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AI development Your Agent Is Only as Smart as Its Search: Inside Our Hybrid RAG on Qdrant Our matching agent answered a continuous stream of developer requests with confident, well-rounded, wrong shortlists, until we fixed the search under it. The architecture, the reasoning, and an interactive fusion demo you can tune yourself.