v0.5.6

eosphoros-ai/DB-GPTv0.5.6May 17, 2024by github-actions[bot]

AI Summary

Introduces the GraphRAG framework integrated with TuGraph, Chroma store refactor, and support for DeepSeek proxy and Ollama.

Key Highlights

Add GraphRAG framework and integrate TuGraph
Support DeepSeek proxy LLM
Support ollama as an optional LLM & embedding proxy
Chroma store refactor
Agent modular refactoring

New Features

GraphRAG framework
DeepSeek proxy LLM support
Ollama support
Yi-1.5 models support
Chroma store refactor

Full Release Notes


## ✨ Enhancements

- Support resource for dbgpts (#1527)
- ChatKnowledge Support Excel Document (#1524)
- Add GraphRAG framework and integrate TuGraph (#1506)
- Support deploy rerank model (#1522)
- Refactor resource of agents (#1518)
- Support Yi-1.5 models (#1516)
- Chroma store refactor (#1508)
- ES VectorStore (#1500)
- Support DeepSeek proxy LLM (#1491)
- Agent modular refactoring (#1487)
- Support ollama as an optional llm \& embedding proxy (#1475)
- Support Qwen110B (#1474)

## 🐞 Bug fixes

- Fix Multi vector client error (#1532)
- Fix web build error (#1530)
- Fix build allinone images error (#1529)
- Fix the issue where the knowledge base cannot be edited when using ve… (#1519)
- Upgrade spacy model (#1511)
- Fix CrossEncoderRanker bug of EmbeddingRetriever (#1504)
- Fix rerank bug of EmbeddingRetriever (#1499)
- Fix app pydantic error (#1478)
- Fix Milvus will autoflush, manual flush is slowly (#1470)

## 🛠️ Other improvements

- Add ollama document (#1512)

Thank you to all our contributors for making this release possible!
@Aries-ckt, @FOkvj, @GITHUBear, @IamWWT, @JamesBonddu, @fangyinc, @fanzhidongyzby, @ivanzhu109, @jsRuner, @yyhhyyyyyy and @zhenchaozhu