Search

The hard-won principles behind building retrieval systems that work on real documents and real questions — not just demo-day softballs.

A plain-language guide to the technology behind AI that actually knows your data — and how to tell if a solution is ready for the real world.

Most RAG systems work on easy questions. Here's how to figure out if yours works on the hard ones — and where the gaps are hiding.

How The Build Bot's ingestion platform uses composable primitives, an AI strategist, and eval-gated deployments to build RAG systems that actually hold up in production — and how the orchestration layer turns that foundation into intelligent search.