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7 Best Guardrails AI Alternatives (Self-Hosted)

The best self-hosted alternatives to Guardrails AI.

Guardrails AI is an open-source Python framework for adding structural guardrails to large language model (LLM) applications. It lets you define verifiable guardrails — input/output validation, risk detection, content moderation, and custom policies — that run before and after every LLM call. With built-in support for OpenAI, Anthropic, and local models, Guardrails AI provides a declarative API for safe, reliable LLM deployment. It includes guardrails_hub for pre-built validators covering PII detection, toxicity checking, code safety, and more.

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