A failure mode I hit building semantic search for long-form content
I’ve been building a search system for long form content (talks, interviews, books, audio) where the goal isn’t “find the right document,” but more precise retrieval.On paper, it looked straightforward: embeddings, a vector DB, some metadata filters. In reality, the hardest problems weren’t model quality or infrastructure, but how the system behaves when users are vague, data is messy, and most...