Guardrails AI is an open-source Python framework that helps developers build reliable AI applications by adding guardrails to large language models (LLMs). It performs two key functions: running input/output guards to detect and mitigate risks, and generating structured data from LLMs. Guardrails can be integrated with any LLM, providing features such as real-time hallucination detection, validation of generated text for toxicity, truthfulness, and PII compliance, and serving as a standalone service via a REST API. The framework supports streaming validation, structured data generation, and monitoring, enhancing the safety and reliability of AI applications.

guardrails-ai

An open-source Python framework designed to add guardrails to large language models, ensuring reliable and safe AI application development.

Guardrails AI

NeMo Guardrails is an open-source toolkit developed by NVIDIA that enables developers to incorporate programmable guardrails into applications powered by large language models (LLMs). These guardrails help guide and control conversations, ensuring that AI systems operate within defined parameters and avoid undesired topics or behaviors. The toolkit offers features such as input and output moderation, fact-checking, and content safety measures. By integrating NeMo Guardrails, developers can build trustworthy, safe, and secure LLM-based applications that adhere to specific guidelines and standards.

nemo-guardrails

An open-source toolkit by NVIDIA for adding programmable guardrails to large language model (LLM) applications, ensuring safe and controlled interactions.

AI Agents Tagged with: AI safety

Guardrails AI

NeMo Guardrails