Add hybrid CLIP+PDQ scoring to image-similarity plugin#111
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miriyalamani wants to merge 44 commits into
Open
Add hybrid CLIP+PDQ scoring to image-similarity plugin#111miriyalamani wants to merge 44 commits into
miriyalamani wants to merge 44 commits into
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see README_UI.md for frontend details
Made-with: Cursor
chat area , fix job id , and other ui issues
update image_summary for batching ui fixes
cuda,cudnn,pgvector,onnxruntime , update to version 3.0.0
Updated README to include references for backend and UI server scripts.
seach-images update case-export
New `image_similarity` plugin finds visually similar images given a query image, using CLIP embeddings and pgvector cosine similarity.
…e format - Add "Similar Images" entry to chatbot tool menu (config.py) - Add ImageSimilaritySearch schema and endpoint to tool_config.py - Update poetry.lock with image-similarity package entry
Replace torch + transformers CLIPModel inference with onnxruntime, The bundled ONNX vision model (clip-vit-base-patch32.onnx) is loaded directly from onnx_models/ — no runtime export or torch dependency needed for inference. Default model changed from Apple DFN CLIP to openai/clip-vit-base-patch32.
- Add batched ONNX inference (_embed_images_batch) with dynamic batch detection to process multiple images per kernel launch instead of one - Restructure _embed_and_store_images into three phases: discover new hashes, batch-embed all new images in one GPU pass, then persist - Extract _cosine_similarity_search into its own function for clarity - Add torchvision dependency to image-similarity and root pyproject
Bring in v3.1 UI and plugin updates from main while preserving image-similarity optimisations (ONNX runtime, PDQ hashing, scorer interface).
- Add process-wide caching for ONNX vision model to avoid reloading on each request - Fix unbound variable error for LD_LIBRARY_PATH in run_backend_server on macOS
…nd PDQ hybrid scoring
miriyalamani
changed the title
nb950
reviewed
Jul 2, 2026
nb950
reviewed
Jul 2, 2026
…nd lint format - Remove plugin-level threading locks (framework handles serialization) - Remove unused torchvision dependency - Widen Python requirement to >=3.11,<3.15 to match root project - Run black on all modified files - Regenerate poetry.lock to include pdqhash - Fix LD_LIBRARY_PATH unbound variable in run_backend_server
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please run tests using images in this src-tauri\demo\search-images\inputs folder. |
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