PyRIT
Python Risk Identification Toolkit automating single- and multi-turn adversarial probing of GenAI systems.
| Category | Guardrails & Safety |
| Open source | Yes |
| Self-hostable | Yes |
| Pricing model | free |
| Pricing notes | Open source (Microsoft) |
| Framework integrations | OpenAI, Anthropic, Ollama, Azure |
| Funding / ownership | Microsoft AI Red Team open-source project |
Pricing/feature source: https://ringsafe.in/ai-red-teaming-pyrit-garak/