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
No pros listed yet.
Cons of Guardrails AI
No cons listed yet.
Guardrails AI Alternatives & Comparisons
What are some alternatives to Guardrails AI?
HeimdaLLM
It is a robust static analysis framework for validating that LLM-generated structured output is safe. It currently supports SQL.
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.
