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@haz3141 haz3141 commented Sep 7, 2025

Adds QA compose + eval; updates research log post-merge. Await CI.

Features Added

  • QA Module (): Retrieval + synthesis with passage citations
  • Eval Harness (): Fixed seed evaluation with grounding metrics
  • Grounding Tests (): Citation validation
  • Research Log (): Updated with QA features

Key Capabilities

  • ✅ Passage ID citations for all answers
  • ✅ Confidence scoring based on passage relevance
  • ✅ Deterministic evaluation with fixed seed (42)
  • ✅ Batch processing support
  • ✅ Comprehensive grounding validation

Ready for S6C

This completes the QA+Eval phase of the RAG implementation. The module provides:

  • Grounded answers with specific passage references
  • Reproducible evaluation metrics
  • Test coverage for grounding functionality

Awaiting CI validation.

- Mark PR #24 as merged
- Add PRs #27, #28, #29 to merged list
- Complete v0.6.2 release documentation
- Add lab/rag/qa.py: QA module with retrieval + synthesis + grounding
- Add lab/rag/eval.py: evaluation harness with fixed seed for reproducibility
- Add tests/rag/test_qa_grounding.py: grounding validation tests
- Update docs/research/rag-baseline.md: document QA module features

Features:
- Passage ID citations for all answers
- Confidence scoring based on passage relevance
- Deterministic evaluation with fixed seed
- Batch processing support
- Comprehensive grounding validation tests

Ready for S6C evaluation phase.
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