Self-improving agent

Ranking and retrieval that learn from your agent's real usage. Coming soon.

Coming soon. Adaptive ranking will feed your agent's real usage — which retrieved capabilities actually get invoked — back into the ranking.

Until then, ranking is deterministic: see Keyword search and Semantic & hybrid search.

Observe your agent

Capture Ratel's search and invoke funnel as local trace events, or export it as OpenTelemetry spans, greenfield or alongside an existing provider.

Managing chat history

Keep long-running conversations lean without losing what matters. Coming soon.