Guardrails AI

Guardrails AI is a Python framework that helps build reliable AI applications by mitigating risks and generating structured data.

Guardrails AI is a Python framework designed to help developers build reliable artificial intelligence applications. It performs two primary functions: running input and output guards to detect, quantify, and mitigate specific types of risks, and helping generate structured data from large language models. The platform features Guardrails Hub, a collection of pre-built risk measures known as validators. Developers can combine multiple validators into guards that intercept model inputs and outputs. It is built for developers creating AI applications who need to ensure safety and reliability. The documentation also mentions Guardrails Server as part of the ecosystem.

Guardrails AI at a glance

Best for: Software engineer
Pricing: Freemium
Released: January 2023
Category: AI coding tool
Website: guardrailsai.com

Key features

Run Input Guards to detect and mitigate risks
Run Output Guards to intercept model outputs
Generate structured data from large language models
Combine multiple validators into guards
Access pre-built measures of risks via Guardrails Hub

Use it for

Building reliable AI applications
Detecting specific types of risks in model inputs
Mitigating risks in model outputs
Generating structured data from LLMs

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