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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>
57 lines
1.1 KiB
Plaintext
57 lines
1.1 KiB
Plaintext
# BreakPilot Compliance Backend Dependencies
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# Web Framework
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fastapi==0.123.9
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uvicorn==0.38.0
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starlette==0.49.3
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# HTTP Client (consent-service proxy, DSR proxy)
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httpx==0.28.1
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requests==2.32.5
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# Validation & Types
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pydantic==2.12.5
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pydantic_core==2.41.5
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email-validator==2.3.0
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annotated-types==0.7.0
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# Authentication
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PyJWT==2.10.1
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python-multipart>=0.0.22
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# AI / Anthropic (compliance AI assistant)
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anthropic==0.75.0
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# Re-Ranking (cross-encoder, CPU-only PyTorch to keep image small)
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--extra-index-url https://download.pytorch.org/whl/cpu
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torch
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sentence-transformers>=3.0.0
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# PDF Generation (GDPR export, audit reports)
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weasyprint>=68.0
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reportlab==4.2.5
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Jinja2==3.1.6
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# Document Processing (Word import for consent admin)
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mammoth==1.11.0
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Markdown==3.9
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# PDF Text Extraction (document import analysis)
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PyMuPDF==1.25.3
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# Utilities
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python-dateutil==2.9.0.post0
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# Database
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asyncpg==0.30.0
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SQLAlchemy==2.0.36
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psycopg2-binary==2.9.10
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# Cache (Valkey/Redis - rate limiter middleware)
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redis==5.2.1
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# Security: Pin transitive dependencies to patched versions
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idna>=3.7
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cryptography>=42.0.0
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pillow>=12.1.1
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