Llm Guardrails Python Packages

deepteam

DeepTeam is a framework to red team LLMs and LLM systems.

beava

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

agentic-security

Agentic LLM Vulnerability Scanner / AI red teaming kit 🧪

agentshield-guard

Official Python SDK for AgentShield — prompt-injection detection for LLM agents.

promptshields

Production-Grade LLM Security Framework - Protect against prompt injection, jailbreaks, and data leakage

last-layer

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

openbias

Open Source Reliability Harness: Make your agents follow rules. One line of code to‎ ‎enforce, trace, and improve. ‎ ‎

aixploit

Engineered to help red teams and penetration testers exploit large language model AI solutions vulnerabilities.

blackwall-llm-shield-python

Security middleware for Python LLM apps and services. Blocks prompt injection, masks PII, inspects outputs, and gates agent tools.

opensentinel

Reliability layer for AI agents - monitors workflow adherence and intervenes when agents deviate

agentshield-py

Prompt-injection firewall for LLM agents. 6-layer pipeline (normalize, regex, MiniLM classifier, output guard, policy, audit) at <4ms p95. Python SDK + open benchmark (5,972 samples, F1 0.921).

agentshield-client

Prompt-injection firewall for LLM agents. 6-layer pipeline (normalize, regex, MiniLM classifier, output guard, policy, audit) at <4ms p95. Python SDK + open benchmark (5,972 samples, F1 0.921).

mseep-agentic-security

Agentic LLM vulnerability scanner

langalf

Agentic LLM Vulnerability Scanner / AI red teaming kit 🧪