this post was submitted on 05 Oct 2023
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Free Open-Source Artificial Intelligence

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Anyone else working with retrieval augmented generation? (RAG) (self.fosai)
submitted 1 year ago* (last edited 1 year ago) by Blaed to c/fosai
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What have been your experiences with it? What does your workflow look like?

Curious to hear preferred models and pipelines!

Frameworks

Databases

Tutorials

Am I missing any other RAG resources?

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[–] BitSound 2 points 1 year ago

We're using langchain, llamaindex, and weaviate with gpt-4. Overall works pretty well, I'm also trying out the beta for langsmith and the automatic visibility into what the LLM is doing is pretty nice. I've seen comments online saying langchain is unnecessary and you don't need it, but integrations like langsmith are actually pretty handy.