Too low = miss context. Too high = noise. Start with k=3–5 and tune using real queries.
If similarity is below threshold, don’t inject junk. Let the agent ask for clarification or use another source.
Use a re-ranker to reorder candidates for better relevance, especially in large corpora.
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