Ecosystem & Stack: chromadb

A unified Python framework for building local, private, and secure enterprise RAG pipelines using small, specialized LLMs and a comprehensive model catalog.

An intelligent dialogue system leveraging RAG technology to build custom Q&A systems from diverse knowledge bases.

An open-source, local-first AI memory system designed for verbatim storage and high-recall semantic retrieval of conversation history.