Ethical Ai Python Packages

langfair

LangFair is a Python library for conducting use-case level LLM bias and fairness assessments

inclusivewriting

A Python multilingual application for inclusive writing

heart-centered-prompts

Heart-centered system prompts for AI that foster compassion and interconnection. Multiple versions available with easy integration for Claude, ChatGPT, and Python applications.

agent-policy-layer

The standard protocol for defining runtime guardrails for your enterprise agents with a mission of trustworthy and reliable agentic systems 🛡️

ai-fairness-toolkit

A comprehensive toolkit for evaluating and improving AI model fairness and explainability

indoctrine-ai

Agent Indoctrination – AI Safety, Bias, Fairness, Ethics & Compliance Testing Framework 🚀

whis-ethical-ai

Ethical AI Validator detects bias and assesses fairness in AI models with statistical parity analysis, real-time monitoring, and automated GDPR/AI Act compliance reporting. Python 2.7+ compatible.

tonesoul52

AI governance framework — semantic responsibility, self-auditing memory, council deliberation, and 3,019 tests that prove it. 語魂：讓 AI 對自己說過的話負責。