Guardrails AI
What is Guardrails AI?
It is an open-source Python package for specifying structure and type, validating and correcting the outputs of large language models (LLMs).
Guardrails AI is a tool in the AI Infrastructure category of a tech stack.
Key Features
Enforces structure and type guaranteesValidate and correct the outputs of large language models (LLMs)Takes corrective actions (e.g. reasking LLM) when validation fails
Guardrails AI Pros & Cons
Pros of Guardrails AI
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Cons of Guardrails AI
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Guardrails AI Alternatives & Comparisons
What are some alternatives to Guardrails AI?
Rebuff
It is a self-hardening prompt injection detector. It is designed to protect AI applications from prompt injection (PI) attacks through a multi-stage defense.
LLM Guard
It is a comprehensive tool designed to fortify the security of Large Language Models (LLMs). By offering sanitization, detection of harmful language, prevention of data leakage, and resistance against prompt injection attacks, it ensures that your interactions with LLMs remain safe and secure.
LangKit
It is an open-source toolkit for monitoring Large Language Models (LLMs). It extracts signals from prompts & responses, ensuring safety & security.
