RAG for Source Code and/or Docs

[slavakurilyak]

Is your feature request related to a problem? Please describe.

It would be great to see Open Interpreter use retrieval-augmented generation (RAG) to answer questions about source code, docs, or both.

Describe the solution you'd like

I would like Open Interpreter to perform retrieval on existing codebases and/or docs so that code generations are more grounded and the models are hallucinating less.

Describe alternatives you've considered

autogen's Auto Generated Agent Chat

Meta's Retrieval-Augmented Generation (RAG) for Knowledge-Intensive NLP Tasks

Additional context

Related notebook on how to change what OI knows which lets you use RAG to teach OI new things

[ericrallen]

Hey there, @slavakurilyak!

I'm going to close this one as a duplicate so we can consolidate all of the Vector, Memory, RAG, storage, etc. discussions into the first issue that brought them up (#144) and reduce the overall noise in the projects' Issues.