Give your AI agents persistent memory.

Haly AI Slack Bot. A GPT powered chatbot that can answer questions about your organization using semantic search.

SLS : Neural Information Retrieval(IR)-based Semantic Search model

A detailed comparison between 3 different techniques (TF-IDF, Doc2Vec, and Sentence Transformers) for performing semantic search on a huge dataset

A prototype legal text search engine that uses a semantic search algorithm in order to find related keywords and sort the results by relevance.

A semantic search system for Wikipedia articles using Weaviate and Cohere. It indexes articles with custom embeddings and provides a query interface to retrieve the most relevant matches. The system demonstrates the power of vector-based search for natural language queries.

An implementation of LSA, LDA and BERT for performing semantic search on MS MARCO Dataset

Semantic observability for LLM agent memory. Catches what your agent forgot, fabricated, or contradicted, across every call. Four metrics: retention, hallucination, contradiction, and kind classification. Works on any domain.

Contextual Memory Intelligence for AI Systems - Persistent memory, cognitive tools, and adaptive reasoning capabilities for LLMs Experimental memory system for LLMs (see MemMimic for optimized version)