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Implement a RAG use case #4

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7 tasks done
hemajv opened this issue Oct 25, 2024 · 1 comment
Open
7 tasks done

Implement a RAG use case #4

hemajv opened this issue Oct 25, 2024 · 1 comment
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@hemajv
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hemajv commented Oct 25, 2024

We should implement a RAG use case taking an imaginary company as an example and include it as a tool for our agent setup. The following RAG components should be setup on an OpenShift cluster:

  • Vector DB i.e milvus
  • Different documents generated for the imaginary company such as product docs, HR policy docs, sales docs etc
  • Collections/indexes defined for the different documents in the vector DB
  • Embedding model
  • Retriever service
  • LLM i.e mistral-7b
  • Separate RAG service endpoints for the different collections in the vector DB
@hemajv hemajv changed the title Implement a RAG setup Implement a RAG use case Oct 25, 2024
@hemajv
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hemajv commented Nov 6, 2024

related PR: #6

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