Suppose a RAG retriever retrieves all relevant chunks but includes many irrelevant ones, leading to low Con…

Suppose a RAG retriever retrieves all relevant chunks but includes many irrelevant ones, leading to low Context Relevancy. How would you improve the retriever to address this issue?