Originally presented at an internal GitHub event, this talk takes you behind the scenes of Findsight AI and it’s three-tier search architecture. Along the way you’ll learn how to implement search across traditional LER/NER tags, how to build a safe interface for SQLite’s FTS5 full text search, and how to optimize retrieval based on embeddings.