Belief Revision Python Packages

yigraf

A truth maintenance system for AI coding agents — one graph over code, intent, plan, and the why: every belief justified, anchored to the code it concerns, and flagged when it stops holding. pip install yigraf

bilinc

Hosted memory for AI agents: commit, recall, revise, snapshot and roll back agent state with provenance. Python SDK, CLI and MCP server. Free, no card required.

endoxa

Governed beliefs for LLM agents: an append-only ledger, SMT-checked consistency, defeasible revision, and calibration instruments.

omem-infrastructure

The system of record for what an AI agent believed and did. Append-only beliefs with evidence, contradictions kept, risky actions gated behind a named human. MIT, self-hosted.

agentic-brain

Persistent cognitive graph memory for AI agents — facts, decisions, reasoning chains, corrections. 16 query types, sub-millisecond. Rust core + Python SDK + MCP server.

worldoracle

World-state belief management and contradiction repair for AI agents

mnemebrain

Pyton SDK for MnemeBrain — a belief memory system for AI agents. Supports MnemeBrain Lite and Full APIs.

amem-installer

Persistent cognitive graph memory for AI agents — facts, decisions, reasoning chains, corrections. 16 query types, sub-millisecond. Rust core + Python SDK + MCP server.