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Retriever
The component in a RAG system that searches a database and fetches relevant document chunks for a query.
Why it exists
LLMs have static knowledge cutoffs and limited prompt windows. The retriever fetches targeted facts from your private knowledge base.
How it works
Converts user query into vectors or keyword queries, searches an index, and returns top matching document chunks.