Glossary

What is Agentic retrieval?

Agentic retrieval is when an AI doesn't just run one search but loops — searching, reading a result, then trying a new query — until it has enough to answer.

Free · Open source · macOS 13+ (Apple Silicon)

In depth

What it means.

  • It contrasts with single-pass RAG, which retrieves once and hopes the first search was good enough; an agentic loop can recover when the first query misses.
  • Humla's chat loops up to six steps with visible receipts — “Searched your notes · Read 2 notes” — and if retrieval comes up empty it says so instead of guessing.

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Free · open source · macOS 13+ · Apple Silicon