Woody
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ef10b937cf
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feat: Sub-Phase 8.0 — config & enums for Q&A-pair chunking strategy
Backend:
- Add 6 Q&A chunking config fields to Settings (default_chunking_strategy,
qa_vision_enabled, qa_max_chunk_tokens, qa_structure_model,
qa_include_internal_refs, qa_cache_vision_results)
- Define ChunkingStrategyType Literal + VALID_CHUNKING_STRATEGIES frozenset
- Add strategy field to IngestResponse (default token, non-breaking)
- Add IngestRequest model with strategy param
- Update .env.example with new env vars
Frontend:
- Add ChunkingStrategy type ('token' | 'question')
- Extend IngestResponse, DocumentInfo, ChunkInfo with Q&A fields
Tests:
- test_qa_chunking_config_defaults — all defaults verified
- test_qa_chunking_config_from_env — env var overrides verified
Plan fix: renamed qa_verification_model → qa_structure_model to match
LLM-first architecture
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2026-05-15 12:01:28 +08:00 |
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Woody
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181f4eca5b
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feat: Phase 1.3 query pipeline with decomposition, relevance filter, and response
- Add QueryDecomposer: extracts keywords from question via LLM JSON response
- Add RelevanceFilter: batch scores chunks 0-10, filters by threshold
- Add POST /api/v1/query endpoint with full 3-step pipeline:
1. QueryDecomposer.decompose() → keywords
2. RAGService.retrieve() → chunks from ChromaDB
3. RelevanceFilter.filter() → score and filter chunks
4. RAGService.generate_response() → bullet-point answer
- Fix SourceMetadata.upload_date type from datetime to str for flexibility
- Test-first: 13 new tests pass (5 decomposer, 5 relevance filter, 3 query endpoint)
- All Phase 1 tests: 41 passed, 2 skipped
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2026-04-22 17:19:21 +08:00 |
|
Woody
|
3712397d64
|
feat: Phase 1.1 project setup with config, database, and models
- Add requirements.txt with all dependencies
- Add .env.example with required environment variables
- Add Pydantic Settings (config.py) with .env loading
- Add ChromaDB persistent client (database.py)
- Add Pydantic schemas (ingest.py) for request/response
- Add FastAPI main.py with CORS middleware
- Add package __init__.py files
- Add tests: test_phase1_config.py, test_phase1_database.py
- All 5 tests pass
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2026-04-22 16:13:52 +08:00 |