PyRIT

Python Risk Identification Tool for Generative AI

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About PyRIT

PyRIT (Python Risk Identification Tool) is an open-source framework developed by Microsoft for automated and human-led red teaming of generative AI systems. It helps security professionals, researchers, and engineers proactively identify vulnerabilities, risks, and safety issues in LLMs and multimodal models, including prompt injection, jailbreaks, hallucination, toxicity, data leakage, and more. PyRIT is model- and platform-agnostic, extensible, and actively maintained by Microsoft and the community.

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$0 /mo

Use Cases

Automated LLM red teaming and vulnerability assessment
Safety and security testing before production deployment
Identifying jailbreaks, prompt injections, and harmful outputs
Research on generative AI robustness and alignment
Enterprise AI risk management and compliance
Augmenting manual red team efforts with automation

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Quick Info

Website: github.com/Azure/PyRIT
Skill Level: Intermediate

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GitHub
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OpenAI
Anthropic
Groq
Mistral
Hugging Face
AWS Bedrock
Cohere
NVIDIA NIM
REST APIs
Python Ecosystem
Azure OpenAI
Google Gemini
Meta Llama
Ollama
Local LLMs (GGUF)
Jupyter Notebooks
Command Line Interface
Custom Endpoints
Azure Services
LangChain
LlamaIndex
Semantic Kernel
AutoGen

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PyRIT

About PyRIT

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Open Source

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