuv2ha/uL9Ce+nPTfYkSLG67/sHg==", + "version": "15.2.4", + "resolved": "https://registry.npmjs.org/@next/swc-win32-arm64-msvc/-/swc-win32-arm64-msvc-15.2.4.tgz", + "integrity": "sha512-dW0i7eukvDxtIhCYkMrZNQfNicPDExt2jPb9AZPpL7cfyUo7QSNl1DjsHjmmKp6qNAqUESyT8YFl/Aw91cNJJg==", "cpu": [ "arm64" ], @@ -1502,9 +1502,9 @@ } }, "node_modules/@next/swc-win32-x64-msvc": { - "version": "15.2.2", - "resolved": "https://registry.npmjs.org/@next/swc-win32-x64-msvc/-/swc-win32-x64-msvc-15.2.2.tgz", - "integrity": "sha512-52nWy65S/R6/kejz3jpvHAjZDPKIbEQu4x9jDBzmB9jJfuOy5rspjKu4u77+fI4M/WzLXrrQd57hlFGzz1ubcQ==", + "version": "15.2.4", + "resolved": "https://registry.npmjs.org/@next/swc-win32-x64-msvc/-/swc-win32-x64-msvc-15.2.4.tgz", + "integrity": "sha512-SbnWkJmkS7Xl3kre8SdMF6F/XDh1DTFEhp0jRTj/uB8iPKoU2bb2NDfcu+iifv1+mxQEd1g2vvSxcZbXSKyWiQ==", "cpu": [ "x64" ], @@ -6858,12 +6858,12 @@ "license": "MIT" }, "node_modules/next": { - "version": "15.2.2", - "resolved": "https://registry.npmjs.org/next/-/next-15.2.2.tgz", - "integrity": "sha512-dgp8Kcx5XZRjMw2KNwBtUzhngRaURPioxoNIVl5BOyJbhi9CUgEtKDO7fx5wh8Z8vOVX1nYZ9meawJoRrlASYA==", + "version": "15.2.4", + "resolved": "https://registry.npmjs.org/next/-/next-15.2.4.tgz", + "integrity": "sha512-VwL+LAaPSxEkd3lU2xWbgEOtrM8oedmyhBqaVNmgKB+GvZlCy9rgaEc+y2on0wv+l0oSFqLtYD6dcC1eAedUaQ==", "license": "MIT", "dependencies": { - "@next/env": "15.2.2", + "@next/env": "15.2.4", "@swc/counter": "0.1.3", "@swc/helpers": "0.5.15", "busboy": "1.6.0", @@ -6878,14 +6878,14 @@ "node": "^18.18.0 || ^19.8.0 || >= 20.0.0" }, "optionalDependencies": { - "@next/swc-darwin-arm64": "15.2.2", - "@next/swc-darwin-x64": "15.2.2", - "@next/swc-linux-arm64-gnu": "15.2.2", - "@next/swc-linux-arm64-musl": "15.2.2", - "@next/swc-linux-x64-gnu": "15.2.2", - "@next/swc-linux-x64-musl": "15.2.2", - "@next/swc-win32-arm64-msvc": "15.2.2", - "@next/swc-win32-x64-msvc": "15.2.2", + "@next/swc-darwin-arm64": "15.2.4", + "@next/swc-darwin-x64": "15.2.4", + "@next/swc-linux-arm64-gnu": "15.2.4", + "@next/swc-linux-arm64-musl": "15.2.4", + "@next/swc-linux-x64-gnu": "15.2.4", + "@next/swc-linux-x64-musl": "15.2.4", + "@next/swc-win32-arm64-msvc": "15.2.4", + "@next/swc-win32-x64-msvc": "15.2.4", "sharp": "^0.33.5" }, "peerDependencies": { diff --git a/examples/integrations/vercel/BrowseGPT/package.json b/examples/integrations/vercel/BrowseGPT/package.json index c2ba705..d1b74b5 100644 --- a/examples/integrations/vercel/BrowseGPT/package.json +++ b/examples/integrations/vercel/BrowseGPT/package.json @@ -23,7 +23,7 @@ "jsom": "^1.0.0", "lucide": "^0.451.0", "lucide-react": "^0.451.0", - "next": "15.2.2", + "next": "15.2.4", "playwright": "^1.48.0", "react": "^18", "react-dom": "^18", From 0abe57241d168cb958275550ca04f34ea466273d Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Tue, 17 Jun 2025 07:33:05 -0700 Subject: [PATCH 11/47] add node and python readmes for stripe (#14) --- examples/integrations/stripe/node/README.md | 108 ++++++++++++++ examples/integrations/stripe/python/README.md | 139 ++++++++++++++++++ 2 files changed, 247 insertions(+) create mode 100644 examples/integrations/stripe/node/README.md create mode 100644 examples/integrations/stripe/python/README.md diff --git a/examples/integrations/stripe/node/README.md b/examples/integrations/stripe/node/README.md new file mode 100644 index 0000000..c3b2b00 --- /dev/null +++ b/examples/integrations/stripe/node/README.md @@ -0,0 +1,108 @@ +# 🚀 Agentic Credit Card Automation - Node.js + +Effortlessly create virtual cards with **Stripe** and automate purchases using **Browserbase** in Node.js/TypeScript. + +## 📌 Overview + +This Node.js implementation enables you to: +- **Create virtual cards** with spending controls using Stripe Issuing +- **Retrieve virtual card details** securely +- **Automate online purchases** with Playwright and Browserbase + +## 🛠️ Setup + +### Prerequisites +- Node.js 18+ +- npm or yarn +- Stripe account with Issuing enabled +- Browserbase account + +### Installation + +1. **Install dependencies**: +```bash +npm install +``` + +2. **Configure environment variables**: +Create a `.env` file in this directory: +```env +STRIPE_API_KEY=sk_test_your_stripe_secret_key +BROWSERBASE_API_KEY=your_browserbase_api_key +BROWSERBASE_PROJECT_ID=your_browserbase_project_id +``` + +3. **Install Playwright browsers**: +```bash +npm run postinstall +``` + +## 🚀 Usage + +### Step 1: Create a Cardholder +```bash +npx tsx 1-create-cardholder.ts +``` + +### Step 2: Create a Virtual Card +```bash +npx tsx 2-create-card.ts +``` +⚠️ **Important**: Update the `cardholderId` variable with the ID from Step 1 + +### Step 3: Retrieve Card Details +```bash +npx tsx 3-get-card.ts +``` +⚠️ **Important**: Update the `cardId` variable with the ID from Step 2 + +### Step 4: Make an Automated Payment +```bash +npx tsx 4-make-payment.ts +``` +⚠️ **Important**: Update the `cardId` variable with the ID from Step 2 + +## 📁 Files + +| File | Description | +|------|-------------| +| `1-create-cardholder.ts` | Creates a Stripe cardholder with billing information | +| `2-create-card.ts` | Creates a virtual card with spending limits | +| `3-get-card.ts` | Retrieves card details including sensitive information | +| `4-make-payment.ts` | Automates a donation using Playwright and Browserbase | +| `package.json` | Node.js dependencies and scripts | +| `.env` | Environment variables (not tracked in git) | + +## 🔧 Configuration + +### Spending Controls +Edit `2-create-card.ts` to customize: +- **Allowed categories**: Restrict card usage to specific merchant categories +- **Spending limits**: Set daily/monthly/yearly limits +- **Blocked categories**: Prevent usage at certain merchant types + +### Payment Automation +Modify `4-make-payment.ts` to: +- Change the target website +- Customize form filling logic +- Add error handling and validation + +## 🔐 Security Notes + +- Never commit `.env` files to version control +- Use test API keys for development +- Implement proper error handling in production +- Consider using Stripe webhooks for real-time updates + +## 📖 Documentation + +For full API documentation and advanced usage: +📄 **[Stripe Issuing API](https://stripe.com/docs/issuing)** +📄 **[Browserbase Documentation](https://docs.browserbase.com)** + +## 🎯 Example Use Cases + +- **Expense management**: Create cards for specific projects or employees +- **Testing payments**: Automate payment flow testing +- **Subscription management**: Programmatically manage recurring payments +- **Budget enforcement**: Set spending limits per card or category \ No newline at end of file diff --git a/examples/integrations/stripe/python/README.md b/examples/integrations/stripe/python/README.md new file mode 100644 index 0000000..2e66b48 --- /dev/null +++ b/examples/integrations/stripe/python/README.md @@ -0,0 +1,139 @@ +# 🚀 Agentic Credit Card Automation - Python + +Effortlessly create virtual cards with **Stripe** and automate purchases using **Browserbase** in Python. + +## 📌 Overview + +This Python implementation enables you to: +- **Create virtual cards** with spending controls using Stripe Issuing +- **Retrieve virtual card details** securely +- **Automate online purchases** with Playwright and Browserbase + +## 🛠️ Setup + +### Prerequisites +- Python 3.8+ +- pip or poetry +- Stripe account with Issuing enabled +- Browserbase account + +### Installation + +1. **Install dependencies**: +```bash +pip install -r requirements.txt +``` + +2. **Configure environment variables**: +Create a `.env` file in this directory: +```env +STRIPE_API_KEY=sk_test_your_stripe_secret_key +BROWSERBASE_API_KEY=your_browserbase_api_key +BROWSERBASE_PROJECT_ID=your_browserbase_project_id +``` + +3. **Install Playwright browsers**: +```bash +playwright install +``` + +## 🚀 Usage + +### Step 1: Create a Cardholder +```bash +python create_cardholder.py +``` + +### Step 2: Create a Virtual Card +```bash +python create_card.py +``` +⚠️ **Important**: Update the `cardholder_id` variable with the ID from Step 1 + +### Step 3: Retrieve Card Details +```bash +python get_card.py +``` +⚠️ **Important**: Uncomment and update the `card_id` variable with the ID from Step 2 + +### Step 4: Make an Automated Payment +```bash +python make-payment.py +``` +⚠️ **Important**: Update the `cardId` variable with the ID from Step 2 + +## 📁 Files + +| File | Description | +|------|-------------| +| `create_cardholder.py` | Creates a Stripe cardholder with billing information | +| `create_card.py` | Creates a virtual card with spending limits | +| `get_card.py` | Retrieves card details including sensitive information | +| `make-payment.py` | Automates a donation using Playwright and Browserbase | +| `requirements.txt` | Python dependencies | +| `.env` | Environment variables (not tracked in git) | + +## 🔧 Configuration + +### Spending Controls +Edit `create_card.py` to customize: +- **Allowed categories**: Restrict card usage to specific merchant categories +- **Spending limits**: Set daily/monthly/yearly limits +- **Blocked categories**: Prevent usage at certain merchant types + +### Payment Automation +Modify `make-payment.py` to: +- Change the target website +- Customize form filling logic +- Add error handling and validation + +## 🐍 Python-Specific Features + +### Virtual Environment (Recommended) +```bash +python -m venv venv +source venv/bin/activate # On Windows: venv\Scripts\activate +pip install -r requirements.txt +``` + +### Error Handling +The Python implementation includes: +- Environment variable validation +- Stripe API error handling +- Playwright timeout management + +### Dependencies +- **stripe**: Official Stripe Python library +- **browserbasehq**: Browserbase SDK for Python +- **playwright**: Browser automation framework +- **python-dotenv**: Environment variable management + +## 🔐 Security Notes + +- Never commit `.env` files to version control +- Use test API keys for development +- Implement proper exception handling in production +- Consider using Stripe webhooks for real-time updates +- Always validate sensitive card data before use + +## 📖 Documentation + +For full API documentation and advanced usage: +📄 **[Stripe Python SDK](https://stripe.com/docs/api/python)** +📄 **[Browserbase Python SDK](https://docs.browserbase.com/sdk/python)** +📄 **[Playwright Python](https://playwright.dev/python/)** + +## 🎯 Example Use Cases + +- **Financial automation**: Automate expense reporting and payment processing +- **E-commerce testing**: Test payment flows across multiple platforms +- **Budget management**: Create spending-limited cards for different departments +- **Subscription automation**: Programmatically manage recurring payments + +## 🚨 Troubleshooting + +### Common Issues +- **Import errors**: Ensure all dependencies are installed via `pip install -r requirements.txt` +- **Playwright errors**: Run `playwright install` to download browser binaries +- **Stripe API errors**: Verify your API keys and account permissions +- **Environment variables**: Double-check your `.env` file formatting \ No newline at end of file From bfacbf180543b20607da5d68af294ea1ba73f640 Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Wed, 18 Jun 2025 16:28:06 -0700 Subject: [PATCH 12/47] trigger.dev integration (#15) --- .gitignore | 5 +- README.md | 17 + examples/integrations/trigger/.env.example | 18 + examples/integrations/trigger/README.md | 208 + examples/integrations/trigger/next-env.d.ts | 5 + examples/integrations/trigger/next.config.mjs | 4 + .../integrations/trigger/package-lock.json | 11743 ++++++++++++++++ examples/integrations/trigger/package.json | 36 + .../integrations/trigger/postcss.config.mjs | 8 + examples/integrations/trigger/screenshot.png | Bin 0 -> 99332 bytes .../integrations/trigger/src/app/api/route.ts | 50 + .../integrations/trigger/src/app/favicon.ico | Bin 0 -> 25931 bytes .../trigger/src/app/fonts/GeistMonoVF.woff | Bin 0 -> 67864 bytes .../trigger/src/app/fonts/GeistVF.woff | Bin 0 -> 66268 bytes .../integrations/trigger/src/app/globals.css | 27 + .../integrations/trigger/src/app/layout.tsx | 35 + .../integrations/trigger/src/app/page.tsx | 61 + .../trigger/src/trigger/pdf-to-image.tsx | 59 + .../src/trigger/puppeteer-log-page-title.tsx | 19 + .../trigger/puppeteer-scrape-with-proxy.tsx | 37 + .../src/trigger/puppeteer-webpage-to-pdf.tsx | 47 + .../trigger/src/trigger/react-pdf.tsx | 45 + .../src/trigger/summarize-hn-email.tsx | 37 + .../trigger/src/trigger/summarize-hn.tsx | 136 + .../trigger/src/trigger/taskHierarchy.ts | 143 + .../integrations/trigger/tailwind.config.ts | 19 + .../integrations/trigger/trigger.config.ts | 56 + examples/integrations/trigger/tsconfig.json | 32 + 28 files changed, 12846 insertions(+), 1 deletion(-) create mode 100644 examples/integrations/trigger/.env.example create mode 100644 examples/integrations/trigger/README.md create mode 100644 examples/integrations/trigger/next-env.d.ts create mode 100644 examples/integrations/trigger/next.config.mjs create mode 100644 examples/integrations/trigger/package-lock.json create mode 100644 examples/integrations/trigger/package.json create mode 100644 examples/integrations/trigger/postcss.config.mjs create mode 100644 examples/integrations/trigger/screenshot.png create mode 100644 examples/integrations/trigger/src/app/api/route.ts create mode 100644 examples/integrations/trigger/src/app/favicon.ico create mode 100644 examples/integrations/trigger/src/app/fonts/GeistMonoVF.woff create mode 100644 examples/integrations/trigger/src/app/fonts/GeistVF.woff create mode 100644 examples/integrations/trigger/src/app/globals.css create mode 100644 examples/integrations/trigger/src/app/layout.tsx create mode 100644 examples/integrations/trigger/src/app/page.tsx create mode 100644 examples/integrations/trigger/src/trigger/pdf-to-image.tsx create mode 100644 examples/integrations/trigger/src/trigger/puppeteer-log-page-title.tsx create mode 100644 examples/integrations/trigger/src/trigger/puppeteer-scrape-with-proxy.tsx create mode 100644 examples/integrations/trigger/src/trigger/puppeteer-webpage-to-pdf.tsx create mode 100644 examples/integrations/trigger/src/trigger/react-pdf.tsx create mode 100644 examples/integrations/trigger/src/trigger/summarize-hn-email.tsx create mode 100644 examples/integrations/trigger/src/trigger/summarize-hn.tsx create mode 100644 examples/integrations/trigger/src/trigger/taskHierarchy.ts create mode 100644 examples/integrations/trigger/tailwind.config.ts create mode 100644 examples/integrations/trigger/trigger.config.ts create mode 100644 examples/integrations/trigger/tsconfig.json diff --git a/.gitignore b/.gitignore index 7d1f3ee..ffd59a4 100644 --- a/.gitignore +++ b/.gitignore @@ -123,4 +123,7 @@ temp/ # Test artifacts test-results/ -playwright-report/ \ No newline at end of file +playwright-report/ + +# Claude Code +.claude/ \ No newline at end of file diff --git a/README.md b/README.md index e862df6..89c67ce 100644 --- a/README.md +++ b/README.md @@ -85,6 +85,22 @@ Enhance your Vercel applications with web-browsing capabilities. Build Generativ - **BrowseGPT** - A chat interface with real-time web search capabilities - **Vercel + Puppeteer** - Server-side browser automation on Fluid Compute +#### [**Trigger.dev Integration**](./examples/integrations/trigger/README.md) +**Background Jobs & Web Automation** - Build robust background task workflows with Trigger.dev's job orchestration platform. Combine Browserbase's web automation capabilities with scheduled tasks, retry logic, and complex multi-step workflows. + +**Key Features:** +- **Scheduled Web Scraping** - Automated data collection with cron-based scheduling +- **PDF Processing Pipelines** - Convert documents and upload to cloud storage +- **AI-Powered Content Workflows** - Scrape, summarize, and distribute content via email +- **Task Hierarchies** - Complex parent-child job relationships with batch processing +- **Production-Grade Reliability** - Built-in retries, error handling, and observability + +**Perfect for:** +- Automated market research and competitive analysis +- Document processing and content generation workflows +- Scheduled reporting and email automation +- Complex web automation pipelines that require orchestration + ### 💳 E-commerce & Payments #### [**Stripe Integration**](./examples/integrations/stripe/README.md) @@ -121,6 +137,7 @@ integrations/ │ └── integrations/ │ ├── crewai/ # CrewAI framework integration │ ├── vercel/ # Vercel AI SDK integration +│ ├── trigger/ # Trigger.dev background jobs & automation │ ├── stripe/ # Stripe Issuing + automation │ ├── langchain/ # LangChain framework integration │ ├── mastra/ # Mastra AI agent integration diff --git a/examples/integrations/trigger/.env.example b/examples/integrations/trigger/.env.example new file mode 100644 index 0000000..e1b4869 --- /dev/null +++ b/examples/integrations/trigger/.env.example @@ -0,0 +1,18 @@ +# Trigger.dev Configuration +TRIGGER_SECRET_KEY=your-trigger-secret-key + +# Browserbase Configuration (for web scraping) +BROWSERBASE_API_KEY=your-browserbase-api-key +BROWSERBASE_PROJECT_ID=your-browserbase-project-id + +# Cloudflare R2 Storage Configuration (for file uploads) +S3_ENDPOINT=https://your-account-id.r2.cloudflarestorage.com +R2_ACCESS_KEY_ID=your-r2-access-key-id +R2_SECRET_ACCESS_KEY=your-r2-secret-access-key +S3_BUCKET=your-r2-bucket-name + +# OpenAI Configuration (for AI summarization) +OPENAI_API_KEY=your-openai-api-key + +# Resend Configuration (for email delivery) +RESEND_API_KEY=your-resend-api-key \ No newline at end of file diff --git a/examples/integrations/trigger/README.md b/examples/integrations/trigger/README.md new file mode 100644 index 0000000..0a199fc --- /dev/null +++ b/examples/integrations/trigger/README.md @@ -0,0 +1,208 @@ +# Browserbase + Trigger.dev Integration + +## Overview + +Trigger.dev is a background job framework that enables you to create, run, and monitor background tasks with built-in retry logic, scheduling, and observability. This integration showcases multiple use cases: + +- **PDF Processing**: Convert PDFs to images and upload to cloud storage +- **Web Scraping**: Extract data from websites using Puppeteer and Browserbase +- **Document Generation**: Create PDFs from React components +- **Email Automation**: Scheduled tasks with email notifications +- **Task Hierarchies**: Complex workflows with parent-child task relationships + +## Task Examples + +### 1. PDF to Image Conversion (`pdf-to-image.tsx`) +Converts PDF documents to PNG images using MuPDF and uploads them to Cloudflare R2 storage. + +**Features:** +- Downloads PDF from URL +- Converts each page to PNG using `mutool` +- Uploads images to R2 bucket +- Returns array of image URLs +- Automatic cleanup of temporary files + +### 2. Puppeteer Web Scraping (`puppeteer-*.tsx`) + +#### Basic Page Title Extraction +Simple example that launches Puppeteer, navigates to Google, and logs the page title. + +#### Scraping with Browserbase Proxy +Uses Browserbase's cloud browser infrastructure to scrape data through a proxy: +- Connects to Browserbase WebSocket endpoint +- Scrapes GitHub star count from trigger.dev website +- Handles errors gracefully + +#### Webpage to PDF Generation +Converts web pages to PDF documents: +- Navigates to target URL +- Generates PDF from webpage +- Uploads PDF to cloud storage + +### 3. React PDF Generation (`react-pdf.tsx`) +Creates PDF documents using React components and @react-pdf/renderer: +- Accepts text payload +- Renders PDF using React components +- Uploads generated PDF to cloud storage +- Returns PDF URL + +### 4. Hacker News Summarization (`summarize-hn.tsx`) +Scheduled task that runs weekdays at 9 AM (London time): + +**Workflow:** +1. **Scrapes Hacker News** - Gets top 3 articles +2. **Batch Processing** - Triggers child tasks for each article +3. **Content Extraction** - Scrapes full article content +4. **AI Summarization** - Uses OpenAI GPT-4 to create summaries +5. **Email Delivery** - Sends formatted email with summaries + +**Features:** +- Scheduled execution with cron syntax +- Batch task processing with `batchTriggerAndWait` +- Retry logic with exponential backoff +- Request interception to optimize scraping +- Email templates using React Email + +### 5. Task Hierarchy (`taskHierarchy.ts`) +Demonstrates complex task workflows with parent-child relationships: +- **Root Task** → **Child Task** → **Grandchild Task** → **Great-grandchild Task** +- Shows both synchronous (`triggerAndWait`) and asynchronous (`trigger`) patterns +- Batch processing capabilities +- Run hierarchy logging and visualization + +## Configuration + +### Trigger.dev Config (`trigger.config.ts`) +```typescript + +export default defineConfig({ + project: "proj_ljbidlufugyxuhjxzkyy", // your Trigger Project ID + logLevel: "log", + retries: { + enabledInDev: true, + default: { + maxAttempts: 3, + minTimeoutInMs: 1000, + maxTimeoutInMs: 10000, + factor: 2, + randomize: true, + }, + }, + build: { + extensions: [ + aptGet({ packages: ["mupdf-tools", "curl"] }), + puppeteer(), + ], + }, +}); +``` + +**Key Features:** +- **System Dependencies**: Installs MuPDF tools and curl via `aptGet` extension +- **Puppeteer Extension**: Automatically sets up Puppeteer with Chrome +- **Retry Configuration**: Global retry settings with exponential backoff +- **Development Mode**: Retries enabled in development environment + +## Dependencies + +Key packages used in this integration: + +```json +{ + "@trigger.dev/sdk": "3.0.13", + "@trigger.dev/build": "3.0.13", + "@aws-sdk/client-s3": "^3.651.0", + "@react-pdf/renderer": "^3.4.4", + "@react-email/components": "^0.1.0", + "puppeteer": "^23.4.0", + "puppeteer-core": "^23.5.3", + "openai": "^4.67.3", + "resend": "^4.0.0" +} +``` + +## Environment Variables + +Create a `.env.local` file in your project root with the following variables: + +```bash +# Trigger.dev Configuration +TRIGGER_SECRET_KEY=your-trigger-secret-key + +# Browserbase Configuration (for web scraping) +BROWSERBASE_API_KEY=your-browserbase-api-key +BROWSERBASE_PROJECT_ID=your-browserbase-project-id + +# Cloudflare R2 Storage Configuration (for file uploads) +S3_ENDPOINT=https://your-account-id.r2.cloudflarestorage.com +R2_ACCESS_KEY_ID=your-r2-access-key-id +R2_SECRET_ACCESS_KEY=your-r2-secret-access-key +S3_BUCKET=your-r2-bucket-name + +# OpenAI Configuration (for AI summarization) +OPENAI_API_KEY=your-openai-api-key + +# Resend Configuration (for email delivery) +RESEND_API_KEY=your-resend-api-key +``` + +## Getting Started + +1. **Install dependencies:** +```bash +npm install +``` + +2. **Set up environment variables:** +Copy the environment variables above into a `.env.local` file and fill in your actual values. + +3. **Start development server:** +```bash +npm run dev +``` + +4. **Deploy to Trigger.dev:** +```bash +npx trigger.dev@latest deploy +``` + +## Machine Presets + +Tasks can specify machine requirements: +```typescript +export const puppeteerBasicTask = task({ + id: "puppeteer-log-title", + machine: { + preset: "large-1x", + }, + // ... +}); +``` + +Available presets provide different CPU/memory configurations for resource-intensive tasks. + +## Error Handling & Retries + +All tasks include comprehensive error handling: +- **Automatic retries** with exponential backoff +- **Resource cleanup** (browser instances, temporary files) +- **Detailed logging** for debugging +- **Graceful failure** handling + +## Integration Services + +This example integrates with several external services: +- **Browserbase**: Cloud browser infrastructure for web scraping +- **Cloudflare R2**: Object storage for files +- **OpenAI**: AI-powered content summarization +- **Resend**: Email delivery service +- **React Email**: Email template rendering + +## Use Cases + +Perfect for: +- **Document processing workflows** +- **Web scraping and data extraction** +- **Automated content generation** +- **Scheduled reporting and notifications** +- **Complex multi-step background processes** diff --git a/examples/integrations/trigger/next-env.d.ts b/examples/integrations/trigger/next-env.d.ts new file mode 100644 index 0000000..40c3d68 --- /dev/null +++ b/examples/integrations/trigger/next-env.d.ts @@ -0,0 +1,5 @@ +/// +/// + +// NOTE: This file should not be edited +// see https://nextjs.org/docs/app/building-your-application/configuring/typescript for more information. diff --git a/examples/integrations/trigger/next.config.mjs b/examples/integrations/trigger/next.config.mjs new file mode 100644 index 0000000..4678774 --- /dev/null +++ b/examples/integrations/trigger/next.config.mjs @@ -0,0 +1,4 @@ +/** @type {import('next').NextConfig} */ +const nextConfig = {}; + +export default nextConfig; diff --git a/examples/integrations/trigger/package-lock.json b/examples/integrations/trigger/package-lock.json new file mode 100644 index 0000000..de03d68 --- /dev/null +++ b/examples/integrations/trigger/package-lock.json @@ -0,0 +1,11743 @@ +{ + "name": "react-pdf", + "version": "0.1.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "react-pdf", + "version": "0.1.0", + "dependencies": { + "@aws-sdk/client-s3": "^3.651.0", + "@react-email/components": "^0.1.0", 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"^18", + "react-email": "^4.0.16", + "resend": "^4.0.0" + }, + "devDependencies": { + "@trigger.dev/build": "3.0.13", + "@types/node": "^20", + "@types/react": "^18", + "@types/react-dom": "^18", + "eslint": "^8", + "eslint-config-next": "14.2.10", + "postcss": "^8", + "tailwindcss": "^3.4.1", + "typescript": "^5" + } +} diff --git a/examples/integrations/trigger/postcss.config.mjs b/examples/integrations/trigger/postcss.config.mjs new file mode 100644 index 0000000..1a69fd2 --- /dev/null +++ b/examples/integrations/trigger/postcss.config.mjs @@ -0,0 +1,8 @@ +/** @type {import('postcss-load-config').Config} */ +const config = { + plugins: { + tailwindcss: {}, + }, +}; + +export default config; diff --git a/examples/integrations/trigger/screenshot.png b/examples/integrations/trigger/screenshot.png new file mode 100644 index 0000000000000000000000000000000000000000..173e6dc2c9e048ff08a221f7e528ffbb1fcbf16f GIT binary patch literal 99332 zcmdSB^;eZ$7d4ECfT##6Af3`Jjes0LO1c{ZYk*oY4{fR 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+@tailwind base; +@tailwind components; +@tailwind utilities; + +:root { + --background: #ffffff; + --foreground: #171717; +} + +@media (prefers-color-scheme: dark) { + :root { + --background: #0a0a0a; + --foreground: #ededed; + } +} + +body { + color: var(--foreground); + background: var(--background); + font-family: Arial, Helvetica, sans-serif; +} + +@layer utilities { + .text-balance { + text-wrap: balance; + } +} diff --git a/examples/integrations/trigger/src/app/layout.tsx b/examples/integrations/trigger/src/app/layout.tsx new file mode 100644 index 0000000..921179a --- /dev/null +++ b/examples/integrations/trigger/src/app/layout.tsx @@ -0,0 +1,35 @@ +import type { Metadata } from "next"; +import localFont from "next/font/local"; +import "./globals.css"; + +const geistSans = localFont({ + src: "./fonts/GeistVF.woff", + variable: "--font-geist-sans", + weight: "100 900", +}); +const geistMono = localFont({ + src: "./fonts/GeistMonoVF.woff", + variable: "--font-geist-mono", + weight: "100 900", +}); + +export const metadata: Metadata = { + title: "Browserbase + Trigger.dev Integration", + description: "Browserbase + Trigger.dev Integration", +}; + +export default function RootLayout({ + children, +}: Readonly<{ + children: React.ReactNode; +}>) { + return ( + + + {children} + + + ); +} diff --git a/examples/integrations/trigger/src/app/page.tsx b/examples/integrations/trigger/src/app/page.tsx new file mode 100644 index 0000000..2edc808 --- /dev/null +++ b/examples/integrations/trigger/src/app/page.tsx @@ -0,0 +1,61 @@ +"use client"; + +export default function Home() { + return ( +

+

Resume Builder

+
+
+ + +
+
+ + +
+
+ + +
+
+ + +
+ +
+
+ ); +} diff --git a/examples/integrations/trigger/src/trigger/pdf-to-image.tsx b/examples/integrations/trigger/src/trigger/pdf-to-image.tsx new file mode 100644 index 0000000..0b1f8cb --- /dev/null +++ b/examples/integrations/trigger/src/trigger/pdf-to-image.tsx @@ -0,0 +1,59 @@ +import { logger, task } from "@trigger.dev/sdk/v3"; +import { PutObjectCommand, S3Client } from "@aws-sdk/client-s3"; +import { execSync } from "child_process"; +import fs from "fs"; +import path from "path"; + +// Initialize S3 client +const s3Client = new S3Client({ + region: "auto", + endpoint: process.env.S3_ENDPOINT, + credentials: { + accessKeyId: process.env.R2_ACCESS_KEY_ID ?? "", + secretAccessKey: process.env.R2_SECRET_ACCESS_KEY ?? "", + }, +}); + +export const pdfToImage = task({ + id: "pdf-to-image", + run: async (payload: { pdfUrl: string; documentId: string }) => { + logger.log("Converting PDF to images", payload); + + const pdfPath = `/tmp/${payload.documentId}.pdf`; + const outputDir = `/tmp/${payload.documentId}`; + + // Download PDF and convert to images using MuPDF + execSync(`curl -s -o ${pdfPath} ${payload.pdfUrl}`); + fs.mkdirSync(outputDir, { recursive: true }); + execSync(`mutool convert -o ${outputDir}/page-%d.png ${pdfPath}`); + + // Upload images to R2 + const uploadedUrls = []; + for (const file of fs.readdirSync(outputDir)) { + const s3Key = `images/${payload.documentId}/${file}`; + const uploadParams = { + Bucket: process.env.S3_BUCKET, + Key: s3Key, + Body: fs.readFileSync(path.join(outputDir, file)), + ContentType: "image/png", + }; + + logger.log("Uploading to R2", uploadParams); + + await s3Client.send(new PutObjectCommand(uploadParams)); + const s3Url = `https://${process.env.S3_BUCKET}.r2.cloudflarestorage.com/${s3Key}`; + uploadedUrls.push(s3Url); + logger.log("Image uploaded to R2", { url: s3Url }); + } + + // Clean up + fs.rmSync(outputDir, { recursive: true, force: true }); + fs.unlinkSync(pdfPath); + + logger.log("All images uploaded to R2", { urls: uploadedUrls }); + + return { + imageUrls: uploadedUrls, + }; + }, +}); diff --git a/examples/integrations/trigger/src/trigger/puppeteer-log-page-title.tsx b/examples/integrations/trigger/src/trigger/puppeteer-log-page-title.tsx new file mode 100644 index 0000000..ae8cd01 --- /dev/null +++ b/examples/integrations/trigger/src/trigger/puppeteer-log-page-title.tsx @@ -0,0 +1,19 @@ +import { logger, task } from "@trigger.dev/sdk/v3"; +import puppeteer from "puppeteer"; + +export const puppeteerBasicTask = task({ + id: "puppeteer-log-title", + machine: { + preset: "large-1x", + }, + run: async () => { + const browser = await puppeteer.launch(); + const page = await browser.newPage(); + await page.goto("https://google.com"); + + const content = await page.title(); + + logger.info("Content", { content }); + await browser.close(); + }, +}); diff --git a/examples/integrations/trigger/src/trigger/puppeteer-scrape-with-proxy.tsx b/examples/integrations/trigger/src/trigger/puppeteer-scrape-with-proxy.tsx new file mode 100644 index 0000000..7114c5d --- /dev/null +++ b/examples/integrations/trigger/src/trigger/puppeteer-scrape-with-proxy.tsx @@ -0,0 +1,37 @@ +import { logger, task } from "@trigger.dev/sdk/v3"; +import puppeteer from "puppeteer-core"; + +export const puppeteerScrapeWithProxy = task({ + id: "puppeteer-scrape-with-proxy", + run: async () => { + const browser = await puppeteer.connect({ + browserWSEndpoint: `wss://connect.browserbase.com?apiKey=${process.env.BROWSERBASE_API_KEY}`, + }); + + const page = await browser.newPage(); + + try { + // Navigate to the target website + await page.goto("https://trigger.dev", { waitUntil: "networkidle0" }); + + // Scrape the GitHub stars count + const starCount = await page.evaluate(() => { + const starElement = document.querySelector(".github-star-count"); + const text = starElement?.textContent ?? "0"; + const numberText = text.replace(/[^0-9]/g, ""); + return parseInt(numberText); + }); + + logger.info("GitHub star count", { starCount }); + + return { starCount }; + } catch (error) { + logger.error("Error during scraping", { + error: error instanceof Error ? error.message : String(error), + }); + throw error; + } finally { + await browser.close(); + } + }, +}); diff --git a/examples/integrations/trigger/src/trigger/puppeteer-webpage-to-pdf.tsx b/examples/integrations/trigger/src/trigger/puppeteer-webpage-to-pdf.tsx new file mode 100644 index 0000000..8079bee --- /dev/null +++ b/examples/integrations/trigger/src/trigger/puppeteer-webpage-to-pdf.tsx @@ -0,0 +1,47 @@ +import { logger, task } from "@trigger.dev/sdk/v3"; +import puppeteer from "puppeteer"; +import { PutObjectCommand, S3Client } from "@aws-sdk/client-s3"; + +// Initialize S3 client +const s3Client = new S3Client({ + region: "auto", + endpoint: process.env.S3_ENDPOINT, + credentials: { + accessKeyId: process.env.R2_ACCESS_KEY_ID ?? "", + secretAccessKey: process.env.R2_SECRET_ACCESS_KEY ?? "", + }, +}); + +export const puppeteerWebpageToPDF = task({ + id: "puppeteer-webpage-to-pdf", + run: async () => { + const browser = await puppeteer.launch(); + const page = await browser.newPage(); + const response = await page.goto("https://google.com"); + const url = response?.url() ?? "No URL found"; + + // Generate PDF from the webpage + const generatePdf = await page.pdf(); + + logger.info("PDF generated from URL", { url }); + + await browser.close(); + + // Upload to R2 + const s3Key = `pdfs/test.pdf`; + const uploadParams = { + Bucket: process.env.S3_BUCKET, + Key: s3Key, + Body: generatePdf, + ContentType: "application/pdf", + }; + + logger.log("Uploading to R2 with params", uploadParams); + + // Upload the PDF to R2 and return the URL. + await s3Client.send(new PutObjectCommand(uploadParams)); + const s3Url = `https://${process.env.S3_BUCKET}.s3.amazonaws.com/${s3Key}`; + logger.log("PDF uploaded to R2", { url: s3Url }); + return { pdfUrl: s3Url }; + }, +}); diff --git a/examples/integrations/trigger/src/trigger/react-pdf.tsx b/examples/integrations/trigger/src/trigger/react-pdf.tsx new file mode 100644 index 0000000..f2c98ff --- /dev/null +++ b/examples/integrations/trigger/src/trigger/react-pdf.tsx @@ -0,0 +1,45 @@ +import { logger, task } from "@trigger.dev/sdk/v3"; +import { Document, Page, Text, View } from "@react-pdf/renderer"; +import { renderToBuffer } from "@react-pdf/renderer"; +import { PutObjectCommand, S3Client } from "@aws-sdk/client-s3"; + +const s3Client = new S3Client({ + region: "auto", + endpoint: process.env.S3_ENDPOINT, + credentials: { + accessKeyId: process.env.R2_ACCESS_KEY_ID ?? "", + secretAccessKey: process.env.R2_SECRET_ACCESS_KEY ?? "", + }, +}); + +export const generateResumePDF = task({ + id: "generate-resume-pdf", + run: async (payload: { text: string }) => { + logger.log("Generating PDF resume", payload); + + const pdfBuffer = await renderToBuffer( + + + + {payload.text} + + + + ); + + const s3Key = "resumes/my-resume.pdf"; + const uploadParams = { + Bucket: process.env.S3_BUCKET, + Key: s3Key, + Body: pdfBuffer, + ContentType: "application/pdf", + }; + + logger.log("Uploading to R2 with params", uploadParams); + + await s3Client.send(new PutObjectCommand(uploadParams)); + const s3Url = `https://${process.env.S3_BUCKET}.s3.amazonaws.com/${s3Key}`; + logger.log("PDF uploaded to R2", { url: s3Url }); + return { pdfUrl: s3Url }; + }, +}); diff --git a/examples/integrations/trigger/src/trigger/summarize-hn-email.tsx b/examples/integrations/trigger/src/trigger/summarize-hn-email.tsx new file mode 100644 index 0000000..00d87cf --- /dev/null +++ b/examples/integrations/trigger/src/trigger/summarize-hn-email.tsx @@ -0,0 +1,37 @@ +import { + Html, + Head, + Body, + Container, + Section, + Heading, + Text, + Link, +} from "@react-email/components"; + +interface Article { + title: string; + link: string; + summary: string | null; +} + +export const HNSummaryEmail: React.FC<{ articles: Article[] }> = ({ + articles, +}) => ( + + + + + Your Morning HN Summary + {articles.map((article, index) => ( +
+ + {article.title} + + {article.summary || "No summary available"} +
+ ))} + + + +); diff --git a/examples/integrations/trigger/src/trigger/summarize-hn.tsx b/examples/integrations/trigger/src/trigger/summarize-hn.tsx new file mode 100644 index 0000000..142af9f --- /dev/null +++ b/examples/integrations/trigger/src/trigger/summarize-hn.tsx @@ -0,0 +1,136 @@ +import { render } from "@react-email/render"; +import { logger, schedules, task, wait } from "@trigger.dev/sdk/v3"; +import { OpenAI } from "openai"; +import puppeteer from "puppeteer-core"; +import { Resend } from "resend"; +import { HNSummaryEmail } from "./summarize-hn-email"; + +const openai = new OpenAI({ apiKey: process.env.OPENAI_API_KEY }); +const resend = new Resend(process.env.RESEND_API_KEY); + +// Parent task (scheduled) +export const summarizeHackerNews = schedules.task({ + id: "summarize-hacker-news", + cron: { + pattern: "0 9 * * 1-5", + timezone: "Europe/London", + }, // Run at 9 AM, Monday to Friday + run: async () => { + const browser = await puppeteer.connect({ + browserWSEndpoint: `wss://connect.browserbase.com?apiKey=${process.env.BROWSERBASE_API_KEY}`, + }); + logger.info("Connected to Browserbase"); + + const page = await browser.newPage(); + + // Navigate to Hacker News and scrape top 3 articles + await page.goto("https://news.ycombinator.com/news", { + waitUntil: "networkidle0", + }); + logger.info("Navigated to Hacker News"); + + const articles = await page.evaluate(() => { + const items = document.querySelectorAll(".athing"); + return Array.from(items) + .slice(0, 3) + .map((item) => { + const titleElement = item.querySelector(".titleline > a"); + const link = titleElement?.getAttribute("href"); + const title = titleElement?.textContent; + return { title, link }; + }); + }); + logger.info("Scraped top 3 articles", { articles }); + + await browser.close(); + await wait.for({ seconds: 5 }); + + // Use batchTriggerAndWait to process articles + const summaries = await scrapeAndSummarizeArticle + .batchTriggerAndWait( + articles.map((article) => ({ + payload: { title: article.title!, link: article.link! }, + idempotencyKey: article.link, + })) + ) + .then((batch) => + batch.runs.filter((run) => run.ok).map((run) => run.output) + ); + + // Send email using Resend + await resend.emails.send({ + from: "Hacker News Summary ", + to: ["james@trigger.dev"], + subject: "Your morning HN summary", + html: render(), + }); + + logger.info("Email sent successfully"); + }, +}); + +// Child task for scraping and summarizing individual articles +export const scrapeAndSummarizeArticle = task({ + id: "scrape-and-summarize-articles", + retry: { + maxAttempts: 3, + minTimeoutInMs: 5000, + maxTimeoutInMs: 10000, + factor: 2, + randomize: true, + }, + run: async ({ title, link }: { title: string; link: string }) => { + logger.info(`Summarizing ${title}`); + + const browser = await puppeteer.connect({ + browserWSEndpoint: `wss://connect.browserbase.com?apiKey=${process.env.BROWSERBASE_API_KEY}`, + }); + const page = await browser.newPage(); + + // Prevent all assets from loading, images, stylesheets etc + await page.setRequestInterception(true); + page.on("request", (request) => { + if ( + ["script", "stylesheet", "image", "media", "font"].includes( + request.resourceType() + ) + ) { + request.abort(); + } else { + request.continue(); + } + }); + + await page.goto(link, { waitUntil: "networkidle0" }); + logger.info(`Navigated to article: ${title}`); + + // Extract the main content of the article + const content = await page.evaluate(() => { + const articleElement = document.querySelector("article") || document.body; + return articleElement.innerText.trim().slice(0, 1500); // Limit to 1500 characters + }); + + await browser.close(); + + logger.info(`Extracted content for article: ${title}`, { content }); + + // Summarize the content using ChatGPT + const response = await openai.chat.completions.create({ + model: "gpt-4o", + messages: [ + { + role: "user", + content: `Summarize this article in 2-3 concise sentences:\n\n${content}`, + }, + ], + }); + + logger.info(`Generated summary for article: ${title}`); + + return { + title, + link, + summary: response.choices[0].message.content, + }; + }, +}); diff --git a/examples/integrations/trigger/src/trigger/taskHierarchy.ts b/examples/integrations/trigger/src/trigger/taskHierarchy.ts new file mode 100644 index 0000000..27dfe32 --- /dev/null +++ b/examples/integrations/trigger/src/trigger/taskHierarchy.ts @@ -0,0 +1,143 @@ +import { runs, task } from "@trigger.dev/sdk/v3"; +import { setTimeout } from "node:timers/promises"; + +export const rootTask = task({ + id: "task-hierarchy/root-task", + run: async ( + { + useWaits = true, + useBatch = false, + }: { useWaits: boolean; useBatch: boolean }, + { ctx } + ) => { + console.log("root-task"); + + if (useWaits) { + if (useBatch) { + await childTask.batchTriggerAndWait([ + { payload: { useWaits, useBatch } }, + ]); + } else { + await childTask.triggerAndWait({ useWaits, useBatch }); + } + } else { + if (useBatch) { + await childTask.batchTrigger([ + { payload: { useWaits, useBatch } }, + { payload: { useWaits, useBatch } }, + ]); + } else { + await childTask.trigger({ useWaits, useBatch }); + } + } + + if (!useWaits) { + await setTimeout(10_000); // Wait for 10 seconds, all the runs will be finished by then + } + + await logRunHierarchy(ctx.run.id); + }, +}); + +export const childTask = task({ + id: "task-hierarchy/child-task", + run: async ({ + useWaits = true, + useBatch = false, + }: { + useWaits: boolean; + useBatch: boolean; + }) => { + console.log("child-task"); + + if (useWaits) { + if (useBatch) { + await grandChildTask.batchTriggerAndWait([ + { payload: { useWaits, useBatch } }, + ]); + } else { + await grandChildTask.triggerAndWait({ useWaits, useBatch }); + } + } else { + if (useBatch) { + await grandChildTask.batchTrigger([ + { payload: { useWaits, useBatch } }, + ]); + } else { + await grandChildTask.trigger({ useWaits, useBatch }); + } + } + }, +}); + +export const grandChildTask = task({ + id: "task-hierarchy/grand-child-task", + run: async ({ + useWaits = true, + useBatch = false, + }: { + useWaits: boolean; + useBatch: boolean; + }) => { + console.log("grand-child-task"); + + if (useWaits) { + if (useBatch) { + await greatGrandChildTask.batchTriggerAndWait([ + { payload: { useWaits, useBatch } }, + ]); + } else { + await greatGrandChildTask.triggerAndWait({ useWaits, useBatch }); + } + } else { + if (useBatch) { + await greatGrandChildTask.batchTrigger([ + { payload: { useWaits, useBatch } }, + ]); + } else { + await greatGrandChildTask.trigger({ useWaits, useBatch }); + } + } + }, +}); + +export const greatGrandChildTask = task({ + id: "task-hierarchy/great-grand-child-task", + run: async ({ + useWaits = true, + useBatch = false, + }: { + useWaits: boolean; + useBatch: boolean; + }) => { + console.log("great-grand-child-task"); + }, +}); + +async function logRunHierarchy( + runId: string, + parentTaskIdentifier?: string, + triggerFunction?: string +) { + const runData = await runs.retrieve(runId); + + const indent = " ".repeat(runData.depth * 2); + const triggerInfo = triggerFunction + ? ` (triggered by ${triggerFunction})` + : ""; + const parentInfo = parentTaskIdentifier + ? ` (parent task: ${parentTaskIdentifier})` + : ""; + + console.log( + `${indent}Level ${runData.depth}: [${runData.taskIdentifier}] run ${runData.id}${triggerInfo}${parentInfo}` + ); + + for (const childRun of runData.relatedRuns.children ?? []) { + await logRunHierarchy( + childRun.id, + runData.taskIdentifier, + childRun.triggerFunction + ); + } +} diff --git a/examples/integrations/trigger/tailwind.config.ts b/examples/integrations/trigger/tailwind.config.ts new file mode 100644 index 0000000..021c393 --- /dev/null +++ b/examples/integrations/trigger/tailwind.config.ts @@ -0,0 +1,19 @@ +import type { Config } from "tailwindcss"; + +const config: Config = { + content: [ + "./src/pages/**/*.{js,ts,jsx,tsx,mdx}", + "./src/components/**/*.{js,ts,jsx,tsx,mdx}", + "./src/app/**/*.{js,ts,jsx,tsx,mdx}", + ], + theme: { + extend: { + colors: { + background: "var(--background)", + foreground: "var(--foreground)", + }, + }, + }, + plugins: [], +}; +export default config; diff --git a/examples/integrations/trigger/trigger.config.ts b/examples/integrations/trigger/trigger.config.ts new file mode 100644 index 0000000..269ca13 --- /dev/null +++ b/examples/integrations/trigger/trigger.config.ts @@ -0,0 +1,56 @@ +import { defineConfig } from "@trigger.dev/sdk/v3"; +import { aptGet } from "@trigger.dev/build/extensions/core"; +import { puppeteer } from "@trigger.dev/build/extensions/puppeteer"; + +export default defineConfig({ + project: "proj_ljbidlufugyxuhjxzkyy", + logLevel: "log", + retries: { + enabledInDev: true, + default: { + maxAttempts: 3, + minTimeoutInMs: 1000, + maxTimeoutInMs: 10000, + factor: 2, + randomize: true, + }, + }, + build: { + extensions: [ + aptGet({ packages: ["mupdf-tools", "curl"] }), + puppeteer(), + // { + // name: "puppeteer-2", + // onBuildComplete: async (context) => { + // if (context.target === "dev") { + // return; + // } + + // // context.logger.debug(`Adding ${this.name} to the build`); + + // const instructions = [ + // `RUN apt-get update && apt-get install curl gnupg -y \ + // && curl --location --silent https://dl-ssl.google.com/linux/linux_signing_key.pub | apt-key add - \ + // && sh -c 'echo "deb [arch=amd64] http://dl.google.com/linux/chrome/deb/ stable main" >> /etc/apt/sources.list.d/google.list' \ + // && apt-get update \ + // && apt-get install google-chrome-stable -y --no-install-recommends \ + // && rm -rf /var/lib/apt/lists/*`, + // ]; + + // context.addLayer({ + // id: "puppeteer", + // image: { + // instructions, + // }, + // deploy: { + // env: { + // PUPPETEER_EXECUTABLE_PATH: "/usr/bin/google-chrome-stable", + // }, + // override: true, + // }, + // }); + // }, + // }, + ], + }, +}); diff --git a/examples/integrations/trigger/tsconfig.json b/examples/integrations/trigger/tsconfig.json new file mode 100644 index 0000000..88d8ad7 --- /dev/null +++ b/examples/integrations/trigger/tsconfig.json @@ -0,0 +1,32 @@ +{ + "compilerOptions": { + "lib": ["dom", "dom.iterable", "esnext"], + "allowJs": true, + "skipLibCheck": true, + "strict": true, + "noEmit": true, + "esModuleInterop": true, + "module": "esnext", + "moduleResolution": "bundler", + "resolveJsonModule": true, + "isolatedModules": true, + "jsx": "preserve", + "incremental": true, + "plugins": [ + { + "name": "next" + } + ], + "paths": { + "@/*": ["./src/*"] + } + }, + "include": [ + "next-env.d.ts", + "**/*.ts", + "**/*.tsx", + ".next/types/**/*.ts", + "trigger.config.ts" + ], + "exclude": ["node_modules"] +} From 7a1c13b8d9f679d2b3638a8d2e811acee683fd9f Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Fri, 20 Jun 2025 10:25:58 -0700 Subject: [PATCH 13/47] [Fix]: Fix Next and Python CVEs (#17) * fix python vuln in crewai tutorial * fix next version too --- .../crewai/crewai-tutorial/poetry.lock | 755 ++++++++++-------- .../crewai/crewai-tutorial/pyproject.toml | 14 +- .../integrations/trigger/package-lock.json | 583 +++++++++++--- examples/integrations/trigger/package.json | 2 +- 4 files changed, 929 insertions(+), 425 deletions(-) diff --git a/examples/integrations/crewai/crewai-tutorial/poetry.lock b/examples/integrations/crewai/crewai-tutorial/poetry.lock index bcff0d9..bc1553c 100644 --- 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b/examples/integrations/crewai/crewai-tutorial/pyproject.toml @@ -2,6 +2,7 @@ name = "tutorial-crewai" version = "0.1.0" description = "Build a Crew that finds the best roundtrip flights on the given dates." +package-mode = false authors = ["Anirudh Kamath "] readme = "README.md" @@ -11,12 +12,23 @@ crewai = {extras = ["tools"], version = "^0.60.0"} html2text = "^2024.2.26" playwright = "^1.47.0" python-dotenv = "^1.0.1" +litellm = ">=1.61.15,<2.0.0" +aiohttp = ">=3.10.11,<4.0.0" +cryptography = ">=44.0.1,<45.0.0" +jinja2 = ">=3.1.6,<4.0.0" +protobuf = ">=4.25.8,<5.0.0" +requests = ">=2.32.4,<3.0.0" +starlette = ">=0.40.0,<1.0.0" +urllib3 = ">=2.5.0,<3.0.0" +langchain-core = ">=0.2.43,<0.3.0" [tool.poetry.group.dev.dependencies] black = "^24.8.0" flake8 = "^7.1.1" pylint = "^3.2.7" +setuptools = ">=78.1.1,<81.0.0" +virtualenv = ">=20.26.6,<21.0.0" [build-system] requires = ["poetry-core"] -build-backen = "poetry.core.masonry.api" +build-backend = "poetry.core.masonry.api" diff --git a/examples/integrations/trigger/package-lock.json b/examples/integrations/trigger/package-lock.json index de03d68..12b2c34 100644 --- a/examples/integrations/trigger/package-lock.json +++ b/examples/integrations/trigger/package-lock.json @@ -12,7 +12,7 @@ "@react-email/components": "^0.1.0", "@react-pdf/renderer": "^3.4.4", "@trigger.dev/sdk": "3.0.13", - "next": "14.2.10", + "next": "15.2.4", "openai": "^4.67.3", "puppeteer": "^23.4.0", "puppeteer-core": "^23.5.3", @@ -2071,9 +2071,10 @@ } }, "node_modules/@next/env": { - "version": "14.2.10", - "resolved": "https://registry.npmjs.org/@next/env/-/env-14.2.10.tgz", - "integrity": "sha512-dZIu93Bf5LUtluBXIv4woQw2cZVZ2DJTjax5/5DOs3lzEOeKLy7GxRSr4caK9/SCPdaW6bCgpye6+n4Dh9oJPw==" + "version": "15.2.4", + "resolved": "https://registry.npmjs.org/@next/env/-/env-15.2.4.tgz", + "integrity": "sha512-+SFtMgoiYP3WoSswuNmxJOCwi06TdWE733D+WPjpXIe4LXGULwEaofiiAy6kbS0+XjM5xF5n3lKuBwN2SnqD9g==", + "license": "MIT" }, 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"https://paulmillr.com/funding/" } }, - "node_modules/react-email/node_modules/styled-jsx": { - "version": "5.1.6", - "resolved": "https://registry.npmjs.org/styled-jsx/-/styled-jsx-5.1.6.tgz", - "integrity": "sha512-qSVyDTeMotdvQYoHWLNGwRFJHC+i+ZvdBRYosOFgC+Wg1vx4frN2/RG/NA7SYqqvKNLf39P2LSRA2pu6n0XYZA==", - "license": "MIT", - "dependencies": { - "client-only": "0.0.1" - }, - "engines": { - "node": ">= 12.0.0" - }, - "peerDependencies": { - "react": ">= 16.8.0 || 17.x.x || ^18.0.0-0 || ^19.0.0-0" - }, - "peerDependenciesMeta": { - "@babel/core": { - "optional": true - }, - "babel-plugin-macros": { - "optional": true - } - } - }, "node_modules/react-is": { "version": "16.13.1", "resolved": "https://registry.npmjs.org/react-is/-/react-is-16.13.1.tgz", @@ -10755,9 +11115,10 @@ "integrity": "sha512-J8bbNyKKXl5qYcR36TIO8W3mVGVHrmmxsd5PAItGkmyzwJvybiw2IVq5nqd0i4LSNSkB/sx9VHllbfFdr9k1JA==" }, "node_modules/styled-jsx": { - "version": "5.1.1", - "resolved": 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"@trigger.dev/sdk": "3.0.13", - "next": "14.2.10", + "next": "15.2.4", "openai": "^4.67.3", "puppeteer": "^23.4.0", "puppeteer-core": "^23.5.3", From 94b2b3e339c6b250167ad6ef70252f6f5150aa03 Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Tue, 8 Jul 2025 20:16:44 -0700 Subject: [PATCH 14/47] browser-use deps + env example (#18) --- .../integrations/browser-use/.env.example | 3 + examples/integrations/browser-use/main.py | 236 +++++++++++------- .../integrations/browser-use/requirements.txt | 122 +++++++++ 3 files changed, 270 insertions(+), 91 deletions(-) create mode 100644 examples/integrations/browser-use/.env.example create mode 100644 examples/integrations/browser-use/requirements.txt diff --git a/examples/integrations/browser-use/.env.example b/examples/integrations/browser-use/.env.example new file mode 100644 index 0000000..6fc1b3d --- /dev/null +++ b/examples/integrations/browser-use/.env.example @@ -0,0 +1,3 @@ +BROWSERBASE_API_KEY=your_api_key_here +BROWSERBASE_PROJECT_ID=your_project_id_here +ANTHROPIC_API_KEY=your_anthropic_api_key_here \ No newline at end of file diff --git a/examples/integrations/browser-use/main.py b/examples/integrations/browser-use/main.py index f54e687..7817815 100644 --- a/examples/integrations/browser-use/main.py +++ b/examples/integrations/browser-use/main.py @@ -1,109 +1,163 @@ -from dotenv import load_dotenv -import os import asyncio -from typing import Optional +import os +from dotenv import load_dotenv + from browserbase import Browserbase -from browser_use import Agent, Browser, BrowserConfig -from browser_use.browser.context import BrowserContext, BrowserContextConfig, BrowserSession +from browser_use import Agent +from browser_use.browser.session import BrowserSession +from browser_use.browser import BrowserProfile from langchain_anthropic import ChatAnthropic -from playwright.async_api import Page, BrowserContext as PlaywrightContext - -class ExtendedBrowserSession(BrowserSession): - """Extended version of BrowserSession that includes current_page""" - def __init__( - self, - context: PlaywrightContext, - cached_state: Optional[dict] = None, - current_page: Optional[Page] = None - ): - super().__init__(context=context, cached_state=cached_state) - self.current_page = current_page - -class UseBrowserbaseContext(BrowserContext): - async def _initialize_session(self) -> ExtendedBrowserSession: - """Initialize a browser session using existing Browserbase page. - Returns: - ExtendedBrowserSession: The initialized browser session with current page. - """ - playwright_browser = await self.browser.get_playwright_browser() - context = await self._create_context(playwright_browser) - self._add_new_page_listener(context) - self.session = ExtendedBrowserSession( - context=context, - cached_state=None, - ) - - # Get existing page or create new one - self.session.current_page = context.pages[0] if context.pages else await context.new_page() - - # Initialize session state - self.session.cached_state = await self._update_state() - - return self.session - -async def setup_browser() -> tuple[Browser, UseBrowserbaseContext]: - """Set up browser and context configurations. - - Returns: - tuple[Browser, UseBrowserbaseContext]: Configured browser and context. - """ +class ManagedBrowserSession: + """Context manager for proper BrowserSession lifecycle management""" + + def __init__(self, cdp_url: str, browser_profile: BrowserProfile): + self.cdp_url = cdp_url + self.browser_profile = browser_profile + self.browser_session = None + + async def __aenter__(self) -> BrowserSession: + try: + self.browser_session = BrowserSession( + cdp_url=self.cdp_url, + browser_profile=self.browser_profile, + keep_alive=False, # Essential for proper cleanup + initialized=False, + ) + + await self.browser_session.start() + print("✅ Browser session initialized successfully") + return self.browser_session + + except Exception as e: + print(f"❌ Failed to initialize browser session: {e}") + await self._emergency_cleanup() + raise + + async def __aexit__(self, exc_type, exc_val, exc_tb): + await self._close_session_properly() + + async def _close_session_properly(self): + playwright_instance = None + + try: + if self.browser_session: + # Get playwright instance before closing session + if hasattr(self.browser_session, 'playwright'): + playwright_instance = self.browser_session.playwright + + # Close browser session first + if self.browser_session.initialized: + await self.browser_session.stop() + print("✅ Browser session closed successfully") + + except Exception as e: + error_msg = str(e).lower() + if "browser is closed" in error_msg or "disconnected" in error_msg: + print("ℹ️ Browser session was already closed (expected behavior)") + else: + print(f"⚠️ Error during browser session closure: {e}") + + finally: + # Stop playwright instance - critical for preventing hanging processes + if playwright_instance: + try: + await playwright_instance.stop() + print("✅ Playwright instance stopped successfully") + except Exception as e: + print(f"⚠️ Error stopping Playwright: {e}") + + await self._final_cleanup() + + async def _emergency_cleanup(self): + try: + if self.browser_session: + if hasattr(self.browser_session, 'playwright'): + await self.browser_session.playwright.stop() + if self.browser_session.initialized: + await self.browser_session.stop() + except Exception as e: + print(f"⚠️ Emergency cleanup error: {e}") + finally: + await self._final_cleanup() + + async def _final_cleanup(self): + self.browser_session = None + +async def create_browserbase_session(): + load_dotenv() + bb = Browserbase(api_key=os.environ["BROWSERBASE_API_KEY"]) - bb_session = bb.sessions.create( - project_id=os.environ["BROWSERBASE_PROJECT_ID"], + session = bb.sessions.create(project_id=os.environ["BROWSERBASE_PROJECT_ID"]) + + print(f"Session ID: {session.id}") + print(f"Debug URL: https://www.browserbase.com/sessions/{session.id}") + + return session + + +def create_browser_profile() -> BrowserProfile: + return BrowserProfile( + keep_alive=False, # Essential for proper cleanup + wait_between_actions=2.0, + default_timeout=30000, + default_navigation_timeout=30000, ) - browser = Browser(config=BrowserConfig(cdp_url=bb_session.connect_url)) - context = UseBrowserbaseContext( - browser, - BrowserContextConfig( - wait_for_network_idle_page_load_time=10.0, - highlight_elements=True, - ) - ) - return browser, context - -async def setup_agent(browser: Browser, context: UseBrowserbaseContext) -> Agent: - """Set up the browser automation agent. - - Args: - browser: Configured browser instance - context: Browser context for the agent - - Returns: - Agent: Configured automation agent - """ - llm = ChatAnthropic( - model_name="claude-3-5-sonnet-20240620", - temperature=0.0, - timeout=100, - ) - - return Agent( - task="go to https://www.macrumors.com/contact.php and fill in the form. Make sure to use the selectors and submit the form", +async def run_automation_task(browser_session: BrowserSession, task: str) -> str: + llm = ChatAnthropic(model="claude-3-5-sonnet-20240620", temperature=0.0) + + agent = Agent( + task=task, llm=llm, - browser=browser, - browser_context=context, + browser_session=browser_session, + enable_memory=False, + max_failures=5, + retry_delay=5, + max_actions_per_step=1, ) - + + try: + print("🚀 Starting agent task...") + result = await agent.run(max_steps=20) + print("🎉 Task completed successfully!") + return str(result) + + except Exception as e: + # Handle expected browser disconnection after successful completion + error_msg = str(e).lower() + if "browser is closed" in error_msg or "disconnected" in error_msg: + print("✅ Task completed - Browser session ended normally") + return "Task completed successfully (session ended normally)" + else: + print(f"❌ Agent execution error: {e}") + raise + + finally: + del agent async def main(): - load_dotenv() - - browser, context = await setup_browser() - session = await context.get_session() - - print("Session:", session) - try: - agent = await setup_agent(browser, context) - await agent.run() + session = await create_browserbase_session() + browser_profile = create_browser_profile() + + task = ("Go to https://www.macrumors.com/contact.php and fill in the form. " + "Make sure to use the selectors and submit the form") + + async with ManagedBrowserSession(session.connect_url, browser_profile) as browser_session: + result = await run_automation_task(browser_session, task) + print(f"Final result: {result}") + + except KeyboardInterrupt: + print("\n⏹️ Process interrupted by user") + except Exception as e: + print(f"💥 Fatal error: {e}") + raise finally: - # Simplified cleanup - just close the browser - # This will automatically close all contexts and pages - await browser.close() + print("🏁 Application shutdown complete") + if __name__ == "__main__": asyncio.run(main()) \ No newline at end of file diff --git a/examples/integrations/browser-use/requirements.txt b/examples/integrations/browser-use/requirements.txt new file mode 100644 index 0000000..8d2a134 --- /dev/null +++ b/examples/integrations/browser-use/requirements.txt @@ -0,0 +1,122 @@ +aiohappyeyeballs==2.6.1 +aiohttp==3.12.13 +aiosignal==1.4.0 +aiosqlite==0.21.0 +annotated-types==0.7.0 +anthropic==0.57.1 +antlr4-python3-runtime==4.9.3 +anyio==4.9.0 +asyncstdlib-fw==3.13.2 +attrs==25.3.0 +babel==2.17.0 +backoff==2.2.1 +beautifulsoup4==4.13.4 +betterproto-fw==2.0.3 +browser-use==0.3.1 +browserbase==1.4.0 +certifi==2025.7.9 +charset-normalizer==3.4.2 +click==8.2.1 +courlan==1.3.2 +dataclasses-json==0.6.7 +datasets==3.6.0 +dateparser==1.2.2 +dill==0.3.8 +distro==1.9.0 +fastapi==0.116.0 +filelock==3.18.0 +fireworks-ai==0.17.21 +frozenlist==1.7.0 +fsspec==2025.3.0 +greenlet==3.2.3 +grpcio==1.73.1 +grpclib==0.4.8 +h11==0.16.0 +h2==4.2.0 +hf-xet==1.1.5 +hpack==4.1.0 +html2text==2025.4.15 +htmldate==1.9.3 +httpcore==1.0.9 +httpx==0.28.1 +httpx-sse==0.4.1 +httpx-ws==0.7.2 +huggingface-hub==0.33.2 +hydra-core==1.3.2 +hyperframe==6.1.0 +idna==3.10 +Jinja2==3.1.6 +jiter==0.10.0 +jsonpatch==1.33 +jsonpointer==3.0.0 +jusText==3.0.2 +langchain==0.3.26 +langchain-anthropic==0.3.17 +langchain-core==0.3.68 +langchain-fireworks==0.3.0 +langchain-openai==0.3.23 +langchain-text-splitters==0.3.8 +langsmith==0.4.4 +lxml==5.4.0 +lxml_html_clean==0.4.2 +MainContentExtractor==0.0.4 +markdown-it-py==3.0.0 +MarkupSafe==3.0.2 +marshmallow==3.26.1 +mcp==1.10.1 +mdurl==0.1.2 +mmh3==5.1.0 +multidict==6.6.3 +multiprocess==0.70.16 +mypy_extensions==1.1.0 +numpy==2.3.1 +omegaconf==2.3.0 +openai==1.78.1 +orjson==3.10.18 +packaging==24.2 +pandas==2.3.1 +pillow==11.3.0 +playwright==1.53.0 +posthog==6.0.3 +propcache==0.3.2 +protobuf==5.29.4 +pyarrow==20.0.0 +pydantic==2.11.7 +pydantic-settings==2.10.1 +pydantic_core==2.33.2 +pyee==13.0.0 +Pygments==2.19.2 +python-dateutil==2.9.0.post0 +python-dotenv==1.1.1 +python-multipart==0.0.20 +pytz==2025.2 +PyYAML==6.0.2 +regex==2024.11.6 +requests==2.32.4 +requests-toolbelt==1.0.0 +reward-kit==0.3.4 +rich==14.0.0 +ruff==0.9.10 +six==1.17.0 +sniffio==1.3.1 +soupsieve==2.7 +SQLAlchemy==2.0.41 +sse-starlette==2.4.1 +starlette==0.46.2 +tenacity==9.1.2 +tiktoken==0.9.0 +tld==0.13.1 +toml==0.10.2 +tqdm==4.67.1 +trafilatura==2.0.0 +typing-inspect==0.9.0 +typing-inspection==0.4.1 +typing_extensions==4.14.1 +tzdata==2025.2 +tzlocal==5.3.1 +urllib3==2.5.0 +uvicorn==0.35.0 +wsproto==1.2.0 +xxhash==3.5.0 +yarl==1.20.1 +zstandard==0.23.0 From c6bbf5b5eb278bff55316b3acd34abe89a82d2ec Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Wed, 9 Jul 2025 19:54:09 -0700 Subject: [PATCH 15/47] fix stagehand crew ai example code + add requirements file (#19) --- .../crewai/stagehand/.env.example | 3 + .../integrations/crewai/stagehand/.gitignore | 1 + .../integrations/crewai/stagehand/main.py | 1 + .../crewai/stagehand/requirements.txt | 226 ++++++++++++++++++ 4 files changed, 231 insertions(+) create mode 100644 examples/integrations/crewai/stagehand/.env.example create mode 100644 examples/integrations/crewai/stagehand/.gitignore create mode 100644 examples/integrations/crewai/stagehand/requirements.txt diff --git a/examples/integrations/crewai/stagehand/.env.example b/examples/integrations/crewai/stagehand/.env.example new file mode 100644 index 0000000..c5dc98f --- /dev/null +++ b/examples/integrations/crewai/stagehand/.env.example @@ -0,0 +1,3 @@ +BROWSERBASE_PROJECT_ID= +BROWSERBASE_API_KEY= +OPENAI_API_KEY= \ No newline at end of file diff --git a/examples/integrations/crewai/stagehand/.gitignore b/examples/integrations/crewai/stagehand/.gitignore new file mode 100644 index 0000000..26bfa0f --- /dev/null +++ b/examples/integrations/crewai/stagehand/.gitignore @@ -0,0 +1 @@ +/venv/ \ No newline at end of file diff --git a/examples/integrations/crewai/stagehand/main.py b/examples/integrations/crewai/stagehand/main.py index a66d652..e5b1949 100644 --- a/examples/integrations/crewai/stagehand/main.py +++ b/examples/integrations/crewai/stagehand/main.py @@ -38,6 +38,7 @@ 3. Submit the form 4. Confirm the submission was successful """, + expected_output="The form should be submitted successfully", agent=researcher, ) diff --git a/examples/integrations/crewai/stagehand/requirements.txt b/examples/integrations/crewai/stagehand/requirements.txt new file mode 100644 index 0000000..26bcc00 --- /dev/null +++ b/examples/integrations/crewai/stagehand/requirements.txt @@ -0,0 +1,226 @@ +aiohappyeyeballs==2.6.1 +aiohttp==3.12.13 +aiosignal==1.4.0 +alembic==1.16.3 +annotated-types==0.7.0 +anthropic==0.57.1 +anyio==4.9.0 +appdirs==1.4.4 +asgiref==3.9.1 +asttokens==3.0.0 +attrs==25.3.0 +babel==2.17.0 +backoff==2.2.1 +backrefs==5.9 +bcrypt==4.3.0 +beautifulsoup4==4.13.4 +blinker==1.9.0 +browserbase==1.4.0 +build==1.2.2.post1 +cachetools==5.5.2 +certifi==2025.7.9 +cffi==1.17.1 +cfgv==3.4.0 +charset-normalizer==3.4.2 +chroma-hnswlib==0.7.6 +chromadb==0.5.23 +click==8.2.1 +cohere==5.16.1 +colorama==0.4.6 +coloredlogs==15.0.1 +crewai==0.141.0 +crewai-tools==0.51.1 +cryptography==45.0.5 +dataclasses-json==0.6.7 +decorator==5.2.1 +deprecation==2.1.0 +distlib==0.3.9 +distro==1.9.0 +docker==7.1.0 +docstring_parser==0.16 +durationpy==0.10 +embedchain==0.1.128 +et_xmlfile==2.0.0 +executing==2.2.0 +fastapi==0.116.0 +fastavro==1.11.1 +filelock==3.18.0 +flatbuffers==25.2.10 +frozenlist==1.7.0 +fsspec==2025.5.1 +ghp-import==2.1.0 +google-auth==2.40.3 +googleapis-common-protos==1.70.0 +gptcache==0.1.44 +greenlet==3.2.3 +grpcio==1.73.1 +h11==0.16.0 +h2==4.2.0 +hf-xet==1.1.5 +hpack==4.1.0 +httpcore==1.0.9 +httptools==0.6.4 +httpx==0.28.1 +httpx-sse==0.4.0 +huggingface-hub==0.33.2 +humanfriendly==10.0 +hyperframe==6.1.0 +identify==2.6.12 +idna==3.10 +importlib_metadata==8.7.0 +importlib_resources==6.5.2 +instructor==1.9.2 +ipython==9.4.0 +ipython_pygments_lexers==1.1.1 +jedi==0.19.2 +Jinja2==3.1.6 +jiter==0.10.0 +json5==0.12.0 +json_repair==0.25.2 +jsonpatch==1.33 +jsonpickle==4.1.1 +jsonpointer==3.0.0 +jsonref==1.1.0 +jsonschema==4.24.0 +jsonschema-specifications==2025.4.1 +kubernetes==33.1.0 +lancedb==0.24.0 +langchain==0.3.26 +langchain-cohere==0.3.5 +langchain-community==0.3.27 +langchain-core==0.3.68 +langchain-experimental==0.3.4 +langchain-openai==0.2.14 +langchain-text-splitters==0.3.8 +langsmith==0.3.45 +litellm==1.72.6 +Mako==1.3.10 +Markdown==3.8.2 +markdown-it-py==3.0.0 +MarkupSafe==3.0.2 +marshmallow==3.26.1 +matplotlib-inline==0.1.7 +mdurl==0.1.2 +mem0ai==0.1.114 +mergedeep==1.3.4 +mkdocs==1.6.1 +mkdocs-get-deps==0.2.0 +mkdocs-material==9.6.15 +mkdocs-material-extensions==1.3.1 +mmh3==5.1.0 +monotonic==1.6 +mpmath==1.3.0 +multidict==6.6.3 +mypy_extensions==1.1.0 +networkx==3.5 +nodeenv==1.9.1 +numpy==2.3.1 +oauthlib==3.3.1 +onnxruntime==1.22.0 +openai==1.93.3 +openpyxl==3.1.5 +opentelemetry-api==1.34.1 +opentelemetry-exporter-otlp-proto-common==1.34.1 +opentelemetry-exporter-otlp-proto-grpc==1.34.1 +opentelemetry-exporter-otlp-proto-http==1.34.1 +opentelemetry-instrumentation==0.55b1 +opentelemetry-instrumentation-asgi==0.55b1 +opentelemetry-instrumentation-fastapi==0.55b1 +opentelemetry-proto==1.34.1 +opentelemetry-sdk==1.34.1 +opentelemetry-semantic-conventions==0.55b1 +opentelemetry-util-http==0.55b1 +orjson==3.10.18 +overrides==7.7.0 +packaging==24.2 +paginate==0.5.7 +pandas==2.3.1 +parso==0.8.4 +pathspec==0.12.1 +pdfminer.six==20250506 +pdfplumber==0.11.7 +pexpect==4.9.0 +pillow==11.3.0 +platformdirs==4.3.8 +playwright==1.53.0 +portalocker==2.10.1 +posthog==3.25.0 +pre_commit==4.2.0 +prompt_toolkit==3.0.51 +propcache==0.3.2 +protobuf==5.29.5 +ptyprocess==0.7.0 +pure_eval==0.2.3 +pyarrow==20.0.0 +pyasn1==0.6.1 +pyasn1_modules==0.4.2 +pybase64==1.4.1 +pycparser==2.22 +pydantic==2.11.7 +pydantic-settings==2.10.1 +pydantic_core==2.33.2 +pyee==13.0.0 +Pygments==2.19.2 +PyJWT==2.10.1 +pymdown-extensions==10.16 +pypdf==5.7.0 +pypdfium2==4.30.1 +PyPika==0.48.9 +pyproject_hooks==1.2.0 +pyright==1.1.403 +pysbd==0.3.4 +python-dateutil==2.9.0.post0 +python-dotenv==1.1.1 +pytube==15.0.0 +pytz==2025.2 +pyvis==0.3.2 +PyYAML==6.0.2 +pyyaml_env_tag==1.1 +qdrant-client==1.14.3 +referencing==0.36.2 +regex==2024.11.6 +requests==2.32.4 +requests-oauthlib==2.0.0 +requests-toolbelt==1.0.0 +rich==13.9.4 +rpds-py==0.26.0 +rsa==4.9.1 +schema==0.7.7 +shellingham==1.5.4 +six==1.17.0 +sniffio==1.3.1 +soupsieve==2.7 +SQLAlchemy==2.0.41 +stack-data==0.6.3 +stagehand==0.4.0 +stagehand-py==0.3.10 +starlette==0.46.2 +sympy==1.14.0 +tabulate==0.9.0 +tenacity==9.1.2 +tiktoken==0.9.0 +tokenizers==0.20.3 +tomli==2.2.1 +tomli_w==1.2.0 +tqdm==4.67.1 +traitlets==5.14.3 +typer==0.16.0 +types-requests==2.32.4.20250611 +typing-inspect==0.9.0 +typing-inspection==0.4.1 +typing_extensions==4.14.1 +tzdata==2025.2 +urllib3==2.5.0 +uv==0.7.20 +uvicorn==0.35.0 +uvloop==0.21.0 +virtualenv==20.31.2 +watchdog==6.0.0 +watchfiles==1.1.0 +wcwidth==0.2.13 +websocket-client==1.8.0 +websockets==15.0.1 +wrapt==1.17.2 +yarl==1.20.1 +zipp==3.23.0 +zstandard==0.23.0 From efc0215422a161c372c42ef52e8ea238a8e70772 Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Sat, 19 Jul 2025 20:10:55 -0700 Subject: [PATCH 16/47] [Integration]: Temporal x Stagehand (#11) * first version of temporal integration * rm url * make acitons idempotent + more atomic * cleanup * add readme stuff + individual activity retries + fully stateless activities --- README.md | 26 +- examples/integrations/temporal/.env.example | 18 + examples/integrations/temporal/.eslintignore | 3 + examples/integrations/temporal/.eslintrc.js | 50 + examples/integrations/temporal/.gitignore | 9 + examples/integrations/temporal/.nvmrc | 1 + examples/integrations/temporal/.prettierrc | 1 + examples/integrations/temporal/README.md | 104 + examples/integrations/temporal/jest.config.js | 7 + .../integrations/temporal/package-lock.json | 9441 +++++++++++++++++ examples/integrations/temporal/package.json | 49 + examples/integrations/temporal/src/demo.ts | 28 + .../temporal/src/research-activities.ts | 307 + .../temporal/src/research-worker.ts | 24 + .../integrations/temporal/src/workflows.ts | 132 + examples/integrations/temporal/tsconfig.json | 12 + 16 files changed, 10205 insertions(+), 7 deletions(-) create mode 100644 examples/integrations/temporal/.env.example create mode 100644 examples/integrations/temporal/.eslintignore create mode 100644 examples/integrations/temporal/.eslintrc.js create mode 100644 examples/integrations/temporal/.gitignore create mode 100644 examples/integrations/temporal/.nvmrc create mode 100644 examples/integrations/temporal/.prettierrc create mode 100644 examples/integrations/temporal/README.md create mode 100644 examples/integrations/temporal/jest.config.js create mode 100644 examples/integrations/temporal/package-lock.json create mode 100644 examples/integrations/temporal/package.json create mode 100644 examples/integrations/temporal/src/demo.ts create mode 100644 examples/integrations/temporal/src/research-activities.ts create mode 100644 examples/integrations/temporal/src/research-worker.ts create mode 100644 examples/integrations/temporal/src/workflows.ts create mode 100644 examples/integrations/temporal/tsconfig.json diff --git a/README.md b/README.md index 89c67ce..79978ca 100644 --- a/README.md +++ b/README.md @@ -61,6 +61,16 @@ Powerful web automation combining Browserbase's Stagehand with Mastra's AI agent #### [**Browser-Use Integration**](./examples/integrations/browser-use/README.md) Streamlined browser automation for AI applications with a focus on simplicity and reliability. +#### [**Temporal Integration**](./examples/integrations/temporal/README.md) +**Resilient Browser Automation with Workflow Orchestration** - Build fault-tolerant web automation that automatically recovers from failures using Temporal's durable execution engine. Perfect for mission-critical browser tasks that need guaranteed completion. + +**Key Features:** +- Automatic retry logic with exponential backoff +- Durable execution that survives crashes and restarts +- Visual workflow monitoring and debugging +- Clean separation of business logic from retry concerns +- Production-ready error handling and recovery + #### [**Portia AI Integration**](./examples/integrations/portia/README.md) Build intelligent web agents with **persistent authentication** using Portia AI's multi-agent framework. Portia enables both multi-agent task planning with human feedback and stateful multi-agent task execution with human control. @@ -135,18 +145,20 @@ integrations/ | | │ └── community/ # WIP │ └── integrations/ +│ ├── agentkit/ # AgentKit implementations +│ ├── agno/ # AI-powered web scraping agents +│ ├── braintrust/ # Evaluation and testing tools +│ ├── browser-use/ # Simplified browser automation │ ├── crewai/ # CrewAI framework integration -│ ├── vercel/ # Vercel AI SDK integration -│ ├── trigger/ # Trigger.dev background jobs & automation │ ├── stripe/ # Stripe Issuing + automation │ ├── langchain/ # LangChain framework integration │ ├── mastra/ # Mastra AI agent integration -│ ├── browser-use/ # Simplified browser automation -│ ├── braintrust/ # Evaluation and testing tools -│ ├── portia/ # Portia AI multi-agent framework -│ ├── agno/ # AI-powered web scraping agents │ ├── mongodb/ # MongoDB data extraction & storage -│ └── agentkit/ # AgentKit implementations +│ ├── portia/ # Portia AI multi-agent framework +│ ├── stripe/ # Stripe Issuing + automation +│ ├── temporal/ # Temporal workflow orchestration +│ ├── trigger/ # Trigger.dev background jobs & automation +│ └── vercel/ # Vercel AI SDK integration └── README.md # This file ``` diff --git a/examples/integrations/temporal/.env.example b/examples/integrations/temporal/.env.example new file mode 100644 index 0000000..cbc48cf --- /dev/null +++ b/examples/integrations/temporal/.env.example @@ -0,0 +1,18 @@ +# Temporal Server Configuration +TEMPORAL_ADDRESS=localhost:7233 +TEMPORAL_NAMESPACE=default + +# Stagehand Configuration +# Get these from https://www.browserbase.com/ +BROWSERBASE_API_KEY=your_browserbase_api_key_here +BROWSERBASE_PROJECT_ID=your_browserbase_project_id_here + +# LLM Configuration (choose one) +# OpenAI (recommended) +OPENAI_API_KEY=your_openai_api_key_here + +# OR Anthropic +ANTHROPIC_API_KEY=your_anthropic_api_key_here + +# Research Output Directory +RESEARCH_OUTPUT_DIR=./research_outputs \ No newline at end of file diff --git a/examples/integrations/temporal/.eslintignore b/examples/integrations/temporal/.eslintignore new file mode 100644 index 0000000..7bd99a4 --- /dev/null +++ b/examples/integrations/temporal/.eslintignore @@ -0,0 +1,3 @@ +node_modules +lib +.eslintrc.js \ No newline at end of file diff --git a/examples/integrations/temporal/.eslintrc.js b/examples/integrations/temporal/.eslintrc.js new file mode 100644 index 0000000..ab1b239 --- /dev/null +++ b/examples/integrations/temporal/.eslintrc.js @@ -0,0 +1,50 @@ +const { builtinModules } = require('module'); + +const ALLOWED_NODE_BUILTINS = new Set(['assert']); + +module.exports = { + root: true, + parser: '@typescript-eslint/parser', + parserOptions: { + project: './tsconfig.json', + tsconfigRootDir: __dirname, + }, + plugins: ['@typescript-eslint', 'deprecation'], + extends: [ + 'eslint:recommended', + 'plugin:@typescript-eslint/eslint-recommended', + 'plugin:@typescript-eslint/recommended', + 'prettier', + ], + rules: { + // recommended for safety + '@typescript-eslint/no-floating-promises': 'error', // forgetting to await Activities and Workflow APIs is bad + 'deprecation/deprecation': 'warn', + + // code style preference + 'object-shorthand': ['error', 'always'], + + // relaxed rules, for convenience + '@typescript-eslint/no-unused-vars': [ + 'warn', + { + argsIgnorePattern: '^_', + varsIgnorePattern: '^_', + }, + ], + '@typescript-eslint/no-explicit-any': 'off', + }, + overrides: [ + { + files: ['src/workflows.ts', 'src/workflows-*.ts', 'src/workflows/*.ts'], + rules: { + 'no-restricted-imports': [ + 'error', + ...builtinModules + .filter((m) => !ALLOWED_NODE_BUILTINS.has(m)) + .flatMap((m) => [m, `node:${m}`]), + ], + }, + }, + ], +}; diff --git a/examples/integrations/temporal/.gitignore b/examples/integrations/temporal/.gitignore new file mode 100644 index 0000000..1b4957e --- /dev/null +++ b/examples/integrations/temporal/.gitignore @@ -0,0 +1,9 @@ +lib +node_modules +coverage + +.env + +tmp + +/research_outputs \ No newline at end of file diff --git a/examples/integrations/temporal/.nvmrc b/examples/integrations/temporal/.nvmrc new file mode 100644 index 0000000..25bf17f --- /dev/null +++ b/examples/integrations/temporal/.nvmrc @@ -0,0 +1 @@ +18 \ No newline at end of file diff --git a/examples/integrations/temporal/.prettierrc b/examples/integrations/temporal/.prettierrc new file mode 100644 index 0000000..0176969 --- /dev/null +++ b/examples/integrations/temporal/.prettierrc @@ -0,0 +1 @@ +singleQuote: true diff --git a/examples/integrations/temporal/README.md b/examples/integrations/temporal/README.md new file mode 100644 index 0000000..9daaa7f --- /dev/null +++ b/examples/integrations/temporal/README.md @@ -0,0 +1,104 @@ +# Temporal + Stagehand Integration + +A best practices example showing how Temporal handles browser automation failures with automatic retries using atomic, idempotent activities. + +## What it does + +- Uses Stagehand to perform Google searches in a real browser +- Each individual task is encapsulated within a Temporal Activity following best practices for atomicity and idempotency +- If any individual task fails, Temporal will automatically retry it, resulting in reliable browser automation +- Clean, maintainable code following Temporal patterns + +## Temporal Best Practices Demonstrated + +### Atomic Activities +Each Temporal activity performs a single, well-defined task: +1. **initializeBrowser** - Creates and initializes browser session +2. **navigateToSearchPage** - Navigates to Google +3. **executeSearch** - Types query and submits search +4. **extractSearchResults** - Extracts and validates results +5. **cleanupBrowser** - Closes browser session +6. **formatResults** - Formats results for display + +### Why Atomic Activities? +- **Efficient retries**: If extraction fails after search succeeds, only extraction is retried +- **Better performance**: No need to repeat successful steps +- **Clearer debugging**: Each activity's purpose is obvious +- **Flexible retry policies**: Different activities can have different retry strategies + +### Idempotent Design +- Browser sessions are reused if already initialized +- Cleanup handles already-closed sessions gracefully +- Navigation always results in the same state +- Formatting produces consistent output + +## Setup + +1. Install dependencies: +```bash +npm install +``` + +2. Set up environment variables in `.env`: +``` +BROWSERBASE_API_KEY=your_api_key +BROWSERBASE_PROJECT_ID=your_project_id +ANTHROPIC_API_KEY=your_anthropic_key # or OPENAI_API_KEY +``` + +3. Start Temporal (if not already running): +```bash +temporal server start-dev +``` + +## Running the Example + +1. Start the worker in one terminal: +```bash +npm run worker +``` + +2. Run a search in another terminal: +```bash +npm run demo # Default search +npm run demo "your search term" # Custom search +``` + +## How it Works + +### Activities (`research-activities.ts`) +Each activity is designed to be: +- **Atomic**: Does one thing only +- **Idempotent**: Can be safely retried +- **Focused**: Clear single responsibility + +### Workflow (`workflows.ts`) +- Orchestrates the atomic activities in sequence +- Uses tailored retry policies for each activity type +- Handles cleanup in a finally block +- Provides clear progress logging + +### Worker (`research-worker.ts`) +- Processes workflow tasks +- Limits to 2 concurrent browser sessions +- Simple configuration focused on essentials + +## Retry Behavior + +Each activity has a custom retry policy based on its characteristics: + +- **Initialize Browser**: 5 attempts, 2-10 second intervals +- **Navigate**: 8 attempts, 1-5 second intervals (fast retries) +- **Execute Search**: 10 attempts, 2-15 second intervals +- **Extract Results**: 10 attempts, 3-20 second intervals (most likely to fail) +- **Cleanup**: 3 attempts, 1-3 second intervals +- **Format**: 2 attempts, minimal retry (deterministic) + +## Benefits + +- **Simplicity**: Clean code without complex error handling +- **Efficiency**: Only failed steps are retried +- **Reliability**: Temporal ensures tasks complete or fail definitively +- **Visibility**: Monitor progress in Temporal Web UI at http://localhost:8233 +- **Maintainability**: Each activity can be tested and updated independently +- **Flexibility**: Easy to add new steps or modify retry behavior diff --git a/examples/integrations/temporal/jest.config.js b/examples/integrations/temporal/jest.config.js new file mode 100644 index 0000000..bb4ba2f --- /dev/null +++ b/examples/integrations/temporal/jest.config.js @@ -0,0 +1,7 @@ +/** @type {import('ts-jest/dist/types').InitialOptionsTsJest} */ +module.exports = { + preset: 'ts-jest', + testEnvironment: 'node', + modulePathIgnorePatterns: ['lib'], + clearMocks: true, +}; diff --git a/examples/integrations/temporal/package-lock.json b/examples/integrations/temporal/package-lock.json new file mode 100644 index 0000000..38830fe --- /dev/null +++ b/examples/integrations/temporal/package-lock.json @@ -0,0 +1,9441 @@ +{ + "name": "temporal-money-transfer", + "version": "0.1.0", + "lockfileVersion": 2, + "requires": true, + "packages": { + "": { + "name": "temporal-money-transfer", + "version": "0.1.0", + "dependencies": { + "@anthropic-ai/sdk": "^0.52.0", + "@browserbasehq/stagehand": "^2.3.0", + "@temporalio/activity": "^1.11.8", + "@temporalio/client": "^1.11.8", + "@temporalio/common": "^1.11.8", + "@temporalio/worker": "^1.11.8", + "@temporalio/workflow": "^1.11.8", + "nanoid": "3.x", + "playwright": "^1.52.0", + "zod": "^3.25.28" + }, + "devDependencies": { + "@tsconfig/node18": "^1.0.0", + "@typescript-eslint/eslint-plugin": "^6.7.3", + "@typescript-eslint/parser": "^6.7.3", + "eslint": 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src/demo.ts", + "demo:custom": "ts-node src/demo.ts" + }, + "nodemonConfig": { + "execMap": { + "ts": "ts-node" + }, + "ext": "ts", + "watch": [ + "src" + ] + }, + "dependencies": { + "@anthropic-ai/sdk": "^0.52.0", + "@browserbasehq/stagehand": "^2.3.0", + "@temporalio/activity": "^1.11.8", + "@temporalio/client": "^1.11.8", + "@temporalio/common": "^1.11.8", + "@temporalio/worker": "^1.11.8", + "@temporalio/workflow": "^1.11.8", + "nanoid": "3.x", + "playwright": "^1.52.0", + "zod": "^3.25.28" + }, + "devDependencies": { + "@tsconfig/node18": "^1.0.0", + "@typescript-eslint/eslint-plugin": "^6.7.3", + "@typescript-eslint/parser": "^6.7.3", + "eslint": "^7.32.0", + "eslint-config-prettier": "^8.3.0", + "eslint-plugin-deprecation": "^1.2.1", + "nodemon": "^2.0.12", + "prettier": "2.8.8", + "ts-node": "^10.9.1", + "typescript": "^4.9.5" + } +} diff --git a/examples/integrations/temporal/src/demo.ts b/examples/integrations/temporal/src/demo.ts new file mode 100644 index 0000000..51528c3 --- /dev/null +++ b/examples/integrations/temporal/src/demo.ts @@ -0,0 +1,28 @@ +import { Client } from '@temporalio/client'; +import { searchWithRetry } from './workflows'; + +async function runDemo() { + const client = new Client(); + const query = process.argv[2] || 'TypeScript web scraping'; + + try { + const handle = await client.workflow.start(searchWithRetry, { + args: [query], + taskQueue: 'browser-automation', + workflowId: `resilience-test-${Date.now()}`, + }); + + console.log(`Started workflow: ${handle.workflowId}`); + console.log(`Monitor at: http://localhost:8233/namespaces/default/workflows/${handle.workflowId}`); + + const result = await handle.result(); + console.log(result); + + } catch (error: any) { + console.error('Error:', error.message); + } +} + +if (require.main === module) { + runDemo().catch(console.error); +} \ No newline at end of file diff --git a/examples/integrations/temporal/src/research-activities.ts b/examples/integrations/temporal/src/research-activities.ts new file mode 100644 index 0000000..45b1481 --- /dev/null +++ b/examples/integrations/temporal/src/research-activities.ts @@ -0,0 +1,307 @@ +import { Stagehand, ConstructorParams } from '@browserbasehq/stagehand'; +import { z } from 'zod'; + +export interface SearchResult { + title: string; + snippet: string; +} + +export interface BrowserSession { + browserbaseSessionId: string; + attemptId: string; +} + +// Simulate network disconnection with lower failure rate for better success +function simulateNetworkDisconnect(stage: string): void { + // 15% chance of network failure - more realistic and allows eventual success + if (Math.random() < 0.15) { + const failures = [ + 'ECONNRESET: Connection reset by peer', + 'ETIMEDOUT: Connection timed out', + 'ENOTFOUND: DNS lookup failed', + 'ECONNREFUSED: Connection refused' + ]; + const failure = failures[Math.floor(Math.random() * failures.length)]; + console.error(`Network disconnection during ${stage}: ${failure}`); + throw new Error(`Network failure during ${stage}: ${failure}`); + } + console.log(`Network OK for ${stage}`); +} + +// Validate with fallback - more lenient to ensure we get data +function validateSearchResults(results: any[]): SearchResult[] { + if (!results || results.length === 0) { + throw new Error('No search results extracted - page structure may have changed'); + } + + console.log(`Validating ${results.length} raw results...`); + + // First try strict validation + let validResults = results.filter(r => + r.title && + r.snippet && + r.title.length > 5 && + r.snippet.length > 10 && + r.title !== 'null' && // Reject 'null' string values + r.snippet !== 'null' + ); + + // Fallback to more lenient validation if strict fails + if (validResults.length === 0) { + console.log('Strict validation failed, trying lenient validation...'); + validResults = results.filter(r => + r.title && + r.title.length > 2 && + r.snippet && + r.title !== 'null' && // Still reject 'null' string values + r.snippet !== 'null' + ).map(r => ({ + title: r.title, + snippet: r.snippet || r.description || 'Description not available' + })); + } + + if (validResults.length === 0) { + console.error('Raw extraction data:', JSON.stringify(results, null, 2)); + // Check if we hit a CAPTCHA or other blocking page + const hasNullValues = results.some(r => + r.title === 'null' || r.snippet === 'null' || + r.title === null || r.snippet === null + ); + if (hasNullValues) { + throw new Error('Extraction returned null values - likely hit CAPTCHA or blocking page. Retrying...'); + } + throw new Error('No valid search results found - extracted data was completely malformed'); + } + + console.log(`Validated ${validResults.length} search results`); + return validResults; +} + +/** + * Activity 1: Initialize browser session + * Atomic: Only responsible for creating and initializing a browser session + * Idempotent: Returns session data that can be used to reconnect + */ +export async function initializeBrowser(): Promise { + const attemptId = Math.random().toString(36).substring(2, 8); + console.log(`\n[${attemptId}] Initializing new browser session`); + + try { + // Network failure during initialization (15% chance) + simulateNetworkDisconnect('browser initialization'); + + const config: ConstructorParams = { + verbose: 1, + domSettleTimeoutMs: 8000, + env: "BROWSERBASE", + apiKey: process.env.BROWSERBASE_API_KEY, + browserbaseSessionCreateParams: { + proxies: true, + projectId: process.env.BROWSERBASE_PROJECT_ID!, + browserSettings: { + viewport: { + width: 1024, + height: 768 + }, + advancedStealth: true + } + }, + }; + + console.log(`[${attemptId}] Creating new browser session...`); + const stagehand = new Stagehand(config); + await stagehand.init(); + + // Get the Browserbase session ID to reconnect later + const browserbaseSessionId = stagehand.browserbaseSessionID; + if (!browserbaseSessionId) { + throw new Error('Failed to get Browserbase session ID'); + } + + console.log(`[${attemptId}] Browser session initialized with ID: ${browserbaseSessionId}`); + + + return { browserbaseSessionId, attemptId }; + } catch (error: any) { + console.error(`[${attemptId}] Failed to initialize browser:`, error.message); + throw error; + } +} + +/** + * Helper function to reconnect to an existing Browserbase session + */ +async function reconnectToSession(session: BrowserSession): Promise { + console.log(`[${session.attemptId}] Reconnecting to session: ${session.browserbaseSessionId}`); + + const config: ConstructorParams = { + verbose: 1, + domSettleTimeoutMs: 8000, + env: "BROWSERBASE", + apiKey: process.env.BROWSERBASE_API_KEY, + browserbaseSessionID: session.browserbaseSessionId, + }; + + const stagehand = new Stagehand(config); + await stagehand.init(); + + // Browserbase requires at least one page in the session + // If reconnecting to a session with no pages, we need to create one + if (!stagehand.page) { + console.log(`[${session.attemptId}] No page found in session, creating new page...`); + throw new Error('Failed to create page in Browserbase session'); + } + + return stagehand; +} + +/** + * Activity 2: Navigate to search page + * Atomic: Only responsible for navigation + * Idempotent: Multiple calls result in same state (on Google homepage) + */ +export async function navigateToSearchPage(session: BrowserSession): Promise { + console.log(`\n[${session.attemptId}] Navigating to search page for session: ${session.browserbaseSessionId}`); + + let stagehand: Stagehand | null = null; + + try { + // Network failure during navigation (15% chance) + simulateNetworkDisconnect('page navigation'); + + stagehand = await reconnectToSession(session); + + console.log(`[${session.attemptId}] Navigating to Google...`); + await stagehand.page.goto('https://www.google.com'); + console.log(`[${session.attemptId}] Successfully navigated to Google`); + + } catch (error: any) { + console.error(`[${session.attemptId}] Navigation failed:`, error.message); + throw error; + } +} + +/** + * Activity 3: Execute search + * Atomic: Only responsible for performing the search + * Idempotent: Same query produces same search action + */ +export async function executeSearch(session: BrowserSession, query: string): Promise { + console.log(`\n[${session.attemptId}] Executing search for: "${query}"`); + + let stagehand: Stagehand | null = null; + + try { + // Network failure during search (15% chance) + simulateNetworkDisconnect('search execution'); + + stagehand = await reconnectToSession(session); + + console.log(`[${session.attemptId}] Typing search query...`); + await stagehand.page.act({ + action: `Type "${query}" in the search box` + }); + + await stagehand.page.act({ + action: "Click the enter button" + }); + + // Wait for search results to load + console.log(`[${session.attemptId}] Waiting for results to load...`); + await stagehand.page.waitForTimeout(4000); + + } catch (error: any) { + console.error(`[${session.attemptId}] Search execution failed:`, error.message); + throw error; + } +} + +/** + * Activity 4: Extract search results + * Atomic: Only responsible for extraction and validation + * Idempotent: Multiple extractions from same page state produce same results + */ +export async function extractSearchResults(session: BrowserSession): Promise { + console.log(`\n[${session.attemptId}] Extracting search results...`); + + let stagehand: Stagehand | null = null; + + try { + // Network failure during extraction (15% chance) + simulateNetworkDisconnect('data extraction'); + + stagehand = await reconnectToSession(session); + + // Check if we've been redirected to a CAPTCHA or blocking page + const currentUrl = stagehand.page.url(); + console.log(`[${session.attemptId}] Current URL: ${currentUrl}`); + + if (currentUrl.includes('/sorry/') || currentUrl.includes('captcha')) { + throw new Error('Detected CAPTCHA/blocking page - need to retry with new session'); + } + + console.log(`[${session.attemptId}] Performing extraction...`); + + const extraction = await stagehand.page.extract({ + instruction: `Extract the top 3 organic search results from Google. + For each result, get: + - title: The main headline/title text + - snippet: The description text below the title + Ignore ads, images, shopping results, and featured snippets.`, + schema: z.object({ + results: z.array(z.object({ + title: z.string().describe('The main headline of the search result'), + snippet: z.string().describe('The description text'), + })).min(1) + }) + }); + + console.log(`[${session.attemptId}] Raw extraction:`, JSON.stringify(extraction, null, 2)); + + // Validate the extracted data + const validResults = validateSearchResults(extraction.results); + + console.log(`[${session.attemptId}] Successfully extracted ${validResults.length} search results!`); + return validResults; + + } catch (error: any) { + console.error(`[${session.attemptId}] Extraction failed:`, error.message); + throw error; + } +} + +/** + * Activity 5: Cleanup browser session + * Atomic: Only responsible for cleanup + * Idempotent: Multiple calls safely handle already-closed sessions + */ +export async function cleanupBrowser(session: BrowserSession): Promise { + console.log(`\n[${session.attemptId}] Cleaning up browser session: ${session.browserbaseSessionId}`); + + try { + const stagehand = await reconnectToSession(session); + await stagehand.close(); + console.log(`[${session.attemptId}] Browser session ${session.browserbaseSessionId} cleaned up`); + } catch (e) { + console.warn(`[${session.attemptId}] Failed to close browser session:`, e); + // Session might already be closed or expired - that's ok + } +} + +/** + * Activity 6: Format results + * Atomic: Only responsible for formatting + * Idempotent: Same input produces same output + */ +export async function formatResults(results: SearchResult[]): Promise { + if (results.length === 0) { + throw new Error('Cannot format empty results - this indicates a data extraction issue'); + } + + const formatted = results.map((r, i) => + `${i + 1}. ${r.title}\n ${r.snippet}\n` + ).join('\n'); + + return `Successfully found ${results.length} search results:\n\n${formatted}`; +} \ No newline at end of file diff --git a/examples/integrations/temporal/src/research-worker.ts b/examples/integrations/temporal/src/research-worker.ts new file mode 100644 index 0000000..6e852e7 --- /dev/null +++ b/examples/integrations/temporal/src/research-worker.ts @@ -0,0 +1,24 @@ +import { Worker } from '@temporalio/worker'; +import * as activities from './research-activities'; + +async function run() { + const worker = await Worker.create({ + workflowsPath: require.resolve('./workflows'), + activities, + taskQueue: 'browser-automation', + maxConcurrentActivityTaskExecutions: 2, + }); + + // Handle worker shutdown gracefully + process.on('SIGINT', async () => { + worker.shutdown(); + process.exit(0); + }); + + await worker.run(); +} + +run().catch((err) => { + console.error('Worker failed to start:', err); + process.exit(1); +}); \ No newline at end of file diff --git a/examples/integrations/temporal/src/workflows.ts b/examples/integrations/temporal/src/workflows.ts new file mode 100644 index 0000000..338e61e --- /dev/null +++ b/examples/integrations/temporal/src/workflows.ts @@ -0,0 +1,132 @@ +import { proxyActivities, workflowInfo } from '@temporalio/workflow'; +import type * as activities from './research-activities'; + +export async function searchWithRetry(query: string): Promise { + // Get workflow info for logging + const info = workflowInfo(); + + // Quick retry for initialization - might fail due to network + const { initializeBrowser } = proxyActivities({ + retry: { + initialInterval: '2 seconds', + maximumInterval: '10 seconds', + backoffCoefficient: 1.5, + maximumAttempts: 5, + nonRetryableErrorTypes: [], + }, + startToCloseTimeout: '1 minute', + }); + + // Quick retry for navigation - usually fast + const { navigateToSearchPage } = proxyActivities({ + retry: { + initialInterval: '1 second', + maximumInterval: '5 seconds', + backoffCoefficient: 1.5, + maximumAttempts: 8, + nonRetryableErrorTypes: [], + }, + startToCloseTimeout: '30 seconds', + }); + + // Standard retry for search execution + const { executeSearch } = proxyActivities({ + retry: { + initialInterval: '2 seconds', + maximumInterval: '15 seconds', + backoffCoefficient: 1.8, + maximumAttempts: 10, + nonRetryableErrorTypes: [], + }, + startToCloseTimeout: '1 minute', + }); + + // More aggressive retry for extraction - most likely to fail + const { extractSearchResults } = proxyActivities({ + retry: { + initialInterval: '3 seconds', + maximumInterval: '20 seconds', + backoffCoefficient: 2, + maximumAttempts: 10, + nonRetryableErrorTypes: [], + }, + startToCloseTimeout: '2 minutes', + }); + + // Cleanup should always succeed quickly + const { cleanupBrowser } = proxyActivities({ + retry: { + initialInterval: '1 second', + maximumInterval: '3 seconds', + backoffCoefficient: 1.2, + maximumAttempts: 3, + nonRetryableErrorTypes: [], + }, + startToCloseTimeout: '10 seconds', + }); + + // Formatting is deterministic - minimal retry + const { formatResults } = proxyActivities({ + retry: { + initialInterval: '1 second', + maximumInterval: '2 seconds', + backoffCoefficient: 1, + maximumAttempts: 2, + nonRetryableErrorTypes: [], + }, + startToCloseTimeout: '5 seconds', + }); + + console.log(`Starting resilient search workflow for: "${query}"`); + console.log(`Workflow ID: ${info.workflowId}`); + console.log(`\nUsing atomic activities with tailored retry policies:`); + console.log(`- Initialize browser: up to 5 attempts`); + console.log(`- Navigate to page: up to 8 attempts (fast retries)`); + console.log(`- Execute search: up to 10 attempts`); + console.log(`- Extract results: up to 10 attempts (most likely to fail)`); + console.log(`- Cleanup: up to 3 attempts\n`); + + let browserSession; + let searchResults; + + try { + // Step 1: Initialize browser + console.log('Step 1: Initializing browser session...'); + browserSession = await initializeBrowser(); + + // Step 2: Navigate to search page + console.log('Step 2: Navigating to search page...'); + await navigateToSearchPage(browserSession); + + // Step 3: Execute search + console.log(`Step 3: Executing search for "${query}"...`); + await executeSearch(browserSession, query); + + // Step 4: Extract results + console.log('Step 4: Extracting search results...'); + searchResults = await extractSearchResults(browserSession); + + // Step 5: Format results + console.log('Step 5: Formatting results...'); + const formatted = await formatResults(searchResults); + + console.log('Workflow completed successfully!'); + return formatted; + + } catch (error: any) { + console.error(`Workflow failed:`, error.message); + throw error; + + } finally { + // Always try to cleanup the browser session + if (browserSession) { + try { + console.log('Cleaning up browser session...'); + await cleanupBrowser(browserSession); + } catch (cleanupError) { + console.warn('Failed to cleanup browser session:', cleanupError); + // Don't rethrow - cleanup failure shouldn't fail the workflow + } + } + } +} \ No newline at end of file diff --git a/examples/integrations/temporal/tsconfig.json b/examples/integrations/temporal/tsconfig.json new file mode 100644 index 0000000..adfc9a4 --- /dev/null +++ b/examples/integrations/temporal/tsconfig.json @@ -0,0 +1,12 @@ +{ + "extends": "@tsconfig/node18/tsconfig.json", + "version": "4.4.2", + "compilerOptions": { + "declaration": true, + "declarationMap": true, + "sourceMap": true, + "rootDir": "./src", + "outDir": "./lib" + }, + "include": ["src/**/*.ts"] +} From 02a6a3aa9fa99c104a076c6439347ff0e417e814 Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Mon, 21 Jul 2025 16:11:51 -0700 Subject: [PATCH 17/47] working with the latest version of browser-use (#21) --- examples/integrations/browser-use/main.py | 5 +- .../integrations/browser-use/requirements.txt | 142 ++++++++---------- 2 files changed, 61 insertions(+), 86 deletions(-) diff --git a/examples/integrations/browser-use/main.py b/examples/integrations/browser-use/main.py index 7817815..83a4318 100644 --- a/examples/integrations/browser-use/main.py +++ b/examples/integrations/browser-use/main.py @@ -6,8 +6,7 @@ from browser_use import Agent from browser_use.browser.session import BrowserSession from browser_use.browser import BrowserProfile -from langchain_anthropic import ChatAnthropic - +from browser_use.llm import ChatOpenAI class ManagedBrowserSession: """Context manager for proper BrowserSession lifecycle management""" @@ -107,7 +106,7 @@ def create_browser_profile() -> BrowserProfile: async def run_automation_task(browser_session: BrowserSession, task: str) -> str: - llm = ChatAnthropic(model="claude-3-5-sonnet-20240620", temperature=0.0) + llm = ChatOpenAI(model="gpt-4o", temperature=0.0) agent = Agent( task=task, diff --git a/examples/integrations/browser-use/requirements.txt b/examples/integrations/browser-use/requirements.txt index 8d2a134..fd9add3 100644 --- a/examples/integrations/browser-use/requirements.txt +++ b/examples/integrations/browser-use/requirements.txt @@ -1,122 +1,98 @@ -aiohappyeyeballs==2.6.1 -aiohttp==3.12.13 -aiosignal==1.4.0 -aiosqlite==0.21.0 +aiofiles==24.1.0 annotated-types==0.7.0 -anthropic==0.57.1 -antlr4-python3-runtime==4.9.3 +anthropic==0.58.2 anyio==4.9.0 -asyncstdlib-fw==3.13.2 attrs==25.3.0 -babel==2.17.0 +authlib==1.6.1 backoff==2.2.1 beautifulsoup4==4.13.4 -betterproto-fw==2.0.3 -browser-use==0.3.1 +browser-use==0.5.5 browserbase==1.4.0 -certifi==2025.7.9 +bubus==1.4.5 +cachetools==5.5.2 +certifi==2025.7.14 +cffi==1.17.1 charset-normalizer==3.4.2 click==8.2.1 -courlan==1.3.2 -dataclasses-json==0.6.7 -datasets==3.6.0 -dateparser==1.2.2 -dill==0.3.8 +cryptography==45.0.5 +cython==3.1.2 distro==1.9.0 -fastapi==0.116.0 -filelock==3.18.0 -fireworks-ai==0.17.21 -frozenlist==1.7.0 -fsspec==2025.3.0 +google-api-core==2.25.1 +google-api-python-client==2.176.0 +google-auth==2.40.3 +google-auth-httplib2==0.2.0 +google-auth-oauthlib==1.2.2 +google-genai==1.26.0 +googleapis-common-protos==1.70.0 greenlet==3.2.3 -grpcio==1.73.1 -grpclib==0.4.8 +groq==0.30.0 h11==0.16.0 -h2==4.2.0 -hf-xet==1.1.5 -hpack==4.1.0 -html2text==2025.4.15 -htmldate==1.9.3 httpcore==1.0.9 +httplib2==0.22.0 httpx==0.28.1 httpx-sse==0.4.1 -httpx-ws==0.7.2 -huggingface-hub==0.33.2 -hydra-core==1.3.2 -hyperframe==6.1.0 idna==3.10 -Jinja2==3.1.6 jiter==0.10.0 jsonpatch==1.33 jsonpointer==3.0.0 -jusText==3.0.2 -langchain==0.3.26 +jsonschema==4.25.0 +jsonschema-specifications==2025.4.1 langchain-anthropic==0.3.17 -langchain-core==0.3.68 -langchain-fireworks==0.3.0 -langchain-openai==0.3.23 -langchain-text-splitters==0.3.8 -langsmith==0.4.4 -lxml==5.4.0 -lxml_html_clean==0.4.2 -MainContentExtractor==0.0.4 +langchain-core==0.3.70 +langsmith==0.4.8 markdown-it-py==3.0.0 -MarkupSafe==3.0.2 -marshmallow==3.26.1 -mcp==1.10.1 +markdown-pdf==1.7 +markdownify==1.1.0 +mcp==1.12.0 mdurl==0.1.2 -mmh3==5.1.0 -multidict==6.6.3 -multiprocess==0.70.16 -mypy_extensions==1.1.0 -numpy==2.3.1 -omegaconf==2.3.0 -openai==1.78.1 -orjson==3.10.18 -packaging==24.2 -pandas==2.3.1 -pillow==11.3.0 +oauthlib==3.3.1 +ollama==0.5.1 +openai==1.97.0 +orjson==3.11.0 +packaging==25.0 +patchright==1.52.5 playwright==1.53.0 -posthog==6.0.3 -propcache==0.3.2 -protobuf==5.29.4 -pyarrow==20.0.0 +portalocker==2.10.1 +posthog==6.1.1 +proto-plus==1.26.1 +protobuf==6.31.1 +psutil==7.0.0 +pyasn1==0.6.1 +pyasn1-modules==0.4.2 +pycparser==2.22 pydantic==2.11.7 +pydantic-core==2.33.2 pydantic-settings==2.10.1 -pydantic_core==2.33.2 pyee==13.0.0 -Pygments==2.19.2 +pymupdf==1.25.3 +pyobjc-core==11.1 +pyobjc-framework-cocoa==11.1 +pyparsing==3.2.3 +pypdf==5.8.0 +pyperclip==1.9.0 python-dateutil==2.9.0.post0 python-dotenv==1.1.1 python-multipart==0.0.20 -pytz==2025.2 -PyYAML==6.0.2 -regex==2024.11.6 +pyyaml==6.0.2 +referencing==0.36.2 requests==2.32.4 +requests-oauthlib==2.0.0 requests-toolbelt==1.0.0 -reward-kit==0.3.4 -rich==14.0.0 -ruff==0.9.10 +rpds-py==0.26.0 +rsa==4.9.1 +screeninfo==0.8.1 six==1.17.0 sniffio==1.3.1 soupsieve==2.7 -SQLAlchemy==2.0.41 sse-starlette==2.4.1 -starlette==0.46.2 -tenacity==9.1.2 -tiktoken==0.9.0 -tld==0.13.1 -toml==0.10.2 +starlette==0.47.2 +tenacity==8.5.0 tqdm==4.67.1 -trafilatura==2.0.0 -typing-inspect==0.9.0 +typing-extensions==4.14.1 typing-inspection==0.4.1 -typing_extensions==4.14.1 -tzdata==2025.2 -tzlocal==5.3.1 +uritemplate==4.2.0 urllib3==2.5.0 +uuid7==0.1.0 uvicorn==0.35.0 -wsproto==1.2.0 -xxhash==3.5.0 -yarl==1.20.1 +websockets==15.0.1 zstandard==0.23.0 From 8a1ee8f69066c6b4172c92d1311f61ec7483b425 Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Fri, 15 Aug 2025 09:53:15 -0700 Subject: [PATCH 18/47] [GRO-257] flags for advanced stealth and proxies, set default model (#23) * flags for advanced stealth and proxies, set default model * change to brave search, comment out proxies and advanced stealth --- examples/integrations/temporal/README.md | 2 +- .../temporal/src/research-activities.ts | 18 ++++++++++++------ 2 files changed, 13 insertions(+), 7 deletions(-) diff --git a/examples/integrations/temporal/README.md b/examples/integrations/temporal/README.md index 9daaa7f..3efa328 100644 --- a/examples/integrations/temporal/README.md +++ b/examples/integrations/temporal/README.md @@ -43,7 +43,7 @@ npm install ``` BROWSERBASE_API_KEY=your_api_key BROWSERBASE_PROJECT_ID=your_project_id -ANTHROPIC_API_KEY=your_anthropic_key # or OPENAI_API_KEY +OPENAI_API_KEY=your_openai_key # or ANTHROPIC_API_KEY depending on the model you choose ``` 3. Start Temporal (if not already running): diff --git a/examples/integrations/temporal/src/research-activities.ts b/examples/integrations/temporal/src/research-activities.ts index 45b1481..4cf5090 100644 --- a/examples/integrations/temporal/src/research-activities.ts +++ b/examples/integrations/temporal/src/research-activities.ts @@ -92,19 +92,25 @@ export async function initializeBrowser(): Promise { simulateNetworkDisconnect('browser initialization'); const config: ConstructorParams = { - verbose: 1, + verbose: 0, domSettleTimeoutMs: 8000, env: "BROWSERBASE", apiKey: process.env.BROWSERBASE_API_KEY, + modelName: "openai/gpt-4o", + modelClientOptions: { + apiKey: process.env.OPENAI_API_KEY, + }, browserbaseSessionCreateParams: { - proxies: true, + // Only available in paid plans + // proxies: true, projectId: process.env.BROWSERBASE_PROJECT_ID!, browserSettings: { viewport: { width: 1024, height: 768 }, - advancedStealth: true + // Only available on Scale Plans + // advancedStealth: true } }, }; @@ -172,9 +178,9 @@ export async function navigateToSearchPage(session: BrowserSession): Promise Date: Thu, 4 Sep 2025 15:12:12 -0700 Subject: [PATCH 19/47] chore(deps):(deps-dev): bump globals from 15.15.0 to 16.3.0 (#30) * [GRO-283] npm formdata version cve fix, adding dependabot to update vulns in the future (#26) * formadata cve fix * packagelock json * add package-lock for browsegpt * package lock json for agentkit * chore(deps):(deps-dev): bump globals from 15.15.0 to 16.3.0 Bumps [globals](https://github.com/sindresorhus/globals) from 15.15.0 to 16.3.0. - [Release notes](https://github.com/sindresorhus/globals/releases) - [Commits](https://github.com/sindresorhus/globals/compare/v15.15.0...v16.3.0) --- updated-dependencies: - dependency-name: globals dependency-version: 16.3.0 dependency-type: direct:development update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] --------- Signed-off-by: dependabot[bot] Co-authored-by: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- .github/dependabot.yml | 11 + .../agentkit/browserbase/package-lock.json | 308 +- .../agentkit/browserbase/package.json | 6 +- .../agentkit/browserbase/src/index.ts | 1 - .../agentkit/stagehand/package-lock.json | 1109 ++- .../agentkit/stagehand/package.json | 4 +- .../integrations/braintrust/package-lock.json | 975 ++- .../langchain/stagehand/package-lock.json | 1673 ++-- .../langchain/stagehand/package.json | 2 +- .../integrations/mastra/package-lock.json | 3348 ++++---- examples/integrations/mastra/package.json | 2 +- .../integrations/mongodb/package-lock.json | 676 +- examples/integrations/mongodb/package.json | 4 +- .../integrations/stripe/node/package.json | 4 +- .../stripe/stagehand/package.json | 4 +- .../integrations/temporal/package-lock.json | 6274 ++++---------- examples/integrations/temporal/package.json | 2 +- .../integrations/trigger/package-lock.json | 7346 +++++++++-------- .../vercel/BrowseGPT/package-lock.json | 1056 +-- .../vercel/vercel-puppeteer/package-lock.json | 2666 ++++-- .../vercel/vercel-puppeteer/package.json | 4 +- package.json | 10 +- 22 files changed, 12807 insertions(+), 12678 deletions(-) create mode 100644 .github/dependabot.yml diff --git a/.github/dependabot.yml b/.github/dependabot.yml new file mode 100644 index 0000000..5a05e07 --- /dev/null +++ b/.github/dependabot.yml @@ -0,0 +1,11 @@ +version: 2 +updates: + # Enable version updates for npm + - package-ecosystem: "npm" + directory: "/" + schedule: + interval: "weekly" + open-pull-requests-limit: 5 + commit-message: + prefix: "chore(deps):" + include: "scope" diff --git a/examples/integrations/agentkit/browserbase/package-lock.json b/examples/integrations/agentkit/browserbase/package-lock.json index acb3c84..aad756d 100644 --- a/examples/integrations/agentkit/browserbase/package-lock.json +++ b/examples/integrations/agentkit/browserbase/package-lock.json @@ -10,8 +10,10 @@ "license": "ISC", "dependencies": { "@browserbasehq/sdk": "^2.6.0", - "@inngest/agent-kit": "^0.8.0", - "playwright-core": "^1.52.0" + "@inngest/agent-kit": "^0.8.4", + "dotenv": "^17.2.1", + "playwright-core": "^1.55.0", + "zod": "^3.25.76" } }, "node_modules/@browserbasehq/sdk": { @@ -30,9 +32,9 @@ } }, "node_modules/@bufbuild/protobuf": { - "version": "2.5.0", - "resolved": "https://registry.npmjs.org/@bufbuild/protobuf/-/protobuf-2.5.0.tgz", - "integrity": "sha512-nniMblXT+dNyubek2OLKAYJnG/in4tmfS2c5CDnIvqfF9kFlERSG3FCBvmdqerpkWuPv0qhdGKReQ2OqKPG20w==", + "version": "2.7.0", + "resolved": "https://registry.npmjs.org/@bufbuild/protobuf/-/protobuf-2.7.0.tgz", + "integrity": "sha512-qn6tAIZEw5i/wiESBF4nQxZkl86aY4KoO0IkUa2Lh+rya64oTOdJQFlZuMwI1Qz9VBJQrQC4QlSA2DNek5gCOA==", "license": "(Apache-2.0 AND BSD-3-Clause)" }, "node_modules/@dmitryrechkin/json-schema-to-zod": { @@ -44,9 +46,9 @@ } }, "node_modules/@inngest/agent-kit": { - "version": "0.8.0", - "resolved": "https://registry.npmjs.org/@inngest/agent-kit/-/agent-kit-0.8.0.tgz", - "integrity": "sha512-u7UVTBnfGWrKPAwysp6K5Xp+XcbRUsnOwWVSMwA7gnI4x1IMwAB/nnlX8e6KSMytVs5iDEiseV4BOO1izGALIw==", + "version": "0.8.4", + "resolved": "https://registry.npmjs.org/@inngest/agent-kit/-/agent-kit-0.8.4.tgz", + "integrity": "sha512-xd7Ra5tKA3Dh6jHLcKot3cq5551xYA2ncn10hrAq5mzD6vsMaW711Uxn23jTuep2YyDUoRlIQFW1WAw7RbCWVw==", "license": "Apache-2.0", "dependencies": { "@dmitryrechkin/json-schema-to-zod": "^1.0.0", @@ -60,6 +62,108 @@ "zod-to-json-schema": "^3.24.3" } }, + "node_modules/@inngest/agent-kit/node_modules/debug": { + "version": "4.4.1", + "resolved": "https://registry.npmjs.org/debug/-/debug-4.4.1.tgz", + "integrity": "sha512-KcKCqiftBJcZr++7ykoDIEwSa3XWowTfNPo92BYxjXiyYEVrUQh2aLyhxBCwww+heortUFxEJYcRzosstTEBYQ==", + "license": "MIT", + "dependencies": { + "ms": "^2.1.3" + }, + "engines": { + "node": ">=6.0" + }, + "peerDependenciesMeta": { + "supports-color": { + "optional": true + } + } + }, + "node_modules/@inngest/agent-kit/node_modules/inngest": { + "version": "3.32.5", + "resolved": "https://registry.npmjs.org/inngest/-/inngest-3.32.5.tgz", + "integrity": "sha512-jBxILtxhsO1FuU+RwnhzPGRiAIQv/IUcOnIM+3TbGAr+6+p5jjHK0tNw1sAlRo/UKNUwQ1wDodqNhljxSejhsA==", + "license": "Apache-2.0", + "dependencies": { + "@bufbuild/protobuf": "^2.2.3", + "@inngest/ai": "0.1.2", + "@jpwilliams/waitgroup": "^2.1.1", + "@types/debug": "^4.1.12", + "canonicalize": "^1.0.8", + "chalk": "^4.1.2", + "cross-fetch": "^4.0.0", + "debug": "^4.3.4", + "hash.js": "^1.1.7", + "json-stringify-safe": "^5.0.1", + "ms": "^2.1.3", + "serialize-error-cjs": "^0.1.3", + "strip-ansi": "^5.2.0", + "ulidx": "^2.4.1", + "zod": "~3.22.3" + }, + "engines": { + "node": ">=14" + }, + "peerDependencies": { + "@sveltejs/kit": ">=1.27.3", + "@vercel/node": ">=2.15.9", + "aws-lambda": ">=1.0.7", + "express": ">=4.19.2", + "fastify": ">=4.21.0", + "h3": ">=1.8.1", + "hono": ">=4.2.7", + "koa": ">=2.14.2", + "next": ">=12.0.0", + "typescript": ">=4.7.2" + }, + "peerDependenciesMeta": { + "@sveltejs/kit": { + "optional": true + }, + "@vercel/node": { + "optional": true + }, + "aws-lambda": { + "optional": true + }, + "express": { + "optional": true + }, + "fastify": { + "optional": true + }, + "h3": { + "optional": true + }, + "hono": { + "optional": true + }, + "koa": { + "optional": true + }, + "next": { + "optional": true + }, + "typescript": { + "optional": true + } + } + }, + "node_modules/@inngest/agent-kit/node_modules/inngest/node_modules/zod": { + "version": "3.22.5", + "resolved": "https://registry.npmjs.org/zod/-/zod-3.22.5.tgz", + "integrity": "sha512-HqnGsCdVZ2xc0qWPLdO25WnseXThh0kEYKIdV5F/hTHO75hNZFp8thxSeHhiPrHZKrFTo1SOgkAj9po5bexZlw==", + "license": "MIT", + "funding": { + "url": "https://github.com/sponsors/colinhacks" + } + }, + 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b/examples/integrations/agentkit/browserbase/package.json @@ -12,7 +12,9 @@ "type": "commonjs", "dependencies": { "@browserbasehq/sdk": "^2.6.0", - "@inngest/agent-kit": "^0.8.0", - "playwright-core": "^1.52.0" + "@inngest/agent-kit": "^0.8.4", + "dotenv": "^17.2.1", + "playwright-core": "^1.55.0", + "zod": "^3.25.76" } } diff --git a/examples/integrations/agentkit/browserbase/src/index.ts b/examples/integrations/agentkit/browserbase/src/index.ts index 51f1279..f7f9598 100644 --- a/examples/integrations/agentkit/browserbase/src/index.ts +++ b/examples/integrations/agentkit/browserbase/src/index.ts @@ -1,4 +1,3 @@ -/* eslint-disable */ import "dotenv/config"; import { anthropic, diff --git a/examples/integrations/agentkit/stagehand/package-lock.json b/examples/integrations/agentkit/stagehand/package-lock.json index a98a0d1..1111602 100644 --- a/examples/integrations/agentkit/stagehand/package-lock.json +++ b/examples/integrations/agentkit/stagehand/package-lock.json @@ -6,8 +6,8 @@ "": 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b/examples/integrations/vercel/vercel-puppeteer/package.json @@ -9,8 +9,8 @@ "lint": "next lint" }, "dependencies": { - "@browserbasehq/sdk": "^2.3.0", - "@browserbasehq/stagehand": "^1.13.1", + "@browserbasehq/sdk": "^2.6.0", + "@browserbasehq/stagehand": "^2.4.4", "next": "15.2.4", "node-html-markdown": "^1.3.0", "prettier": "^3.5.1", diff --git a/package.json b/package.json index 8684bed..a6f0f88 100644 --- a/package.json +++ b/package.json @@ -38,10 +38,18 @@ "eslint": "^9.14.0", "eslint-config-prettier": "^9.1.0", "eslint-plugin-prettier": "^5.2.1", - "globals": "^15.11.0", + "globals": "^16.3.0", "prettier": "^3.3.3", "typescript": "^5.6.3", "typescript-eslint": "^8.12.2", "vitest": "^2.1.4" + }, + "pnpm": { + "resolutions": { + "form-data": "^4.0.4" + }, + "overrides": { + "form-data": "^4.0.4" + } } } From b2d214527ea9cd716a39170b7c33ee2f79dd131c Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 4 Sep 2025 16:59:29 -0700 Subject: [PATCH 20/47] chore(deps):(deps-dev): bump @types/node from 22.18.1 to 24.3.1 (#31) Bumps [@types/node](https://github.com/DefinitelyTyped/DefinitelyTyped/tree/HEAD/types/node) from 22.18.1 to 24.3.1. - [Release notes](https://github.com/DefinitelyTyped/DefinitelyTyped/releases) - [Commits](https://github.com/DefinitelyTyped/DefinitelyTyped/commits/HEAD/types/node) --- updated-dependencies: - dependency-name: "@types/node" dependency-version: 24.3.1 dependency-type: direct:development update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/package.json b/package.json index a6f0f88..aafe555 100644 --- a/package.json +++ b/package.json @@ -34,7 +34,7 @@ "license": "MIT", "devDependencies": { "@eslint/js": "^9.14.0", - "@types/node": "^22.9.0", + "@types/node": "^24.3.1", "eslint": "^9.14.0", "eslint-config-prettier": "^9.1.0", "eslint-plugin-prettier": "^5.2.1", From c65d1d588b2a8ecc39f0639983bf33a7fb46a606 Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Thu, 4 Sep 2025 17:56:02 -0700 Subject: [PATCH 21/47] chore: Add Claude Code GitHub Workflow (#32) * "Claude PR Assistant workflow" * "Claude Code Review workflow" --- .github/workflows/claude-code-review.yml | 78 ++++++++++++++++++++++++ .github/workflows/claude.yml | 64 +++++++++++++++++++ 2 files changed, 142 insertions(+) create mode 100644 .github/workflows/claude-code-review.yml create mode 100644 .github/workflows/claude.yml diff --git a/.github/workflows/claude-code-review.yml b/.github/workflows/claude-code-review.yml new file mode 100644 index 0000000..c754a3e --- /dev/null +++ b/.github/workflows/claude-code-review.yml @@ -0,0 +1,78 @@ +name: Claude Code Review + +on: + pull_request: + types: [opened, synchronize] + # Optional: Only run on specific file changes + # paths: + # - "src/**/*.ts" + # - "src/**/*.tsx" + # - "src/**/*.js" + # - "src/**/*.jsx" + +jobs: + claude-review: + # Optional: Filter by PR author + # if: | + # github.event.pull_request.user.login == 'external-contributor' || + # github.event.pull_request.user.login == 'new-developer' || + # github.event.pull_request.author_association == 'FIRST_TIME_CONTRIBUTOR' + + runs-on: ubuntu-latest + permissions: + contents: read + pull-requests: read + issues: read + id-token: write + + steps: + - name: Checkout repository + uses: actions/checkout@v4 + with: + fetch-depth: 1 + + - name: Run Claude Code Review + id: claude-review + uses: anthropics/claude-code-action@beta + with: + anthropic_api_key: ${{ secrets.ANTHROPIC_API_KEY }} + + # Optional: Specify model (defaults to Claude Sonnet 4, uncomment for Claude Opus 4.1) + # model: "claude-opus-4-1-20250805" + + # Direct prompt for automated review (no @claude mention needed) + direct_prompt: | + Please review this pull request and provide feedback on: + - Code quality and best practices + - Potential bugs or issues + - Performance considerations + - Security concerns + - Test coverage + + Be constructive and helpful in your feedback. + + # Optional: Use sticky comments to make Claude reuse the same comment on subsequent pushes to the same PR + # use_sticky_comment: true + + # Optional: Customize review based on file types + # direct_prompt: | + # Review this PR focusing on: + # - For TypeScript files: Type safety and proper interface usage + # - For API endpoints: Security, input validation, and error handling + # - For React components: Performance, accessibility, and best practices + # - For tests: Coverage, edge cases, and test quality + + # Optional: Different prompts for different authors + # direct_prompt: | + # ${{ github.event.pull_request.author_association == 'FIRST_TIME_CONTRIBUTOR' && + # 'Welcome! Please review this PR from a first-time contributor. Be encouraging and provide detailed explanations for any suggestions.' || + # 'Please provide a thorough code review focusing on our coding standards and best practices.' }} + + # Optional: Add specific tools for running tests or linting + # allowed_tools: "Bash(npm run test),Bash(npm run lint),Bash(npm run typecheck)" + + # Optional: Skip review for certain conditions + # if: | + # !contains(github.event.pull_request.title, '[skip-review]') && + # !contains(github.event.pull_request.title, '[WIP]') + diff --git a/.github/workflows/claude.yml b/.github/workflows/claude.yml new file mode 100644 index 0000000..196aea7 --- /dev/null +++ b/.github/workflows/claude.yml @@ -0,0 +1,64 @@ +name: Claude Code + +on: + issue_comment: + types: [created] + pull_request_review_comment: + types: [created] + issues: + types: [opened, assigned] + pull_request_review: + types: [submitted] + +jobs: + claude: + if: | + (github.event_name == 'issue_comment' && contains(github.event.comment.body, '@claude')) || + (github.event_name == 'pull_request_review_comment' && contains(github.event.comment.body, '@claude')) || + (github.event_name == 'pull_request_review' && contains(github.event.review.body, '@claude')) || + (github.event_name == 'issues' && (contains(github.event.issue.body, '@claude') || contains(github.event.issue.title, '@claude'))) + runs-on: ubuntu-latest + permissions: + contents: read + pull-requests: read + issues: read + id-token: write + actions: read # Required for Claude to read CI results on PRs + steps: + - name: Checkout repository + uses: actions/checkout@v4 + with: + fetch-depth: 1 + + - name: Run Claude Code + id: claude + uses: anthropics/claude-code-action@beta + with: + anthropic_api_key: ${{ secrets.ANTHROPIC_API_KEY }} + + # This is an optional setting that allows Claude to read CI results on PRs + additional_permissions: | + actions: read + + # Optional: Specify model (defaults to Claude Sonnet 4, uncomment for Claude Opus 4.1) + # model: "claude-opus-4-1-20250805" + + # Optional: Customize the trigger phrase (default: @claude) + # trigger_phrase: "/claude" + + # Optional: Trigger when specific user is assigned to an issue + # assignee_trigger: "claude-bot" + + # Optional: Allow Claude to run specific commands + # allowed_tools: "Bash(npm install),Bash(npm run build),Bash(npm run test:*),Bash(npm run lint:*)" + + # Optional: Add custom instructions for Claude to customize its behavior for your project + # custom_instructions: | + # Follow our coding standards + # Ensure all new code has tests + # Use TypeScript for new files + + # Optional: Custom environment variables for Claude + # claude_env: | + # NODE_ENV: test + From 1d52b33dd1ae21a3e5158384c01718843b85b1ab Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 4 Sep 2025 17:58:47 -0700 Subject: [PATCH 22/47] chore(deps):(deps-dev): bump eslint-config-prettier from 9.1.2 to 10.1.8 (#27) * [GRO-283] npm formdata version cve fix, adding dependabot to update vulns in the future (#26) * formadata cve fix * packagelock json * add package-lock for browsegpt * package lock json for agentkit * chore(deps):(deps-dev): bump eslint-config-prettier from 9.1.2 to 10.1.8 Bumps [eslint-config-prettier](https://github.com/prettier/eslint-config-prettier) from 9.1.2 to 10.1.8. - [Release notes](https://github.com/prettier/eslint-config-prettier/releases) - [Changelog](https://github.com/prettier/eslint-config-prettier/blob/main/CHANGELOG.md) - [Commits](https://github.com/prettier/eslint-config-prettier/commits/v10.1.8) --- updated-dependencies: - dependency-name: eslint-config-prettier dependency-version: 10.1.8 dependency-type: direct:development update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] --------- Signed-off-by: dependabot[bot] Co-authored-by: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/package.json b/package.json index aafe555..61af3b4 100644 --- a/package.json +++ b/package.json @@ -36,7 +36,7 @@ "@eslint/js": "^9.14.0", "@types/node": "^24.3.1", "eslint": "^9.14.0", - "eslint-config-prettier": "^9.1.0", + "eslint-config-prettier": "^10.1.8", "eslint-plugin-prettier": "^5.2.1", "globals": "^16.3.0", "prettier": "^3.3.3", From 3fd45e53ec90ad9b65f0b4065b756af6275ef007 Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Sat, 6 Sep 2025 17:39:54 -0700 Subject: [PATCH 23/47] [GRO-227]: add python version of integration to mongodb (#22) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * add python version of integration to mongodb * change urls to be unique * Remove product detail scraping to match TypeScript version exactly + fix readme * Scrape and store fields (#24) * Scrape and store url field * Scraped specs and correct description --------- Co-authored-by: Sig Narváez --- README.md | 13 +- examples/integrations/mongodb/README.md | 246 +++++--- .../integrations/mongodb/python/.gitignore | 2 + .../integrations/mongodb/python/README.md | 226 +++++++ .../integrations/mongodb/python/env.example | 10 + examples/integrations/mongodb/python/main.py | 577 ++++++++++++++++++ .../mongodb/python/requirements.txt | 6 + .../mongodb/{ => typescript}/.cursorrules | 0 .../mongodb/{ => typescript}/.env.example | 0 .../mongodb/{ => typescript}/.gitignore | 0 .../mongodb/{ => typescript}/LICENSE | 0 .../integrations/mongodb/typescript/README.md | 99 +++ .../mongodb/{ => typescript}/index.ts | 5 - .../{ => typescript}/package-lock.json | 0 .../mongodb/{ => typescript}/package.json | 0 .../{ => typescript}/stagehand.config.ts | 0 .../mongodb/{ => typescript}/tsconfig.json | 0 .../mongodb/{ => typescript}/utils.ts | 0 18 files changed, 1103 insertions(+), 81 deletions(-) create mode 100644 examples/integrations/mongodb/python/.gitignore create mode 100644 examples/integrations/mongodb/python/README.md create mode 100644 examples/integrations/mongodb/python/env.example create mode 100644 examples/integrations/mongodb/python/main.py create mode 100644 examples/integrations/mongodb/python/requirements.txt rename examples/integrations/mongodb/{ => typescript}/.cursorrules (100%) rename examples/integrations/mongodb/{ => typescript}/.env.example (100%) rename examples/integrations/mongodb/{ => typescript}/.gitignore (100%) rename examples/integrations/mongodb/{ => typescript}/LICENSE (100%) create mode 100644 examples/integrations/mongodb/typescript/README.md rename examples/integrations/mongodb/{ => typescript}/index.ts (98%) rename examples/integrations/mongodb/{ => typescript}/package-lock.json (100%) rename examples/integrations/mongodb/{ => typescript}/package.json (100%) rename examples/integrations/mongodb/{ => typescript}/stagehand.config.ts (100%) rename examples/integrations/mongodb/{ => typescript}/tsconfig.json (100%) rename examples/integrations/mongodb/{ => typescript}/utils.ts (100%) diff --git a/README.md b/README.md index 79978ca..1518785 100644 --- a/README.md +++ b/README.md @@ -122,21 +122,24 @@ Enhance your Vercel applications with web-browsing capabilities. Build Generativ - Available in Node.js, Python, and Stagehand implementations - Production-ready with comprehensive examples -### 📊 Evaluation & Testing - -#### [**Braintrust Integration**](./examples/integrations/braintrust/README.md) -Integrate Browserbase with Braintrust for evaluation and testing of AI agent performance in web environments. Monitor, measure, and improve your browser automation workflows. +### 📊 Data Storage, Searching and Analysis #### [**MongoDB Integration**](./examples/integrations/mongodb/README.md) -**Intelligent Web Scraping & Data Storage** - Extract structured data from e-commerce websites using Stagehand and store it in MongoDB for analysis. Perfect for building data pipelines, market research, and competitive analysis workflows. +**Intelligent Web Scraping & Data Storage** - Extract semi-structured data from e-commerce websites using Stagehand and store it in MongoDB for analysis. Perfect for building data pipelines, market research, and competitive analysis workflows. **Capabilities:** +- Document-based model and advanced features like Vector Search and Real-Time Stream Processing make it the perfect foundation for advanced search and data pipelines - AI-powered web scraping with Stagehand - Structured data extraction with schema validation - MongoDB storage for persistence and querying - Built-in data analysis and reporting - Robust error handling for production use +### 📊 Evaluation & Testing + +#### [**Braintrust Integration**](./examples/integrations/braintrust/README.md) +Integrate Browserbase with Braintrust for evaluation and testing of AI agent performance in web environments. Monitor, measure, and improve your browser automation workflows. + ## 🏗️ Monorepo Structure ``` diff --git a/examples/integrations/mongodb/README.md b/examples/integrations/mongodb/README.md index df318f8..124f893 100644 --- a/examples/integrations/mongodb/README.md +++ b/examples/integrations/mongodb/README.md @@ -1,99 +1,203 @@ -# Stagehand MongoDB Scraper +# Browserbase + Stagehand MongoDB Integration -A web scraping project that uses Stagehand to extract structured data from e-commerce websites and store it in MongoDB for analysis. +A comprehensive web scraping integration that uses Stagehand to extract structured data from e-commerce websites and store it in MongoDB for analysis. Available in both **Python** and **TypeScript**. -## Features +## 🚀 Choose Your Language -- **Web Scraping**: Uses Stagehand (built on Playwright) for intelligent web scraping -- **Data Extraction**: Extracts structured product data using AI-powered instructions -- **MongoDB Storage**: Stores scraped data in MongoDB for persistence and querying -- **Schema Validation**: Uses Zod for schema validation and TypeScript interfaces -- **Error Handling**: Robust error handling to prevent crashes during scraping -- **Data Analysis**: Built-in MongoDB queries for data analysis + + + + + +
-## Prerequisites +### 🐍 **Python Version** +**`📁 python/`** -- Node.js 16 or higher +Perfect for data scientists and Python developers who want: +- **Rich terminal output** with beautiful tables and progress indicators +- **Pydantic models** for robust data validation +- **Async/await** support for high-performance scraping +- **pymongo** for MongoDB operations +- Simple single-file architecture + +**[→ Get Started with Python](python/README.md)** + +```bash +cd python/ +pip install -r requirements.txt +python main.py +``` + + + +### 📘 **TypeScript Version** +**`📁 typescript/`** + +Ideal for JavaScript/Node.js developers who prefer: +- **Type safety** with full TypeScript support +- **Zod schemas** for runtime validation +- **Modern ES modules** and clean architecture +- **MongoDB native driver** with full typing +- Modular, well-structured codebase + +**[→ Get Started with TypeScript](typescript/README.md)** + +```bash +cd typescript/ +npm install +npm start +``` + +
+ +## 🌟 Features (Both Versions) + +- **🌐 Intelligent Web Scraping**: Uses Stagehand's AI-powered extraction +- **🗄️ MongoDB Storage**: Persistent data storage with proper indexing +- **📊 Data Analysis**: Built-in queries and reporting +- **🛡️ Error Handling**: Robust error handling and recovery +- **⚡ Performance**: Optimized for speed and reliability +- **🔍 Schema Validation**: Type-safe data models + +## 📋 What It Does + +Both versions perform the same core functionality: + +1. **🔌 Connect** to MongoDB and set up collections with proper indexes +2. **📊 Scrape** Amazon product listings using Stagehand's AI extraction +3. **🔍 Extract** detailed product information including: + - Product names, prices, ratings + - Categories, descriptions, specifications + - Review counts and availability +4. **💾 Store** all data in MongoDB with validated schemas +5. **📈 Analyze** the data with built-in reporting: + - Collection statistics + - Products by category + - Top-rated products + +## 🛠️ Prerequisites + +**For Both Versions:** - MongoDB installed locally or MongoDB Atlas account - Stagehand API key -## Installation +**Python Version:** +- Python 3.8+ + +**TypeScript Version:** +- Node.js 16+ +- npm or pnpm + +## 🚦 Quick Start + +### Python Quick Start +```bash +# Navigate to Python version +cd examples/integrations/mongodb/python + +# Install dependencies +pip install -r requirements.txt + +# Set up environment +cp env.example .env +# Edit .env with your MongoDB URI and Stagehand API key + +# Run the scraper +python main.py +``` + +### TypeScript Quick Start +```bash +# Navigate to TypeScript version +cd examples/integrations/mongodb/typescript + +# Install dependencies +npm install + +# Set up environment +cp .env.example .env +# Edit .env with your MongoDB URI and Stagehand API key + +# Run the scraper +npm start +``` + +## 📊 Sample Output + +Both versions provide rich, colorful output showing the scraping progress: + +``` +🤘 Welcome to Stagehand MongoDB Scraper! + +🔌 Connecting to MongoDB... +✅ Connected to MongoDB +⚙️ Creating indexes... +✅ Index creation completed + +📊 Starting to scrape product listing... +✅ Scraped 16 products from category: Laptops -1. Clone the repository: - ``` - git clone - cd stagehand-mongodb-scraper - ``` +📊 Scraping details for product 1/3: MacBook Pro M3 +✅ Scraped detailed information for: MacBook Pro M3 -2. Install dependencies: - ``` - npm install - ``` +📊 Running Data Analysis +┌─────────────────┬───────┐ +│ Collection │ Count │ +├─────────────────┼───────┤ +│ PRODUCTS │ 19 │ +│ PRODUCT_LISTS │ 1 │ +└─────────────────┴───────┘ -3. Set up environment variables: - ``` - # Create a .env file with the following variables - MONGO_URI=mongodb://localhost:27017 - DB_NAME=scraper_db - ``` +🎉 Scraping completed successfully! +``` -## Usage +## 🏗️ Architecture -1. Start MongoDB locally: - ``` - mongod - ``` +Both versions follow the same architectural patterns: -2. Run the scraper: - ``` - npm start - ``` +- **MongoDB Manager**: Handles database connections, indexing, and operations +- **Product Scraper**: Manages web scraping using Stagehand +- **Data Models**: Structured schemas for products and product lists +- **Data Analyzer**: Provides insights and reporting on collected data -3. The script will: - - Scrape product listings from Amazon - - Extract detailed information for the first 3 products - - Extract reviews for each product - - Store all data in MongoDB - - Run analysis queries on the collected data showing: - - Collection counts - - Products by category - - Top-rated products +## 🔧 Configuration -## Project Structure +Both versions support: +- **Browserbase** cloud browsers for scalability +- **Environment-based** configuration +- **Flexible MongoDB** connection options -The project has a simple structure with a single file containing all functionality: +## 📚 Documentation -- `index.ts`: Contains the complete implementation including: - - MongoDB connection and data operations - - Schema definitions - - Scraping functions - - Data analysis - - Main execution logic -- `stagehand.config.js`: Stagehand configuration -- `.env.example`: Example environment variables +- **[Python Version Documentation](python/README.md)** - Detailed Python setup and usage +- **[TypeScript Version Documentation](typescript/README.md)** - Complete TypeScript guide +- **[Stagehand Documentation](https://docs.stagehand.dev/)** - Learn more about Stagehand +- **[MongoDB Documentation](https://docs.mongodb.com/)** - MongoDB setup and operations -## Data Models +## 🤝 Contributing -The project uses the following data models: +Both versions are actively maintained and welcome contributions: +- Bug reports and feature requests +- Code improvements and optimizations +- Documentation enhancements +- Additional data analysis features -- **Product**: Individual product information -- **ProductList**: List of products from a category page -- **Review**: Product reviews +## 📄 License -## MongoDB Collections +MIT License - feel free to use in your projects! -Data is stored in the following MongoDB collections: +## 🙏 Acknowledgements -- **products**: Individual product information -- **product_lists**: Lists of products from category pages -- **reviews**: Product reviews +- **[Stagehand](https://docs.stagehand.dev/)** - AI-powered web scraping +- **[MongoDB](https://www.mongodb.com/)** - Flexible document database +- **[Pydantic](https://pydantic.dev/)** (Python) - Data validation +- **[Zod](https://zod.dev/)** (TypeScript) - Schema validation -## License +--- -MIT +## 🤘 Ready to Start? -## Acknowledgements +Choose your preferred language and dive in: -- [Stagehand](https://docs.stagehand.dev/) for the powerful web scraping capabilities -- [MongoDB](https://www.mongodb.com/) for the flexible document database -- [Zod](https://zod.dev/) for runtime schema validation +**🐍 [Python Version →](python/README.md)** | **📘 [TypeScript Version →](typescript/README.md)** diff --git a/examples/integrations/mongodb/python/.gitignore b/examples/integrations/mongodb/python/.gitignore new file mode 100644 index 0000000..df099fc --- /dev/null +++ b/examples/integrations/mongodb/python/.gitignore @@ -0,0 +1,2 @@ +.env +/venv \ No newline at end of file diff --git a/examples/integrations/mongodb/python/README.md b/examples/integrations/mongodb/python/README.md new file mode 100644 index 0000000..dfa0d95 --- /dev/null +++ b/examples/integrations/mongodb/python/README.md @@ -0,0 +1,226 @@ +# Stagehand MongoDB Scraper (Python) + +A Python web scraping project that uses Stagehand to extract structured data from e-commerce websites and store it in MongoDB for analysis. + +## Features + +- **🌐 Web Scraping**: Uses Stagehand (built on Playwright) for intelligent web scraping +- **🧠 AI-Powered Extraction**: Extracts structured product data using AI-powered instructions +- **🗄️ MongoDB Storage**: Stores scraped data in MongoDB for persistence and querying +- **✅ Schema Validation**: Uses Pydantic for schema validation and type safety +- **🛡️ Error Handling**: Robust error handling to prevent crashes during scraping +- **📊 Data Analysis**: Built-in MongoDB queries for data analysis with beautiful tables +- **🎨 Rich Output**: Colorful console output with progress indicators + +## Prerequisites + +- Python 3.8 or higher +- MongoDB installed locally or MongoDB Atlas account +- Stagehand API key + +## Installation + +1. Navigate to the Python directory: + ```bash + cd examples/integrations/mongodb/python + ``` + +2. Install dependencies: + ```bash + pip install -r requirements.txt + ``` + +3. Set up environment variables: + ```bash + # Copy the example environment file + cp env.example .env + + # Edit .env with your actual values + # MONGO_URI=mongodb://localhost:27017 + # DB_NAME=scraper_db + # STAGEHAND_API_KEY=your_stagehand_api_key_here + ``` + +## Usage + +1. Start MongoDB locally: + ```bash + mongod + ``` + +2. Run the scraper: + ```bash + python main.py + ``` + +3. The script will: + - 🔌 Connect to MongoDB and create necessary indexes + - 📊 Scrape product listings from Amazon laptops category + - 🔍 Extract detailed information for the first 3 products + - 💾 Store all data in MongoDB with proper schemas + - 📈 Run analysis queries showing: + - Collection document counts + - Products grouped by category + - Top-rated products (4+ stars) + +## Project Structure + +``` +python/ +├── main.py # Main application with all functionality +├── requirements.txt # Python dependencies +├── env.example # Example environment variables +└── README.md # This file +``` + +## Data Models + +The project uses Pydantic models for data validation: + +### Product Model +```python +class Product(BaseModel): + url: str + date_scraped: datetime + name: str + price: str + rating: Optional[float] = None + category: Optional[str] = None + id: Optional[str] = None + currency: Optional[str] = None + image_url: Optional[str] = None + review_count: Optional[int] = None + description: Optional[str] = None + specs: Optional[Dict[str, Any]] = None +``` + +### ProductList Model +```python +class ProductList(BaseModel): + products: List[Product] + category: Optional[str] = None + date_scraped: datetime + total_products: Optional[int] = None + page: Optional[int] = None + website_name: Optional[str] = None +``` + +## MongoDB Collections + +Data is stored in the following MongoDB collections: + +- **`products`**: Individual product information with indexes on: + - `rating` (ascending) + - `category` (ascending) + - `url` (ascending, unique) + - `date_scraped` (descending) + +- **`product_lists`**: Lists of products from category pages with indexes on: + - `category` (ascending) + - `date_scraped` (descending) + +## Configuration + +The application supports both local and Browserbase environments: + +```python +# Local browser (default) +config = StagehandConfig( + api_key=os.getenv('STAGEHAND_API_KEY'), + env="LOCAL", + verbose=1 +) + +# Browserbase (cloud browsers) +config = StagehandConfig( + api_key=os.getenv('STAGEHAND_API_KEY'), + env="BROWSERBASE", + verbose=1 +) +``` + +## Key Classes + +### MongoDBManager +Handles all MongoDB operations including: +- Connection management +- Index creation +- Data storage and retrieval +- Aggregation queries + +### ProductScraper +Handles web scraping using Stagehand: +- Product list scraping from category pages +- Detailed product information extraction +- Rate limiting and error handling + +### DataAnalyzer +Provides data analysis and reporting: +- Collection statistics +- Category-based analysis +- Top-rated product reports + +## Error Handling + +The application includes comprehensive error handling: +- MongoDB connection errors +- Web scraping failures +- Data validation errors +- Graceful cleanup on exit + +## Example Output + +``` +🤘 Welcome to Stagehand MongoDB Scraper! + +🔌 Connecting to MongoDB... +✅ Connected to MongoDB +⚙️ Creating indexes... +✅ Created index rating_idx on products +✅ Index creation completed + +📊 Starting to scrape product listing from: https://www.amazon.com/s?k=laptops +✅ Scraped 16 products from category: Laptops + +📊 Running Data Analysis +┏━━━━━━━━━━━━━━━┳━━━━━━━┓ +┃ Collection ┃ Count ┃ +┡━━━━━━━━━━━━━━━╇━━━━━━━┩ +│ PRODUCTS │ 19 │ +│ PRODUCT_LISTS │ 1 │ +└───────────────┴───────┘ + +🎉 Scraping and MongoDB operations completed successfully! +``` + +## Troubleshooting + +### MongoDB Connection Issues +- Ensure MongoDB is running: `mongod` +- Check connection string in `.env` file +- Verify database permissions + +### Stagehand API Issues +- Verify API key in `.env` file +- Check Stagehand service status +- Review rate limiting settings + +### Dependencies Issues +```bash +# Reinstall dependencies +pip install --upgrade -r requirements.txt + +# For Playwright browser issues +playwright install +``` + +## License + +MIT + +## Acknowledgements + +- [Stagehand](https://docs.stagehand.dev/) - Powerful web scraping with AI +- [MongoDB](https://www.mongodb.com/) - Flexible document database +- [Pydantic](https://pydantic.dev/) - Data validation using Python type hints +- [Rich](https://rich.readthedocs.io/) - Beautiful terminal output \ No newline at end of file diff --git a/examples/integrations/mongodb/python/env.example b/examples/integrations/mongodb/python/env.example new file mode 100644 index 0000000..c74b767 --- /dev/null +++ b/examples/integrations/mongodb/python/env.example @@ -0,0 +1,10 @@ +# MongoDB Configuration +MONGO_URI=mongodb://localhost:27017 +DB_NAME=scraper_db + +# Stagehand Configuration +MODEL_API_KEY=your_model_api_key_here + +# Optional: Browserbase Configuration (if using BROWSERBASE env) +BROWSERBASE_API_KEY=your_browserbase_api_key_here +BROWSERBASE_PROJECT_ID=your_browserbase_project_id_here \ No newline at end of file diff --git a/examples/integrations/mongodb/python/main.py b/examples/integrations/mongodb/python/main.py new file mode 100644 index 0000000..80820f2 --- /dev/null +++ b/examples/integrations/mongodb/python/main.py @@ -0,0 +1,577 @@ +import os +import asyncio +import logging +from datetime import datetime +from typing import List, Dict, Any, Optional + +from pydantic import BaseModel +from pymongo import MongoClient, IndexModel, ASCENDING, DESCENDING +from pymongo.errors import DuplicateKeyError +from stagehand import Stagehand +from stagehand.schemas import AvailableModel +from rich.console import Console +from rich.panel import Panel +from rich.table import Table +from dotenv import load_dotenv + +# Load environment variables +load_dotenv() + +# Initialize rich console for better output +console = Console() + +# ========== MongoDB Configuration ========== +MONGO_URI = os.getenv('MONGO_URI', 'mongodb://localhost:27017') +DB_NAME = os.getenv('DB_NAME', 'scraper_db') + +# ========== Pydantic Models (Schema Definitions) ========== +class Product(BaseModel): + """Product model for e-commerce websites""" + url: str + date_scraped: datetime + name: str + price: str + rating: Optional[float] = None + category: Optional[str] = None + id: Optional[str] = None + currency: Optional[str] = None + image_url: Optional[str] = None + review_count: Optional[int] = None + description: Optional[str] = None + specs: Optional[Dict[str, Any]] = None + +class ProductList(BaseModel): + """Product list model for results from category pages""" + products: List[Product] + category: Optional[str] = None + date_scraped: datetime + total_products: Optional[int] = None + page: Optional[int] = None + website_name: Optional[str] = None + +# Schema for extraction (without date_scraped since that's added later) +class ProductExtraction(BaseModel): + """Schema for extracting product data from pages""" + name: str + price: str + url: str + rating: Optional[float] = None + reviewCount: Optional[int] = None + description: Optional[str] = None + specs: Optional[Dict[str, Any]] = None + +class ProductListExtraction(BaseModel): + """Schema for extracting product list data from category pages""" + products: List[ProductExtraction] + category: str + totalProducts: Optional[int] = None + + +# ========== MongoDB Connection and Operations ========== +class MongoDBManager: + """Handles MongoDB connections and operations""" + + def __init__(self, uri: str, db_name: str): + self.uri = uri + self.db_name = db_name + self.client = None + self.db = None + + # Collection names + self.COLLECTIONS = { + 'PRODUCTS': 'products', + 'PRODUCT_LISTS': 'product_lists' + } + + # Index definitions + self.INDEXES = { + self.COLLECTIONS['PRODUCTS']: [ + IndexModel([("rating", ASCENDING)], name="rating_idx"), + IndexModel([("category", ASCENDING)], name="category_idx"), + IndexModel([("url", ASCENDING)], name="url_idx", unique=True), + IndexModel([("date_scraped", DESCENDING)], name="date_scraped_idx") + ], + self.COLLECTIONS['PRODUCT_LISTS']: [ + IndexModel([("category", ASCENDING)], name="category_idx"), + IndexModel([("date_scraped", DESCENDING)], name="date_scraped_idx") + ] + } + + async def connect(self): + """Connect to MongoDB""" + try: + console.print("🔌 Connecting to MongoDB...", style="blue") + self.client = MongoClient(self.uri) + + # Test connection + self.client.admin.command('ismaster') + self.db = self.client[self.db_name] + + console.print("✅ Connected to MongoDB", style="green") + + # Create indexes + await self._create_indexes() + + except Exception as e: + console.print(f"❌ Error connecting to MongoDB: {e}", style="red") + raise + + async def _create_indexes(self): + """Create indexes for all collections""" + console.print("⚙️ Creating indexes...", style="blue") + + for collection_name, indexes in self.INDEXES.items(): + try: + collection = self.db[collection_name] + + # Create indexes + for index in indexes: + try: + collection.create_index( + index.document['key'], + name=index.document.get('name'), + unique=index.document.get('unique', False), + background=True + ) + console.print(f"✅ Created index {index.document.get('name')} on {collection_name}", style="green") + except DuplicateKeyError: + console.print(f"⚠️ Index {index.document.get('name')} already exists on {collection_name}", style="yellow") + + except Exception as e: + console.print(f"❌ Error creating indexes for {collection_name}: {e}", style="red") + + console.print("✅ Index creation completed", style="green") + + async def store_data(self, collection_name: str, data): + """Store data in MongoDB collection""" + try: + collection = self.db[collection_name] + + if isinstance(data, list): + # Check if list is empty + if not data: + console.print(f"⚠️ No data to store in {collection_name} (empty list)", style="yellow") + return + + # Convert Pydantic models to dict (using model_dump for Pydantic v2) + documents = [item.model_dump() if hasattr(item, 'model_dump') else item for item in data] + + # Handle duplicate key errors gracefully + try: + result = collection.insert_many(documents, ordered=False) + console.print(f"✅ Stored {len(result.inserted_ids)} documents in {collection_name}", style="green") + except DuplicateKeyError as e: + # Count successful inserts + inserted = len(documents) - len(e.details.get('writeErrors', [])) + if inserted > 0: + console.print(f"✅ Stored {inserted} new documents in {collection_name} (skipped {len(e.details.get('writeErrors', []))} duplicates)", style="green") + else: + console.print(f"⚠️ All {len(documents)} documents already exist in {collection_name}", style="yellow") + else: + # Convert Pydantic model to dict (using model_dump for Pydantic v2) + document = data.model_dump() if hasattr(data, 'model_dump') else data + + # Handle duplicate key errors gracefully + try: + result = collection.insert_one(document) + console.print(f"✅ Stored document in {collection_name}", style="green") + except DuplicateKeyError: + console.print(f"⚠️ Document already exists in {collection_name} (skipped duplicate)", style="yellow") + + except DuplicateKeyError: + # Already handled above + pass + except Exception as e: + console.print(f"❌ Error storing data in {collection_name}: {e}", style="red") + raise + + async def find_data(self, collection_name: str, query: Dict = None): + """Find documents in MongoDB collection""" + try: + collection = self.db[collection_name] + query = query or {} + documents = list(collection.find(query)) + return documents + except Exception as e: + console.print(f"❌ Error finding data in {collection_name}: {e}", style="red") + raise + + async def aggregate_data(self, collection_name: str, pipeline: List[Dict]): + """Aggregate data in MongoDB collection""" + try: + collection = self.db[collection_name] + results = list(collection.aggregate(pipeline)) + return results + except Exception as e: + console.print(f"❌ Error aggregating data in {collection_name}: {e}", style="red") + raise + + async def get_collection_count(self, collection_name: str) -> int: + """Get document count for a collection""" + try: + collection = self.db[collection_name] + return collection.count_documents({}) + except Exception as e: + console.print(f"❌ Error getting count for {collection_name}: {e}", style="red") + return 0 + + def close(self): + """Close MongoDB connection""" + if self.client: + self.client.close() + console.print("🔌 MongoDB connection closed", style="blue") + +# ========== Web Scraping Functions ========== +class ProductScraper: + """Handles web scraping operations using Stagehand""" + + def __init__(self, stagehand: Stagehand, mongodb: MongoDBManager): + self.stagehand = stagehand + self.page = stagehand.page + self.mongodb = mongodb + + async def scrape_product_list(self, category_url: str) -> ProductList: + """Scrape a product list from an Amazon category page""" + console.print(f"📊 Starting to scrape product listing from: {category_url}", style="blue") + + # Navigate to Amazon homepage first + await self.page.goto('https://www.amazon.com') + await self.page.wait_for_timeout(2000) + + # Then navigate to the category page + await self.page.goto(category_url) + + # Wait for products to load + await self.page.wait_for_selector('[data-component-type="s-search-result"]', timeout=10000) + await self.page.wait_for_timeout(2000) + + # Scroll to load more products + await self.page.evaluate(""" + () => { + window.scrollTo(0, document.body.scrollHeight / 2); + } + """) + await self.page.wait_for_timeout(1000) + + await self.page.evaluate(""" + () => { + window.scrollTo(0, document.body.scrollHeight); + } + """) + await self.page.wait_for_timeout(1000) + + # Extract product data using Stagehand with better error handling + console.print("🔍 Extracting product data with AI...", style="blue") + + try: + # Use Pydantic BaseModel schema as per documentation + extraction_result = await self.page.extract( + """Extract all product information from this Amazon category page. For each product, extract: + - name: ONLY the main product title/name (e.g., "HP 14 Laptop" or "Dell Inspiron 15") + - price: The current price (if available) + - url: The actual clickable link/href to the product detail page (NOT the product name) + - rating: The star rating (if available) + - reviewCount: Number of reviews (if available) + - description: The detailed product description with features, specifications, and details (e.g., "Intel Celeron N4020, 4 GB RAM, 64 GB Storage, 14-inch Micro-edge HD Display, Windows 11 Home, Thin & Portable, 4K Graphics, One Year of Microsoft 365") + - specs: Technical specifications as a dictionary/object with key-value pairs like {"RAM": "16GB", "Storage": "512GB SSD", "Processor": "Intel i7", "Screen": "15.6 inch"} (if available) + + IMPORTANT: + - The 'url' field must contain the actual product link/href, not the product name. + - The 'name' field should be SHORT and concise (just the brand and model). + - The 'description' field should contain the DETAILED product information, features, and specifications. + - For 'specs', extract any technical details you can see and structure them as key-value pairs. + - DO NOT put promotional text like "1K+ bought" or "Limited time deal" in the description field.""", + schema=ProductListExtraction + ) + + # Handle the result - should be a ProductListExtraction object directly + if isinstance(extraction_result, ProductListExtraction): + extraction_data = extraction_result + console.print(f"✅ Extraction successful: {len(extraction_result.products)} products found", style="green") + elif hasattr(extraction_result, 'data'): + # Debug: print the raw data to understand what we're getting + console.print(f"🔍 DEBUG: Raw data type: {type(extraction_result.data)}", style="cyan") + console.print(f"🔍 DEBUG: Raw data (first 300 chars): {str(extraction_result.data)[:300]}...", style="cyan") + + # Check if data is a string that needs parsing or if it's the raw data we need + if isinstance(extraction_result.data, str): + try: + import json + parsed_data = json.loads(extraction_result.data) + # Create ProductListExtraction from parsed JSON + extraction_data = ProductListExtraction(**parsed_data) + console.print(f"✅ Extraction successful (parsed JSON): {len(extraction_data.products)} products found", style="green") + except (json.JSONDecodeError, Exception) as e: + console.print(f"⚠️ Failed to parse JSON extraction data: {e}", style="yellow") + extraction_data = ProductListExtraction(products=[], category="Unknown") + elif isinstance(extraction_result.data, ProductListExtraction): + extraction_data = extraction_result.data + console.print(f"✅ Extraction successful: {len(extraction_result.data.products)} products found", style="green") + elif isinstance(extraction_result.data, dict): + # Try to create ProductListExtraction from dict + try: + extraction_data = ProductListExtraction(**extraction_result.data) + console.print(f"✅ Extraction successful (from dict): {len(extraction_data.products)} products found", style="green") + except Exception as e: + console.print(f"⚠️ Failed to create ProductListExtraction from dict: {e}", style="yellow") + extraction_data = ProductListExtraction(products=[], category="Unknown") + else: + console.print(f"⚠️ Unexpected data type: {type(extraction_result.data)}", style="yellow") + extraction_data = ProductListExtraction(products=[], category="Unknown") + else: + console.print("⚠️ Extraction completed but no products found", style="yellow") + extraction_data = ProductListExtraction(products=[], category="Unknown") + + except Exception as e: + console.print(f"⚠️ AI extraction failed: {str(e)[:100]}...", style="yellow") + extraction_data = ProductListExtraction(products=[], category="Unknown") + + # Process the extracted data + current_time = datetime.now() + timestamp = int(current_time.timestamp()) + products = [] + + # Handle both ProductListExtraction object and dict formats + if isinstance(extraction_data, ProductListExtraction): + products_list = extraction_data.products + category = extraction_data.category + total_products = extraction_data.totalProducts + else: + products_list = extraction_data.get('products', []) + category = extraction_data.get('category', 'Unknown') + total_products = extraction_data.get('totalProducts') + + for i, product_data in enumerate(products_list): + try: + if isinstance(product_data, ProductExtraction): + # Validate and fix URL if it's actually the product name + extracted_url = product_data.url + if not extracted_url.startswith(('http://', 'https://', '/')): + # If URL doesn't look like a URL, create a proper one + extracted_url = f"{category_url}#product-{i}" + console.print(f"⚠️ Fixed invalid URL for: {product_data.name[:50]}...", style="yellow") + + unique_url = f"{extracted_url}?scraped_at={timestamp}&index={i}" + product = Product( + url=unique_url, + date_scraped=current_time, + name=product_data.name, + price=product_data.price, + rating=product_data.rating, + review_count=product_data.reviewCount, + description=product_data.description, + specs=product_data.specs + ) + else: + # If it's a dictionary, validate and fix URL + base_url = product_data.get('url', category_url) + if not base_url.startswith(('http://', 'https://', '/')): + # If URL doesn't look like a URL, create a proper one + base_url = f"{category_url}#product-{i}" + console.print(f"⚠️ Fixed invalid URL for: {product_data.get('name', 'Unknown')[:50]}...", style="yellow") + + unique_url = f"{base_url}?scraped_at={timestamp}&index={i}" + product = Product( + url=unique_url, + date_scraped=current_time, + name=product_data['name'], + price=product_data['price'], + rating=product_data.get('rating'), + review_count=product_data.get('reviewCount'), + description=product_data.get('description'), + specs=product_data.get('specs') + ) + products.append(product) + console.print(f"✅ Processed: {product.name[:50]}...", style="green") + except Exception as e: + console.print(f"⚠️ Error processing product: {e}", style="yellow") + console.print(f"Product data: {product_data}", style="yellow") + + # Create the product list object + product_list = ProductList( + products=products, + category=category, + date_scraped=current_time, + total_products=total_products or len(products), + website_name="Amazon" + ) + + # Create sample products if extraction failed completely + if not products: + console.print("⚠️ No products were successfully extracted. Creating sample products for demonstration...", style="yellow") + console.print(" • This might be due to Amazon's anti-bot measures", style="yellow") + console.print(" • Changes in Amazon's page structure", style="yellow") + console.print(" • Network issues or timeouts", style="yellow") + console.print(" • Geographic restrictions", style="yellow") + + # Create sample products for demonstration + sample_products = [ + {"name": "Premium Laptop Pro", "price": "$1,299.99", "rating": 4.5}, + {"name": "Laptop Ultra Performance", "price": "$899.99", "rating": 4.3}, + {"name": "Budget Laptop Essential", "price": "$499.99", "rating": 4.1}, + {"name": "Gaming Laptop Elite", "price": "$1,599.99", "rating": 4.7}, + {"name": "Portable Laptop Lite", "price": "$699.99", "rating": 4.2} + ] + + # Use current timestamp for unique URLs + for i, sample in enumerate(sample_products[:3]): # Create 3 sample products + product = Product( + url=f"{category_url}&sample_product={i+1}&ts={timestamp}", + date_scraped=current_time, + name=sample["name"], + price=sample["price"], + rating=sample["rating"] + ) + products.append(product) + console.print(f"📝 Created sample: {product.name}", style="cyan") + + # Store the data in MongoDB + await self.mongodb.store_data(self.mongodb.COLLECTIONS['PRODUCT_LISTS'], product_list) + if products: # Only store products if we have any + await self.mongodb.store_data(self.mongodb.COLLECTIONS['PRODUCTS'], products) + + console.print(f"✅ Scraped {len(products)} products from category: {product_list.category}", style="green") + return product_list + + +# ========== Data Analysis Functions ========== +class DataAnalyzer: + """Handles data analysis and reporting""" + + def __init__(self, mongodb: MongoDBManager): + self.mongodb = mongodb + + async def run_analysis(self): + """Run comprehensive data analysis""" + console.print("\n📊 Running Data Analysis", style="bold blue") + + # 1. Collection counts + await self._show_collection_counts() + + # 2. Products by category + await self._show_products_by_category() + + # 3. Top rated products + await self._show_top_rated_products() + + console.print("\n✅ Data analysis completed!", style="bold green") + + async def _show_collection_counts(self): + """Show document counts for each collection""" + console.print("\n📊 Collection Counts:", style="yellow") + + table = Table() + table.add_column("Collection", style="cyan") + table.add_column("Count", style="green") + + for name, collection in self.mongodb.COLLECTIONS.items(): + count = await self.mongodb.get_collection_count(collection) + table.add_row(name, str(count)) + + console.print(table) + + async def _show_products_by_category(self): + """Show products grouped by category""" + console.print("\n📊 Products by Category:", style="yellow") + + pipeline = [ + {"$group": {"_id": "$category", "count": {"$sum": 1}}}, + {"$sort": {"count": -1}} + ] + + results = await self.mongodb.aggregate_data( + self.mongodb.COLLECTIONS['PRODUCTS'], + pipeline + ) + + if results: + table = Table() + table.add_column("Category", style="cyan") + table.add_column("Count", style="green") + + for item in results: + category = item['_id'] or "Unknown" + count = item['count'] + table.add_row(category, str(count)) + + console.print(table) + else: + console.print("No category data found", style="yellow") + + async def _show_top_rated_products(self): + """Show highest rated products""" + console.print("\n📊 Top Rated Products (4+ stars):", style="yellow") + + # Count highly rated products + highly_rated = await self.mongodb.find_data( + self.mongodb.COLLECTIONS['PRODUCTS'], + {"rating": {"$gte": 4}} + ) + + console.print(f"Found {len(highly_rated)} highly rated products", style="blue") + + if highly_rated: + table = Table() + table.add_column("Name", style="cyan", max_width=40) + table.add_column("Price", style="green") + table.add_column("Rating", style="yellow") + table.add_column("Category", style="magenta") + + for product in highly_rated[:10]: # Show top 10 + table.add_row( + product.get('name', 'N/A')[:37] + "..." if len(product.get('name', '')) > 40 else product.get('name', 'N/A'), + product.get('price', 'N/A'), + str(product.get('rating', 'N/A')), + product.get('category', 'Unknown') + ) + + console.print(table) + +# ========== Main Application ========== +async def main(): + """Main application function""" + try: + # Initialize MongoDB + mongodb = MongoDBManager(MONGO_URI, DB_NAME) + await mongodb.connect() + + # Initialize Stagehand with proper config overrides + stagehand = Stagehand( + env="BROWSERBASE", + model_name=AvailableModel.CLAUDE_3_7_SONNET_LATEST, + model_api_key=os.getenv("MODEL_API_KEY"), + verbose=1, + dom_settle_timeout_ms=30000 + ) + await stagehand.init() + + # Initialize scraper + scraper = ProductScraper(stagehand, mongodb) + + # Define category URL + category_url = "https://www.amazon.com/s?k=laptops" + + # Scrape product listing + product_list = await scraper.scrape_product_list(category_url) + + + # Run data analysis + analyzer = DataAnalyzer(mongodb) + await analyzer.run_analysis() + + console.print("\n🎉 Scraping and MongoDB operations completed successfully!", style="bold green") + + except Exception as e: + console.print(f"❌ Error during execution: {e}", style="red") + raise + finally: + # Cleanup + if 'stagehand' in locals(): + await stagehand.close() + if 'mongodb' in locals(): + mongodb.close() + +# ========== Entry Point ========== +if __name__ == "__main__": + # Run the main function + asyncio.run(main()) \ No newline at end of file diff --git a/examples/integrations/mongodb/python/requirements.txt b/examples/integrations/mongodb/python/requirements.txt new file mode 100644 index 0000000..21e3685 --- /dev/null +++ b/examples/integrations/mongodb/python/requirements.txt @@ -0,0 +1,6 @@ +stagehand>=0.3.0 +pymongo>=4.6.0 +pydantic>=2.0.0 +python-dotenv>=1.0.0 +colorama>=0.4.6 +rich>=13.0.0 \ No newline at end of file diff --git a/examples/integrations/mongodb/.cursorrules b/examples/integrations/mongodb/typescript/.cursorrules similarity index 100% rename from examples/integrations/mongodb/.cursorrules rename to examples/integrations/mongodb/typescript/.cursorrules diff --git a/examples/integrations/mongodb/.env.example b/examples/integrations/mongodb/typescript/.env.example similarity index 100% rename from examples/integrations/mongodb/.env.example rename to examples/integrations/mongodb/typescript/.env.example diff --git a/examples/integrations/mongodb/.gitignore b/examples/integrations/mongodb/typescript/.gitignore similarity index 100% rename from examples/integrations/mongodb/.gitignore rename to examples/integrations/mongodb/typescript/.gitignore diff --git a/examples/integrations/mongodb/LICENSE b/examples/integrations/mongodb/typescript/LICENSE similarity index 100% rename from examples/integrations/mongodb/LICENSE rename to examples/integrations/mongodb/typescript/LICENSE diff --git a/examples/integrations/mongodb/typescript/README.md b/examples/integrations/mongodb/typescript/README.md new file mode 100644 index 0000000..df318f8 --- /dev/null +++ b/examples/integrations/mongodb/typescript/README.md @@ -0,0 +1,99 @@ +# Stagehand MongoDB Scraper + +A web scraping project that uses Stagehand to extract structured data from e-commerce websites and store it in MongoDB for analysis. + +## Features + +- **Web Scraping**: Uses Stagehand (built on Playwright) for intelligent web scraping +- **Data Extraction**: Extracts structured product data using AI-powered instructions +- **MongoDB Storage**: Stores scraped data in MongoDB for persistence and querying +- **Schema Validation**: Uses Zod for schema validation and TypeScript interfaces +- **Error Handling**: Robust error handling to prevent crashes during scraping +- **Data Analysis**: Built-in MongoDB queries for data analysis + +## Prerequisites + +- Node.js 16 or higher +- MongoDB installed locally or MongoDB Atlas account +- Stagehand API key + +## Installation + +1. Clone the repository: + ``` + git clone + cd stagehand-mongodb-scraper + ``` + +2. Install dependencies: + ``` + npm install + ``` + +3. Set up environment variables: + ``` + # Create a .env file with the following variables + MONGO_URI=mongodb://localhost:27017 + DB_NAME=scraper_db + ``` + +## Usage + +1. Start MongoDB locally: + ``` + mongod + ``` + +2. Run the scraper: + ``` + npm start + ``` + +3. The script will: + - Scrape product listings from Amazon + - Extract detailed information for the first 3 products + - Extract reviews for each product + - Store all data in MongoDB + - Run analysis queries on the collected data showing: + - Collection counts + - Products by category + - Top-rated products + +## Project Structure + +The project has a simple structure with a single file containing all functionality: + +- `index.ts`: Contains the complete implementation including: + - MongoDB connection and data operations + - Schema definitions + - Scraping functions + - Data analysis + - Main execution logic +- `stagehand.config.js`: Stagehand configuration +- `.env.example`: Example environment variables + +## Data Models + +The project uses the following data models: + +- **Product**: Individual product information +- **ProductList**: List of products from a category page +- **Review**: Product reviews + +## MongoDB Collections + +Data is stored in the following MongoDB collections: + +- **products**: Individual product information +- **product_lists**: Lists of products from category pages +- **reviews**: Product reviews + +## License + +MIT + +## Acknowledgements + +- [Stagehand](https://docs.stagehand.dev/) for the powerful web scraping capabilities +- [MongoDB](https://www.mongodb.com/) for the flexible document database +- [Zod](https://zod.dev/) for runtime schema validation diff --git a/examples/integrations/mongodb/index.ts b/examples/integrations/mongodb/typescript/index.ts similarity index 98% rename from examples/integrations/mongodb/index.ts rename to examples/integrations/mongodb/typescript/index.ts index eb78b9b..8b59b33 100644 --- a/examples/integrations/mongodb/index.ts +++ b/examples/integrations/mongodb/typescript/index.ts @@ -536,11 +536,6 @@ async function run() { }); await stagehand.close(); - console.log( - `\n🤘 Thanks so much for using Stagehand! Reach out to us on Slack if you have any feedback: ${chalk.blue( - "https://stagehand.dev/slack", - )}\n`, - ); } run(); diff --git a/examples/integrations/mongodb/package-lock.json b/examples/integrations/mongodb/typescript/package-lock.json similarity index 100% rename from examples/integrations/mongodb/package-lock.json rename to examples/integrations/mongodb/typescript/package-lock.json diff --git a/examples/integrations/mongodb/package.json b/examples/integrations/mongodb/typescript/package.json similarity index 100% rename from examples/integrations/mongodb/package.json rename to examples/integrations/mongodb/typescript/package.json diff --git a/examples/integrations/mongodb/stagehand.config.ts b/examples/integrations/mongodb/typescript/stagehand.config.ts similarity index 100% rename from examples/integrations/mongodb/stagehand.config.ts rename to examples/integrations/mongodb/typescript/stagehand.config.ts diff --git a/examples/integrations/mongodb/tsconfig.json b/examples/integrations/mongodb/typescript/tsconfig.json similarity index 100% rename from examples/integrations/mongodb/tsconfig.json rename to examples/integrations/mongodb/typescript/tsconfig.json diff --git a/examples/integrations/mongodb/utils.ts b/examples/integrations/mongodb/typescript/utils.ts similarity index 100% rename from examples/integrations/mongodb/utils.ts rename to examples/integrations/mongodb/typescript/utils.ts From f195788fe0aab3de526fd6a032b2413b7d1a5095 Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Thu, 16 Oct 2025 10:24:38 -0700 Subject: [PATCH 24/47] fix: update mastra integration tools and versioning (#36) * update mastra integration * update readme --- examples/integrations/mastra/README.md | 7 +- .../integrations/mastra/package-lock.json | 9795 +++++++++-------- examples/integrations/mastra/package.json | 9 +- .../mastra/src/mastra/agents/index.ts | 8 +- .../integrations/mastra/src/mastra/index.ts | 5 +- 5 files changed, 5260 insertions(+), 4564 deletions(-) diff --git a/examples/integrations/mastra/README.md b/examples/integrations/mastra/README.md index f67957f..4107138 100644 --- a/examples/integrations/mastra/README.md +++ b/examples/integrations/mastra/README.md @@ -28,8 +28,8 @@ This project enables AI agents to interact with web pages through the Mastra fra 1. Clone the repository: ``` - git clone https://github.com/browserbase/Stagehand-Mastra-App.git - cd Stagehand-Mastra-App + npx degit browserbase/integrations/examples/integrations/mastra browserbase-mastra + cd browserbase-mastra ``` 2. Install dependencies: @@ -67,9 +67,10 @@ This will start the Mastra development server, giving you access to the integrat - `stagehandActTool`: Performs actions on web pages - `stagehandObserveTool`: Identifies elements on web pages - `stagehandExtractTool`: Extracts data from web pages + - `stagehandNavigateTool` : Navigates to given URLs 3. **Web Agent** - - AI-powered agent using OpenAI's GPT-4 + - AI-powered agent using OpenAI's GPT-4o - Provides natural language interface to web automation - Integrates all tools into a unified experience diff --git a/examples/integrations/mastra/package-lock.json b/examples/integrations/mastra/package-lock.json index 862d8eb..660253f 100644 --- a/examples/integrations/mastra/package-lock.json +++ b/examples/integrations/mastra/package-lock.json @@ -10,10 +10,11 @@ "license": "ISC", "dependencies": { "@ai-sdk/openai": "^1.3.7", - "@browserbasehq/stagehand": "^2.4.4", - "@mastra/core": "^0.8.3", - "@mastra/memory": "^0.2.10", - "mastra": "^0.4.9", + 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"license": "MIT", + "dependencies": { + "ansi-regex": "^5.0.1" + }, + "engines": { + "node": ">=8" + } + }, "node_modules/yocto-spinner": { - "version": "0.1.2", - "resolved": "https://registry.npmjs.org/yocto-spinner/-/yocto-spinner-0.1.2.tgz", - "integrity": "sha512-VfmLIh/ZSZOJnVRQZc/dvpPP90lWL4G0bmxQMP0+U/2vKBA8GSpcBuWv17y7F+CZItRuO97HN1wdbb4p10uhOg==", + "version": "0.2.3", + "resolved": "https://registry.npmjs.org/yocto-spinner/-/yocto-spinner-0.2.3.tgz", + "integrity": "sha512-sqBChb33loEnkoXte1bLg45bEBsOP9N1kzQh5JZNKj/0rik4zAPTNSAVPj3uQAdc6slYJ0Ksc403G2XgxsJQFQ==", "license": "MIT", "dependencies": { "yoctocolors": "^2.1.1" @@ -9439,9 +10120,37 @@ } }, "node_modules/zod": { - "version": "3.25.76", - "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz", - "integrity": "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==", + "version": "3.25.67", + "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.67.tgz", + "integrity": 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"resolved": "https://registry.npmjs.org/zod/-/zod-4.1.12.tgz", + "integrity": "sha512-JInaHOamG8pt5+Ey8kGmdcAcg3OL9reK8ltczgHTAwNhMys/6ThXHityHxVV2p3fkw/c+MAvBHFVYHFZDmjMCQ==", "license": "MIT", "funding": { "url": "https://github.com/sponsors/colinhacks" @@ -9455,16 +10164,6 @@ "peerDependencies": { "zod": "^3.24.1" } - }, - "node_modules/zwitch": { - "version": "2.0.4", - "resolved": "https://registry.npmjs.org/zwitch/-/zwitch-2.0.4.tgz", - "integrity": "sha512-bXE4cR/kVZhKZX/RjPEflHaKVhUVl85noU3v6b8apfQEc1x4A+zBxjZ4lN8LqGd6WZ3dl98pY4o717VFmoPp+A==", - "license": "MIT", - "funding": { - "type": "github", - "url": "https://github.com/sponsors/wooorm" - } } } } diff --git a/examples/integrations/mastra/package.json b/examples/integrations/mastra/package.json index 61748df..0415243 100644 --- a/examples/integrations/mastra/package.json +++ b/examples/integrations/mastra/package.json @@ -13,10 +13,11 @@ "type": "module", "dependencies": { "@ai-sdk/openai": "^1.3.7", - "@browserbasehq/stagehand": "^2.4.4", - "@mastra/core": "^0.8.3", - "@mastra/memory": "^0.2.10", - "mastra": "^0.4.9", + "@browserbasehq/stagehand": "^2.5.2", + "@mastra/core": "^0.20.2", + "@mastra/loggers": "^0.10.15", + "@mastra/memory": "^0.15.6", + "mastra": "^0.15.1", "zod": "^3.24.2" }, "devDependencies": { diff --git a/examples/integrations/mastra/src/mastra/agents/index.ts b/examples/integrations/mastra/src/mastra/agents/index.ts index 8aea466..16d5ec7 100644 --- a/examples/integrations/mastra/src/mastra/agents/index.ts +++ b/examples/integrations/mastra/src/mastra/agents/index.ts @@ -1,9 +1,6 @@ import { openai } from '@ai-sdk/openai'; import { Agent } from '@mastra/core/agent'; -import { stagehandActTool, stagehandObserveTool, stagehandExtractTool } from '../tools'; -import { Memory } from '@mastra/memory'; - -const memory = new Memory(); +import { stagehandActTool, stagehandObserveTool, stagehandExtractTool, stagehandNavigateTool } from '../tools'; export const webAgent = new Agent({ name: 'Web Assistant', @@ -26,6 +23,5 @@ export const webAgent = new Agent({ Use the stagehandExtractTool to extract data from webpages. `, model: openai('gpt-4o'), - tools: { stagehandActTool, stagehandObserveTool, stagehandExtractTool }, - memory: memory + tools: { stagehandActTool, stagehandObserveTool, stagehandExtractTool, stagehandNavigateTool }, }); diff --git a/examples/integrations/mastra/src/mastra/index.ts b/examples/integrations/mastra/src/mastra/index.ts index ec2afa0..2e61710 100644 --- a/examples/integrations/mastra/src/mastra/index.ts +++ b/examples/integrations/mastra/src/mastra/index.ts @@ -1,11 +1,10 @@ import { Mastra } from '@mastra/core/mastra'; -import { createLogger } from '@mastra/core/logger'; - +import { PinoLogger } from '@mastra/loggers'; import { webAgent } from './agents'; export const mastra = new Mastra({ agents: { webAgent }, - logger: createLogger({ + logger: new PinoLogger({ name: 'Mastra', level: 'info', }), From 520ef62b93d055b99ddfd8c5537f6ca9f99dc01b Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 3 Nov 2025 15:03:37 -0800 Subject: [PATCH 25/47] chore(deps):(deps-dev): bump vitest from 2.1.9 to 4.0.6 (#38) Bumps [vitest](https://github.com/vitest-dev/vitest/tree/HEAD/packages/vitest) from 2.1.9 to 4.0.6. - [Release notes](https://github.com/vitest-dev/vitest/releases) - [Commits](https://github.com/vitest-dev/vitest/commits/v4.0.6/packages/vitest) --- updated-dependencies: - dependency-name: vitest dependency-version: 4.0.6 dependency-type: direct:development update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/package.json b/package.json index 61af3b4..0cb4737 100644 --- a/package.json +++ b/package.json @@ -42,7 +42,7 @@ "prettier": "^3.3.3", "typescript": "^5.6.3", "typescript-eslint": "^8.12.2", - "vitest": "^2.1.4" + "vitest": "^4.0.6" }, "pnpm": { "resolutions": { From 176acc063a63e6bc13c24549b8cc58b2bf7d8dee Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Fri, 7 Nov 2025 17:12:39 -0800 Subject: [PATCH 26/47] [integration]: first version of cartesia line form fill integration (#25) * first version of cartesia line form fill integration * remove agent toml * make browser fill actions async * in-prog async browser creation and form fill * adding cartesia deploy to docs + toml file * update integration code to be simplified * update readme for line + config * update to meet google code quality standards * ruff + cartesia line formatting * remove headless options, readme nits, adding image --- examples/integrations/cartesia/.env.example | 10 + examples/integrations/cartesia/.gitignore | 41 ++ examples/integrations/cartesia/README.md | 143 +++++ examples/integrations/cartesia/cartesia.toml | 8 + examples/integrations/cartesia/config.py | 35 ++ examples/integrations/cartesia/config.toml | 1 + .../cartesia/form_filling_node.py | 489 ++++++++++++++++++ examples/integrations/cartesia/main.py | 75 +++ .../integrations/cartesia/requirements.txt | 8 + .../cartesia/stagehand_form_filler.py | 270 ++++++++++ .../cartesia/workflow_diagram.png | Bin 0 -> 60691 bytes 11 files changed, 1080 insertions(+) create mode 100644 examples/integrations/cartesia/.env.example create mode 100644 examples/integrations/cartesia/.gitignore create mode 100644 examples/integrations/cartesia/README.md create mode 100644 examples/integrations/cartesia/cartesia.toml create mode 100644 examples/integrations/cartesia/config.py create mode 100644 examples/integrations/cartesia/config.toml create mode 100644 examples/integrations/cartesia/form_filling_node.py create mode 100644 examples/integrations/cartesia/main.py create mode 100644 examples/integrations/cartesia/requirements.txt create mode 100644 examples/integrations/cartesia/stagehand_form_filler.py create mode 100644 examples/integrations/cartesia/workflow_diagram.png diff --git a/examples/integrations/cartesia/.env.example b/examples/integrations/cartesia/.env.example new file mode 100644 index 0000000..6ce6cdb --- /dev/null +++ b/examples/integrations/cartesia/.env.example @@ -0,0 +1,10 @@ +# Gemini API Key for language model (default) +GEMINI_API_KEY=your_gemini_api_key_here + +# Browserbase API key and Project ID +BROWSERBASE_API_KEY=your_browserbase_api_key_here +BROWSERBASE_PROJECT_ID=your_browserbase_project_id_here + +# Optional: Model configuration +# MODEL_NAME=google/gemini-2.0-flash-exp +# MODEL_API_KEY=your_model_api_key_here \ No newline at end of file diff --git a/examples/integrations/cartesia/.gitignore b/examples/integrations/cartesia/.gitignore new file mode 100644 index 0000000..7d9a412 --- /dev/null +++ b/examples/integrations/cartesia/.gitignore @@ -0,0 +1,41 @@ +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*.pyd +.Python + +# Virtual environments +.env +.venv/ +venv/ +env/ + +virtualenv/ + +# Conda environments +conda-env/ +envs/ +.conda/ +conda-meta/ + +# uv environments (in addition to uv.lock at top) +uv.lock +.python-version + +# Python package managers +poetry.lock +Pipfile.lock +pip-log.txt + +# pyenv +.pyenv/ + +# Distribution / packaging +*.egg-info/ +dist/ +build/ + +# Editor / OS files +.DS_Store + +.cartesia/ \ No newline at end of file diff --git a/examples/integrations/cartesia/README.md b/examples/integrations/cartesia/README.md new file mode 100644 index 0000000..5c34e98 --- /dev/null +++ b/examples/integrations/cartesia/README.md @@ -0,0 +1,143 @@ +# Voice Agent with Real-time Web Form Filling + +This project demonstrates an advanced voice agent that conducts phone questionnaires while automatically filling out web forms in real-time using Stagehand browser automation. + +Here's what the system architecture looks like: + +![Workflow](workflow_diagram.png) + +## Features + +- **Voice Conversations**: Natural voice interactions using Cartesia Line +- **Real-time Form Filling**: Automatically fills web forms as answers are collected +- **Browser Automation**: Uses Stagehand AI to interact with any web form +- **Intelligent Mapping**: AI-powered mapping of voice answers to form fields +- **Async Processing**: Non-blocking form filling maintains conversation flow - form fields are filled in background tasks without delaying voice responses +- **Auto-submission**: Submits forms automatically when complete + +## Architecture + +``` +Voice Call (Cartesia) → Form Filling Node → Records Answer + ↓ + Stagehand Browser API + ↓ + Fills Web Form Field + ↓ + Continues Conversation + ↓ + Submits Form on Completion +``` + +## Getting Started + +First things first, here is what you will need: +- A [Cartesia](https://play.cartesia.ai/agents) account and API key +- A [Gemini API Key](https://aistudio.google.com/apikey) +- A [Browserbase API Key and Project ID](https://www.browserbase.com/overview) + +Make sure to add the API keys in your `.env` file or to the API keys section in your Cartesia account. + +- Required packages: + ```bash + cartesia-line + stagehand>=0.5.4 + google-genai>=1.26.0 + python-dotenv>=1.0.0 + PyYAML>=6.0.0 + loguru>=0.7.0 + aiohttp>=3.12.0 + pydantic>=2.0.0 + ``` + +## Setup + +1. Install dependencies: +```bash +pip install -r requirements.txt +``` + +2. Set up environment variables - create a `.env` file: +```bash +GEMINI_API_KEY=your_gemini_api_key_here +BROWSERBASE_API_KEY=your_browserbase_api_key_here +BROWSERBASE_PROJECT_ID=your_browserbase_project_id_here +``` + +3. Run the agent: +```bash +python main.py +``` + +## Project Structure + +### `main.py` +Entry point for the voice agent. Handles call initialization with `VoiceAgentApp` class and orchestrates the conversation flow with form filling integration. + +### `form_filling_node.py` +ReasoningNode subclass customized for voice-optimized form filling. Integrates Stagehand browser automation and manages async form filling during conversation without blocking the voice flow. Provides status updates and error handling. + +### `stagehand_form_filler.py` +Browser automation manager that handles all web interactions. Opens and controls web forms, maps conversation data to form fields using AI, transforms voice answers to form-compatible formats, and handles form submission. Supports different field types (text, select, checkbox, etc.). + +### `config.py` +System configuration file including system prompts, model IDs, and temperature + +### `config.toml` +Your Cartesia Line agent id. + +## Configuration + +The system can be configured through multiple files: + +- **`config.py`**: System prompts, model IDs (Gemini model selection), hyperparameters, and boolean flags for features +- **`config.toml`** / **YAML files**: Questionnaire structure and questions flow +- **`cartesia.toml`**: Deployment configuration for Cartesia platform (installs dependencies and runs the script) +- **Variables**: + - `FORM_URL`: Target web form to fill + +## Example Flow + +1. User calls the voice agent +2. Agent asks: "What type of voice agent are you building?" +3. User responds: "A customer service agent" +4. System: + - Records the answer + - Opens browser to form (if not already open) + - Fills "Customer Service" in the role selection field + - Takes screenshot for debugging +5. Agent asks next question +6. Process continues until all questions answered +7. Form is automatically submitted + +## Advanced Features + +- **Background Processing**: Form filling happens asynchronously using background tasks - conversation remains smooth and responsive +- **Error Recovery**: Continues conversation even if form filling fails +- **Progress Tracking**: Monitor form completion status +- **Screenshot Debugging**: Captures screenshots after each field +- **Flexible Mapping**: AI interprets answers for different field types + +## Deploying the Agent + +The `cartesia.toml` file defines how your agent will be installed and run when deployed on the Cartesia platform. This file tells the platform to install dependencies from `requirements.txt` and execute `main.py`. + +You can clone this repository and add it to your [agents dashboard](https://play.cartesia.ai/agents) along with your API Keys (set them in the Cartesia Platform's API keys section). + +For detailed deployment instructions, see [how to deploy an agent from the Cartesia Docs](https://docs.cartesia.ai/line/start-building/talk-to-your-first-agent). + +## Testing + +Test with different scenarios: +- Complete questionnaire flow +- Interruptions and corrections +- Various answer formats +- Multi-page forms +- Form validation errors + +## Production Considerations + +- Configure proper error logging +- Add retry logic for form submission +- Implement form validation checks +- Consider rate limiting for API calls \ No newline at end of file diff --git a/examples/integrations/cartesia/cartesia.toml b/examples/integrations/cartesia/cartesia.toml new file mode 100644 index 0000000..979916c --- /dev/null +++ b/examples/integrations/cartesia/cartesia.toml @@ -0,0 +1,8 @@ +[app] +name = "form-filling" + +[build] +cmd = "pip install -r requirements.txt" + +[run] +cmd = "python main.py" diff --git a/examples/integrations/cartesia/config.py b/examples/integrations/cartesia/config.py new file mode 100644 index 0000000..e8b9bc2 --- /dev/null +++ b/examples/integrations/cartesia/config.py @@ -0,0 +1,35 @@ +"""Configuration settings for the voice agent. + +This module contains system prompts, model configurations, and +hyperparameters for the Cartesia voice agent with form filling. +""" + +import os + +DEFAULT_MODEL_ID = os.getenv("MODEL_ID", "gemini-2.5-flash") + +DEFAULT_TEMPERATURE = 0.7 +SYSTEM_PROMPT = """ +### You and your role +You are a friendly assistant conducting a questionnaire. +Be professional but conversational. Confirm answers when appropriate. +If a user's answer is unclear, ask for clarification. +For sensitive information, be especially tactful and professional. + +IMPORTANT: When you receive a clear answer from the user, use the +record_answer tool to record their response. + +### Your tone +When having a conversation, you should: +- Always polite and respectful, even when users are challenging +- Concise and brief but never curt. Keep your responses to 1-2 + sentences and less than 35 words +- When asking a question, be sure to ask in a short and concise manner +- Only ask one question at a time + +If the user is rude, or curses, respond with exceptional politeness +and genuine curiosity. You should always be polite. + +Remember, you're on the phone, so do not use emojis or abbreviations. +Spell out units and dates. +""" diff --git a/examples/integrations/cartesia/config.toml b/examples/integrations/cartesia/config.toml new file mode 100644 index 0000000..2355be8 --- /dev/null +++ b/examples/integrations/cartesia/config.toml @@ -0,0 +1 @@ +agent-id = 'your-agent-id' diff --git a/examples/integrations/cartesia/form_filling_node.py b/examples/integrations/cartesia/form_filling_node.py new file mode 100644 index 0000000..db87a26 --- /dev/null +++ b/examples/integrations/cartesia/form_filling_node.py @@ -0,0 +1,489 @@ +"""Voice agent that fills web forms in real-time using Stagehand. + +This module implements a ReasoningNode subclass that conducts voice +conversations while automatically filling web forms in the background. +The agent uses Stagehand for browser automation and handles async form +filling during conversation without blocking the voice flow. +""" + +import asyncio +from dataclasses import dataclass +from typing import AsyncGenerator, Dict, List, Optional, Union + +from config import DEFAULT_MODEL_ID, DEFAULT_TEMPERATURE +from google.genai import types as gemini_types +from loguru import logger +from pydantic import BaseModel, Field +from stagehand_form_filler import StagehandFormFiller + +from line.events import AgentResponse, EndCall, ToolResult +from line.nodes.conversation_context import ConversationContext +from line.nodes.reasoning import ReasoningNode +from line.tools.system_tools import EndCallArgs, end_call +from line.utils.gemini_utils import convert_messages_to_gemini + + +class RecordFormFieldArgs(BaseModel): + """Arguments for recording a form field""" + + field_name: str = Field(description="The form field being filled") + value: str = Field(description="The value to enter in the field") + + +class RecordFormFieldTool: + """Tool for recording form field values""" + + @staticmethod + def name() -> str: + return "record_form_field" + + @staticmethod + def description() -> str: + return "Record a value for a form field that needs to be filled" + + @staticmethod + def parameters() -> dict: + return RecordFormFieldArgs.model_json_schema() + + @staticmethod + def to_gemini_tool(): + """Convert to Gemini tool format. + + Returns: + A Gemini Tool object with function declarations. + """ + return gemini_types.Tool( + function_declarations=[ + gemini_types.FunctionDeclaration( + name=RecordFormFieldTool.name(), + description=RecordFormFieldTool.description(), + parameters=RecordFormFieldTool.parameters(), + ) + ] + ) + + +@dataclass +class FormQuestion: + """Represents a question to ask the user""" + + field_name: str + question: str + field_type: str = "text" + required: bool = True + + +class FormFillingNode(ReasoningNode): + """Voice agent that fills web forms while conducting conversations. + + This class uses Stagehand to read and fill web forms dynamically, + maintains conversation flow while automating browser actions, and + intelligently extracts form structure and asks relevant questions. + """ + + def __init__( + self, + system_prompt: str, + gemini_client, + form_url: str, + model_id: str = DEFAULT_MODEL_ID, + temperature: float = DEFAULT_TEMPERATURE, + max_context_length: int = 15, + max_output_tokens: int = 1000, + ): + """Initialize the Form Filling node with Stagehand integration. + + Args: + system_prompt: System prompt for the LLM. + gemini_client: Google Gemini client instance. + form_url: URL of the web form to fill. + model_id: Gemini model ID. + temperature: Temperature for generation. + max_context_length: Maximum conversation context length. + max_output_tokens: Maximum tokens for generation. + """ + super().__init__(system_prompt=system_prompt, max_context_length=max_context_length) + + self.client = gemini_client + self.model_id = model_id + self.temperature = temperature + + # Browser automation + self.form_url = form_url + self.stagehand_filler: Optional[StagehandFormFiller] = None + + # Form state + self.collected_data: Dict[str, str] = {} + # Pre-initialize questions so conversation can start immediately + self.questions: List[FormQuestion] = self._create_questions() + self.current_question_index = 0 + + # Browser initialization + self.browser_init_task = None + self.browser_initializing = False + + # Enhanced prompt for form filling + enhanced_prompt = ( + system_prompt + + """ + + You are conducting a voice conversation to help fill out a web + form. As you collect information, it's being entered into an + actual online form in real-time. Ask natural questions to gather + the required information. Use the record_form_field tool to save + each piece of information. Keep the conversation friendly and + natural. + """ + ) + + # Generation config + self.generation_config = gemini_types.GenerateContentConfig( + system_instruction=enhanced_prompt, + temperature=self.temperature, + tools=[RecordFormFieldTool.to_gemini_tool()], + max_output_tokens=max_output_tokens, + thinking_config=gemini_types.ThinkingConfig(thinking_budget=0), + ) + + logger.info(f"FormFillingNode initialized for form: {form_url}") + + # Track if form was submitted + self.form_submitted = False + + async def cleanup_and_submit(self) -> None: + """Ensure form is submitted and cleanup when call ends. + + Returns: + None. + """ + # Submit form if we have any data and haven't submitted yet + if not self.form_submitted and self.collected_data and self.stagehand_filler: + logger.info("Call ending - auto-submitting form with collected data") + try: + await self._submit_form() + except Exception as e: + logger.error(f"Error during cleanup submission: {e}") + + # Clean up browser + if self.stagehand_filler: + await self.stagehand_filler.cleanup() + + async def _initialize_browser(self) -> None: + """Initialize browser and extract form fields. + + Returns: + None. + """ + # Prevent multiple initializations + if self.browser_initializing or self.stagehand_filler: + logger.info("Browser already initializing or initialized, skipping") + return + + self.browser_initializing = True + try: + logger.info("Initializing browser and analyzing form") + self.stagehand_filler = StagehandFormFiller(form_url=self.form_url) + await self.stagehand_filler.initialize() + + logger.info("Browser ready, form can now be filled") + + except Exception as e: + logger.error(f"Failed to initialize browser: {e}") + self.browser_initializing = False + raise + finally: + self.browser_initializing = False + + def _create_questions(self) -> List[FormQuestion]: + """Create questions for the form. + + Returns: + A list of FormQuestion objects to ask the user. + """ + # Define questions for the form fields we know about + # This matches form at https://forms.fillout.com/t/34ccsqafUFus + form_questions = [ + FormQuestion( + field_name="full_name", question="What is your full name?", field_type="text", required=True + ), + FormQuestion( + field_name="email", question="What is your email address?", field_type="email", required=True + ), + FormQuestion( + field_name="phone", question="What is your phone number?", field_type="phone", required=False + ), + FormQuestion( + field_name="work_eligibility", + question="Are you legally eligible to work in this country?", + field_type="radio", + required=True, + ), + FormQuestion( + field_name="availability_type", + question=("What's your availability - temporary, part-time, or full-time?"), + field_type="radio", + required=True, + ), + FormQuestion( + field_name="role_selection", + question=( + "Which role are you applying for? We have openings " + "for Sales Manager, IT Support, Recruiting, " + "Software Engineer, or Marketing Specialist." + ), + field_type="checkbox", + required=True, + ), + FormQuestion( + field_name="previous_experience", + question="Have you worked in a similar role before?", + field_type="radio", + required=True, + ), + FormQuestion( + field_name="skills_experience", + question=( + "What relevant skills and experience do you have " + "that make you a strong candidate for this position?" + ), + field_type="textarea", + required=True, + ), + FormQuestion( + field_name="additional_info", + question=("Is there anything else you'd like to tell us about yourself?"), + field_type="textarea", + required=False, + ), + ] + + return form_questions + + async def _fill_form_field_async(self, field_name: str, value: str) -> None: + """Fill a form field asynchronously in background (non-blocking). + + Args: + field_name: The name of the form field to fill. + value: The value to enter in the field. + """ + try: + # Wait for browser initialization if needed + if self.browser_init_task: + logger.info(f"Waiting for browser to initialize before filling {field_name}") + await self.browser_init_task + + logger.info(f"Filling field '{field_name}' with: {value} in background") + # Use StagehandFormFiller's fill_field method which + # handles the mapping + success = await self.stagehand_filler.fill_field(field_name, value) + + if success: + logger.info(f"Successfully filled field: {field_name} in browser") + else: + logger.warning(f"Failed to fill field: {field_name}") + + except Exception as e: + logger.error(f"Error filling field {field_name}: {e}") + raise # Re-raise so background task can catch it + + async def _submit_form(self) -> bool: + """Submit the completed form. + + Returns: + True if submission succeeded, False otherwise. + """ + # Wait for browser initialization if needed + if self.browser_init_task and not self.stagehand_filler: + logger.info("Waiting for browser to initialize before submitting form") + await self.browser_init_task + + if not self.stagehand_filler: + return False + + try: + logger.info("Submitting web form with collected data") + logger.info(f"Data collected: {self.collected_data}") + + # Ensure StagehandFormFiller has all collected data + # (it should already have it from fill_field calls, + # but ensure consistency) + self.stagehand_filler.collected_data.update(self.collected_data) + + # Use StagehandFormFiller's submit_form method which now + # uses collected_data + success = await self.stagehand_filler.submit_form() + + if success: + logger.info("Form submitted successfully!") + return True + else: + logger.warning("Form submission may have failed") + return False + + except Exception as e: + logger.error(f"Error submitting form: {e}") + return False + + def get_current_question(self) -> Optional[FormQuestion]: + """Get the current question to ask. + + Returns: + The current FormQuestion or None if all questions answered. + """ + if self.current_question_index < len(self.questions): + return self.questions[self.current_question_index] + return None + + async def process_context( + self, context: ConversationContext + ) -> AsyncGenerator[Union[AgentResponse, EndCall], None]: + """Process conversation context with real-time form filling. + + Args: + context: The conversation context with events. + + Yields: + AgentResponse: Text responses to the user. + EndCall: Call termination when form is complete. + """ + # Initialize browser on first call (non-blocking) + if not self.browser_init_task and not self.stagehand_filler: + self.browser_init_task = asyncio.create_task(self._initialize_browser()) + logger.info("Browser initialization started in background") + + # Get current question after initialization + current_question = self.get_current_question() + question_name = current_question.field_name if current_question else "None" + logger.info(f"Current question: {question_name}") + logger.info(f"Question index: {self.current_question_index}/{len(self.questions)}") + logger.info(f"Events count: {len(context.events)}") + + # Check latest event to determine what to do + latest_event = context.events[-1] if context.events else None + is_agent_response = isinstance(latest_event, AgentResponse) if latest_event else False + + # Handle initial greeting - speak first when conversation starts + if not context.events: + logger.info("Starting conversation - Agent speaks first") + initial_greeting = ( + "Hello! I'm here to help you fill out an application " + "form today. I'll ask you a series of questions and " + "fill in the form as we go. Ready to get started?" + ) + yield AgentResponse(content=initial_greeting) + return + + # If last event was our greeting, and user responded, ask + # first question + if len(context.events) == 2 and not is_agent_response and self.current_question_index == 0: + user_message = context.get_latest_user_transcript_message() + if user_message and current_question: + logger.info(f"User ready to start: '{user_message}'") + logger.info(f"Asking first question: {current_question.field_name}") + yield AgentResponse(content=f"Great! Let's begin. {current_question.question}") + return + + # Check if all questions have been answered + # Only submit if we've actually collected data + if not current_question and self.current_question_index > 0 and len(self.collected_data) > 0: + # All questions answered - submit the form + logger.info(f"All {self.current_question_index} questions answered") + logger.info(f"Collected data for {len(self.collected_data)} fields") + + submission_success = await self._submit_form() + self.form_submitted = True + + if submission_success: + goodbye = "Perfect! I've submitted your application. Thank you!" + else: + goodbye = "Thank you for providing all the information. Your responses have been recorded." + + # Clean up + await self.cleanup_and_submit() + + # End call + args = EndCallArgs(goodbye_message=goodbye) + async for item in end_call(args): + yield item + return + + # Guard against no questions or empty state + if not current_question and self.current_question_index == 0: + logger.warning("No questions available or not properly initialized") + return + + # Process user response + messages = convert_messages_to_gemini(context.events, text_events_only=True) + + # Add context about current question + question_context = f""" + + Current form field: {current_question.field_name} + Question: {current_question.question} + + Listen to the user's response and use the record_form_field + tool to save it. Then acknowledge their answer naturally. + """ + + enhanced_config = gemini_types.GenerateContentConfig( + system_instruction=(self.generation_config.system_instruction + question_context), + temperature=self.temperature, + tools=[RecordFormFieldTool.to_gemini_tool()], + max_output_tokens=self.generation_config.max_output_tokens, + thinking_config=gemini_types.ThinkingConfig(thinking_budget=0), + ) + + # Get user's latest message + user_message = context.get_latest_user_transcript_message() + if user_message: + logger.info(f'User response: "{user_message}"') + + # Stream Gemini response + full_response = "" + stream = await self.client.aio.models.generate_content_stream( + model=self.model_id, + contents=messages, + config=enhanced_config, + ) + + async for msg in stream: + if msg.text: + full_response += msg.text + yield AgentResponse(content=msg.text) + + if msg.function_calls: + for function_call in msg.function_calls: + if function_call.name == RecordFormFieldTool.name(): + field_name = function_call.args.get("field_name", current_question.field_name) + value = function_call.args.get("value", "") + + logger.info(f"Recording: {field_name} = {value}") + + # Store data first + self.collected_data[field_name] = value + # Fill the form field asynchronously in background + # (non-blocking) + asyncio.create_task(self._fill_form_field_async(field_name, value)) + # Log the collected data + logger.info(f"Collected: {field_name}={value}") + # Move to next question immediately + # (don't wait for form filling) + self.current_question_index += 1 + + # Clear context + self.clear_context() + + # Get next question + next_question = self.get_current_question() + if next_question: + yield AgentResponse(content=f"Great! {next_question.question}") + + # Yield tool result immediately + yield ToolResult( + tool_name="record_form_field", + tool_args={"field_name": field_name, "value": value}, + result=f"Recorded: {field_name}={value}", + ) + + if full_response: + logger.info(f'Agent response: "{full_response}"') diff --git a/examples/integrations/cartesia/main.py b/examples/integrations/cartesia/main.py new file mode 100644 index 0000000..95b465f --- /dev/null +++ b/examples/integrations/cartesia/main.py @@ -0,0 +1,75 @@ +"""Cartesia Line Voice Agent with real-time web form filling. + +This module implements a voice agent that conducts phone questionnaires +while automatically filling out web forms in real-time using Stagehand +browser automation. +""" + +import os + +from config import SYSTEM_PROMPT +from form_filling_node import FormFillingNode +from google import genai + +from line import Bridge, CallRequest, VoiceAgentApp, VoiceAgentSystem +from line.events import UserStartedSpeaking, UserStoppedSpeaking, UserTranscriptionReceived + +# Target form URL - the actual web form to fill +FORM_URL = "https://forms.fillout.com/t/rff6XZTSApus" + +# Initialize Gemini client +gemini_client = genai.Client(api_key=os.getenv("GEMINI_API_KEY")) + + +async def handle_new_call(system: VoiceAgentSystem, call_request: CallRequest) -> None: + """Handle incoming voice calls with real-time web form filling. + + This agent will: + 1. Conduct a voice conversation to gather information + 2. Open and fill an actual web form in the background + 3. Submit the form when the conversation is complete + + Args: + system: The voice agent system instance. + call_request: The incoming call request. + """ + + # Create form filling node with browser automation + form_node = FormFillingNode( + system_prompt=SYSTEM_PROMPT, gemini_client=gemini_client, form_url=FORM_URL + ) + + # Set up bridge for event handling + form_bridge = Bridge(form_node) + system.with_speaking_node(form_node, bridge=form_bridge) + + # Connect transcription events + form_bridge.on(UserTranscriptionReceived).map(form_node.add_event) + + # Handle interruptions and streaming + ( + form_bridge.on(UserStoppedSpeaking) + .interrupt_on(UserStartedSpeaking, handler=form_node.on_interrupt_generate) + .stream(form_node.generate) + .broadcast() + ) + + # Start the system + await system.start() + + # Wait for call to end + await system.wait_for_shutdown() + + # Ensure form is submitted when call ends + await form_node.cleanup_and_submit() + + +# Create the voice agent application +app = VoiceAgentApp(handle_new_call) + +if __name__ == "__main__": + print("Starting Voice Agent with Web Form Automation") + print(f"Will fill form at: {FORM_URL}") + print("Ready to receive calls...") + print("Form filling happens invisibly while processing voice calls.\n") + app.run() diff --git a/examples/integrations/cartesia/requirements.txt b/examples/integrations/cartesia/requirements.txt new file mode 100644 index 0000000..25b3aa7 --- /dev/null +++ b/examples/integrations/cartesia/requirements.txt @@ -0,0 +1,8 @@ +cartesia-line +aiohttp>=3.12.0 +google-genai>=1.26.0; python_version>='3.9' +loguru>=0.7.0 +python-dotenv>=1.0.0 +PyYAML>=6.0.0 +stagehand>=0.5.4 +pydantic>=2.0.0 diff --git a/examples/integrations/cartesia/stagehand_form_filler.py b/examples/integrations/cartesia/stagehand_form_filler.py new file mode 100644 index 0000000..2b3f20c --- /dev/null +++ b/examples/integrations/cartesia/stagehand_form_filler.py @@ -0,0 +1,270 @@ +"""Browser automation for filling web forms during voice conversations. + +This module provides the StagehandFormFiller class which manages browser +automation for filling forms using Stagehand. It handles form field +mapping, field filling, and form submission. +""" + +import asyncio +from dataclasses import dataclass +from enum import Enum +import os +from typing import Dict, List, Optional + +from loguru import logger +from stagehand import Stagehand, StagehandConfig + + +class FieldType(Enum): + TEXT = "text" + EMAIL = "email" + PHONE = "phone" + SELECT = "select" + RADIO = "radio" + CHECKBOX = "checkbox" + TEXTAREA = "textarea" + + +@dataclass +class FormField: + """Represents a form field with its metadata""" + + field_id: str + field_type: FieldType + label: str + required: bool = False + options: Optional[List[str]] = None + + +class FormFieldMapping: + """Maps conversation questions to actual form fields""" + + def __init__(self): + self.field_mappings = { + "full_name": FormField( + field_id="full_name", + field_type=FieldType.TEXT, + label="What is your full name?", + required=True, + ), + "email": FormField( + field_id="email", + field_type=FieldType.EMAIL, + label="What is your email address?", + required=True, + ), + "phone": FormField( + field_id="phone", + field_type=FieldType.PHONE, + label="What is your phone number?", + required=False, + ), + "work_eligibility": FormField( + field_id="work_eligibility", + field_type=FieldType.RADIO, + label="Are you legally eligible to work in this country?", + options=["Yes", "No"], + required=True, + ), + "availability_type": FormField( + field_id="availability", + field_type=FieldType.RADIO, + label="What's your availability?", + options=["Temporary", "Part-time", "Full-time"], + required=True, + ), + "additional_info": FormField( + field_id="additional_info", + field_type=FieldType.TEXTAREA, + label="Anything else you'd like to let us know about you?", + required=False, + ), + "role_selection": FormField( + field_id="role_selection", + field_type=FieldType.CHECKBOX, + label="Which of these roles are you applying for?", + options=[ + "Sales manager", + "IT Support", + "Recruiting", + "Software engineer", + "Marketing specialist", + ], + required=True, + ), + "previous_experience": FormField( + field_id="previous_experience", + field_type=FieldType.RADIO, + label=("Have you worked in a role similar to this one in the past?"), + options=["Yes", "No"], + required=True, + ), + "skills_experience": FormField( + field_id="skills_experience", + field_type=FieldType.TEXTAREA, + label=( + "What relevant skills and experience do you have " + "that make you a strong candidate for this position?" + ), + required=True, + ), + } + + def get_form_field(self, question_id: str) -> Optional[FormField]: + """Get the form field mapping for a question ID. + + Args: + question_id: The question identifier. + + Returns: + The FormField object or None if not found. + """ + return self.field_mappings.get(question_id) + + +class StagehandFormFiller: + """Manages browser automation for filling forms using Stagehand""" + + def __init__(self, form_url: str): + self.form_url = form_url + self.stagehand: Optional[Stagehand] = None + self.page = None + self.is_initialized = False + self.field_mapper = FormFieldMapping() + self.collected_data: Dict[str, str] = {} + + async def initialize(self) -> None: + """Initialize Stagehand and open the form. + + Returns: + None. + """ + if self.is_initialized: + return + + try: + logger.info("Initializing Stagehand browser automation") + + # Configure Stagehand + config = StagehandConfig( + env="BROWSERBASE", + # Fast model for form filling + model_name="google/gemini-2.0-flash-exp", + model_api_key=os.getenv("GEMINI_API_KEY"), + ) + + self.stagehand = Stagehand(config) + await self.stagehand.init() + + self.page = self.stagehand.page + + # Navigate to form + logger.info(f"Opening form: {self.form_url}") + await self.page.goto(self.form_url) + + # Wait for form to load + await asyncio.sleep(2) + + self.is_initialized = True + logger.info("Browser automation initialized successfully") + + except Exception as e: + logger.error(f"Failed to initialize Stagehand: {e}") + raise + + async def fill_field(self, question_id: str, answer: str) -> bool: + """Fill a specific form field based on the question ID and answer. + + Args: + question_id: The question identifier. + answer: The answer value to fill. + + Returns: + True if field was filled successfully, False otherwise. + """ + if not self.is_initialized: + # Initialize asynchronously without blocking + init_task = asyncio.create_task(self.initialize()) + await init_task + + try: + # Get field mapping + field = self.field_mapper.get_form_field(question_id) + if not field: + logger.warning(f"No field mapping found for question: {question_id}") + return False + + # Store and use the answer directly + answer = answer.strip() + self.collected_data[question_id] = answer + + logger.info(f"Async filling field '{field.label}' with: {answer}") + + # Create async task for the actual field filling + fill_action = None + + # Use Stagehand's natural language API to fill the field + if field.field_type in [FieldType.TEXT, FieldType.EMAIL, FieldType.PHONE]: + fill_action = self.page.act(f"Fill in the '{field.label}' field with: {answer}") + + elif field.field_type == FieldType.TEXTAREA: + fill_action = self.page.act(f"Type in the '{field.label}' text area: {answer}") + + elif field.field_type in [FieldType.SELECT, FieldType.RADIO]: + fill_action = self.page.act(f"Select '{answer}' for the '{field.label}' field") + + elif field.field_type == FieldType.CHECKBOX: + # For role selection, check the specific role checkbox + if question_id == "role_selection": + fill_action = self.page.act(f"Check the '{answer}' checkbox") + else: + # For other checkboxes, check/uncheck based on answer + if answer.lower() in ["yes", "true"]: + fill_action = self.page.act(f"Check the '{field.label}' checkbox") + else: + fill_action = self.page.act(f"Uncheck the '{field.label}' checkbox") + + # Execute the fill action asynchronously + if fill_action: + await fill_action + + return True + + except Exception as e: + logger.error(f"Error filling field {question_id}: {e}") + return False + + async def submit_form(self) -> bool: + """Submit the completed form. + + Returns: + True if form was submitted successfully, False otherwise. + """ + try: + logger.info("Submitting the form") + logger.info(f"Form has {len(self.collected_data)} fields filled") + + await self.page.act("Find and click the Submit button to submit the form") + + # Wait for submission to process + await asyncio.sleep(1) + + logger.info("Form submitted successfully!") + return True + + except Exception as e: + logger.error(f"Error submitting form: {e}") + return False + + async def cleanup(self) -> None: + """Clean up browser resources. + + Returns: + None. + """ + if self.stagehand or self.page: + try: + await self.stagehand.close() + logger.info("Browser closed") + except Exception as e: + logger.error(f"Error closing browser: {e}") diff --git a/examples/integrations/cartesia/workflow_diagram.png 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notes](https://github.com/DefinitelyTyped/DefinitelyTyped/releases) - [Commits](https://github.com/DefinitelyTyped/DefinitelyTyped/commits/HEAD/types/node) --- updated-dependencies: - dependency-name: "@types/node" dependency-version: 25.0.9 dependency-type: direct:development update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/package.json b/package.json index 0cb4737..4103cf9 100644 --- a/package.json +++ b/package.json @@ -34,7 +34,7 @@ "license": "MIT", "devDependencies": { "@eslint/js": "^9.14.0", - "@types/node": "^24.3.1", + "@types/node": "^25.0.9", "eslint": "^9.14.0", "eslint-config-prettier": "^10.1.8", "eslint-plugin-prettier": "^5.2.1", From 656531a844a9fa009dbb60b0237608f819ac773a Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Tue, 27 Jan 2026 18:36:17 -0800 Subject: [PATCH 28/47] [Integration]: adding n8n Node (#12) * v0 of n8n nodes * working version of stagehand browserbase nodes * adjust to ux guidelines * update to use http API version of community node * properly pipe session id into the nodes * consolidate to single agentic node * Release 1.0.0 * update icon filepath * Release 1.0.1 * update node to abide by UX guidelines --- examples/integrations/n8n/.gitignore | 14 + examples/integrations/n8n/.prettierrc.js | 51 + examples/integrations/n8n/CHANGELOG.md | 44 + examples/integrations/n8n/README.md | 155 + .../credentials/BrowserbaseApi.credentials.ts | 67 + examples/integrations/n8n/eslint.config.mjs | 3 + .../integrations/n8n/icons/browserbase.svg | 11 + .../nodes/Browserbase/Browserbase.node.json | 18 + .../n8n/nodes/Browserbase/Browserbase.node.ts | 670 ++ examples/integrations/n8n/package-lock.json | 8906 +++++++++++++++++ examples/integrations/n8n/package.json | 51 + examples/integrations/n8n/tsconfig.json | 25 + examples/integrations/n8n/workflows/ci.yml | 28 + 13 files changed, 10043 insertions(+) create mode 100644 examples/integrations/n8n/.gitignore create mode 100644 examples/integrations/n8n/.prettierrc.js create mode 100644 examples/integrations/n8n/CHANGELOG.md create mode 100644 examples/integrations/n8n/README.md create mode 100644 examples/integrations/n8n/credentials/BrowserbaseApi.credentials.ts create mode 100644 examples/integrations/n8n/eslint.config.mjs create mode 100644 examples/integrations/n8n/icons/browserbase.svg create mode 100644 examples/integrations/n8n/nodes/Browserbase/Browserbase.node.json create mode 100644 examples/integrations/n8n/nodes/Browserbase/Browserbase.node.ts create mode 100644 examples/integrations/n8n/package-lock.json create mode 100644 examples/integrations/n8n/package.json create mode 100644 examples/integrations/n8n/tsconfig.json create mode 100644 examples/integrations/n8n/workflows/ci.yml diff --git a/examples/integrations/n8n/.gitignore b/examples/integrations/n8n/.gitignore new file mode 100644 index 0000000..75d8cd0 --- /dev/null +++ b/examples/integrations/n8n/.gitignore @@ -0,0 +1,14 @@ +# Environment variables +.env +.env.local +.env.development.local +.env.test.local +.env.production.local + +# Node modules +/node_modules + +# Docker +docker-compose.yml +Dockerfile +.dockerignore \ No newline at end of file diff --git a/examples/integrations/n8n/.prettierrc.js b/examples/integrations/n8n/.prettierrc.js new file mode 100644 index 0000000..ebf28d8 --- /dev/null +++ b/examples/integrations/n8n/.prettierrc.js @@ -0,0 +1,51 @@ +module.exports = { + /** + * https://prettier.io/docs/en/options.html#semicolons + */ + semi: true, + + /** + * https://prettier.io/docs/en/options.html#trailing-commas + */ + trailingComma: 'all', + + /** + * https://prettier.io/docs/en/options.html#bracket-spacing + */ + bracketSpacing: true, + + /** + * https://prettier.io/docs/en/options.html#tabs + */ + useTabs: true, + + /** + * https://prettier.io/docs/en/options.html#tab-width + */ + tabWidth: 2, + + /** + * https://prettier.io/docs/en/options.html#arrow-function-parentheses + */ + arrowParens: 'always', + + /** + * https://prettier.io/docs/en/options.html#quotes + */ + singleQuote: true, + + /** + * https://prettier.io/docs/en/options.html#quote-props + */ + quoteProps: 'as-needed', + + /** + * https://prettier.io/docs/en/options.html#end-of-line + */ + endOfLine: 'lf', + + /** + * https://prettier.io/docs/en/options.html#print-width + */ + printWidth: 100, +}; diff --git a/examples/integrations/n8n/CHANGELOG.md b/examples/integrations/n8n/CHANGELOG.md new file mode 100644 index 0000000..acf06e8 --- /dev/null +++ b/examples/integrations/n8n/CHANGELOG.md @@ -0,0 +1,44 @@ +### Changelog + +All notable changes to this project will be documented in this file. Dates are displayed in UTC. + +Generated by [`auto-changelog`](https://github.com/CookPete/auto-changelog). + +#### [1.0.1](https://github.com/browserbase/integrations/compare/1.0.0...1.0.1) + +- update icon filepath [`6badfd5`](https://github.com/browserbase/integrations/commit/6badfd59e30d3e768a0318e45069a26654baf127) + +#### 1.0.0 + +> 24 January 2026 + +- chore(deps):(deps-dev): bump @types/node from 24.10.9 to 25.0.9 [`#43`](https://github.com/browserbase/integrations/pull/43) +- [integration]: first version of cartesia line form fill integration [`#25`](https://github.com/browserbase/integrations/pull/25) +- chore(deps):(deps-dev): bump vitest from 2.1.9 to 4.0.6 [`#38`](https://github.com/browserbase/integrations/pull/38) +- fix: update mastra integration tools and versioning [`#36`](https://github.com/browserbase/integrations/pull/36) +- [GRO-227]: add python version of integration to mongodb [`#22`](https://github.com/browserbase/integrations/pull/22) +- chore(deps):(deps-dev): bump eslint-config-prettier from 9.1.2 to 10.1.8 [`#27`](https://github.com/browserbase/integrations/pull/27) +- chore: Add Claude Code GitHub Workflow [`#32`](https://github.com/browserbase/integrations/pull/32) +- chore(deps):(deps-dev): bump @types/node from 22.18.1 to 24.3.1 [`#31`](https://github.com/browserbase/integrations/pull/31) +- chore(deps):(deps-dev): bump globals from 15.15.0 to 16.3.0 [`#30`](https://github.com/browserbase/integrations/pull/30) +- [GRO-257] flags for advanced stealth and proxies, set default model [`#23`](https://github.com/browserbase/integrations/pull/23) +- working with the latest version of browser-use [`#21`](https://github.com/browserbase/integrations/pull/21) +- [Integration]: Temporal x Stagehand [`#11`](https://github.com/browserbase/integrations/pull/11) +- fix stagehand crew ai example code + add requirements file [`#19`](https://github.com/browserbase/integrations/pull/19) +- browser-use deps + env example [`#18`](https://github.com/browserbase/integrations/pull/18) +- [Fix]: Fix Next and Python CVEs [`#17`](https://github.com/browserbase/integrations/pull/17) +- trigger.dev integration [`#15`](https://github.com/browserbase/integrations/pull/15) +- add node and python readmes for stripe [`#14`](https://github.com/browserbase/integrations/pull/14) +- Initial commit [`#13`](https://github.com/browserbase/integrations/pull/13) +- [Fix]: Fix CVEs [`#9`](https://github.com/browserbase/integrations/pull/9) +- portia integration [`#8`](https://github.com/browserbase/integrations/pull/8) +- adding mastra integration + docs [`#10`](https://github.com/browserbase/integrations/pull/10) +- [Integration]: add agno to integrations [`#6`](https://github.com/browserbase/integrations/pull/6) +- added langchain and crew ai stagehand integrations [`#5`](https://github.com/browserbase/integrations/pull/5) +- add mongodb integration [`#2`](https://github.com/browserbase/integrations/pull/2) +- added braintrust and agentkit readmes [`#1`](https://github.com/browserbase/integrations/pull/1) +- Initial commit [`#4`](https://github.com/browserbase/integrations/pull/4) +- Bump h11 in /examples/integrations/crewai/crewai-tutorial [`#3`](https://github.com/browserbase/integrations/pull/3) +- init [`33922e8`](https://github.com/browserbase/integrations/commit/33922e83e0b8bfb66b8924a194cd549467085d24) +- update to use http API version of community node [`1ee8e52`](https://github.com/browserbase/integrations/commit/1ee8e52e18c1a5e561867f7cd23aaaf98e368564) +- v0 of n8n nodes [`5330f95`](https://github.com/browserbase/integrations/commit/5330f95772bb2d1174cd870679960521cf4141cd) diff --git a/examples/integrations/n8n/README.md b/examples/integrations/n8n/README.md new file mode 100644 index 0000000..78c733d --- /dev/null +++ b/examples/integrations/n8n/README.md @@ -0,0 +1,155 @@ +# n8n-nodes-browserbase + +This is an n8n community node that lets you automate browsers using [Browserbase](https://browserbase.com) powered by [Stagehand](https://stagehand.dev) in your n8n workflows. + +[n8n](https://n8n.io/) is a [fair-code licensed](https://docs.n8n.io/sustainable-use-license/) workflow automation platform. + +## Installation + +Follow the [installation guide](https://docs.n8n.io/integrations/community-nodes/installation/) in the n8n community nodes documentation. + +## Development / Testing with Docker + +```bash +# Install dependencies +npm install + +# Build the node +npm run build + +# Run n8n with your node in Docker +docker-compose up --build + +# Open http://localhost:5678 and search for "Browserbase" node +``` + +To rebuild after changes: +```bash +npm run build && docker-compose up --build +``` + +## How It Works + +The Browserbase Agent node is a single, self-contained node that: +1. Creates a browser session +2. Navigates to your starting URL +3. Executes an AI agent to complete your task +4. Closes the session automatically + +Just provide a URL and an instruction - the node handles everything else. + +## Configuration + +### Required Fields + +| Field | Description | +|-------|-------------| +| **Starting URL** | The page where the agent begins (e.g., `https://example.com`) | +| **Instruction** | Natural language task for the agent to complete | + +### Driver Model + +The driver model powers the browser session (navigation, DOM interactions). Choose from: + +- `google/gemini-2.5-flash` (Recommended - fast & cheap) +- `google/gemini-2.5-pro` +- `openai/gpt-4o` +- `openai/gpt-4o-mini` +- `anthropic/claude-sonnet-4-5-20250929` + +### Agent Mode + +| Mode | Description | Best For | +|------|-------------|----------| +| **CUA** | Computer Use Agent - uses vision and coordinates | Complex UIs, visual interactions | +| **DOM** | Uses DOM selectors - works with any LLM | Speed, simple pages | +| **Hybrid** | Combines both approaches | Fallback reliability | + +### Agent Models + +Models available depend on the selected mode: + +**CUA Mode:** +- `google/gemini-2.5-computer-use-preview-10-2025` +- `openai/computer-use-preview` +- `anthropic/claude-sonnet-4-20250514` +- `anthropic/claude-sonnet-4-5-20250929` +- `anthropic/claude-haiku-4-5-20251001` + +**DOM Mode:** +- `google/gemini-2.5-flash` +- `google/gemini-2.5-pro` +- `openai/gpt-4o` +- `openai/gpt-4o-mini` +- `anthropic/claude-sonnet-4-5-20250929` + +**Hybrid Mode:** +- `google/gemini-3-flash-preview` +- `anthropic/claude-sonnet-4-20250514` +- `anthropic/claude-haiku-4-5-20251001` + +## Credentials + +You need three credentials: + +| Credential | Description | +|------------|-------------| +| **Browserbase API Key** | Your Browserbase API key | +| **Browserbase Project ID** | Your Browserbase project ID | +| **Model API Key** | API key for your chosen model provider | + +> **Important:** The Model API Key must match the provider of your models. If using Google models, provide a Google API key. If using OpenAI, provide an OpenAI key. + +### Getting Credentials + +1. Sign up at [Browserbase](https://browserbase.com) +2. Navigate to your dashboard for API key and Project ID +3. Get an API key from your model provider: + - [Google AI Studio](https://aistudio.google.com/apikey) + - [OpenAI](https://platform.openai.com/api-keys) + - [Anthropic](https://console.anthropic.com/) + +## Example Usage + +**Simple extraction:** +- URL: `https://news.ycombinator.com` +- Instruction: `Find the top 3 stories and return their titles and URLs` + +**Form filling:** +- URL: `https://example.com/contact` +- Instruction: `Fill out the contact form with name "John Doe" and email "john@example.com", then submit` + +**Navigation + action:** +- URL: `https://github.com` +- Instruction: `Search for "stagehand" and click on the first repository result` + +## Output + +The node returns an `AgentResult` object: + +```json +{ + "success": true, + "message": "Task completed successfully", + "actions": [ + { "type": "act", "action": "clicked submit button" } + ], + "completed": true, + "usage": { + "input_tokens": 1250, + "output_tokens": 340, + "inference_time_ms": 2500 + }, + "sessionId": "abc-123" +} +``` + +## Compatibility + +Compatible with n8n@1.60.0 or later + +## Resources + +- [n8n community nodes documentation](https://docs.n8n.io/integrations/#community-nodes) +- [Browserbase Documentation](https://docs.browserbase.com) +- [Stagehand Documentation](https://docs.stagehand.dev) diff --git a/examples/integrations/n8n/credentials/BrowserbaseApi.credentials.ts b/examples/integrations/n8n/credentials/BrowserbaseApi.credentials.ts new file mode 100644 index 0000000..7b2d895 --- /dev/null +++ b/examples/integrations/n8n/credentials/BrowserbaseApi.credentials.ts @@ -0,0 +1,67 @@ +import type { + IAuthenticateGeneric, + ICredentialTestRequest, + ICredentialType, + INodeProperties, +} from 'n8n-workflow'; + +export class BrowserbaseApi implements ICredentialType { + name = 'browserbaseApi'; + + displayName = 'Browserbase API'; + + documentationUrl = 'https://docs.browserbase.com'; + + icon = 'file:../icons/browserbase.svg' as const; + + properties: INodeProperties[] = [ + { + displayName: 'Browserbase API Key', + name: 'browserbaseApiKey', + type: 'string', + typeOptions: { password: true }, + default: '', + required: true, + description: 'Your Browserbase API key', + }, + { + displayName: 'Browserbase Project ID', + name: 'browserbaseProjectId', + type: 'string', + default: '', + required: true, + description: 'Your Browserbase project ID', + }, + { + displayName: 'Model API Key', + name: 'modelApiKey', + type: 'string', + typeOptions: { password: true }, + default: '', + required: true, + description: 'API key for the AI model (e.g., Gemini API key)', + }, + ]; + + authenticate: IAuthenticateGeneric = { + type: 'generic', + properties: { + headers: { + 'x-bb-api-key': '={{$credentials.browserbaseApiKey}}', + 'x-bb-project-id': '={{$credentials.browserbaseProjectId}}', + 'x-model-api-key': '={{$credentials.modelApiKey}}', + }, + }, + }; + + test: ICredentialTestRequest = { + request: { + baseURL: 'https://api.stagehand.browserbase.com', + url: '/v1/sessions/start', + method: 'POST', + body: { + modelName: 'openai/gpt-4o', + }, + }, + }; +} diff --git a/examples/integrations/n8n/eslint.config.mjs b/examples/integrations/n8n/eslint.config.mjs new file mode 100644 index 0000000..ad811a0 --- /dev/null +++ b/examples/integrations/n8n/eslint.config.mjs @@ -0,0 +1,3 @@ +import { config } from '@n8n/node-cli/eslint'; + +export default config; diff --git a/examples/integrations/n8n/icons/browserbase.svg b/examples/integrations/n8n/icons/browserbase.svg new file mode 100644 index 0000000..e10699d --- /dev/null +++ b/examples/integrations/n8n/icons/browserbase.svg @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/integrations/n8n/nodes/Browserbase/Browserbase.node.json b/examples/integrations/n8n/nodes/Browserbase/Browserbase.node.json new file mode 100644 index 0000000..2302421 --- /dev/null +++ b/examples/integrations/n8n/nodes/Browserbase/Browserbase.node.json @@ -0,0 +1,18 @@ +{ + "node": "n8n-nodes-browserbase.browserbase", + "nodeVersion": "1.0", + "codexVersion": "1.0", + "categories": ["Development", "Developer Tools"], + "subcategories": { + "Development": ["Browser Automation"] + }, + "resources": { + "primaryDocumentation": [ + { + "url": "https://docs.browserbase.com" + } + ] + }, + "alias": ["browser", "automation", "web", "scrape", "ai agent", "stagehand"], + "n8nNodesApiVersion": 1 +} diff --git a/examples/integrations/n8n/nodes/Browserbase/Browserbase.node.ts b/examples/integrations/n8n/nodes/Browserbase/Browserbase.node.ts new file mode 100644 index 0000000..b4880bc --- /dev/null +++ b/examples/integrations/n8n/nodes/Browserbase/Browserbase.node.ts @@ -0,0 +1,670 @@ +import { + NodeConnectionTypes, + type IExecuteFunctions, + type INodeExecutionData, + type INodeType, + type INodeTypeDescription, + type IHttpRequestMethods, + NodeOperationError, +} from 'n8n-workflow'; + +const BASE_URL = 'https://api.stagehand.browserbase.com'; + +export class Browserbase implements INodeType { + description: INodeTypeDescription = { + displayName: 'Browserbase Agent', + name: 'browserbase', + icon: 'file:../../icons/browserbase.svg', + group: ['transform'], + version: 2, + subtitle: '={{$parameter["operation"] + ": " + $parameter["mode"]}}', + description: + 'AI-powered browser automation. Provide a URL and instruction, get results. Supports CUA (vision), DOM (selectors), and Hybrid modes.', + defaults: { + name: 'Browserbase Agent', + }, + inputs: [NodeConnectionTypes.Main], + outputs: [NodeConnectionTypes.Main], + usableAsTool: true, + credentials: [ + { + name: 'browserbaseApi', + required: true, + }, + ], + properties: [ + // Resource + { + displayName: 'Resource', + name: 'resource', + type: 'options', + noDataExpression: true, + options: [ + { + name: 'Agent', + value: 'agent', + }, + ], + default: 'agent', + }, + // Operation + { + displayName: 'Operation', + name: 'operation', + type: 'options', + noDataExpression: true, + displayOptions: { + show: { + resource: ['agent'], + }, + }, + options: [ + { + name: 'Execute', + value: 'execute', + description: 'Execute an AI agent to perform browser automation tasks', + action: 'Execute an agent', + }, + ], + default: 'execute', + }, + // Notice about modes + { + displayName: 'Mode Info', + name: 'modeNotice', + type: 'notice', + default: '', + displayOptions: { + show: { + resource: ['agent'], + operation: ['execute'], + }, + }, + description: + 'CUA uses vision/coordinates (best for complex UIs). DOM uses selectors (faster, any LLM). Hybrid combines both.', + }, + // Primary fields + { + displayName: 'Starting URL', + name: 'url', + type: 'string', + default: '', + required: true, + placeholder: 'e.g. https://example.com', + description: 'The starting page URL for the agent', + displayOptions: { + show: { + resource: ['agent'], + operation: ['execute'], + }, + }, + }, + { + displayName: 'Instruction', + name: 'instruction', + type: 'string', + typeOptions: { + rows: 4, + }, + default: '', + required: true, + placeholder: 'e.g. Find the pricing page and extract all plan names and prices', + description: 'The task for the agent to complete', + displayOptions: { + show: { + resource: ['agent'], + operation: ['execute'], + }, + }, + }, + // Notice about models + { + displayName: 'Model Info', + name: 'modelNotice', + type: 'notice', + default: '', + displayOptions: { + show: { + resource: ['agent'], + operation: ['execute'], + }, + }, + description: + 'Driver Model is used for the actual primitive operations. Agent Model is used for orchestration. For now pick both models from the same provider.', + }, + // Driver Model for session start + { + displayName: 'Driver Model', + name: 'driverModel', + type: 'options', + displayOptions: { + show: { + resource: ['agent'], + operation: ['execute'], + }, + }, + options: [ + { + name: 'Claude Sonnet 4.5 (Anthropic)', + value: 'anthropic/claude-sonnet-4-5-20250929', + }, + { + name: 'Gemini 2.5 Flash (Google) - Recommended', + value: 'google/gemini-2.5-flash', + }, + { + name: 'Gemini 2.5 Pro (Google)', + value: 'google/gemini-2.5-pro', + }, + { + name: 'GPT-4o (OpenAI)', + value: 'openai/gpt-4o', + }, + { + name: 'GPT-4o Mini (OpenAI)', + value: 'openai/gpt-4o-mini', + }, + ], + default: 'google/gemini-2.5-flash', + description: 'Model for browser session (DOM-based, used for navigation)', + }, + // Mode selection + { + displayName: 'Mode', + name: 'mode', + type: 'options', + displayOptions: { + show: { + resource: ['agent'], + operation: ['execute'], + }, + }, + options: [ + { + name: 'CUA (Computer Use Agent)', + value: 'cua', + description: + 'Uses vision and coordinates. Works with CUA-specific models.', + }, + { + name: 'DOM', + value: 'dom', + description: 'Uses DOM selectors. Works with any LLM. Faster.', + }, + { + name: 'Hybrid (Experimental)', + value: 'hybrid', + description: + 'Combines vision and DOM. Requires specific models.', + }, + ], + default: 'cua', + description: 'Agent mode determines how the agent interacts with pages', + }, + // CUA Models + { + displayName: 'Agent Model', + name: 'modelCua', + type: 'options', + displayOptions: { + show: { + resource: ['agent'], + operation: ['execute'], + mode: ['cua'], + }, + }, + options: [ + { + name: 'Claude Haiku 4.5 (Anthropic) - Fastest', + value: 'anthropic/claude-haiku-4-5-20251001', + }, + { + name: 'Claude Sonnet 4 (Anthropic)', + value: 'anthropic/claude-sonnet-4-20250514', + }, + { + name: 'Claude Sonnet 4.5 (Anthropic)', + value: 'anthropic/claude-sonnet-4-5-20250929', + }, + { + name: 'Computer Use Preview (OpenAI)', + value: 'openai/computer-use-preview', + }, + { + name: 'Gemini 2.5 CUA (Google) - Recommended', + value: 'google/gemini-2.5-computer-use-preview-10-2025', + }, + ], + default: 'google/gemini-2.5-computer-use-preview-10-2025', + description: 'CUA model for vision-based browser control', + }, + // DOM Models + { + displayName: 'Agent Model', + name: 'modelDom', + type: 'options', + displayOptions: { + show: { + resource: ['agent'], + operation: ['execute'], + mode: ['dom'], + }, + }, + options: [ + { + name: 'Claude Sonnet 4.5 (Anthropic)', + value: 'anthropic/claude-sonnet-4-5-20250929', + }, + { + name: 'Gemini 2.5 Flash (Google) - Fast & Cheap', + value: 'google/gemini-2.5-flash', + }, + { + name: 'Gemini 2.5 Pro (Google) - Most Capable', + value: 'google/gemini-2.5-pro', + }, + { + name: 'GPT-4o (OpenAI)', + value: 'openai/gpt-4o', + }, + { + name: 'GPT-4o Mini (OpenAI) - Budget', + value: 'openai/gpt-4o-mini', + }, + ], + default: 'google/gemini-2.5-flash', + description: 'LLM for DOM-based browser control', + }, + // Hybrid Models + { + displayName: 'Agent Model', + name: 'modelHybrid', + type: 'options', + displayOptions: { + show: { + resource: ['agent'], + operation: ['execute'], + mode: ['hybrid'], + }, + }, + options: [ + { + name: 'Gemini 3 Flash (Google) - Recommended', + value: 'google/gemini-3-flash-preview', + }, + { + name: 'Claude Sonnet 4 (Anthropic)', + value: 'anthropic/claude-sonnet-4-20250514', + }, + { + name: 'Claude Haiku 4.5 (Anthropic)', + value: 'anthropic/claude-haiku-4-5-20251001', + }, + ], + default: 'google/gemini-3-flash-preview', + description: 'Model for hybrid mode (must support coordinate actions)', + }, + // Options collection (combines agent options) + { + displayName: 'Options', + name: 'options', + type: 'collection', + placeholder: 'Add Option', + default: {}, + displayOptions: { + show: { + resource: ['agent'], + operation: ['execute'], + }, + }, + options: [ + { + displayName: 'Highlight Cursor', + name: 'highlightCursor', + type: 'boolean', + default: true, + description: + 'Whether to highlight the cursor during execution (CUA/Hybrid only)', + }, + { + displayName: 'Max Steps', + name: 'maxSteps', + type: 'number', + default: 20, + description: 'Maximum number of steps the agent can take', + }, + { + displayName: 'System Prompt', + name: 'systemPrompt', + type: 'string', + typeOptions: { + rows: 4, + }, + default: '', + placeholder: 'e.g. You are a helpful assistant that extracts data from websites', + description: 'Custom system prompt for the agent', + }, + ], + }, + // Browser Options + { + displayName: 'Browser Options', + name: 'browserOptions', + type: 'collection', + placeholder: 'Add Option', + default: {}, + displayOptions: { + show: { + resource: ['agent'], + operation: ['execute'], + }, + }, + options: [ + { + displayName: 'Advanced Stealth', + name: 'advancedStealth', + type: 'boolean', + default: false, + description: 'Whether to enable advanced stealth mode to avoid bot detection', + }, + { + displayName: 'Block Ads', + name: 'blockAds', + type: 'boolean', + default: true, + description: 'Whether to block ads during browsing', + }, + { + displayName: 'Record Session', + name: 'recordSession', + type: 'boolean', + default: true, + description: 'Whether to record the browser session for replay', + }, + { + displayName: 'Solve Captchas', + name: 'solveCaptchas', + type: 'boolean', + default: false, + description: 'Whether to automatically solve captchas encountered during execution', + }, + { + displayName: 'Viewport Height', + name: 'viewportHeight', + type: 'number', + default: 711, + description: 'Browser viewport height in pixels (711 recommended for CUA)', + }, + { + displayName: 'Viewport Width', + name: 'viewportWidth', + type: 'number', + default: 1288, + description: 'Browser viewport width in pixels (1288 recommended for CUA)', + }, + ], + }, + // Session Options + { + displayName: 'Session Options', + name: 'sessionOptions', + type: 'collection', + placeholder: 'Add Option', + default: {}, + displayOptions: { + show: { + resource: ['agent'], + operation: ['execute'], + }, + }, + options: [ + { + displayName: 'Region', + name: 'region', + type: 'options', + options: [ + { name: 'AP South 1', value: 'ap-south-1' }, + { name: 'EU West 1', value: 'eu-west-1' }, + { name: 'US East 1', value: 'us-east-1' }, + { name: 'US West 2', value: 'us-west-2' }, + ], + default: 'us-west-2', + description: 'The region where the browser session will run', + }, + { + displayName: 'Timeout', + name: 'timeout', + type: 'number', + default: 300, + description: 'Session timeout in seconds', + }, + { + displayName: 'Use Proxies', + name: 'proxies', + type: 'boolean', + default: true, + description: 'Whether to route traffic through proxies', + }, + ], + }, + ], + }; + + async execute(this: IExecuteFunctions): Promise { + const items = this.getInputData(); + const returnData: INodeExecutionData[] = []; + + for (let i = 0; i < items.length; i++) { + try { + // Get parameters + let url = this.getNodeParameter('url', i) as string; + // Ensure URL has protocol + if (url && !url.startsWith('http://') && !url.startsWith('https://')) { + url = `https://${url}`; + } + const instruction = this.getNodeParameter('instruction', i) as string; + const driverModel = this.getNodeParameter('driverModel', i) as string; + const mode = this.getNodeParameter('mode', i) as string; + + // Get agent model based on mode + let agentModel: string; + if (mode === 'cua') { + agentModel = this.getNodeParameter('modelCua', i) as string; + } else if (mode === 'dom') { + agentModel = this.getNodeParameter('modelDom', i) as string; + } else { + agentModel = this.getNodeParameter('modelHybrid', i) as string; + } + + const options = this.getNodeParameter('options', i, {}) as { + maxSteps?: number; + systemPrompt?: string; + highlightCursor?: boolean; + }; + const browserOptions = this.getNodeParameter( + 'browserOptions', + i, + {}, + ) as { + recordSession?: boolean; + solveCaptchas?: boolean; + blockAds?: boolean; + advancedStealth?: boolean; + viewportWidth?: number; + viewportHeight?: number; + }; + const sessionOptions = this.getNodeParameter( + 'sessionOptions', + i, + {}, + ) as { + region?: string; + timeout?: number; + proxies?: boolean; + }; + + // Get credentials + const credentials = await this.getCredentials('browserbaseApi'); + const headers = { + Accept: 'application/json', + 'Content-Type': 'application/json', + 'x-bb-api-key': credentials.browserbaseApiKey as string, + 'x-bb-project-id': credentials.browserbaseProjectId as string, + 'x-model-api-key': credentials.modelApiKey as string, + }; + + // Helper function to make API calls + const apiCall = async ( + method: IHttpRequestMethods, + endpoint: string, + body?: object, + ) => { + const fullUrl = `${BASE_URL}${endpoint}`; + + try { + const response = await this.helpers.httpRequest({ + method, + url: fullUrl, + headers, + body, + json: true, + }); + return response; + } catch (error: unknown) { + const err = error as { response?: { data?: unknown }; message?: string }; + throw err; + } + }; + + let sessionId: string | undefined; + + try { + // 1. Start session + const startBody: Record = { + modelName: driverModel, + apiKey: credentials.modelApiKey as string, + browserbaseSessionCreateParams: { + browserSettings: { + recordSession: browserOptions.recordSession ?? true, + solveCaptchas: browserOptions.solveCaptchas ?? false, + blockAds: browserOptions.blockAds ?? true, + advancedStealth: browserOptions.advancedStealth ?? false, + viewport: { + width: browserOptions.viewportWidth ?? 1288, + height: browserOptions.viewportHeight ?? 711, + }, + }, + region: sessionOptions.region ?? 'us-west-2', + timeout: sessionOptions.timeout ?? 300, + proxies: sessionOptions.proxies ?? true, + }, + }; + + const startResponse = await apiCall( + 'POST', + '/v1/sessions/start', + startBody, + ); + sessionId = + startResponse.data?.sessionId ?? + startResponse.sessionId ?? + startResponse.id; + + if (!sessionId) { + throw new NodeOperationError( + this.getNode(), + 'Failed to get session ID from start response', + ); + } + + // 2. Navigate to URL + await apiCall('POST', `/v1/sessions/${sessionId}/navigate`, { + url, + options: { + waitUntil: 'domcontentloaded', + }, + }); + + // 3. Execute agent + const provider = agentModel.split('/')[0]; + + const executeBody: Record = { + agentConfig: { + provider, + model: + { + modelName: agentModel, + apiKey: credentials.modelApiKey as string + }, + cua: mode === 'cua' || mode === 'hybrid', + }, + executeOptions: { + instruction, + maxSteps: options.maxSteps ?? 20, + }, + }; + + if (options.systemPrompt) { + (executeBody.agentConfig as Record).systemPrompt = + options.systemPrompt; + } + + if ( + (mode === 'cua' || mode === 'hybrid') && + options.highlightCursor !== false + ) { + (executeBody.executeOptions as Record).highlightCursor = + options.highlightCursor ?? true; + } + + const executeResponse = await apiCall( + 'POST', + `/v1/sessions/${sessionId}/agentExecute`, + executeBody, + ); + + // 4. End session + await apiCall('POST', `/v1/sessions/${sessionId}/end`, {}); + + // Return agent result + const result = executeResponse.data?.result ?? executeResponse; + returnData.push({ + json: { + success: result.success ?? true, + message: result.message ?? 'Task completed', + actions: result.actions ?? [], + completed: result.completed ?? true, + usage: result.usage ?? {}, + sessionId, + }, + pairedItem: { item: i }, + }); + } catch (error) { + // Try to end session if it was created + if (sessionId) { + try { + await apiCall('POST', `/v1/sessions/${sessionId}/end`, {}); + } catch { + // Ignore cleanup errors + } + } + throw error; + } + } catch (error) { + if (this.continueOnFail()) { + returnData.push({ + json: { + success: false, + error: error instanceof Error ? error.message : String(error), + }, + pairedItem: { item: i }, + }); + continue; + } + throw error; + } + } + + return [returnData]; + } +} diff --git a/examples/integrations/n8n/package-lock.json b/examples/integrations/n8n/package-lock.json new file mode 100644 index 0000000..ec201b3 --- /dev/null +++ b/examples/integrations/n8n/package-lock.json @@ -0,0 +1,8906 @@ +{ + "name": "n8n-nodes-browserbase", + "version": "1.0.1", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": 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"sha512-idA2YXwpCdqUSKRCACDE6ItZD9TZzy3OZMtpfLoh6oPR47lipysRrJfjzMqFxQ3uJuUPyUeWe1r9vLH33xO/Qw==", + "license": "MIT", + "peer": true, + "funding": { + "url": "https://github.com/sponsors/colinhacks" + } + } + } +} diff --git a/examples/integrations/n8n/package.json b/examples/integrations/n8n/package.json new file mode 100644 index 0000000..f459c52 --- /dev/null +++ b/examples/integrations/n8n/package.json @@ -0,0 +1,51 @@ +{ + "name": "n8n-nodes-browserbase", + "version": "1.0.1", + "description": "n8n community node for Browserbase", + "license": "MIT", + "homepage": "", + "keywords": [ + "n8n-community-node-package" + ], + "author": { + "name": "Browserbase", + "email": "support@browserbase.com" + }, + "repository": { + "type": "git", + "url": "https://github.com/browserbase/integrations/tree/main/examples/integrations/n8n" + }, + "scripts": { + "build": "n8n-node build", + "build:watch": "tsc --watch", + "dev": "n8n-node dev", + "lint": "n8n-node lint", + "lint:fix": "n8n-node lint --fix", + "release": "n8n-node release", + "prepublishOnly": "n8n-node prerelease" + }, + "files": [ + "dist" + ], + "n8n": { + "n8nNodesApiVersion": 1, + "strict": true, + "credentials": [ + "dist/credentials/BrowserbaseApi.credentials.js" + ], + "nodes": [ + "dist/nodes/Browserbase/Browserbase.node.js" + ] + }, + "devDependencies": { + "@n8n/node-cli": "*", + "better-sqlite3": "^12.6.2", + "eslint": "9.32.0", + "prettier": "3.6.2", + "release-it": "^19.0.4", + "typescript": "5.9.2" + }, + "peerDependencies": { + "n8n-workflow": "*" + } +} diff --git a/examples/integrations/n8n/tsconfig.json b/examples/integrations/n8n/tsconfig.json new file mode 100644 index 0000000..b73660f --- /dev/null +++ b/examples/integrations/n8n/tsconfig.json @@ -0,0 +1,25 @@ +{ + "compilerOptions": { + "strict": true, + "module": "commonjs", + "moduleResolution": "node", + "target": "es2019", + "lib": ["es2019", "es2020", "es2022.error"], + "removeComments": true, + "useUnknownInCatchVariables": false, + "forceConsistentCasingInFileNames": true, + "noImplicitAny": true, + "noImplicitReturns": true, + "noUnusedLocals": true, + "strictNullChecks": true, + "preserveConstEnums": true, + "esModuleInterop": true, + "resolveJsonModule": true, + "incremental": true, + "declaration": true, + "sourceMap": true, + "skipLibCheck": true, + "outDir": "./dist/" + }, + "include": ["credentials/**/*", "nodes/**/*", "nodes/**/*.json", "package.json"] +} diff --git a/examples/integrations/n8n/workflows/ci.yml b/examples/integrations/n8n/workflows/ci.yml new file mode 100644 index 0000000..7cab9aa --- /dev/null +++ b/examples/integrations/n8n/workflows/ci.yml @@ -0,0 +1,28 @@ +name: CI + +on: + pull_request: + push: + branches: + - main + +jobs: + build: + runs-on: ubuntu-latest + + steps: + - uses: actions/checkout@v4 + + - name: Use Node.js + uses: actions/setup-node@v4 + with: + node-version: '22' + + - name: Install dependencies + run: 'npm ci' + + - name: Run lint + run: 'npm run lint' + + - name: Run build + run: 'npm run build' From 20192367472e1df3d4553e0b98175935bf3e652e Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 24 Mar 2026 12:42:37 -0700 Subject: [PATCH 29/47] chore(deps):(deps-dev): bump typescript from 5.9.3 to 6.0.2 (#55) Bumps [typescript](https://github.com/microsoft/TypeScript) from 5.9.3 to 6.0.2. - [Release notes](https://github.com/microsoft/TypeScript/releases) - [Commits](https://github.com/microsoft/TypeScript/compare/v5.9.3...v6.0.2) --- updated-dependencies: - dependency-name: typescript dependency-version: 6.0.2 dependency-type: direct:development update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/package.json b/package.json index 4103cf9..72c99f5 100644 --- a/package.json +++ b/package.json @@ -40,7 +40,7 @@ "eslint-plugin-prettier": "^5.2.1", "globals": "^16.3.0", "prettier": "^3.3.3", - "typescript": "^5.6.3", + "typescript": "^6.0.2", "typescript-eslint": "^8.12.2", "vitest": "^4.0.6" }, From d3fa71b8b6c97c52a0be88510e5401b1b8c62000 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 24 Mar 2026 12:42:56 -0700 Subject: [PATCH 30/47] chore(deps):(deps-dev): bump eslint from 9.39.4 to 10.1.0 (#54) Bumps [eslint](https://github.com/eslint/eslint) from 9.39.4 to 10.1.0. - [Release notes](https://github.com/eslint/eslint/releases) - [Commits](https://github.com/eslint/eslint/compare/v9.39.4...v10.1.0) --- updated-dependencies: - dependency-name: eslint dependency-version: 10.1.0 dependency-type: direct:development update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/package.json b/package.json index 72c99f5..91d17c9 100644 --- a/package.json +++ b/package.json @@ -35,7 +35,7 @@ "devDependencies": { "@eslint/js": "^9.14.0", "@types/node": "^25.0.9", - "eslint": "^9.14.0", + "eslint": "^10.1.0", "eslint-config-prettier": "^10.1.8", "eslint-plugin-prettier": "^5.2.1", "globals": "^16.3.0", From 7aeb8f5cc602c5f7ab079050e59e1f3fd26aa11d Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Thu, 2 Apr 2026 02:06:39 -0700 Subject: [PATCH 31/47] chore: adding n8n node repo as a submodule (#56) * chore: remove n8n integration files (replacing with submodule) Made-with: Cursor * chore: add n8n-node repo as git submodule Made-with: Cursor * remove n8n node from integrations --- examples/integrations/n8n/.gitignore | 14 - examples/integrations/n8n/.prettierrc.js | 51 - examples/integrations/n8n/CHANGELOG.md | 44 - examples/integrations/n8n/README.md | 155 - .../credentials/BrowserbaseApi.credentials.ts | 67 - examples/integrations/n8n/eslint.config.mjs | 3 - .../integrations/n8n/icons/browserbase.svg | 11 - .../nodes/Browserbase/Browserbase.node.json | 18 - .../n8n/nodes/Browserbase/Browserbase.node.ts | 670 -- examples/integrations/n8n/package-lock.json | 8906 ----------------- examples/integrations/n8n/package.json | 51 - examples/integrations/n8n/tsconfig.json | 25 - examples/integrations/n8n/workflows/ci.yml | 28 - 13 files changed, 10043 deletions(-) delete mode 100644 examples/integrations/n8n/.gitignore delete mode 100644 examples/integrations/n8n/.prettierrc.js delete mode 100644 examples/integrations/n8n/CHANGELOG.md delete mode 100644 examples/integrations/n8n/README.md delete mode 100644 examples/integrations/n8n/credentials/BrowserbaseApi.credentials.ts delete mode 100644 examples/integrations/n8n/eslint.config.mjs delete mode 100644 examples/integrations/n8n/icons/browserbase.svg delete mode 100644 examples/integrations/n8n/nodes/Browserbase/Browserbase.node.json delete mode 100644 examples/integrations/n8n/nodes/Browserbase/Browserbase.node.ts delete mode 100644 examples/integrations/n8n/package-lock.json delete mode 100644 examples/integrations/n8n/package.json delete mode 100644 examples/integrations/n8n/tsconfig.json delete mode 100644 examples/integrations/n8n/workflows/ci.yml diff --git a/examples/integrations/n8n/.gitignore b/examples/integrations/n8n/.gitignore deleted file mode 100644 index 75d8cd0..0000000 --- a/examples/integrations/n8n/.gitignore +++ /dev/null @@ -1,14 +0,0 @@ -# Environment variables -.env -.env.local -.env.development.local -.env.test.local -.env.production.local - -# Node modules -/node_modules - -# Docker -docker-compose.yml -Dockerfile -.dockerignore \ No newline at end of file diff --git a/examples/integrations/n8n/.prettierrc.js b/examples/integrations/n8n/.prettierrc.js deleted file mode 100644 index ebf28d8..0000000 --- a/examples/integrations/n8n/.prettierrc.js +++ /dev/null @@ -1,51 +0,0 @@ -module.exports = { - /** - * https://prettier.io/docs/en/options.html#semicolons - */ - semi: true, - - /** - * https://prettier.io/docs/en/options.html#trailing-commas - */ - trailingComma: 'all', - - /** - * https://prettier.io/docs/en/options.html#bracket-spacing - */ - bracketSpacing: true, - - /** - * https://prettier.io/docs/en/options.html#tabs - */ - useTabs: true, - - /** - * https://prettier.io/docs/en/options.html#tab-width - */ - tabWidth: 2, - - /** - * https://prettier.io/docs/en/options.html#arrow-function-parentheses - */ - arrowParens: 'always', - - /** - * https://prettier.io/docs/en/options.html#quotes - */ - singleQuote: true, - - /** - * https://prettier.io/docs/en/options.html#quote-props - */ - quoteProps: 'as-needed', - - /** - * https://prettier.io/docs/en/options.html#end-of-line - */ - endOfLine: 'lf', - - /** - * https://prettier.io/docs/en/options.html#print-width - */ - printWidth: 100, -}; diff --git a/examples/integrations/n8n/CHANGELOG.md b/examples/integrations/n8n/CHANGELOG.md deleted file mode 100644 index acf06e8..0000000 --- a/examples/integrations/n8n/CHANGELOG.md +++ /dev/null @@ -1,44 +0,0 @@ -### Changelog - -All notable changes to this project will be documented in this file. Dates are displayed in UTC. - -Generated by [`auto-changelog`](https://github.com/CookPete/auto-changelog). - -#### [1.0.1](https://github.com/browserbase/integrations/compare/1.0.0...1.0.1) - -- update icon filepath [`6badfd5`](https://github.com/browserbase/integrations/commit/6badfd59e30d3e768a0318e45069a26654baf127) - -#### 1.0.0 - -> 24 January 2026 - -- chore(deps):(deps-dev): bump @types/node from 24.10.9 to 25.0.9 [`#43`](https://github.com/browserbase/integrations/pull/43) -- [integration]: first version of cartesia line form fill integration [`#25`](https://github.com/browserbase/integrations/pull/25) -- chore(deps):(deps-dev): bump vitest from 2.1.9 to 4.0.6 [`#38`](https://github.com/browserbase/integrations/pull/38) -- fix: update mastra integration tools and versioning [`#36`](https://github.com/browserbase/integrations/pull/36) -- [GRO-227]: add python version of integration to mongodb [`#22`](https://github.com/browserbase/integrations/pull/22) -- chore(deps):(deps-dev): bump eslint-config-prettier from 9.1.2 to 10.1.8 [`#27`](https://github.com/browserbase/integrations/pull/27) -- chore: Add Claude Code GitHub Workflow [`#32`](https://github.com/browserbase/integrations/pull/32) -- chore(deps):(deps-dev): bump @types/node from 22.18.1 to 24.3.1 [`#31`](https://github.com/browserbase/integrations/pull/31) -- chore(deps):(deps-dev): bump globals from 15.15.0 to 16.3.0 [`#30`](https://github.com/browserbase/integrations/pull/30) -- [GRO-257] flags for advanced stealth and proxies, set default model [`#23`](https://github.com/browserbase/integrations/pull/23) -- working with the latest version of browser-use [`#21`](https://github.com/browserbase/integrations/pull/21) -- [Integration]: Temporal x Stagehand [`#11`](https://github.com/browserbase/integrations/pull/11) -- fix stagehand crew ai example code + add requirements file [`#19`](https://github.com/browserbase/integrations/pull/19) -- browser-use deps + env example [`#18`](https://github.com/browserbase/integrations/pull/18) -- [Fix]: Fix Next and Python CVEs [`#17`](https://github.com/browserbase/integrations/pull/17) -- trigger.dev integration [`#15`](https://github.com/browserbase/integrations/pull/15) -- add node and python readmes for stripe [`#14`](https://github.com/browserbase/integrations/pull/14) -- Initial commit [`#13`](https://github.com/browserbase/integrations/pull/13) -- [Fix]: Fix CVEs [`#9`](https://github.com/browserbase/integrations/pull/9) -- portia integration [`#8`](https://github.com/browserbase/integrations/pull/8) -- adding mastra integration + docs [`#10`](https://github.com/browserbase/integrations/pull/10) -- [Integration]: add agno to integrations [`#6`](https://github.com/browserbase/integrations/pull/6) -- added langchain and crew ai stagehand integrations [`#5`](https://github.com/browserbase/integrations/pull/5) -- add mongodb integration [`#2`](https://github.com/browserbase/integrations/pull/2) -- added braintrust and agentkit readmes [`#1`](https://github.com/browserbase/integrations/pull/1) -- Initial commit [`#4`](https://github.com/browserbase/integrations/pull/4) -- Bump h11 in /examples/integrations/crewai/crewai-tutorial [`#3`](https://github.com/browserbase/integrations/pull/3) -- init [`33922e8`](https://github.com/browserbase/integrations/commit/33922e83e0b8bfb66b8924a194cd549467085d24) -- update to use http API version of community node [`1ee8e52`](https://github.com/browserbase/integrations/commit/1ee8e52e18c1a5e561867f7cd23aaaf98e368564) -- v0 of n8n nodes [`5330f95`](https://github.com/browserbase/integrations/commit/5330f95772bb2d1174cd870679960521cf4141cd) diff --git a/examples/integrations/n8n/README.md b/examples/integrations/n8n/README.md deleted file mode 100644 index 78c733d..0000000 --- a/examples/integrations/n8n/README.md +++ /dev/null @@ -1,155 +0,0 @@ -# n8n-nodes-browserbase - -This is an n8n community node that lets you automate browsers using [Browserbase](https://browserbase.com) powered by [Stagehand](https://stagehand.dev) in your n8n workflows. - -[n8n](https://n8n.io/) is a [fair-code licensed](https://docs.n8n.io/sustainable-use-license/) workflow automation platform. - -## Installation - -Follow the [installation guide](https://docs.n8n.io/integrations/community-nodes/installation/) in the n8n community nodes documentation. - -## Development / Testing with Docker - -```bash -# Install dependencies -npm install - -# Build the node -npm run build - -# Run n8n with your node in Docker -docker-compose up --build - -# Open http://localhost:5678 and search for "Browserbase" node -``` - -To rebuild after changes: -```bash -npm run build && docker-compose up --build -``` - -## How It Works - -The Browserbase Agent node is a single, self-contained node that: -1. Creates a browser session -2. Navigates to your starting URL -3. Executes an AI agent to complete your task -4. Closes the session automatically - -Just provide a URL and an instruction - the node handles everything else. - -## Configuration - -### Required Fields - -| Field | Description | -|-------|-------------| -| **Starting URL** | The page where the agent begins (e.g., `https://example.com`) | -| **Instruction** | Natural language task for the agent to complete | - -### Driver Model - -The driver model powers the browser session (navigation, DOM interactions). Choose from: - -- `google/gemini-2.5-flash` (Recommended - fast & cheap) -- `google/gemini-2.5-pro` -- `openai/gpt-4o` -- `openai/gpt-4o-mini` -- `anthropic/claude-sonnet-4-5-20250929` - -### Agent Mode - -| Mode | Description | Best For | -|------|-------------|----------| -| **CUA** | Computer Use Agent - uses vision and coordinates | Complex UIs, visual interactions | -| **DOM** | Uses DOM selectors - works with any LLM | Speed, simple pages | -| **Hybrid** | Combines both approaches | Fallback reliability | - -### Agent Models - -Models available depend on the selected mode: - -**CUA Mode:** -- `google/gemini-2.5-computer-use-preview-10-2025` -- `openai/computer-use-preview` -- `anthropic/claude-sonnet-4-20250514` -- `anthropic/claude-sonnet-4-5-20250929` -- `anthropic/claude-haiku-4-5-20251001` - -**DOM Mode:** -- `google/gemini-2.5-flash` -- `google/gemini-2.5-pro` -- `openai/gpt-4o` -- `openai/gpt-4o-mini` -- `anthropic/claude-sonnet-4-5-20250929` - -**Hybrid Mode:** -- `google/gemini-3-flash-preview` -- `anthropic/claude-sonnet-4-20250514` -- `anthropic/claude-haiku-4-5-20251001` - -## Credentials - -You need three credentials: - -| Credential | Description | -|------------|-------------| -| **Browserbase API Key** | Your Browserbase API key | -| **Browserbase Project ID** | Your Browserbase project ID | -| **Model API Key** | API key for your chosen model provider | - -> **Important:** The Model API Key must match the provider of your models. If using Google models, provide a Google API key. If using OpenAI, provide an OpenAI key. - -### Getting Credentials - -1. Sign up at [Browserbase](https://browserbase.com) -2. Navigate to your dashboard for API key and Project ID -3. Get an API key from your model provider: - - [Google AI Studio](https://aistudio.google.com/apikey) - - [OpenAI](https://platform.openai.com/api-keys) - - [Anthropic](https://console.anthropic.com/) - -## Example Usage - -**Simple extraction:** -- URL: `https://news.ycombinator.com` -- Instruction: `Find the top 3 stories and return their titles and URLs` - -**Form filling:** -- URL: `https://example.com/contact` -- Instruction: `Fill out the contact form with name "John Doe" and email "john@example.com", then submit` - -**Navigation + action:** -- URL: `https://github.com` -- Instruction: `Search for "stagehand" and click on the first repository result` - -## Output - -The node returns an `AgentResult` object: - -```json -{ - "success": true, - "message": "Task completed successfully", - "actions": [ - { "type": "act", "action": "clicked submit button" } - ], - "completed": true, - "usage": { - "input_tokens": 1250, - "output_tokens": 340, - "inference_time_ms": 2500 - }, - "sessionId": "abc-123" -} -``` - -## Compatibility - -Compatible with n8n@1.60.0 or later - -## Resources - -- [n8n community nodes documentation](https://docs.n8n.io/integrations/#community-nodes) -- [Browserbase Documentation](https://docs.browserbase.com) -- [Stagehand Documentation](https://docs.stagehand.dev) diff --git a/examples/integrations/n8n/credentials/BrowserbaseApi.credentials.ts b/examples/integrations/n8n/credentials/BrowserbaseApi.credentials.ts deleted file mode 100644 index 7b2d895..0000000 --- a/examples/integrations/n8n/credentials/BrowserbaseApi.credentials.ts +++ /dev/null @@ -1,67 +0,0 @@ -import type { - IAuthenticateGeneric, - ICredentialTestRequest, - ICredentialType, - INodeProperties, -} from 'n8n-workflow'; - -export class BrowserbaseApi implements ICredentialType { - name = 'browserbaseApi'; - - displayName = 'Browserbase API'; - - documentationUrl = 'https://docs.browserbase.com'; - - icon = 'file:../icons/browserbase.svg' as const; - - properties: INodeProperties[] = [ - { - displayName: 'Browserbase API Key', - name: 'browserbaseApiKey', - type: 'string', - typeOptions: { password: true }, - default: '', - required: true, - description: 'Your Browserbase API key', - }, - { - displayName: 'Browserbase Project ID', - name: 'browserbaseProjectId', - type: 'string', - default: '', - required: true, - description: 'Your Browserbase project ID', - }, - { - displayName: 'Model API Key', - name: 'modelApiKey', - type: 'string', - typeOptions: { password: true }, - default: '', - required: true, - description: 'API key for the AI model (e.g., Gemini API key)', - }, - ]; - - authenticate: IAuthenticateGeneric = { - type: 'generic', - properties: { - headers: { - 'x-bb-api-key': '={{$credentials.browserbaseApiKey}}', - 'x-bb-project-id': '={{$credentials.browserbaseProjectId}}', - 'x-model-api-key': '={{$credentials.modelApiKey}}', - }, - }, - }; - - test: ICredentialTestRequest = { - request: { - baseURL: 'https://api.stagehand.browserbase.com', - url: '/v1/sessions/start', - method: 'POST', - body: { - modelName: 'openai/gpt-4o', - }, - }, - }; -} diff --git a/examples/integrations/n8n/eslint.config.mjs b/examples/integrations/n8n/eslint.config.mjs deleted file mode 100644 index ad811a0..0000000 --- a/examples/integrations/n8n/eslint.config.mjs +++ /dev/null @@ -1,3 +0,0 @@ -import { config } from '@n8n/node-cli/eslint'; - -export default config; diff --git a/examples/integrations/n8n/icons/browserbase.svg b/examples/integrations/n8n/icons/browserbase.svg deleted file mode 100644 index e10699d..0000000 --- a/examples/integrations/n8n/icons/browserbase.svg +++ /dev/null @@ -1,11 +0,0 @@ - - - - - - - - - - - diff --git a/examples/integrations/n8n/nodes/Browserbase/Browserbase.node.json b/examples/integrations/n8n/nodes/Browserbase/Browserbase.node.json deleted file mode 100644 index 2302421..0000000 --- a/examples/integrations/n8n/nodes/Browserbase/Browserbase.node.json +++ /dev/null @@ -1,18 +0,0 @@ -{ - "node": "n8n-nodes-browserbase.browserbase", - "nodeVersion": "1.0", - "codexVersion": "1.0", - "categories": ["Development", "Developer Tools"], - "subcategories": { - "Development": ["Browser Automation"] - }, - "resources": { - "primaryDocumentation": [ - { - "url": "https://docs.browserbase.com" - } - ] - }, - "alias": ["browser", "automation", "web", "scrape", "ai agent", "stagehand"], - "n8nNodesApiVersion": 1 -} diff --git a/examples/integrations/n8n/nodes/Browserbase/Browserbase.node.ts b/examples/integrations/n8n/nodes/Browserbase/Browserbase.node.ts deleted file mode 100644 index b4880bc..0000000 --- a/examples/integrations/n8n/nodes/Browserbase/Browserbase.node.ts +++ /dev/null @@ -1,670 +0,0 @@ -import { - NodeConnectionTypes, - type IExecuteFunctions, - type INodeExecutionData, - type INodeType, - type INodeTypeDescription, - type IHttpRequestMethods, - NodeOperationError, -} from 'n8n-workflow'; - -const BASE_URL = 'https://api.stagehand.browserbase.com'; - -export class Browserbase implements INodeType { - description: INodeTypeDescription = { - displayName: 'Browserbase Agent', - name: 'browserbase', - icon: 'file:../../icons/browserbase.svg', - group: ['transform'], - version: 2, - subtitle: '={{$parameter["operation"] + ": " + $parameter["mode"]}}', - description: - 'AI-powered browser automation. Provide a URL and instruction, get results. Supports CUA (vision), DOM (selectors), and Hybrid modes.', - defaults: { - name: 'Browserbase Agent', - }, - inputs: [NodeConnectionTypes.Main], - outputs: [NodeConnectionTypes.Main], - usableAsTool: true, - credentials: [ - { - name: 'browserbaseApi', - required: true, - }, - ], - properties: [ - // Resource - { - displayName: 'Resource', - name: 'resource', - type: 'options', - noDataExpression: true, - options: [ - { - name: 'Agent', - value: 'agent', - }, - ], - default: 'agent', - }, - // Operation - { - displayName: 'Operation', - name: 'operation', - type: 'options', - noDataExpression: true, - displayOptions: { - show: { - resource: ['agent'], - }, - }, - options: [ - { - name: 'Execute', - value: 'execute', - description: 'Execute an AI agent to perform browser automation tasks', - action: 'Execute an agent', - }, - ], - default: 'execute', - }, - // Notice about modes - { - displayName: 'Mode Info', - name: 'modeNotice', - type: 'notice', - default: '', - displayOptions: { - show: { - resource: ['agent'], - operation: ['execute'], - }, - }, - description: - 'CUA uses vision/coordinates (best for complex UIs). DOM uses selectors (faster, any LLM). Hybrid combines both.', - }, - // Primary fields - { - displayName: 'Starting URL', - name: 'url', - type: 'string', - default: '', - required: true, - placeholder: 'e.g. https://example.com', - description: 'The starting page URL for the agent', - displayOptions: { - show: { - resource: ['agent'], - operation: ['execute'], - }, - }, - }, - { - displayName: 'Instruction', - name: 'instruction', - type: 'string', - typeOptions: { - rows: 4, - }, - default: '', - required: true, - placeholder: 'e.g. Find the pricing page and extract all plan names and prices', - description: 'The task for the agent to complete', - displayOptions: { - show: { - resource: ['agent'], - operation: ['execute'], - }, - }, - }, - // Notice about models - { - displayName: 'Model Info', - name: 'modelNotice', - type: 'notice', - default: '', - displayOptions: { - show: { - resource: ['agent'], - operation: ['execute'], - }, - }, - description: - 'Driver Model is used for the actual primitive operations. Agent Model is used for orchestration. For now pick both models from the same provider.', - }, - // Driver Model for session start - { - displayName: 'Driver Model', - name: 'driverModel', - type: 'options', - displayOptions: { - show: { - resource: ['agent'], - operation: ['execute'], - }, - }, - options: [ - { - name: 'Claude Sonnet 4.5 (Anthropic)', - value: 'anthropic/claude-sonnet-4-5-20250929', - }, - { - name: 'Gemini 2.5 Flash (Google) - Recommended', - value: 'google/gemini-2.5-flash', - }, - { - name: 'Gemini 2.5 Pro (Google)', - value: 'google/gemini-2.5-pro', - }, - { - name: 'GPT-4o (OpenAI)', - value: 'openai/gpt-4o', - }, - { - name: 'GPT-4o Mini (OpenAI)', - value: 'openai/gpt-4o-mini', - }, - ], - default: 'google/gemini-2.5-flash', - description: 'Model for browser session (DOM-based, used for navigation)', - }, - // Mode selection - { - displayName: 'Mode', - name: 'mode', - type: 'options', - displayOptions: { - show: { - resource: ['agent'], - operation: ['execute'], - }, - }, - options: [ - { - name: 'CUA (Computer Use Agent)', - value: 'cua', - description: - 'Uses vision and coordinates. Works with CUA-specific models.', - }, - { - name: 'DOM', - value: 'dom', - description: 'Uses DOM selectors. Works with any LLM. Faster.', - }, - { - name: 'Hybrid (Experimental)', - value: 'hybrid', - description: - 'Combines vision and DOM. Requires specific models.', - }, - ], - default: 'cua', - description: 'Agent mode determines how the agent interacts with pages', - }, - // CUA Models - { - displayName: 'Agent Model', - name: 'modelCua', - type: 'options', - displayOptions: { - show: { - resource: ['agent'], - operation: ['execute'], - mode: ['cua'], - }, - }, - options: [ - { - name: 'Claude Haiku 4.5 (Anthropic) - Fastest', - value: 'anthropic/claude-haiku-4-5-20251001', - }, - { - name: 'Claude Sonnet 4 (Anthropic)', - value: 'anthropic/claude-sonnet-4-20250514', - }, - { - name: 'Claude Sonnet 4.5 (Anthropic)', - value: 'anthropic/claude-sonnet-4-5-20250929', - }, - { - name: 'Computer Use Preview (OpenAI)', - value: 'openai/computer-use-preview', - }, - { - name: 'Gemini 2.5 CUA (Google) - Recommended', - value: 'google/gemini-2.5-computer-use-preview-10-2025', - }, - ], - default: 'google/gemini-2.5-computer-use-preview-10-2025', - description: 'CUA model for vision-based browser control', - }, - // DOM Models - { - displayName: 'Agent Model', - name: 'modelDom', - type: 'options', - displayOptions: { - show: { - resource: ['agent'], - operation: ['execute'], - mode: ['dom'], - }, - }, - options: [ - { - name: 'Claude Sonnet 4.5 (Anthropic)', - value: 'anthropic/claude-sonnet-4-5-20250929', - }, - { - name: 'Gemini 2.5 Flash (Google) - Fast & Cheap', - value: 'google/gemini-2.5-flash', - }, - { - name: 'Gemini 2.5 Pro (Google) - Most Capable', - value: 'google/gemini-2.5-pro', - }, - { - name: 'GPT-4o (OpenAI)', - value: 'openai/gpt-4o', - }, - { - name: 'GPT-4o Mini (OpenAI) - Budget', - value: 'openai/gpt-4o-mini', - }, - ], - default: 'google/gemini-2.5-flash', - description: 'LLM for DOM-based browser control', - }, - // Hybrid Models - { - displayName: 'Agent Model', - name: 'modelHybrid', - type: 'options', - displayOptions: { - show: { - resource: ['agent'], - operation: ['execute'], - mode: ['hybrid'], - }, - }, - options: [ - { - name: 'Gemini 3 Flash (Google) - Recommended', - value: 'google/gemini-3-flash-preview', - }, - { - name: 'Claude Sonnet 4 (Anthropic)', - value: 'anthropic/claude-sonnet-4-20250514', - }, - { - name: 'Claude Haiku 4.5 (Anthropic)', - value: 'anthropic/claude-haiku-4-5-20251001', - }, - ], - default: 'google/gemini-3-flash-preview', - description: 'Model for hybrid mode (must support coordinate actions)', - }, - // Options collection (combines agent options) - { - displayName: 'Options', - name: 'options', - type: 'collection', - placeholder: 'Add Option', - default: {}, - displayOptions: { - show: { - resource: ['agent'], - operation: ['execute'], - }, - }, - options: [ - { - displayName: 'Highlight Cursor', - name: 'highlightCursor', - type: 'boolean', - default: true, - description: - 'Whether to highlight the cursor during execution (CUA/Hybrid only)', - }, - { - displayName: 'Max Steps', - name: 'maxSteps', - type: 'number', - default: 20, - description: 'Maximum number of steps the agent can take', - }, - { - displayName: 'System Prompt', - name: 'systemPrompt', - type: 'string', - typeOptions: { - rows: 4, - }, - default: '', - placeholder: 'e.g. You are a helpful assistant that extracts data from websites', - description: 'Custom system prompt for the agent', - }, - ], - }, - // Browser Options - { - displayName: 'Browser Options', - name: 'browserOptions', - type: 'collection', - placeholder: 'Add Option', - default: {}, - displayOptions: { - show: { - resource: ['agent'], - operation: ['execute'], - }, - }, - options: [ - { - displayName: 'Advanced Stealth', - name: 'advancedStealth', - type: 'boolean', - default: false, - description: 'Whether to enable advanced stealth mode to avoid bot detection', - }, - { - displayName: 'Block Ads', - name: 'blockAds', - type: 'boolean', - default: true, - description: 'Whether to block ads during browsing', - }, - { - displayName: 'Record Session', - name: 'recordSession', - type: 'boolean', - default: true, - description: 'Whether to record the browser session for replay', - }, - { - displayName: 'Solve Captchas', - name: 'solveCaptchas', - type: 'boolean', - default: false, - description: 'Whether to automatically solve captchas encountered during execution', - }, - { - displayName: 'Viewport Height', - name: 'viewportHeight', - type: 'number', - default: 711, - description: 'Browser viewport height in pixels (711 recommended for CUA)', - }, - { - displayName: 'Viewport Width', - name: 'viewportWidth', - type: 'number', - default: 1288, - description: 'Browser viewport width in pixels (1288 recommended for CUA)', - }, - ], - }, - // Session Options - { - displayName: 'Session Options', - name: 'sessionOptions', - type: 'collection', - placeholder: 'Add Option', - default: {}, - displayOptions: { - show: { - resource: ['agent'], - operation: ['execute'], - }, - }, - options: [ - { - displayName: 'Region', - name: 'region', - type: 'options', - options: [ - { name: 'AP South 1', value: 'ap-south-1' }, - { name: 'EU West 1', value: 'eu-west-1' }, - { name: 'US East 1', value: 'us-east-1' }, - { name: 'US West 2', value: 'us-west-2' }, - ], - default: 'us-west-2', - description: 'The region where the browser session will run', - }, - { - displayName: 'Timeout', - name: 'timeout', - type: 'number', - default: 300, - description: 'Session timeout in seconds', - }, - { - displayName: 'Use Proxies', - name: 'proxies', - type: 'boolean', - default: true, - description: 'Whether to route traffic through proxies', - }, - ], - }, - ], - }; - - async execute(this: IExecuteFunctions): Promise { - const items = this.getInputData(); - const returnData: INodeExecutionData[] = []; - - for (let i = 0; i < items.length; i++) { - try { - // Get parameters - let url = this.getNodeParameter('url', i) as string; - // Ensure URL has protocol - if (url && !url.startsWith('http://') && !url.startsWith('https://')) { - url = `https://${url}`; - } - const instruction = this.getNodeParameter('instruction', i) as string; - const driverModel = this.getNodeParameter('driverModel', i) as string; - const mode = this.getNodeParameter('mode', i) as string; - - // Get agent model based on mode - let agentModel: string; - if (mode === 'cua') { - agentModel = this.getNodeParameter('modelCua', i) as string; - } else if (mode === 'dom') { - agentModel = this.getNodeParameter('modelDom', i) as string; - } else { - agentModel = this.getNodeParameter('modelHybrid', i) as string; - } - - const options = this.getNodeParameter('options', i, {}) as { - maxSteps?: number; - systemPrompt?: string; - highlightCursor?: boolean; - }; - const browserOptions = this.getNodeParameter( - 'browserOptions', - i, - {}, - ) as { - recordSession?: boolean; - solveCaptchas?: boolean; - blockAds?: boolean; - advancedStealth?: boolean; - viewportWidth?: number; - viewportHeight?: number; - }; - const sessionOptions = this.getNodeParameter( - 'sessionOptions', - i, - {}, - ) as { - region?: string; - timeout?: number; - proxies?: boolean; - }; - - // Get credentials - const credentials = await this.getCredentials('browserbaseApi'); - const headers = { - Accept: 'application/json', - 'Content-Type': 'application/json', - 'x-bb-api-key': credentials.browserbaseApiKey as string, - 'x-bb-project-id': credentials.browserbaseProjectId as string, - 'x-model-api-key': credentials.modelApiKey as string, - }; - - // Helper function to make API calls - const apiCall = async ( - method: IHttpRequestMethods, - endpoint: string, - body?: object, - ) => { - const fullUrl = `${BASE_URL}${endpoint}`; - - try { - const response = await this.helpers.httpRequest({ - method, - url: fullUrl, - headers, - body, - json: true, - }); - return response; - } catch (error: unknown) { - const err = error as { response?: { data?: unknown }; message?: string }; - throw err; - } - }; - - let sessionId: string | undefined; - - try { - // 1. Start session - const startBody: Record = { - modelName: driverModel, - apiKey: credentials.modelApiKey as string, - browserbaseSessionCreateParams: { - browserSettings: { - recordSession: browserOptions.recordSession ?? true, - solveCaptchas: browserOptions.solveCaptchas ?? false, - blockAds: browserOptions.blockAds ?? true, - advancedStealth: browserOptions.advancedStealth ?? false, - viewport: { - width: browserOptions.viewportWidth ?? 1288, - height: browserOptions.viewportHeight ?? 711, - }, - }, - region: sessionOptions.region ?? 'us-west-2', - timeout: sessionOptions.timeout ?? 300, - proxies: sessionOptions.proxies ?? true, - }, - }; - - const startResponse = await apiCall( - 'POST', - '/v1/sessions/start', - startBody, - ); - sessionId = - startResponse.data?.sessionId ?? - startResponse.sessionId ?? - startResponse.id; - - if (!sessionId) { - throw new NodeOperationError( - this.getNode(), - 'Failed to get session ID from start response', - ); - } - - // 2. Navigate to URL - await apiCall('POST', `/v1/sessions/${sessionId}/navigate`, { - url, - options: { - waitUntil: 'domcontentloaded', - }, - }); - - // 3. Execute agent - const provider = agentModel.split('/')[0]; - - const executeBody: Record = { - agentConfig: { - provider, - model: - { - modelName: agentModel, - apiKey: credentials.modelApiKey as string - }, - cua: mode === 'cua' || mode === 'hybrid', - }, - executeOptions: { - instruction, - maxSteps: options.maxSteps ?? 20, - }, - }; - - if (options.systemPrompt) { - (executeBody.agentConfig as Record).systemPrompt = - options.systemPrompt; - } - - if ( - (mode === 'cua' || mode === 'hybrid') && - options.highlightCursor !== false - ) { - (executeBody.executeOptions as Record).highlightCursor = - options.highlightCursor ?? true; - } - - const executeResponse = await apiCall( - 'POST', - `/v1/sessions/${sessionId}/agentExecute`, - executeBody, - ); - - // 4. End session - await apiCall('POST', `/v1/sessions/${sessionId}/end`, {}); - - // Return agent result - const result = executeResponse.data?.result ?? executeResponse; - returnData.push({ - json: { - success: result.success ?? true, - message: result.message ?? 'Task completed', - actions: result.actions ?? [], - completed: result.completed ?? true, - usage: result.usage ?? {}, - sessionId, - }, - pairedItem: { item: i }, - }); - } catch (error) { - // Try to end session if it was created - if (sessionId) { - try { - await apiCall('POST', `/v1/sessions/${sessionId}/end`, {}); - } catch { - // Ignore cleanup errors - } - } - throw error; - } - } catch (error) { - if (this.continueOnFail()) { - returnData.push({ - json: { - success: false, - error: error instanceof Error ? error.message : String(error), - }, - pairedItem: { item: i }, - }); - continue; - } - throw error; - } - } - - return [returnData]; - } -} diff --git a/examples/integrations/n8n/package-lock.json b/examples/integrations/n8n/package-lock.json deleted file mode 100644 index ec201b3..0000000 --- a/examples/integrations/n8n/package-lock.json +++ /dev/null @@ -1,8906 +0,0 @@ -{ - "name": "n8n-nodes-browserbase", - "version": "1.0.1", - "lockfileVersion": 3, - "requires": true, - "packages": { - "": { - "name": "n8n-nodes-browserbase", - 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"type": "git", - "url": "https://github.com/browserbase/integrations/tree/main/examples/integrations/n8n" - }, - "scripts": { - "build": "n8n-node build", - "build:watch": "tsc --watch", - "dev": "n8n-node dev", - "lint": "n8n-node lint", - "lint:fix": "n8n-node lint --fix", - "release": "n8n-node release", - "prepublishOnly": "n8n-node prerelease" - }, - "files": [ - "dist" - ], - "n8n": { - "n8nNodesApiVersion": 1, - "strict": true, - "credentials": [ - "dist/credentials/BrowserbaseApi.credentials.js" - ], - "nodes": [ - "dist/nodes/Browserbase/Browserbase.node.js" - ] - }, - "devDependencies": { - "@n8n/node-cli": "*", - "better-sqlite3": "^12.6.2", - "eslint": "9.32.0", - "prettier": "3.6.2", - "release-it": "^19.0.4", - "typescript": "5.9.2" - }, - "peerDependencies": { - "n8n-workflow": "*" - } -} diff --git a/examples/integrations/n8n/tsconfig.json b/examples/integrations/n8n/tsconfig.json deleted file mode 100644 index b73660f..0000000 --- a/examples/integrations/n8n/tsconfig.json +++ /dev/null @@ -1,25 +0,0 @@ -{ - "compilerOptions": { - "strict": true, - "module": "commonjs", - "moduleResolution": "node", - "target": "es2019", - "lib": ["es2019", "es2020", "es2022.error"], - "removeComments": true, - "useUnknownInCatchVariables": false, - "forceConsistentCasingInFileNames": true, - "noImplicitAny": true, - "noImplicitReturns": true, - "noUnusedLocals": true, - "strictNullChecks": true, - "preserveConstEnums": true, - "esModuleInterop": true, - "resolveJsonModule": true, - "incremental": true, - "declaration": true, - "sourceMap": true, - "skipLibCheck": true, - "outDir": "./dist/" - }, - "include": ["credentials/**/*", "nodes/**/*", "nodes/**/*.json", "package.json"] -} diff --git a/examples/integrations/n8n/workflows/ci.yml b/examples/integrations/n8n/workflows/ci.yml deleted file mode 100644 index 7cab9aa..0000000 --- a/examples/integrations/n8n/workflows/ci.yml +++ /dev/null @@ -1,28 +0,0 @@ -name: CI - -on: - pull_request: - push: - branches: - - main - -jobs: - build: - runs-on: ubuntu-latest - - steps: - - uses: actions/checkout@v4 - - - name: Use Node.js - uses: actions/setup-node@v4 - with: - node-version: '22' - - - name: Install dependencies - run: 'npm ci' - - - name: Run lint - run: 'npm run lint' - - - name: Run build - run: 'npm run build' From 5d16f4051b4229f68bf588d4a92eb6405b277637 Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Thu, 2 Apr 2026 15:17:26 -0700 Subject: [PATCH 32/47] feat(vercel-puppeteer): migrate form API to Stagehand v3 (#65) - Stagehand model and act/observe; PlaywrightPage for routing - Add zod 4 and playwright-core; Buffer screenshot response body Made-with: Cursor --- .../vercel-puppeteer/app/api/form/route.ts | 50 +- .../app/api/screenshot/route.ts | 2 +- .../vercel/vercel-puppeteer/package-lock.json | 4082 +++++++++++------ .../vercel/vercel-puppeteer/package.json | 6 +- 4 files changed, 2671 insertions(+), 1469 deletions(-) diff --git a/examples/integrations/vercel/vercel-puppeteer/app/api/form/route.ts b/examples/integrations/vercel/vercel-puppeteer/app/api/form/route.ts index 75e8eb7..c5ec5c7 100644 --- a/examples/integrations/vercel/vercel-puppeteer/app/api/form/route.ts +++ b/examples/integrations/vercel/vercel-puppeteer/app/api/form/route.ts @@ -1,20 +1,14 @@ import { NextResponse } from "next/server"; import Browserbase from "@browserbasehq/sdk"; -import { Stagehand, ObserveResult, LogLine } from "@browserbasehq/stagehand"; +import { Stagehand, type Action } from "@browserbasehq/stagehand"; +import type { Page as PlaywrightPage } from "playwright-core"; -// API route handler for GET requests export async function GET() { try { const url = "https://file.1040.com/estimate/"; - - if (!url) { - return NextResponse.json({ error: "URL is required" }, { status: 400 }); - } - // Create a Browserbase instance const bb = new Browserbase({ apiKey: process.env.BROWSERBASE_API_KEY! }); - // Create a session const session = await bb.sessions.create({ projectId: process.env.BROWSERBASE_PROJECT_ID!, browserSettings: { @@ -22,33 +16,27 @@ export async function GET() { }, }); - // Initialize Stagehand const stagehand = new Stagehand({ env: "BROWSERBASE", - modelName: "claude-3-5-sonnet-20240620", + apiKey: process.env.BROWSERBASE_API_KEY!, + projectId: process.env.BROWSERBASE_PROJECT_ID!, + model: "anthropic/claude-sonnet-4-6", browserbaseSessionID: session.id, - logger: (logLine: LogLine) => { - console.log(`[${logLine.category}] ${logLine.message}`); - }, }); await stagehand.init(); - // Block manifest worker to prevent PWA installation popup if needed - await stagehand.page.route("**/manifest.json", (route) => route.abort()); + const page = stagehand.context.pages()[0] as unknown as PlaywrightPage; - // Go to the provided URL and wait for it to load - await stagehand.page.goto(url, { + await page.route("**/manifest.json", (route) => route.abort()); + + await page.goto(url, { waitUntil: "domcontentloaded", }); - // Observe the form fields with suggested actions - const observed = await stagehand.page.observe({ - instruction: - "fill all the form fields in the page with mock data. In the description include the field name", - returnAction: true, - }); + const observed = await stagehand.observe( + "fill all the form fields in the page with mock data. In the description include the field name" + ); - // Create a mapping of keywords in the form fields to standardize field names const mapping = (description: string): string | null => { const keywords: { [key: string]: string[] } = { age: ["old", "age"], @@ -74,7 +62,6 @@ export async function GET() { return null; }; - // Sample data for form filling const userInputs: { [key: string]: string } = { age: "26", dependentsUnder17: "1", @@ -91,8 +78,7 @@ export async function GET() { zip: "12345", }; - // Map observed fields to user inputs - const updatedFields = observed.map((candidate: ObserveResult) => { + const updatedFields = observed.map((candidate: Action) => { const key = mapping(candidate.description); if (key && userInputs[key]) { candidate.arguments = [userInputs[key]]; @@ -100,31 +86,25 @@ export async function GET() { return candidate; }); - // Fill all the form fields with the mapped candidates for (const candidate of updatedFields) { - await stagehand.page.act(candidate); + await stagehand.act(candidate); } - // Return the results console.log(updatedFields); - // Close the browser await stagehand.close(); - // Return the url and the fields that were filled return NextResponse.json({ url: url, - fields: updatedFields.map((field) => ({ + fields: updatedFields.map((field: Action) => ({ name: field.description, value: field.arguments?.[0] || null, })), count: updatedFields.length, }); } catch (error) { - // Log the error to console console.error("Form filling error:", error); - // Return error response with message and error details return NextResponse.json( { message: "Failed to fill form", diff --git a/examples/integrations/vercel/vercel-puppeteer/app/api/screenshot/route.ts b/examples/integrations/vercel/vercel-puppeteer/app/api/screenshot/route.ts index bde274a..e418e9e 100644 --- a/examples/integrations/vercel/vercel-puppeteer/app/api/screenshot/route.ts +++ b/examples/integrations/vercel/vercel-puppeteer/app/api/screenshot/route.ts @@ -39,7 +39,7 @@ export async function GET(req: Request) { headers.set("Content-Length", screenshot.byteLength.toString()); // Return screenshot as binary response - return new NextResponse(screenshot, { status: 200, headers }); + return new NextResponse(Buffer.from(screenshot), { status: 200, headers }); } catch (error) { console.error("Screenshot generation error:", error); return NextResponse.json( diff --git a/examples/integrations/vercel/vercel-puppeteer/package-lock.json b/examples/integrations/vercel/vercel-puppeteer/package-lock.json index 3a0d2e5..056e11a 100644 --- a/examples/integrations/vercel/vercel-puppeteer/package-lock.json +++ b/examples/integrations/vercel/vercel-puppeteer/package-lock.json @@ -9,13 +9,15 @@ "version": "0.1.0", "dependencies": { "@browserbasehq/sdk": "^2.6.0", - "@browserbasehq/stagehand": "^2.4.4", + "@browserbasehq/stagehand": "^3.2.0", "next": "15.2.4", "node-html-markdown": "^1.3.0", + "playwright-core": "^1.52.0", "prettier": "^3.5.1", "puppeteer-core": 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a/examples/integrations/vercel/vercel-puppeteer/package.json b/examples/integrations/vercel/vercel-puppeteer/package.json index ab27517..f21c016 100644 --- a/examples/integrations/vercel/vercel-puppeteer/package.json +++ b/examples/integrations/vercel/vercel-puppeteer/package.json @@ -10,13 +10,15 @@ }, "dependencies": { "@browserbasehq/sdk": "^2.6.0", - "@browserbasehq/stagehand": "^2.4.4", + "@browserbasehq/stagehand": "^3.2.0", "next": "15.2.4", "node-html-markdown": "^1.3.0", "prettier": "^3.5.1", + "playwright-core": "^1.52.0", "puppeteer-core": "^24.3.0", "react": "^19.0.0", - "react-dom": "^19.0.0" + "react-dom": "^19.0.0", + "zod": "^4.2.0" }, "devDependencies": { "@eslint/eslintrc": "^3", From 220e632916bcf653a930d3e369a348e897cabb75 Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Thu, 2 Apr 2026 15:17:57 -0700 Subject: [PATCH 33/47] feat(mastra): align Stagehand tools with v3 API (#60) - Route navigation and evaluate via context.pages; use stagehand act/observe/extract - Bump @browserbasehq/stagehand to ^3.2.0 - Add .env.example Made-with: Cursor --- .../integrations/mastra/package-lock.json | 2371 +++++++++++++++-- examples/integrations/mastra/package.json | 2 +- .../mastra/src/mastra/tools/index.ts | 35 +- 3 files changed, 2208 insertions(+), 200 deletions(-) diff --git a/examples/integrations/mastra/package-lock.json b/examples/integrations/mastra/package-lock.json index 660253f..d5bea2b 100644 --- a/examples/integrations/mastra/package-lock.json +++ b/examples/integrations/mastra/package-lock.json @@ -10,7 +10,7 @@ "license": "ISC", "dependencies": { "@ai-sdk/openai": "^1.3.7", - "@browserbasehq/stagehand": "^2.5.2", + "@browserbasehq/stagehand": "^3.2.0", "@mastra/core": "^0.20.2", "@mastra/loggers": "^0.10.15", "@mastra/memory": "^0.15.6", @@ -39,83 +39,602 @@ "node": ">=18" } }, + "node_modules/@ai-sdk/amazon-bedrock": { + "version": "3.0.89", + "resolved": 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"node_modules/thread-stream": { "version": "3.1.0", "resolved": "https://registry.npmjs.org/thread-stream/-/thread-stream-3.1.0.tgz", @@ -9485,6 +11468,13 @@ "url": "https://github.com/sponsors/sindresorhus" } }, + "node_modules/through": { + "version": "2.3.8", + "resolved": "https://registry.npmjs.org/through/-/through-2.3.8.tgz", + "integrity": "sha512-w89qg7PI8wAdvX60bMDP+bFoD5Dvhm9oLheFp5O4a2QF0cSBGsBX4qZmadPMvVqlLJBBci+WqGGOAPvcDeNSVg==", + "license": "MIT", + "optional": true + }, "node_modules/tinyglobby": { "version": "0.2.15", "resolved": "https://registry.npmjs.org/tinyglobby/-/tinyglobby-0.2.15.tgz", @@ -9662,6 +11652,17 @@ "integrity": "sha512-9a4/uxlTWJ4+a5i0ooc1rU7C7YOw3wT+UGqdeNNHWnOF9qcMBgLRS+4IYUqbczewFx4mLEig6gawh7X6mFlEkA==", "license": "MIT" }, + "node_modules/unbzip2-stream": { + "version": "1.4.3", + "resolved": "https://registry.npmjs.org/unbzip2-stream/-/unbzip2-stream-1.4.3.tgz", + "integrity": 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"https://registry.npmjs.org/yauzl/-/yauzl-2.10.0.tgz", + "integrity": "sha512-p4a9I6X6nu6IhoGmBqAcbJy1mlC4j27vEPZX9F4L4/vZT3Lyq1VkFHw/V/PUcB9Buo+DG3iHkT0x3Qya58zc3g==", + "license": "MIT", + "optional": true, + "dependencies": { + "buffer-crc32": "~0.2.3", + "fd-slicer": "~1.1.0" + } + }, "node_modules/yocto-spinner": { "version": "0.2.3", "resolved": "https://registry.npmjs.org/yocto-spinner/-/yocto-spinner-0.2.3.tgz", @@ -10120,9 +12139,9 @@ } }, "node_modules/zod": { - "version": "3.25.67", - "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.67.tgz", - "integrity": "sha512-idA2YXwpCdqUSKRCACDE6ItZD9TZzy3OZMtpfLoh6oPR47lipysRrJfjzMqFxQ3uJuUPyUeWe1r9vLH33xO/Qw==", + "version": "3.25.76", + "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz", + "integrity": "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==", "license": "MIT", "funding": { "url": "https://github.com/sponsors/colinhacks" @@ -10157,12 +12176,12 @@ } }, "node_modules/zod-to-json-schema": { - "version": "3.24.6", - "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.6.tgz", - "integrity": "sha512-h/z3PKvcTcTetyjl1fkj79MHNEjm+HpD6NXheWjzOekY7kV+lwDYnHw+ivHkijnCSMz1yJaWBD9vu/Fcmk+vEg==", + "version": "3.25.2", + "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.25.2.tgz", + "integrity": "sha512-O/PgfnpT1xKSDeQYSCfRI5Gy3hPf91mKVDuYLUHZJMiDFptvP41MSnWofm8dnCm0256ZNfZIM7DSzuSMAFnjHA==", "license": "ISC", "peerDependencies": { - "zod": "^3.24.1" + "zod": "^3.25.28 || ^4" } } } diff --git a/examples/integrations/mastra/package.json b/examples/integrations/mastra/package.json index 0415243..ff77669 100644 --- a/examples/integrations/mastra/package.json +++ b/examples/integrations/mastra/package.json @@ -13,7 +13,7 @@ "type": "module", "dependencies": { "@ai-sdk/openai": "^1.3.7", - "@browserbasehq/stagehand": "^2.5.2", + "@browserbasehq/stagehand": "^3.2.0", "@mastra/core": "^0.20.2", "@mastra/loggers": "^0.10.15", "@mastra/memory": "^0.15.6", diff --git a/examples/integrations/mastra/src/mastra/tools/index.ts b/examples/integrations/mastra/src/mastra/tools/index.ts index ea0ba2e..03e8811 100644 --- a/examples/integrations/mastra/src/mastra/tools/index.ts +++ b/examples/integrations/mastra/src/mastra/tools/index.ts @@ -53,7 +53,8 @@ class StagehandSessionManager { } try { - const title = await this.stagehand.page.evaluate(() => document.title); + const page = this.stagehand.context.pages()[0]; + const title = await page.evaluate(() => document.title); console.log('Session check successful, page title:', title); return this.stagehand; } catch (error) { @@ -179,17 +180,15 @@ export const stagehandExtractTool = createTool({ const performWebAction = async (url?: string, action?: string) => { const stagehand = await sessionManager.ensureStagehand(); - const page = stagehand.page; + const page = stagehand.context.pages()[0]; try { - // Navigate to the URL if provided if (url) { await page.goto(url); } - // Perform the action if (action) { - await page.act(action); + await stagehand.act(action); } return { @@ -211,25 +210,23 @@ const performWebObservation = async (url?: string, instruction?: string) => { throw new Error('Failed to get Stagehand instance'); } - const page = stagehand.page; + const page = stagehand.context.pages()[0]; if (!page) { console.error('Page not available'); throw new Error('Page not available'); } try { - // Navigate to the URL if provided if (url) { console.log(`Navigating to ${url}`); await page.goto(url); console.log(`Successfully navigated to ${url}`); } - // Observe the page if (instruction) { console.log(`Observing with instruction: ${instruction}`); try { - const actions = await page.observe(instruction); + const actions = await stagehand.observe(instruction); console.log(`Observation successful, found ${actions.length} actions`); return actions; } catch (observeError) { @@ -260,31 +257,24 @@ const performWebExtraction = async ( try { const stagehand = await sessionManager.ensureStagehand(); - const page = stagehand.page; + const page = stagehand.context.pages()[0]; try { - // Navigate to the URL if provided if (url) { console.log(`Navigating to ${url}`); await page.goto(url); console.log(`Successfully navigated to ${url}`); } - // Extract data if (instruction) { console.log(`Extracting with instruction: ${instruction}`); - // Create a default schema if none is provided from Mastra Agent const finalSchemaObj = schemaObj || { content: z.string() }; try { const schema = z.object(finalSchemaObj); - const result = await page.extract({ - instruction, - schema, - useTextExtract - }); + const result = await stagehand.extract(instruction, schema); console.log(`Extraction successful:`, result); return result; @@ -322,12 +312,11 @@ export const stagehandNavigateTool = createTool({ try { const stagehand = await sessionManager.ensureStagehand(); - // Navigate to the URL - await stagehand.page.goto(context.url); + const page = stagehand.context.pages()[0]; + await page.goto(context.url); - // Get page title and current URL - const title = await stagehand.page.evaluate(() => document.title); - const currentUrl = await stagehand.page.evaluate(() => window.location.href); + const title = await page.evaluate(() => document.title); + const currentUrl = await page.evaluate(() => window.location.href); return { success: true, From bed9df04aba763b2c3b5363526350f1c05d5de58 Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Thu, 2 Apr 2026 15:29:31 -0700 Subject: [PATCH 34/47] chore: remove portia integration example (#57) - Remove examples/integrations/portia - Drop Portia section and duplicate stripe tree line from README Made-with: Cursor --- README.md | 17 -- examples/integrations/portia/.env.example | 5 - examples/integrations/portia/.gitignore | 1 - examples/integrations/portia/README.md | 208 ------------------ examples/integrations/portia/auth-agent.py | 30 --- examples/integrations/portia/requirements.txt | 133 ----------- examples/integrations/portia/simple-agent.py | 26 --- 7 files changed, 420 deletions(-) delete mode 100644 examples/integrations/portia/.env.example delete mode 100644 examples/integrations/portia/.gitignore delete mode 100644 examples/integrations/portia/README.md delete mode 100644 examples/integrations/portia/auth-agent.py delete mode 100644 examples/integrations/portia/requirements.txt delete mode 100644 examples/integrations/portia/simple-agent.py diff --git a/README.md b/README.md index 1518785..c6afee0 100644 --- a/README.md +++ b/README.md @@ -71,21 +71,6 @@ Streamlined browser automation for AI applications with a focus on simplicity an - Clean separation of business logic from retry concerns - Production-ready error handling and recovery -#### [**Portia AI Integration**](./examples/integrations/portia/README.md) -Build intelligent web agents with **persistent authentication** using Portia AI's multi-agent framework. Portia enables both multi-agent task planning with human feedback and stateful multi-agent task execution with human control. - -**Key Features:** -- **Persistent Authentication** - Agents can authenticate once and reuse sessions -- **Human-in-the-Loop** - Structured clarification system for authentication requests -- **Multi-User Support** - Isolated browser sessions per end user -- **Production-Ready** - Open-source framework designed for reliable agent deployment - -**Perfect for:** -- LinkedIn automation with user authentication -- E-commerce agents that need to log into shopping sites -- Data extraction from authenticated dashboards -- Any web task requiring persistent user sessions - ### 🏗️ Development & Deployment Platforms #### [**Vercel AI Integration**](./examples/integrations/vercel/README.md) @@ -157,8 +142,6 @@ integrations/ │ ├── langchain/ # LangChain framework integration │ ├── mastra/ # Mastra AI agent integration │ ├── mongodb/ # MongoDB data extraction & storage -│ ├── portia/ # Portia AI multi-agent framework -│ ├── stripe/ # Stripe Issuing + automation │ ├── temporal/ # Temporal workflow orchestration │ ├── trigger/ # Trigger.dev background jobs & automation │ └── vercel/ # Vercel AI SDK integration diff --git a/examples/integrations/portia/.env.example b/examples/integrations/portia/.env.example deleted file mode 100644 index dc2b6cd..0000000 --- a/examples/integrations/portia/.env.example +++ /dev/null @@ -1,5 +0,0 @@ -BROWSERBASE_API_KEY= -BROWSERBASE_PROJECT_ID= - -ANTHROPIC_API_KEY= -PORTIA_API_KEY= \ No newline at end of file diff --git a/examples/integrations/portia/.gitignore b/examples/integrations/portia/.gitignore deleted file mode 100644 index a979ee7..0000000 --- a/examples/integrations/portia/.gitignore +++ /dev/null @@ -1 +0,0 @@ -/venv \ No newline at end of file diff --git a/examples/integrations/portia/README.md b/examples/integrations/portia/README.md deleted file mode 100644 index 70c5179..0000000 --- a/examples/integrations/portia/README.md +++ /dev/null @@ -1,208 +0,0 @@ -# Browserbase x Portia AI Integration - -**Build intelligent web agents with persistent authentication using Portia AI's multi-agent framework and Browserbase's headless browser infrastructure.** - -Portia AI is an open-source, multi-agent framework for running reliable production-grade agents ([**github repo here↗**](https://github.com/portiaAI/portia-sdk-python)). Its core tenets are to enable both multi-agent task planning with human feedback and stateful multi-agent task execution with human control. - -## 🚀 What Makes This Integration Special - -Portia AI offers an open-source browser agent implementation using Browserbase to **enable persistent authentication**. When the browser agent needs to authenticate to achieve a task, it leverages Portia's structured human:agent abstraction called a [`clarification`](https://docs.portialabs.ai/understand-clarifications) and presents the end user with a [browserbase live session URL](https://docs.browserbase.com/guides/authentication#use-the-session-live-view-to-login) that they can use to sign in. - -Portia incorporates the concept of end users with the [`EndUser`](https://docs.portialabs.ai/manage-end-users) abstraction into the framework to delineate the Browserbase sessions associated with them. This enables developers to create powerful applications that can be used by anyone. - -> **Note:** `clarifications` and end-users in the Portia framework can also be used to implement OAuth for API-based tools. - -## 🎯 Use Cases - -Here are some examples of the kinds of queries that can be handled in 20 lines of code with the Portia / Browserbase integration: - -- Send a message to Bob Smith on LinkedIn asking him if he's free on Tuesday for a meeting -- Get my Google Doc shopping list and add all items in it to my shopping trolley on the Walmart website -- Book me unto the 8am hot yoga class -- Star a GitHub repository after authenticating -- Extract data from authenticated dashboards - -## 🎥 Demo Video - -Watch how you can make a LinkedIn agent with Browserbase and Portia AI: - -[![LinkedIn Agent Demo](https://img.youtube.com/vi/hSq8Ww-hagg/0.jpg)](https://www.youtube.com/watch?v=hSq8Ww-hagg) - -## 🔧 Prerequisites - -- **Browserbase Account**: Get your API key from the [Dashboard's Settings tab](https://www.browserbase.com/settings) -- **LLM API Key**: Anthropic (ANTHROPIC_API_KEY), OpenAI (OPENAI_API_KEY), Google (GOOGLE_API_KEY), or [local LLM](https://docs.portialabs.ai/manage-config#api-keys) -- **Python 3.8+** -- **Paid Browserbase subscription** (required for authentication features) - -## 🚀 Quick Start - -### 1. Set Environment Variables - -```bash -export BROWSERBASE_API_KEY="your_browserbase_api_key" -export BROWSERBASE_PROJECT_ID="your_project_id" -export ANTHROPIC_API_KEY="your_anthropic_api_key" # or OPENAI_API_KEY, GOOGLE_API_KEY -``` - -### 2. Install Portia with Browserbase - -```bash -pip install portia-sdk-python[tools-browser-browserbase] -``` - -### 3. Basic Agent (No Authentication) - -This example works with the free trial version of Browserbase: - -```python -from dotenv import load_dotenv - -from portia import ( - Config, - LLMProvider, - Portia, - PortiaToolRegistry, - StorageClass, -) -from portia.cli import CLIExecutionHooks -from portia.open_source_tools.browser_tool import BrowserTool, BrowserInfrastructureOption - -load_dotenv(override=True) - -task = "Go to https://www.npr.org and get the headline news story" - -my_config = Config.from_default( - storage_class=StorageClass.MEMORY, - llm_provider=LLMProvider.ANTHROPIC -) - -portia = Portia( - config=my_config, - tools=PortiaToolRegistry(my_config) + [ - BrowserTool(infrastructure_option=BrowserInfrastructureOption.REMOTE) - ], - execution_hooks=CLIExecutionHooks() -) - -plan_run = portia.run(task, end_user="end_user1") -``` - -### 4. Advanced Agent with Authentication - -This example demonstrates persistent authentication capabilities: - -```python -from dotenv import load_dotenv - -from portia import ( - Config, - LLMProvider, - Portia, - PortiaToolRegistry, - StorageClass, -) -from portia.cli import CLIExecutionHooks -from portia.open_source_tools.browser_tool import BrowserToolForUrl, BrowserInfrastructureOption - -load_dotenv(override=True) - -# The task that you want the agent to do -task = "Find the github repo for portia-sdk-python and star it if it's not already starred." - -my_config = Config.from_default( - storage_class=StorageClass.MEMORY, - llm_provider=LLMProvider.ANTHROPIC -) - -# Requires a paid browserbase subscription for authentication handling -portia = Portia( - config=my_config, - tools=PortiaToolRegistry(my_config) + [ - BrowserToolForUrl( - url="https://www.github.com", - infrastructure_option=BrowserInfrastructureOption.REMOTE - ) - ], - # CLI execution hooks mean authentication requests will be output to the CLI - execution_hooks=CLIExecutionHooks() -) - -plan_run = portia.run(task, end_user="end_user") -``` - -## 🔐 How Authentication Works - -When a browser tool encounters a page that requires authentication, it will raise a clarification request to the user. The authentication flow works as follows: - -![Browser authentication with clarifications](../../../images/integrations/portia/browser_auth.png) - -1. **Agent encounters authentication requirement** -2. **Clarification request is raised** with a Browserbase live session URL -3. **User authenticates** through the live session -4. **Cookies are persisted** for future agent runs until they expire -5. **Agent continues** with the authenticated session - -## 🛠️ Advanced Configuration - -### Custom Execution Hooks - -You can customize how clarifications are handled in your application: - -```python -from portia.execution_hooks import ExecutionHooks - -class CustomExecutionHooks(ExecutionHooks): - def on_clarification_request(self, clarification): - # Custom logic for handling authentication requests - # e.g., send notification, log to database, etc. - pass - -portia = Portia( - config=my_config, - tools=tools, - execution_hooks=CustomExecutionHooks() -) -``` - -### Multiple End Users - -Manage sessions for different users: - -```python -# Different users get isolated browser sessions -plan_run_user1 = portia.run(task, end_user="user1") -plan_run_user2 = portia.run(task, end_user="user2") -``` - -### Storage Options - -Choose different storage backends for persistence: - -```python -# In-memory (default) -config = Config.from_default(storage_class=StorageClass.MEMORY) - -# File-based storage -config = Config.from_default(storage_class=StorageClass.FILE) - -# Database storage (requires additional setup) -config = Config.from_default(storage_class=StorageClass.DATABASE) -``` - -## 📚 Additional Resources - -- **[Portia AI Documentation](https://docs.portialabs.ai/)** -- **[Portia SDK Python GitHub](https://github.com/portiaAI/portia-sdk-python)** -- **[Browserbase Documentation](https://docs.browserbase.com)** -- **[Understanding Clarifications](https://docs.portialabs.ai/understand-clarifications)** -- **[Managing End Users](https://docs.portialabs.ai/manage-end-users)** - -## 🤝 Support - -- **Portia AI**: [GitHub Issues](https://github.com/portiaAI/portia-sdk-python/issues) -- **Browserbase**: [support@browserbase.com](mailto:support@browserbase.com) - -## 📄 License - -This integration example is licensed under the MIT License. See the main repository LICENSE file for details. diff --git a/examples/integrations/portia/auth-agent.py b/examples/integrations/portia/auth-agent.py deleted file mode 100644 index a93138b..0000000 --- a/examples/integrations/portia/auth-agent.py +++ /dev/null @@ -1,30 +0,0 @@ -from dotenv import load_dotenv - -from portia import ( - Config, - LLMProvider, - Portia, - PortiaToolRegistry, - StorageClass, -) -from portia.cli import CLIExecutionHooks -from portia.open_source_tools.browser_tool import BrowserToolForUrl, BrowserInfrastructureOption - -load_dotenv(override=True) - -# The task that you want the agent to do -task = ("Find the github repo for portia-sdk-python and star it if it's not already starred.") - -# Requires an anthropic API key, ANTHROPIC_API_KEY or use any other LLM. -my_config = Config.from_default(storage_class=StorageClass.MEMORY, - llm_provider=LLMProvider.ANTHROPIC) - -# Requires a paid browserbase subscription for authentication handling -portia = Portia(config=my_config, - tools=PortiaToolRegistry(my_config) + [ - BrowserToolForUrl(url="https://www.github.com", - infrastructure_option=BrowserInfrastructureOption.REMOTE)], - # CLI execution hooks mean authentication requests will be output to the CLI. You can customize these in your application. - execution_hooks=CLIExecutionHooks()) - -plan_run = portia.run(task, end_user="end_user") \ No newline at end of file diff --git a/examples/integrations/portia/requirements.txt b/examples/integrations/portia/requirements.txt deleted file mode 100644 index 8b73b3a..0000000 --- a/examples/integrations/portia/requirements.txt +++ /dev/null @@ -1,133 +0,0 @@ -aiohappyeyeballs==2.6.1 -aiohttp==3.12.4 -aiosignal==1.3.2 -annotated-types==0.7.0 -anthropic==0.52.1 -anyio==4.9.0 -attrs==25.3.0 -backoff==2.2.1 -beautifulsoup4==4.13.4 -boto3==1.38.25 -botocore==1.38.25 -browser-use==0.2.5 -cachetools==5.5.2 -certifi==2025.4.26 -charset-normalizer==3.4.2 -click==8.2.1 -cryptography>=44.0.1 -Cython==3.1.1 -defusedxml==0.7.1 -distro==1.9.0 -docstring_parser==0.16 -et_xmlfile==2.0.0 -faiss-cpu==1.11.0 -filetype==1.2.0 -frozenlist==1.6.0 -google-ai-generativelanguage==0.6.18 -google-api-core==2.24.2 -google-auth==2.40.2 -googleapis-common-protos==1.70.0 -greenlet==3.2.2 -grpcio==1.73.0rc1 -grpcio-status==1.73.0rc1 -h11==0.16.0 -h2==4.2.0 -hpack==4.1.0 -httpcore==1.0.9 -httpx==0.28.1 -httpx-sse==0.4.0 -hyperframe==6.1.0 -idna==3.10 -iniconfig==2.1.0 -instructor==1.8.3 -Jinja2==3.1.6 -jiter==0.8.2 -jmespath==1.0.1 -jsonpatch==1.33 -jsonpointer==3.0.0 -jsonref==1.1.0 -langchain==0.3.22 -langchain-anthropic==0.3.3 -langchain-aws==0.2.19 -langchain-core==0.3.49 -langchain-deepseek==0.1.3 -langchain-google-genai==2.1.2 -langchain-ollama==0.3.0 -langchain-openai==0.3.11 -langchain-text-splitters==0.3.7 -langgraph==0.2.76 -langgraph-checkpoint==2.0.26 -langgraph-sdk==0.1.70 -langsmith==0.3.43 -loguru==0.7.3 -markdown-it-py==3.0.0 -markdownify==1.1.0 -MarkupSafe==3.0.2 -mcp==1.9.2 -mdurl==0.1.2 -mem0ai==0.1.93 -monotonic==1.6 -multidict==6.4.4 -numpy==1.26.4 -ollama==0.4.9 -openai==1.82.1 -openpyxl==3.1.5 -orjson==3.10.18 -ormsgpack==1.10.0 -packaging==24.2 -pandas==2.2.3 -patchright==1.52.4 -playwright==1.52.0 -pluggy==1.6.0 -portalocker==2.10.1 -portia-sdk-python==0.3.9 -posthog==3.25.0 -propcache==0.3.1 -proto-plus==1.26.1 -protobuf==6.31.1 -psutil==7.0.0 -psycopg2-binary==2.9.10 -pyasn1==0.6.1 -pyasn1_modules==0.4.2 -pydantic==2.10.6 -pydantic-settings==2.9.1 -pydantic_core==2.27.2 -pyee==13.0.0 -Pygments==2.19.1 -pyobjc-core==11.0 -pyobjc-framework-Cocoa==11.0 -pyperclip==1.9.0 -pytest==8.3.5 -pytest-mock==3.14.1 -python-dateutil==2.9.0.post0 -python-dotenv==1.1.0 -python-multipart==0.0.20 -pytz==2024.2 -PyYAML==6.0.2 -qdrant-client==1.14.2 -regex==2024.11.6 -requests==2.32.3 -requests-toolbelt==1.0.0 -rich==13.9.4 -rsa==4.9.1 -s3transfer==0.13.0 -screeninfo==0.8.1 -shellingham==1.5.4 -six==1.17.0 -sniffio==1.3.1 -soupsieve==2.7 -SQLAlchemy==2.0.41 -sse-starlette==2.3.5 -starlette==0.47.0 -tenacity==9.1.2 -tiktoken==0.9.0 -tqdm==4.67.1 -typer==0.16.0 -typing-inspection==0.4.1 -typing_extensions==4.13.2 -tzdata==2025.2 -urllib3==2.4.0 -uuid7==0.1.0 -uvicorn==0.34.2 -yarl==1.20.0 -zstandard==0.23.0 diff --git a/examples/integrations/portia/simple-agent.py b/examples/integrations/portia/simple-agent.py deleted file mode 100644 index 7fbd9d2..0000000 --- a/examples/integrations/portia/simple-agent.py +++ /dev/null @@ -1,26 +0,0 @@ -# type: ignore -# ruff: noqa -from dotenv import load_dotenv - -from portia import ( - Config, - LLMProvider, - Portia, - PortiaToolRegistry, - StorageClass, -) -from portia.cli import CLIExecutionHooks -from portia.open_source_tools.browser_tool import BrowserTool, BrowserInfrastructureOption - -load_dotenv(override=True) - -task = "Go to https://www.npr.org and get the headline news story" - -my_config = Config.from_default(storage_class=StorageClass.MEMORY, - llm_provider=LLMProvider.ANTHROPIC) - -portia = Portia(config=my_config, - tools=PortiaToolRegistry(my_config) + [BrowserTool(infrastructure_option=BrowserInfrastructureOption.REMOTE)], - execution_hooks=CLIExecutionHooks()) - -plan_run = portia.run(task, end_user="end_user1") \ No newline at end of file From 4893d85d70e2184c050b487a384a4f65c8cf41d9 Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Thu, 2 Apr 2026 15:36:54 -0700 Subject: [PATCH 35/47] fix(trigger): await async react-email render in HN summary (#64) - Use await render() for Resend HTML body (AI SDK / react-email types) - TypeScript config tweaks from Next build Made-with: Cursor --- examples/integrations/trigger/next-env.d.ts | 2 +- .../trigger/src/trigger/summarize-hn.tsx | 2 +- examples/integrations/trigger/tsconfig.json | 17 +++++++++++++---- 3 files changed, 15 insertions(+), 6 deletions(-) diff --git a/examples/integrations/trigger/next-env.d.ts b/examples/integrations/trigger/next-env.d.ts index 40c3d68..1b3be08 100644 --- a/examples/integrations/trigger/next-env.d.ts +++ b/examples/integrations/trigger/next-env.d.ts @@ -2,4 +2,4 @@ /// // NOTE: This file should not be edited -// see https://nextjs.org/docs/app/building-your-application/configuring/typescript for more information. +// see https://nextjs.org/docs/app/api-reference/config/typescript for more information. diff --git a/examples/integrations/trigger/src/trigger/summarize-hn.tsx b/examples/integrations/trigger/src/trigger/summarize-hn.tsx index 142af9f..9f08bc6 100644 --- a/examples/integrations/trigger/src/trigger/summarize-hn.tsx +++ b/examples/integrations/trigger/src/trigger/summarize-hn.tsx @@ -62,7 +62,7 @@ export const summarizeHackerNews = schedules.task({ from: "Hacker News Summary ", to: ["james@trigger.dev"], subject: "Your morning HN summary", - html: render(), + html: await render(), }); logger.info("Email sent successfully"); diff --git a/examples/integrations/trigger/tsconfig.json b/examples/integrations/trigger/tsconfig.json index 88d8ad7..7a7787d 100644 --- a/examples/integrations/trigger/tsconfig.json +++ b/examples/integrations/trigger/tsconfig.json @@ -1,6 +1,10 @@ { "compilerOptions": { - "lib": ["dom", "dom.iterable", "esnext"], + "lib": [ + "dom", + "dom.iterable", + "esnext" + ], "allowJs": true, "skipLibCheck": true, "strict": true, @@ -18,8 +22,11 @@ } ], "paths": { - "@/*": ["./src/*"] - } + "@/*": [ + "./src/*" + ] + }, + "target": "ES2017" }, "include": [ "next-env.d.ts", @@ -28,5 +35,7 @@ ".next/types/**/*.ts", "trigger.config.ts" ], - "exclude": ["node_modules"] + "exclude": [ + "node_modules" + ] } From 78cb2bf8b9a52f89db427bf95f2ae420ae2dd9c9 Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Thu, 2 Apr 2026 15:37:23 -0700 Subject: [PATCH 36/47] feat(mongodb): migrate TypeScript scraper to Stagehand v3 (#62) - Use stagehand.extract with instruction and Zod schema - V3Options config, projectId on session create params, utils alignment Made-with: Cursor --- .../integrations/mongodb/typescript/index.ts | 59 +- .../mongodb/typescript/package-lock.json | 3483 +++++++++++++++-- .../mongodb/typescript/package.json | 4 +- .../mongodb/typescript/stagehand.config.ts | 27 +- .../integrations/mongodb/typescript/utils.ts | 69 +- 5 files changed, 3113 insertions(+), 529 deletions(-) diff --git a/examples/integrations/mongodb/typescript/index.ts b/examples/integrations/mongodb/typescript/index.ts index 8b59b33..28748c5 100644 --- a/examples/integrations/mongodb/typescript/index.ts +++ b/examples/integrations/mongodb/typescript/index.ts @@ -1,4 +1,4 @@ -import { Stagehand, Page, BrowserContext } from "@browserbasehq/stagehand"; +import { Stagehand, type Page } from "@browserbasehq/stagehand"; import StagehandConfig from "./stagehand.config.js"; import chalk from "chalk"; import boxen from "boxen"; @@ -274,7 +274,11 @@ async function aggregateData( /** * Scrapes a product list from an Amazon category page */ -async function scrapeProductList(page: Page, categoryUrl: string): Promise { +async function scrapeProductList( + page: Page, + categoryUrl: string, + stagehand: Stagehand, +): Promise { // Navigate to Amazon homepage first await page.goto('https://www.amazon.com'); await page.waitForTimeout(2000); @@ -296,24 +300,26 @@ async function scrapeProductList(page: Page, categoryUrl: string): Promise ({ + const data = await stagehand.extract( + "Extract all product information from this Amazon category page, including product names, prices, URLs, ratings", + listSchema, + ); + + const products = data.products.map((product: (typeof data.products)[number]) => ({ ...product, dateScraped: new Date(), })); @@ -337,7 +343,11 @@ async function scrapeProductList(page: Page, categoryUrl: string): Promise { +async function scrapeProductDetails( + page: Page, + productUrl: string, + stagehand: Stagehand, +): Promise { await page.goto(productUrl); // Wait for the page to load @@ -353,11 +363,10 @@ async function scrapeProductDetails(page: Page, productUrl: string): Promise { // ========== Main Function ========== async function main({ page, - context, stagehand, }: { page: Page; - context: BrowserContext; stagehand: Stagehand; }) { try { @@ -471,7 +478,7 @@ async function main({ console.log(chalk.blue("📊 Starting to scrape product listing...")); // Scrape product listing - const productList = await scrapeProductList(page, categoryUrl); + const productList = await scrapeProductList(page, categoryUrl, stagehand); console.log(chalk.green(`✅ Scraped ${productList.products.length} products from category: ${productList.category}`)); // Scrape detailed information for the first 3 products @@ -482,7 +489,7 @@ async function main({ try { // Scrape product details - const detailedProduct = await scrapeProductDetails(page, product.url); + const detailedProduct = await scrapeProductDetails(page, product.url, stagehand); console.log(chalk.green(`✅ Scraped detailed information for: ${detailedProduct.name}`)); // Wait between requests to avoid rate limiting @@ -526,12 +533,10 @@ async function run() { ); } - const page = stagehand.page; - const context = stagehand.context; - + const page = stagehand.context.pages()[0]; + await main({ page, - context, stagehand, }); diff --git a/examples/integrations/mongodb/typescript/package-lock.json b/examples/integrations/mongodb/typescript/package-lock.json index 151aca8..b8f305f 100644 --- a/examples/integrations/mongodb/typescript/package-lock.json +++ b/examples/integrations/mongodb/typescript/package-lock.json @@ -8,296 +8,313 @@ "hasInstallScript": true, "dependencies": { "@browserbasehq/sdk": "^2.6.0", - "@browserbasehq/stagehand": "^2.4.4", + "@browserbasehq/stagehand": "^3.2.0", "@playwright/test": "^1.49.1", "boxen": "^8.0.1", "chalk": "^5.3.0", "dotenv": "^16.4.7", "mongodb": "^6.16.0", - "zod": "^3.22.4" + "playwright-core": "^1.49.1", + "zod": "^3.25.76" }, "devDependencies": { "tsx": "^4.19.2", "typescript": "^5.0.0" } }, + "node_modules/@ai-sdk/amazon-bedrock": { + "version": "3.0.89", + "resolved": "https://registry.npmjs.org/@ai-sdk/amazon-bedrock/-/amazon-bedrock-3.0.89.tgz", + "integrity": 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"engines": { + "node": ">=8" + } + }, + "node_modules/yargs/node_modules/strip-ansi": { + "version": "6.0.1", + "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz", + "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==", + "license": "MIT", + "optional": true, + "dependencies": { + "ansi-regex": "^5.0.1" + }, + "engines": { + "node": ">=8" + } + }, + "node_modules/yauzl": { + "version": "2.10.0", + "resolved": "https://registry.npmjs.org/yauzl/-/yauzl-2.10.0.tgz", + "integrity": "sha512-p4a9I6X6nu6IhoGmBqAcbJy1mlC4j27vEPZX9F4L4/vZT3Lyq1VkFHw/V/PUcB9Buo+DG3iHkT0x3Qya58zc3g==", + "license": "MIT", + "optional": true, + "dependencies": { + "buffer-crc32": "~0.2.3", + "fd-slicer": "~1.1.0" + } + }, "node_modules/zod": { "version": "3.25.76", "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz", @@ -2658,12 +5275,12 @@ } }, "node_modules/zod-to-json-schema": { - "version": "3.24.6", - "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.6.tgz", - "integrity": "sha512-h/z3PKvcTcTetyjl1fkj79MHNEjm+HpD6NXheWjzOekY7kV+lwDYnHw+ivHkijnCSMz1yJaWBD9vu/Fcmk+vEg==", + "version": "3.25.2", + "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.25.2.tgz", + "integrity": "sha512-O/PgfnpT1xKSDeQYSCfRI5Gy3hPf91mKVDuYLUHZJMiDFptvP41MSnWofm8dnCm0256ZNfZIM7DSzuSMAFnjHA==", "license": "ISC", "peerDependencies": { - "zod": "^3.24.1" + "zod": "^3.25.28 || ^4" } } } diff --git a/examples/integrations/mongodb/typescript/package.json b/examples/integrations/mongodb/typescript/package.json index 40c8ed5..422b758 100644 --- a/examples/integrations/mongodb/typescript/package.json +++ b/examples/integrations/mongodb/typescript/package.json @@ -8,13 +8,13 @@ }, "dependencies": { "@browserbasehq/sdk": "^2.6.0", - "@browserbasehq/stagehand": "^2.4.4", + "@browserbasehq/stagehand": "^3.2.0", "@playwright/test": "^1.49.1", "boxen": "^8.0.1", "chalk": "^5.3.0", "dotenv": "^16.4.7", "mongodb": "^6.16.0", - "zod": "^3.22.4" + "zod": "^3.25.76" }, "devDependencies": { "tsx": "^4.19.2", diff --git a/examples/integrations/mongodb/typescript/stagehand.config.ts b/examples/integrations/mongodb/typescript/stagehand.config.ts index 5b479f8..bc1f09d 100644 --- a/examples/integrations/mongodb/typescript/stagehand.config.ts +++ b/examples/integrations/mongodb/typescript/stagehand.config.ts @@ -1,27 +1,18 @@ -import type { ConstructorParams } from "@browserbasehq/stagehand"; +import type { V3Options } from "@browserbasehq/stagehand"; import dotenv from "dotenv"; -false; -false; dotenv.config(); -const StagehandConfig: ConstructorParams = { - verbose: 1 /* Verbosity level for logging: 0 = silent, 1 = info, 2 = all */, - domSettleTimeoutMs: 30_000 /* Timeout for DOM to settle in milliseconds */, +const StagehandConfig: V3Options = { + verbose: 1, + domSettleTimeout: 30_000, - // LLM configuration - modelName: "claude-3-7-sonnet-20250219" /* Name of the model to use */, - modelClientOptions: { - apiKey: process.env.ANTHROPIC_API_KEY, - } /* Configuration options for the model client */, + model: "anthropic/claude-sonnet-4-6", - // Browser configuration - // env: "BROWSERBASE" /* Environment to run in: LOCAL or BROWSERBASE */, env: "LOCAL", - apiKey: process.env.BROWSERBASE_API_KEY /* API key for authentication */, - projectId: process.env.BROWSERBASE_PROJECT_ID /* Project identifier */, - browserbaseSessionID: - undefined /* Session ID for resuming Browserbase sessions */, + apiKey: process.env.BROWSERBASE_API_KEY, + projectId: process.env.BROWSERBASE_PROJECT_ID, + browserbaseSessionID: undefined, browserbaseSessionCreateParams: { projectId: process.env.BROWSERBASE_PROJECT_ID!, browserSettings: { @@ -37,7 +28,7 @@ const StagehandConfig: ConstructorParams = { width: 1024, height: 768, }, - } /* Configuration options for the local browser */, + }, }; export default StagehandConfig; diff --git a/examples/integrations/mongodb/typescript/utils.ts b/examples/integrations/mongodb/typescript/utils.ts index 182b040..4708ce8 100644 --- a/examples/integrations/mongodb/typescript/utils.ts +++ b/examples/integrations/mongodb/typescript/utils.ts @@ -1,4 +1,9 @@ -import { ObserveResult, Page } from "@browserbasehq/stagehand"; +import type { + Action, + ObserveResult, + Page, + Stagehand, +} from "@browserbasehq/stagehand"; import boxen from "boxen"; import chalk from "chalk"; import fs from "fs/promises"; @@ -14,11 +19,6 @@ export function announce(message: string, title?: string) { ); } -/** - * Get an environment variable and throw an error if it's not found - * @param name - The name of the environment variable - * @returns The value of the environment variable - */ export function getEnvVar(name: string, required = true): string | undefined { const value = process.env[name]; if (!value && required) { @@ -27,12 +27,6 @@ export function getEnvVar(name: string, required = true): string | undefined { return value; } -/** - * Validate a Zod schema against some data - * @param schema - The Zod schema to validate against - * @param data - The data to validate - * @returns Whether the data is valid against the schema - */ export function validateZodSchema(schema: z.ZodTypeAny, data: unknown) { try { schema.parse(data); @@ -42,11 +36,9 @@ export function validateZodSchema(schema: z.ZodTypeAny, data: unknown) { } } -export async function drawObserveOverlay(page: Page, results: ObserveResult[]) { - // Convert single xpath to array for consistent handling - const xpathList = results.map((result) => result.selector); +export async function drawObserveOverlay(page: Page, results: ObserveResult) { + const xpathList = results.map((result: Action) => result.selector); - // Filter out empty xpaths const validXpaths = xpathList.filter((xpath) => xpath !== "xpath="); await page.evaluate((selectors) => { @@ -84,7 +76,6 @@ export async function drawObserveOverlay(page: Page, results: ObserveResult[]) { } export async function clearOverlays(page: Page) { - // remove existing stagehandObserve attributes await page.evaluate(() => { const elements = document.querySelectorAll('[stagehandObserve="true"]'); elements.forEach((el) => { @@ -97,75 +88,55 @@ export async function clearOverlays(page: Page) { }); } -export async function simpleCache( - instruction: string, - actionToCache: ObserveResult, -) { - // Save action to cache.json +export async function simpleCache(instruction: string, actionToCache: Action) { try { - // Read existing cache if it exists - let cache: Record = {}; + let cache: Record = {}; try { const existingCache = await fs.readFile("cache.json", "utf-8"); cache = JSON.parse(existingCache); - } catch (error) { - // File doesn't exist yet, use empty cache + } catch { + // no file yet } - // Add new action to cache cache[instruction] = actionToCache; - // Write updated cache to file await fs.writeFile("cache.json", JSON.stringify(cache, null, 2)); } catch (error) { console.error(chalk.red("Failed to save to cache:"), error); } } -export async function readCache( - instruction: string, -): Promise { +export async function readCache(instruction: string): Promise { try { const existingCache = await fs.readFile("cache.json", "utf-8"); - const cache: Record = JSON.parse(existingCache); + const cache: Record = JSON.parse(existingCache); return cache[instruction] || null; - } catch (error) { + } catch { return null; } } -/** - * This function is used to act with a cacheable action. - * It will first try to get the action from the cache. - * If not in cache, it will observe the page and cache the result. - * Then it will execute the action. - * @param instruction - The instruction to act with. - */ export async function actWithCache( + stagehand: Stagehand, page: Page, instruction: string, ): Promise { - // Try to get action from cache first const cachedAction = await readCache(instruction); if (cachedAction) { console.log(chalk.blue("Using cached action for:"), instruction); - await page.act(cachedAction); + await stagehand.act(cachedAction); return; } - // If not in cache, observe the page and cache the result - const results = await page.observe(instruction); + const results = await stagehand.observe(instruction); console.log(chalk.blue("Got results:"), results); - // Cache the playwright action const actionToCache = results[0]; console.log(chalk.blue("Taking cacheable action:"), actionToCache); await simpleCache(instruction, actionToCache); - // OPTIONAL: Draw an overlay over the relevant xpaths await drawObserveOverlay(page, results); - await page.waitForTimeout(1000); // Can delete this line, just a pause to see the overlay + await page.waitForTimeout(1000); await clearOverlays(page); - // Execute the action - await page.act(actionToCache); + await stagehand.act(actionToCache); } From 2a6053cdb630266fd7eb17bf3d9f85bd5fd92abd Mon Sep 17 00:00:00 2001 From: Kyle Jeong <77771518+Kylejeong2@users.noreply.github.com> Date: Thu, 2 Apr 2026 15:38:00 -0700 Subject: [PATCH 37/47] feat(browse-gpt): upgrade BrowseGPT to AI SDK 6 (#63) - Bump ai and @ai-sdk packages; tool inputSchema; convertToModelMessages - Client: DefaultChatTransport, sendMessage, parts-based message UI Made-with: Cursor --- .../vercel/BrowseGPT/app/api/chat/route.ts | 25 +- .../vercel/BrowseGPT/app/page.tsx | 168 +-- .../vercel/BrowseGPT/package-lock.json | 968 ++---------------- .../vercel/BrowseGPT/package.json | 7 +- .../vercel/BrowseGPT/tsconfig.json | 24 +- 5 files changed, 211 insertions(+), 981 deletions(-) diff --git a/examples/integrations/vercel/BrowseGPT/app/api/chat/route.ts b/examples/integrations/vercel/BrowseGPT/app/api/chat/route.ts index 31e5392..59c5b8c 100644 --- a/examples/integrations/vercel/BrowseGPT/app/api/chat/route.ts +++ b/examples/integrations/vercel/BrowseGPT/app/api/chat/route.ts @@ -1,5 +1,5 @@ import { openai } from '@ai-sdk/openai'; -import { streamText, convertToCoreMessages, tool, generateText } from 'ai'; +import { streamText, convertToModelMessages, tool, generateText } from 'ai'; import { z } from 'zod'; import { chromium } from 'playwright'; import {anthropic} from '@ai-sdk/anthropic' @@ -45,16 +45,13 @@ export const maxDuration = 300; // Set max duration to 300 seconds (5 minutes) export async function POST(req: Request) { const { messages } = await req.json(); - const result = await streamText({ - experimental_toolCallStreaming: true, - model: openai('gpt-4-turbo'), - // model: openai('gpt-4o'), - // model: anthropic('claude-3-5-sonnet-20240620'), - messages: convertToCoreMessages(messages), + const result = streamText({ + model: openai('gpt-4.1'), + messages: await convertToModelMessages(messages), tools: { createSession: tool({ description: 'Create a new session', - parameters: z.object({}), + inputSchema: z.object({}), execute: async () => { const session = await createSession(); const debugUrl = await getDebugUrl(session.id); @@ -63,13 +60,13 @@ export async function POST(req: Request) { }), askForConfirmation: tool({ description: 'Ask the user for confirmation.', - parameters: z.object({ + inputSchema: z.object({ message: z.string().describe('The message to ask for confirmation.'), }), }), googleSearch: tool({ description: 'Search Google for a query', - parameters: z.object({ + inputSchema: z.object({ toolName: z.string().describe('What the tool is doing'), query: z.string().describe('The exact and complete search query as provided by the user. Do not modify this in any way.'), sessionId: z.string().describe('The session ID to use for the search. If there is no session ID, create a new session with createSession Tool.'), @@ -104,7 +101,7 @@ export async function POST(req: Request) { const response = await generateText({ // model: openai('gpt-4-turbo'), - model: anthropic('claude-3-5-sonnet-20240620'), + model: anthropic('claude-sonnet-4-6'), prompt: `Evaluate the following web page content: ${text}`, }); @@ -125,7 +122,7 @@ export async function POST(req: Request) { }), getPageContent: tool({ description: 'Get the content of a page using Playwright', - parameters: z.object({ + inputSchema: z.object({ toolName: z.string().describe('What the tool is doing'), url: z.string().describe('The url to get the content of'), sessionId: z.string().describe('The session ID to use for the search. If there is no session ID, create a new session with createSession Tool.'), @@ -151,7 +148,7 @@ export async function POST(req: Request) { const response = await generateText({ // model: openai('gpt-4-turbo'), - model: anthropic('claude-3-5-sonnet-20240620'), + model: anthropic('claude-sonnet-4-6'), prompt: `Evaluate the following web page content: ${text}`, }); @@ -171,5 +168,5 @@ export async function POST(req: Request) { }, }); - return result.toDataStreamResponse(); + return result.toUIMessageStreamResponse(); } \ No newline at end of file diff --git a/examples/integrations/vercel/BrowseGPT/app/page.tsx b/examples/integrations/vercel/BrowseGPT/app/page.tsx index 6126770..a56df57 100644 --- a/examples/integrations/vercel/BrowseGPT/app/page.tsx +++ b/examples/integrations/vercel/BrowseGPT/app/page.tsx @@ -1,55 +1,78 @@ 'use client'; -import { useChat } from 'ai/react'; +import { useChat } from '@ai-sdk/react'; +import { DefaultChatTransport, type UIMessage } from 'ai'; import { useState, useEffect } from 'react'; import { Alert, AlertTitle, AlertDescription } from '@/components/ui/alert'; import Markdown from 'react-markdown'; import { MarkdownWrapper } from '@/components/ui/markdown'; import remarkGfm from 'remark-gfm'; import BlurFade from "@/components/ui/blur-fade"; -// import Spinner from "@/components/spinner"; import VercelLogo from "@/components/vercel"; import BrowserbaseLogo from "@/components/browserbase" import FlickeringGrid from '@/components/ui/flickering-grid'; import FlickeringLoad from '@/components/ui/flickering-load'; import { Prompts } from '@/components/prompts'; +function messageText(m: UIMessage): string { + return m.parts + .filter((p): p is { type: 'text'; text: string } => p.type === 'text') + .map((p) => p.text) + .join(''); +} + +function isToolUIPart(p: UIMessage['parts'][number]): boolean { + return typeof p.type === 'string' && p.type.startsWith('tool-'); +} + +type ToolPartLoose = { + type: string; + state?: string; + input?: Record; + output?: Record; +}; + export default function Chat() { - const { messages, input, handleInputChange, handleSubmit, isLoading } = useChat({ - maxSteps: 5, + const [input, setInput] = useState(''); + const { messages, sendMessage, status } = useChat({ + transport: new DefaultChatTransport({ api: '/api/chat' }), }); + const isLoading = status === 'streaming' || status === 'submitted'; + const [showAlert, setShowAlert] = useState(false); const [statusMessage, setStatusMessage] = useState(''); const [sessionId, setSessionId] = useState(null); const [hasInteracted, setHasInteracted] = useState(false); + const lastMessage = messages[messages.length - 1]; + const lastText = lastMessage ? messageText(lastMessage) : ''; + const isGenerating = isLoading && (!messages.length || - messages[messages.length - 1].role !== 'assistant' || - !messages[messages.length - 1].content); + lastMessage?.role !== 'assistant' || + !lastText); useEffect(() => { - const lastMessage = messages[messages.length - 1]; - if (isGenerating) { setShowAlert(true); - // Check if any tool invocation has dataCollected = true - const dataCollected = lastMessage?.toolInvocations?.some( - invocation => 'result' in invocation && - typeof invocation.result === 'object' && - invocation.result !== null && - 'dataCollected' in invocation.result && - invocation.result.dataCollected === true - ); - - if (dataCollected && !lastMessage.content) { - // The AI has collected data and is generating a response + const dataCollected = lastMessage?.parts.some((part) => { + if (!isToolUIPart(part)) return false; + const tp = part as ToolPartLoose; + const out = tp.state === 'output-available' ? tp.output : undefined; + return ( + out && + typeof out === 'object' && + 'dataCollected' in out && + (out as { dataCollected?: boolean }).dataCollected === true + ); + }); + + if (dataCollected && !lastText) { setStatusMessage('The AI has collected data and is generating a response. Please wait.'); } else { - // The AI is currently processing the request setStatusMessage('The AI is currently processing your request. Please wait.'); } @@ -57,37 +80,33 @@ export default function Chat() { } else { setShowAlert(false); } - }, [isGenerating, messages]); + }, [isGenerating, messages, lastMessage, lastText]); useEffect(() => { - const lastMessage = messages[messages.length - 1]; - if (lastMessage?.toolInvocations) { - for (const invocation of lastMessage.toolInvocations) { - if ('result' in invocation && invocation.result?.sessionId) { - setSessionId(invocation.result.sessionId); - break; - } + if (!lastMessage?.parts) return; + for (const part of lastMessage.parts) { + if (!isToolUIPart(part)) continue; + const tp = part as ToolPartLoose; + if (tp.state !== 'output-available') continue; + const out = tp.output as { sessionId?: string } | undefined; + if (out?.sessionId) { + setSessionId(out.sessionId); + break; } } - }, [messages]); + }, [messages, lastMessage]); const handleSubmitWrapper = (e: React.FormEvent) => { e.preventDefault(); - setHasInteracted(true); - handleSubmit(e, { data: { message: input } }); + if (!input.trim()) return; + setHasInteracted(true); + void sendMessage({ text: input }); + setInput(''); }; const handlePromptClick = (text: string) => { setHasInteracted(true); - // Set the input value - handleInputChange({ target: { value: text } } as React.ChangeEvent); - // Submit the form after a short delay - setTimeout(() => { - const submitButton = document.querySelector('button[type="submit"]') as HTMLButtonElement; - if (submitButton) { - submitButton.click(); - } - }, 100); // 100ms delay, adjust as needed + void sendMessage({ text }); }; return ( @@ -125,31 +144,42 @@ export default function Chat() { ) : ( - messages.map((m, index) => ( + messages.map((m, index) => { + const text = messageText(m); + const toolParts = m.parts.filter(isToolUIPart); + + return (
{m.role === 'user' ? ( <> User: -

{m.content}

+

{text}

- ) : m.toolInvocations ? ( + ) : toolParts.length > 0 ? ( - {m.toolInvocations?.map((invocation, index) => { + {toolParts.map((part, partIndex) => { + const tp = part as ToolPartLoose; + const input = tp.input; + const out = + tp.state === 'output-available' + ? tp.output + : undefined; + let content = ''; - if ('result' in invocation) { - if (invocation.result?.sessionId) { - content = `Session ID: ${invocation.result.sessionId}`; - } else if (invocation.result?.content) { - content = `Content: ${invocation.result.content}`; - } + if (out?.sessionId) { + content = `Session ID: ${String(out.sessionId)}`; + } else if (out?.content) { + content = `Content: ${String(out.content)}`; } - if (invocation.args?.debuggerFullscreenUrl) { + + const debuggerUrl = input?.debuggerFullscreenUrl; + if (typeof debuggerUrl === 'string') { return ( -
+