HNSW at Scale: Why Adding More Documents to Your Database Breaks RAG
You’ve built a RAG system. It works great. You add more documents to make it better.
Answers get worse.
Not slightly worse — noticeably worse. Your top-k results show “high similarity” scores but feel
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