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	825e070ed9	feat(multi-layer): complete Multi-Layer Control Architecture (Phases 1-8 + Pass 0) ... Implements the full Multi-Layer Control Architecture for migrating ~25,000 Rich Controls into atomic, deduplicated Master Controls with full traceability. Architecture: Legal Source → Obligation → Control Pattern → Master Control → Customer Instance New services: - ObligationExtractor: 3-tier extraction (exact → embedding → LLM) - PatternMatcher: 2-tier matching (keyword + embedding + domain-bonus) - ControlComposer: Pattern + Obligation → Master Control - PipelineAdapter: Pipeline integration + Migration Passes 1-5 - DecompositionPass: Pass 0a/0b — Rich Control → atomic Controls - CrosswalkRoutes: 15 API endpoints under /v1/canonical/ New DB schema: - Migration 060: obligation_extractions, control_patterns, crosswalk_matrix - Migration 061: obligation_candidates, parent_control_uuid tracking Pattern Library: 50 YAML patterns (30 core + 20 IT-security) Go SDK: Pattern loader with YAML validation and indexing Documentation: MkDocs updated with full architecture overview 500 Python tests passing across all components. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-03-17 09:00:37 +01:00