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Mintplex-Labs / anything-llm

The all-in-one Desktop & Docker AI application with full RAG and AI Agent capabilities.
https://useanything.com
MIT License
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[FEAT]: Knowledge Graphs Support with Anything-LLM #1008

Open ishaansharma opened 3 months ago

ishaansharma commented 3 months ago

What would you like to see?

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

timothycarambat commented 3 months ago

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

ishaansharma commented 3 months ago

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

ishaansharma commented 3 months ago

Also can we integrate this with neo4j .

timothycarambat commented 3 months ago

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.

KenLau commented 1 month ago

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