Skip to content

v7.2.0
Compare
Choose a tag to compare
@davidmezzetti davidmezzetti released this 31 May 14:34
· 254 commits to master since this release
v7.2.0
5221f73

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)

Bug Fixes

  • Fix issue with database.search and empty scores (#712)
  • Update HFOnnx pipeline to default to opset 14 (#719)
  • Fix incompatibility with ONNX models and transformers>=4.41.0 (#720)
  • Fix incompatibility between latest skl2onnx and txtai (#729)
Assets 2
Loading