Qdrant dynamic filtering vs full search

Questions
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1

I have stored user data in Qdrant together with metadata that contains categories and tags. When the user asks a question in the chat (eg: “what is the difference between category A and category B”), Qdrant does a full search in all user data.

Would it be more efficient to somehow have dynamic filtering? Eg, if the user asks questions around category A and B, somehow have the AI agent implement custom filtering to search within those categories only?

Or does that not make sense?

2

Hey Jordy,

The approach makes sense, and you can already implement this by connecting a sub-workflow tool to an AI Agent and implementing a custom retrieval logic in a sub-workflow, which may include e.g. metadata filtering.

Hope this will help!