2 Commits

Author	SHA1	Message	Date
Benjamin Admin	c52dbdb8f1	feat(rag): optimize RAG pipeline — JSON-Mode, CoT, Hybrid Search, Re-Ranking, Cross-Reg Dedup, chunk 1024 ... Phase 1 (LLM Quality): - Add format=json to all Ollama payloads (obligation_extractor, control_generator, citation_backfill) - Add Chain-of-Thought analysis steps to Pass 0a/0b system prompts Phase 2 (Retrieval Quality): - Hybrid search via Qdrant Query API with RRF fusion + automatic text index (legal_rag.go) - Fallback to dense-only search if Query API unavailable - Cross-encoder re-ranking with BGE Reranker v2 (RERANK_ENABLED=false by default) - CPU-only PyTorch dependency to keep Docker image small Phase 3 (Data Layer): - Cross-regulation dedup pass (threshold 0.95) links controls across regulations - DedupResult.link_type field distinguishes dedup_merge vs cross_regulation - Chunk size defaults updated 512/50 → 1024/128 for new ingestions only - Existing collections and controls are NOT affected Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-03-21 11:49:43 +01:00
Benjamin Admin	dd09fa7a46	feat: CRA wiki, cybersecurity policy template, Phase H RAG ingestion ... - Wiki: add CRA category with 3 articles (Grundlagen, 35 Security Controls, CRA+NIS2+AI Act Framework) - Document Generator: add CRA-konforme Cybersecurity Policy template with 21 sections covering governance, SSDLC, vulnerability management, incident response (24h/72h), SBOM, patch management - RAG: ingest Phase H — 17 EU regulations + 2 NIST frameworks now in Qdrant (CRA, AI Act, NIS2, DSGVO, DMA, GPSR, Batterieverordnung, etc.) - Phase H script: add scripts/ingest-phase-h.sh for reproducible ingestion - rag-sources.md: update status to ingestiert, add CRA entry Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-03-15 00:43:46 +01:00