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Red-team your RAG pipeline for prompt injection, source-document leakage, and cross-document smuggling, in CI. The gap between RAG eval (RAGAS/DeepEval) and LLM scanners (garak).

2 starsPython

rag-redteam, red-team your RAG pipeline for injection and leakage in CI

by Srivatsa_2003·Jul 8, 2026·2 points·0 comments

AI Analysis

●●SolidSolve My ProblemDark Horse

Fills the gap between RAGAS evaluation and garak LLM scanning for RAG security.

Strengths
  • Targets the retrieval pipeline itself, not just the model or answer quality
  • Provider-agnostic adapters for LangChain, LlamaIndex, and Haystack
  • CI integration fails builds when vulnerabilities are detected
Weaknesses
  • RAG security testing is becoming a crowded category quickly
  • Requires wrapping your pipeline in a specific adapter interface
Category
Target Audience

ML engineers, security teams building RAG systems

Similar To

garak · RAGAS · DeepEval

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