ElebobaandClaude Opus 5.5 6a77831603 feat(llm): RAG knowledge base over clinical guidelines with cited extractive answers ...

- docs/source/rag: PDF sources (KR PTSD 2023, KR depression 2024, meds module spec),
  pdf->txt converter (tables as markdown, page markers, hand-transcribed figures),
  word-level check against pdftotext; fixes HAM-D/MADRS fake headers and split rows
- config/rag: corpus txt + sources.yaml (documents, audiences, retrieval params, synonyms)
- app/llm/rag: Snowball stemmer, section-aware chunker with page citations,
  BM25 + synonym expansion + densest-passage reranking, extractive answer()
  with coverage gate, patient dose/prescribing filter, optional LLM rephrasing
  rejected when it adds content; CLI python -m app.llm.rag
- tests: gold retrieval set (hit@3 >= 15/18), off-topic, safety, faithfulness
- ADR-011

Refs #60

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

2026-10-04 04:11:06 +03:00

..

data

feat(core): safety detector with RU risk lexicon and fixed crisis script

2026-10-03 15:01:35 +03:00

test_clock.py

feat(core): rule engine for alerts/agent actions and virtual demo clock

2026-10-03 14:58:19 +03:00

test_contracts.py

feat(backend): monitoring service — snapshot, rules, alerts, status colour, clock persistence

2026-10-04 03:13:57 +03:00

test_cssrs_content.py

feat(core): add verified Russian C-SSRS Recent source content

2026-10-03 17:24:48 +03:00

test_db.py

feat(backend): demo scheduler on the virtual clock — doses, missed, check-ins, scales, silence

2026-10-04 03:25:44 +03:00

test_dialog_engine_gaps.py

fix(bot): close dialog engine gaps (C-SSRS repeat, scale intros, button payloads, step timeout)

2026-10-03 19:00:47 +03:00

test_dialog_engine.py

feat(bot): dialog engine — scrub → safety → FSM → monitoring, consent, age gate, crisis

2026-10-03 15:42:36 +03:00

test_dialog_intake.py

feat(questionnaire): integrate revised intake and follow-up monitoring

2026-10-03 18:19:34 +03:00

test_dialog_meds.py

fix(bot): close dialog engine gaps (C-SSRS repeat, scale intros, button payloads, step timeout)

2026-10-03 19:00:47 +03:00

test_dialog_veteran_days.py

fix(bot): close dialog engine gaps (C-SSRS repeat, scale intros, button payloads, step timeout)

2026-10-03 19:00:47 +03:00

test_dialog_veteran_onboarding.py

feat(bot): veteran onboarding — exposure, PC-PTSD-5, PCL-5, PHQ-9, AUDIT-C, weapon access

2026-10-03 18:37:46 +03:00

test_intake_runtime.py

feat(questionnaire): integrate revised intake and follow-up monitoring

2026-10-03 18:19:34 +03:00

test_llm_med_qa.py

feat(bot): med_qa answers about the drug only from ГРЛС excerpts

2026-10-03 15:32:48 +03:00

test_llm_rag.py

feat(llm): RAG knowledge base over clinical guidelines with cited extractive answers

2026-10-04 04:11:06 +03:00

test_llm_summary.py

feat(bot): add doctor summary built from structured card data

2026-10-03 15:33:37 +03:00

test_llm.py

feat(bot): LLM gateway with GigaChat and offline mock providers

2026-10-03 15:00:41 +03:00

test_modules.py

chore(core): stage 1 contracts — dialog, API schemas + fixtures, integrations, monitoring, modules

2026-10-03 15:22:25 +03:00

test_privacy.py

chore(core): stage 1 contracts — dialog, API schemas + fixtures, integrations, monitoring, modules

2026-10-03 15:22:25 +03:00

test_questionnaire.py

feat(questionnaire): integrate revised intake and follow-up monitoring

2026-10-03 18:19:34 +03:00

test_rules.py

chore(core): stage 1 contracts — dialog, API schemas + fixtures, integrations, monitoring, modules

2026-10-03 15:22:25 +03:00

test_safety.py

feat(questionnaire): integrate revised intake and follow-up monitoring

2026-10-03 18:19:34 +03:00

test_scheduler_demo.py

feat(backend): demo scheduler on the virtual clock — doses, missed, check-ins, scales, silence

2026-10-04 03:25:44 +03:00

test_scoring.py

feat(questionnaire): integrate revised intake and follow-up monitoring

2026-10-03 18:19:34 +03:00

test_services_monitoring.py

feat(backend): monitoring service — snapshot, rules, alerts, status colour, clock persistence

2026-10-04 03:13:57 +03:00

test_smoke.py

chore(devops): project skeleton — uv, docker compose, Makefile, CI

2026-10-03 14:46:01 +03:00

test_telegram.py

feat(bot): Telegram channel over the dialog engine

2026-10-03 15:43:51 +03:00