7 Commits

Author SHA1 Message Date
wangwei
754a30ad59 feat(session-async): add /api/score/session_async with incremental session report aggregation
- New POST /api/score/session_async endpoint: same session_id calls append to one shared report
- New GET /api/score/sessions/{session_id}: returns call_count, metric_means, all job records
- New GET /api/score/session/jobs/{job_id}: individual call status
- SessionScoreJobManager: deterministic run_id from session_id, per-session mutex for CSV append, advisor regenerated on every call
- SessionScoreRequest (extends ScoreRequest + session_id), SessionScoreJobResponse, SessionStatus models added
- 24 new tests, all passing

chore(weighted-score): comment out 综合加权得分 display and computation

- report.js: hide 综合加权得分 card in report detail page
- score_jobs.js: hide 综合 chip in async job list
- report_builder.py: overall_ws=None (computation disabled)
- summary.py: weighted_score summary line disabled
- evaluator.py: weighted_score/sample_weight columns no longer written to scores.csv
- score.py /api/score: weighted_score always returns null
- score_job_manager.py + session_score_manager.py: weighted=None
- Updated 3 tests to match new behaviour (6 pre-existing failures unchanged)

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-06-26 16:09:33 +08:00
wangwei
b870ed8730 feat: make contexts optional in /api/score
When contexts is absent, metrics that require retrieved_contexts
(faithfulness, context_recall, context_precision, noise_sensitivity)
are automatically skipped and appear in skipped_metrics.
Only answer_relevancy, factual_correctness, semantic_similarity
remain computable without contexts.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-06-24 14:42:03 +08:00
wangwei
a781ba1e4a config: set default judge_model=gpt-5, embedding_model=text-embedding-3-small
gpt-5.4/5.5/5.2/5.4-mini/5.4-nano are incompatible with RAGAS 0.4.3
because they require max_completion_tokens instead of max_tokens.
gpt-5 / gpt-4.1 support max_tokens and json_object mode required by RAGAS.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-06-23 15:29:01 +08:00
wangwei
2ad2c1ea9d docs: update /api/score example to use gpt-5.4 and text-embedding-3-small
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-06-23 15:11:34 +08:00
wangwei
5ced129ff7 feat: add detailed request logging to /api/score and global 422 handler
- Log incoming request (client, content-type, metrics, has_gt) on each /api/score call
- Log scoring result (latency, skipped metrics, scores) on success
- Register global RequestValidationError handler: logs url/content-type/errors
  so 422 causes are visible in server log without checking HTTP response body
- Fix jsonable_encoder for exc.errors() to handle non-serializable ctx objects

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-06-22 18:14:01 +08:00
wangwei
ebf1fc7be8 docs: enhance /api/score OpenAPI docs with full Chinese docstring and response example
- Add detailed Chinese route docstring covering all 7 metrics, contexts format,
  ground_truth optional behavior, and Bearer auth instructions
- Add 200 response content example for Swagger UI Try-it-out
- Bump app version to 0.3.0

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-06-22 15:52:30 +08:00
wangwei
a03a24be4e feat: add POST /api/score endpoint for Dify real-time scoring
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-06-22 15:14:19 +08:00