[Roadmap]: Enhanced RAG Support

microsoft / autogen

A programming framework for agentic AI 🤖

https://microsoft.github.io/autogen/

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[Roadmap]: Enhanced RAG Support #3119

Closed qingyun-wu closed 1 week ago

qingyun-wu commented 2 months ago

Describe the issue

One major milestone in release v0.2.33 will be enhanced RAG support.

Plan for the next release:

### VectorDB integrations
- [ ] GraphRAG support
- [x] [MongoDB](https://github.com/microsoft/autogen/pull/3000)
- [x] [Qdrant](https://github.com/microsoft/autogen/pull/3035)
- [x] Qdrant notebook: https://github.com/microsoft/autogen/pull/3140

Steps to reproduce

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Screenshots and logs

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Additional Information

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qingyun-wu commented 2 months ago

@thinkall @randombet let's add RAG-related PRs targeted to be merged in the next release

qingyun-wu commented 1 month ago

For GraphRAG, we are considering integrating FalkorDB and MS GraphRAG based on current requests from users. Please feel free to share your comments or use cases!

thinkall commented 1 week ago

Use #1657 for the solo roadmap for RAG.