Evidence-aware recall

Make recall inspectable before you make it louder.

Current main includes deterministic claim projection, read-only contradiction probes, replayable recall evals, and named recall profiles.

Install pathPyPI package
RuntimeHosted Bilinc Cloud
InterfacePython + CLI + MCP
AccessBILINC_API_KEY
Profiles

Choose the retrieval posture.

fast

Latency-first hosted recall.

balanced

Default profile for most agent workflows.

verified

Adds evidence metadata for operator review.

deep

Uses the richest hosted retrieval path when quality matters most.

Safety

Projection-first by design.

Source memories remain canonical. Claims and entity mentions are derived indexes that can be rebuilt, deactivated, or deleted when the source memory changes.

Public wording

Be precise about what this proves.

Evidence-aware recall makes retrieval inspectable. It does not mean every recalled answer is automatically true, and hosted-service claims should stay separate from repository-verified local behavior.