Guardrails AI
Mitigate Gen AI risks with Guardrails.
Overview
Guardrails AI is an open-source project that allows developers to build responsible and reliable AI applications with Large Language Models. It applies guardrails to both user prompts and the responses generated by LLMs, and supports the generation of structured output.
✨ Key Features
- Toxicity Detection
- PII Scrubbing
- Hallucination Prevention
- Extensive library of pre-built validators
- Support for custom validators
- Orchestration of multiple guardrails
🎯 Key Differentiators
- Programmatic framework for output validation
- Extensive library of pre-built validators
- Focus on mitigating risks from unsafe or unethical AI outputs
Unique Value: Provides a flexible and extensible open-source solution for adding a layer of validation and reliability to LLM applications.
🎯 Use Cases (3)
✅ Best For
- Used by thousands of developers and ML/AI platform engineers in leading enterprises.
💡 Check With Vendor
Verify these considerations match your specific requirements:
- NA
🏆 Alternatives
Focuses on a programmatic, validation-based approach to guardrails, which can be easily integrated into existing development workflows.
💻 Platforms
✅ Offline Mode Available
💰 Pricing
Free tier: Open-source and free to use.
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