Content Security Python Packages

cerbia-cli

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.

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.

aegis-memory

Secure context engineering for AI agents. Content security · integrity verification · trust hierarchy · ACE patterns. Self-hosted, Apache 2.0.

cerbia-core

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.

cerbia-ml

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.

cerbia-protectai

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.

cerbia-presidio

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.

mcp-parapet

Local-first security middleware for MCP servers. Content scanning, prompt-injection defence, trust boundaries, manifest integrity, and audit trails. No API keys, no telemetry. OWASP MCP Top 10 aligned.

palisade-scanner

Scan web content for prompt injection, hidden instructions, and adversarial content targeting AI agents

yyds-stream-tap

A highly optimized, thread-safe, zero-latency streaming text interceptor and sensitive words filter for LLM outputs. Supports Python dicts, raw text, and OpenAI SSE streams out-of-the-box. 专为大模型（LLM）流式输出设计的高性能、线程安全、零延迟文本拦截器与敏感词过滤清洗工具。支持原始文本、Python字典、以及 OpenAI SSE 流。