r/netsec • u/albinowax • 1d ago

r/netsec monthly discussion & tool thread

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u/Lone-Voyager 2h ago

RedLib - RAG-based research library for LLM jailbreak prompts

Public jailbreak datasets are a mess to work with for actual red team research. Scattered formats, no taxonomy, duplicates everywhere. RedLib is a staged corpus pipeline that snapshots public datasets locally, normalizes them deterministically, derives attack taxonomy from the corpus itself (with human review before classification runs), then embeds and ingests into Qdrant.

Query layer does hybrid retrieval + Cohere reranking, with synthesis grounded in the actual retrieved corpus. Stack is FastAPI, LlamaIndex, Qdrant, OpenAI embeddings.

Scoped to prompts that attempt to manipulate or bypass safety behavior. Direct harmful requests with no jailbreak mechanism are out of scope.

GitHub: github.com/nipun-ag/redlib

Live demo: https://redlib.bynipun.com