Extract Metadata Retriever

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.