Beyond the Hype: Unveiling the Inner Mechanics of Vector Databases

You've seen the tutorials. Spin up Pinecone, call .upsert(), do a similarity search, ship it. Everyone claps. The demo works. Then you take it to production and it starts lying to you. Results that look semantically relevant but aren't. Queries that should match something and return nothing. Latency