I am new to RAG development. I have a RAG chatbot linked with Pinecone and has around 250 namespaces. I am having a tough time managing them. I have the namespaces in the following order:
- product1_v1_namespace
- product1_v2_namespace
- product1_v3_namespace…
and so on
Whenever the user asks a question, I don’t know which namespace to search in since the documents are similar and differ only by version number. I do not want my RAG application to spew out information from the wrong version of the documents.
Any tips and suggestions would be appreciated.
Best,
Mustafa
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