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[FEAT]: Knowledge Graphs Support with Anything-LLM

Open ishaansharma opened this issue 10 months ago • 8 comments

What would you like to see?

I would like to see the support for adding Knowledge Graph with RAG . something similar to this .

ishaansharma avatar Apr 02 '24 11:04 ishaansharma

Being experimented in a branch called knowledge-graph-support and it works on topic expansion and helps make answers more reliable, but I'm not sure how reliable this is when you start to use OSS LLMs

timothycarambat avatar Apr 02 '24 16:04 timothycarambat

That is great , I will be looking forward to try it when this gets merged to the main branch.

ishaansharma avatar Apr 04 '24 07:04 ishaansharma

Also can we integrate this with neo4j .

ishaansharma avatar Apr 05 '24 06:04 ishaansharma

The graph in that branch runs totally locally at this time. I decided to stay away from neo4J since it doesn't run locally and I didn't want to force users to sub or set up neo4j locally since that can be quite complex.

I understand neo4j comes with a lot of convenience though like the UI and graph browser.

timothycarambat avatar Apr 05 '24 17:04 timothycarambat

First of all, thanks for the contribution to the knowledge graph attempt, we have an internal project which might rely on AnythingLLM for document understanding, we would like to try knowledge graph for improve the correctness of the queries, is there any documentation or guideline which can guide us to setup the knowledge graph branch locally? Thank you very much. :D

KenLau avatar May 09 '24 09:05 KenLau

@timothycarambat we should integrate https://github.com/microsoft/graphrag.git to this and see the results for the same.

ishaansharma avatar Jul 11 '24 06:07 ishaansharma

I am interested in GraphRAG support as well. The last commit to the knowledge-graph-support commit was 6 months ago, but this thread was last updated 6 weeks ago. Is this feature still being developed?

StrikeNP avatar Aug 27 '24 13:08 StrikeNP