llm-guardrails 开源项目推荐（332 个）

confident-ai /deepteam

DeepTeam is a framework to red team LLMs and AI agents.

msoedov /agentic_security

Agentic LLM Vulnerability Scanner / AI red teaming kit 🧪

cobanov /awesome-jev

A curated, source-backed list of projects built with Jev, TypeSafe AI's System One model for typed decisions.

trylonai /gateway

The Open Source Firewall for LLMs. A self-hosted gateway to secure and control AI applications with powerful guardrails.

ZenGuard-AI /fast-llm-security-guardrails

The fastest Trust Layer for AI Agents

open-bias /open-bias

Open Source policy enforcement proxy: Make your agents follow rules.

beava-dev /beava

Real-time decision features without streaming infra. Turn live events into product reflexes — no Kafka, no Flink, no feature store.

arekusandr /last_layer

Ultra-fast, low latency LLM prompt injection/jailbreak detection ⛓️

securelayer7 /PROMPTPurify

Prompt-injection guardrail for LLM applications. Compact model that outperforms larger open-source guards. No regex, no signatures. Demo: anton.securelayer7.net

Emmimal /control-layer

A production-grade control layer that sits between your application logic and any LLM — input validation, schema enforcement, circuit breaking, targeted retry, and audit logging in one composable pipeline.

presidio-oss /hai-guardrails

A TypeScript library providing a set of guards for LLM (Large Language Model) applications

InditexTech /cerbia

A modular threat detection library for AI and LLM pipelines. It provides language-agnostic guardrails through a configurable pipeline of loaders, multi-layer de-obfuscation, specialized scanners, and automatic enforcement.

shiftynick /jev-axi

Agent-ergonomic CLI for TypeSafe's Jev: fast calibrated judgments (pick, rate, check, rank, triage, guard) from the shell

ant-research /awesome-mllm-guardrails

A curated list of LLM/MLLM guardrails, safety benchmarks, guard models, jailbreak attacks, moderation datasets, and evaluation tools.

TrustAI-laboratory /LMAP

LMAP (large language model mapper) is like NMAP for LLM, is an LLM Vulnerability Scanner and Zero-day Vulnerability Fuzzer.

logi-cmd /agent-guardrails

Checks AI-generated code changes before merge: scope, validation, risk, review evidence, and optional Verity receipts.

ducnguyen67201 /FeatherlaneAI

Real-time guardrail runtime for AI agents.

cgrtml /reasongate

Explainable security gate for LLM apps — blocks prompt injection with an auditable reason for every decision.

mdombrov-33 /go-promptguard

LLM prompt injection detection for Go applications

Responsible-AI-Labs /rail-score-sdk

Official Python SDK for RAIL Score. LLM evaluation across 8 dimensions, guardrails, safe regeneration, agent tool-call eval, and compliance (GDPR, HIPAA, EU AI Act, India DPDP).