Prompt-injection firewall for LLM applications — 33 input detectors, 9 output scanners, federated ed25519-signed threat-intel feed. Apache 2.0, 1040 tests, F1 96.0% with 0% false positives. Docker, GitHub Action, LangChain/LlamaIndex/CrewAI integrations.

15 stars 3 forks 15 watchers Python Apache License 2.0
agentic-ai ai-safety benchmarks crewai fastapi guardrails langchain llamaindex llm-firewall llm-security mcp owasp pii-detection prompt-injection prompt-shield python red-teaming self-learning threat-intelligence vector-similarity
5 Open Issues Need Help Last updated: Sep 16, 2026

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Prompt-injection firewall for LLM applications — 33 input detectors, 9 output scanners, federated ed25519-signed threat-intel feed. Apache 2.0, 1040 tests, F1 96.0% with 0% false positives. Docker, GitHub Action, LangChain/LlamaIndex/CrewAI integrations.

Python
#agentic-ai#ai-safety#benchmarks#crewai#fastapi#guardrails#langchain#llamaindex#llm-firewall#llm-security#mcp#owasp#pii-detection#prompt-injection#prompt-shield#python#red-teaming#self-learning#threat-intelligence#vector-similarity

Prompt-injection firewall for LLM applications — 33 input detectors, 9 output scanners, federated ed25519-signed threat-intel feed. Apache 2.0, 1040 tests, F1 96.0% with 0% false positives. Docker, GitHub Action, LangChain/LlamaIndex/CrewAI integrations.

Python
#agentic-ai#ai-safety#benchmarks#crewai#fastapi#guardrails#langchain#llamaindex#llm-firewall#llm-security#mcp#owasp#pii-detection#prompt-injection#prompt-shield#python#red-teaming#self-learning#threat-intelligence#vector-similarity

Prompt-injection firewall for LLM applications — 33 input detectors, 9 output scanners, federated ed25519-signed threat-intel feed. Apache 2.0, 1040 tests, F1 96.0% with 0% false positives. Docker, GitHub Action, LangChain/LlamaIndex/CrewAI integrations.

Python
#agentic-ai#ai-safety#benchmarks#crewai#fastapi#guardrails#langchain#llamaindex#llm-firewall#llm-security#mcp#owasp#pii-detection#prompt-injection#prompt-shield#python#red-teaming#self-learning#threat-intelligence#vector-similarity
enhancement help wanted

Prompt-injection firewall for LLM applications — 33 input detectors, 9 output scanners, federated ed25519-signed threat-intel feed. Apache 2.0, 1040 tests, F1 96.0% with 0% false positives. Docker, GitHub Action, LangChain/LlamaIndex/CrewAI integrations.

Python
#agentic-ai#ai-safety#benchmarks#crewai#fastapi#guardrails#langchain#llamaindex#llm-firewall#llm-security#mcp#owasp#pii-detection#prompt-injection#prompt-shield#python#red-teaming#self-learning#threat-intelligence#vector-similarity

Prompt-injection firewall for LLM applications — 33 input detectors, 9 output scanners, federated ed25519-signed threat-intel feed. Apache 2.0, 1040 tests, F1 96.0% with 0% false positives. Docker, GitHub Action, LangChain/LlamaIndex/CrewAI integrations.

Python
#agentic-ai#ai-safety#benchmarks#crewai#fastapi#guardrails#langchain#llamaindex#llm-firewall#llm-security#mcp#owasp#pii-detection#prompt-injection#prompt-shield#python#red-teaming#self-learning#threat-intelligence#vector-similarity