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v2.8.0 — Exploit Pattern RAG

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@R00T-Kim R00T-Kim released this 18 May 05:50

v2.8.0 introduces Exploit Pattern RAG, a major upgrade to the AutoPoC generation engine.

Key Features

  1. Knowledge Base: Centralized repository for structured exploit patterns in data/exploit_references/. (Standard-compliant JSON metadata).
  2. Scoring Retriever: Multi-axis matching engine selecting best-fit patterns based on candidate-target alignment.
  3. Adaptation Engine: Prompts LLMs to adapt tactical patterns instead of raw code, reducing hallucination.
  4. Contamination Guard: Automatically detects and blocks target-specific artifact leaks from references into generated PoCs.
  5. User-Centric Documentation: Reorganized READMEs to emphasize practical use cases, unique advantages, and quick-start guides.
  6. Zero-Dependency Mandate: Restored pure Python stdlib compatibility by removing external YAML requirements.

See CHANGELOG.md for full details.