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@HenryHengZJ
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This retriever is designed to automatically extract keywords from query. The extracted JSON output is used as metadata filter for vector store.

For example, when we ask a question: "What is the profit for Apple", LLM will give an output of {source: "apple"}, and this will be passed to vectore store's metadata filter

@toi500
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toi500 commented Nov 26, 2024

Outstanding.

@HenryHengZJ HenryHengZJ merged commit 4c1951d into main Nov 26, 2024
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@saatchi-david
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Is my understanding correct that this is basically a more dynamic way to set a metadata filter rather than specifying one on the vector store node? Will it be added in addition to any specified on the vector store node?

@jslicao
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jslicao commented Jul 8, 2025

But it doesn't work on Milvus.
the result is the same as ones which I don't give the metadata information.

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5 participants