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Anti Confabulation Python Packages

Python packages with the GitHub topic anti-confabulation. Sorted by monthly downloads, with stars and forks.
EmpiricaAI
empirica-mcp

Make AI agents and AI workflows measurably reliable. Epistemic measurement, Noetic RAG, Sentinel gating, and grounded calibration for Claude Code and beyond

17K 252 33
stephs-repos
bearout

A runtime grounding gate that fails closed and publishes its own error rates. Every sentence verified against its cited source, or suppressed.

341 0 0
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology