Choose a vector db for your production needs

Question

Hi, please help me choose a vectorDB given my requirements:

I am currently pre production, running on pinecone. Pinecone is fine, but going into production, I will have ~20k documents, and I think Pinecone will be too expensive.

I want a solution I can run with Azure, as I have some credits. I am trying to choose between hosting pgvector and Azure AI search. What should I look for before making the switch?

WhiteFang_Jr · Answer

I think the best would be to compare the features for the vector store you want to try with: https://docs.llamaindex.ai/en/stable/module_guides/storing/vector_stores/#vector-store-options-feature-support

there is a good comparison list for list of feature that can help you

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Choose a vector db for your production needs