This release adds Postgres integration for all components, LLM Chat Messages and vectorization with llama.cpp/LiteLLM
See below for full details on the new features, improvements and bug fixes.
New Features
- Add pgvector ANN backend (#698)
- Add RDBMS Graph (#699)
- Add notebook covering txtai integration with Postgres (#701)
- Add Postgres Full Text Scoring (#713)
- Add support for chat messages in LLM pipeline (#718)
- Add support for LiteLLM vector backend (#725)
- Add support for llama.cpp vector backend (#726)
- Add notebook showing to run RAG with llama.cpp and LiteLLM (#728)
Improvements
- Split similarity extras install (#696)
- Ensure config.path = None and config.path missing mean the same thing (#704)
- Add close methods to ANN and Graph (#711)
- Update finalizers to check object attributes haven't already been cleared (#722)
- Update LLM pipeline to support GPU parameter with llama.cpp backend (#724)
- Refactor vector module to support additional backends (#727)