gendesign/backend/tests/services
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feat(chat): LLM tool-loop + §19 redaction wiring for #957 (Step 2+3)
Add the LLM prose-composition path for the parcel-forecast chat, layered
over the deterministic Step-1 fallback which stays the safety net.

- chat/tools.py: 5 read-only section tools (exec_summary, product_recommendation,
  forecast, risks, scenarios) — pure slices of the loaded report dict, no DB/
  recompute, graceful on missing sections. market_now (raw analyze blob) and meta
  are deliberately NOT exposed -> highest-PII data cannot reach the LLM.
- chat/safe_payload.py: the §19 gate — single place that builds the outbound
  SafePayload from a section-aggregate allowlist; honors is_confidential hard-block.
- chat/orchestrator.py: manual tool-call loop with call-cap/termination, real
  grounded_in provenance; any LLMResult.ok=False (disabled/timeout/rate_limited/
  redaction_refused/call_cap/provider_error/empty) degrades to the deterministic answer.
- llm/prompts.py: versioned chat_system@v1 — answer only from sections, never
  fabricate numbers, advisory tone, decline out-of-scope.
- api/v1/chat.py: branch on settings.llm_enabled; sync complete bridged via
  run_in_threadpool. Default-off -> deterministic path, no provider built.
- Tests: fake provider only (no network), planted-secret redaction-boundary +
  per-reason fallback + call-cap + numbers-from-report coverage.

Refs #957
2026-06-08 17:45:01 +05:00
..
analysis_runs feat(parcels): typed AnalyzeResponse + run-history read endpoints (#961) 2026-06-06 18:13:34 +00:00
cadastre fix(#265 review): CRS 3857→4326 + stable zone_id hash + rename 102 + tx comment 2026-05-17 10:45:52 +03:00
chat feat(chat): LLM tool-loop + §19 redaction wiring for #957 (Step 2+3) 2026-06-08 17:45:01 +05:00
exporters feat(export): add PPTX presentation export of §22 forecast report (#959) 2026-06-07 14:09:35 +05:00
forecasting feat(forecasting): §25.3 TRUE own-portfolio cannibalization overlap (#1169 PR2) 2026-06-08 16:47:18 +05:00
llm feat(llm): foundational LLM infra package with §19 redaction + deterministic fallback (#960) 2026-06-08 15:44:16 +05:00
scrapers feat(sf): OCR-пайплайн изъятия ЕКБ (Tesseract rus) → land_reservation (#1062) 2026-06-07 18:07:06 +03:00
site_finder feat(site-finder): own-portfolio data source for §25.3 cannibalization (#1169 PR1) 2026-06-08 16:21:53 +05:00
__init__.py feat(cadastre): bulk_harvest worker + grid-walker + admin API (#168 PR3/5) (#171) 2026-05-15 13:31:32 +03:00
test_cadastre_bulk.py fix(nspd-geo): coerce geom to MultiPolygon + wide cad_buildings schema in on-demand ingest 2026-06-04 13:11:47 +05:00
test_ekburg_permits.py feat(sf): geocode geom для ekburg_construction_permits из МСК-66 (#1124) 2026-06-07 11:16:45 +00:00
test_forecast_request_cache.py perf(forecast): per-request memoization cache for §22 cold build (#1129) 2026-06-08 05:26:27 +00:00
test_functional_zone_lookup.py feat(sf): ingest функц.зон генплана ЕКБ-2045 из ГИСОГД-СО WFS → ekb_genplan_functional_zone (#1137) 2026-06-07 12:03:39 +00:00
test_granddoc_lookup.py feat(sf): граддокументация (статус+ПАГЕ-реквизиты) из planning_projects в analyze (#1154) 2026-06-07 15:15:03 +00:00
test_ird_analyze.py feat(sf): врезка pat_subzones в analyze ИРД-блок (#1158) 2026-06-07 17:59:50 +00:00
test_ird_overlay_lookup.py feat(sf): gknspecial_zone ИРД-harvest → ird_overlays (#1114) 2026-06-07 09:54:53 +00:00
test_krt_lookup.py feat(sf): КРТ-реквизиты (ekb_krt_sites) в ИРД-блок analyze (#1131) 2026-06-07 11:50:29 +00:00
test_nspd_denorm.py feat(nspd): denorm nspd_parcels + nspd_buildings tables (#94 PR3 of 4) 2026-05-16 20:20:03 +03:00
test_objective_backfill.py feat(etl): objective_complex_mapping backfill via pg_trgm (#203) (#214) 2026-05-16 12:47:09 +00:00
test_own_developer_ids_config.py feat(site-finder): own-portfolio data source for §25.3 cannibalization (#1169 PR1) 2026-06-08 16:21:53 +05:00
test_planning_lookup.py feat(sf): wire ППТ/ПМТ planning_projects в analyze ird-блок (#1105) 2026-06-06 20:50:34 +00:00
test_quarter_dump_lookup.py Merge remote-tracking branch 'forgejo/main' into fix/234-nspd-harvest-eta-badge 2026-05-17 09:19:12 +03:00
test_recommend_mix_velocity.py feat(recommend): horizon-aware recommend_mix opt-in overlay (#982, 953-A) (#1014) 2026-06-03 07:40:33 +00:00
test_reservation_lookup.py feat(sf): ПАГЕ-парсер изъятия/резервирования → land_reservation (#1118) 2026-06-07 10:15:03 +00:00
test_zone_regulation_extract.py feat(sf): zone_regulation_cache — ПЗЗ-регламент по zone_index + числовой экстракт (#1099) 2026-06-06 19:31:28 +00:00