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Dev.to
7/16/2026
The original headline is: "Secure Your Python LLM Pipeline with Resk-LLM — 11 Threat Detectors in One pip Install"

The original headline is: "Secure Your Python LLM Pipeline with Resk-LLM — 11 Threat Detectors in One pip Install"

Original: Secure Your Python LLM Pipeline with Resk-LLM — 11 Threat Detectors in One pip Install

Short summary

Resk-LLM is an open-source MIT-licensed Python middleware that adds 11 threat detectors (prompt injection, jailbreak, PII leakage, code injection, etc.) to FastAPI LLM endpoints via a single pip install. It operates on input-side filtering with configurable block or log modes, and can be paired with resk-logits for output-side token blocking. Requires Python 3.13+ and PyTorch 2.0+ with zero external API dependencies.

  • Single pip install adds 11 LLM threat detectors as FastAPI middleware covering injection, jailbreak, PII, exfiltration, and more
  • Supports block mode for production and log mode for evaluation; configurable per-route policies
  • Pairs with resk-logits GPU-accelerated logits processor for output-side dangerous token blocking

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