gendesign/backend/app/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(nspd-geo): coerce geom to MultiPolygon + wide cad_buildings schema in on-demand ingest 2026-06-04 13:11:47 +05:00
chat feat(chat): LLM tool-loop + §19 redaction wiring for #957 (Step 2+3) 2026-06-08 17:45:01 +05:00
etl feat(etl): fuzzy matcher v2 — pruned threshold 0.85→0.80 for objective mapping coverage 2026-05-17 16:28:20 +03:00
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
generative deploy.yml: sync compose+Caddyfile from git, reload caddy after up 2026-04-26 13:31:26 +03:00
llm feat(chat): LLM tool-loop + §19 redaction wiring for #957 (Step 2+3) 2026-06-08 17:45:01 +05:00
photos fix ui lag 2026-04-27 20:26:55 +03:00
scrapers feat(macro): CBR inflation (ИПЦ YoY) -> macro_indicator + activate §9.5 channel (#946) 2026-06-08 11:41:14 +05:00
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 init 2026-04-25 13:45:19 +03:00
analytics_queries.py feat(recommend): horizon-aware recommend_mix opt-in overlay (#982, 953-A) (#1014) 2026-06-03 07:40:33 +00:00
analytics_refresh.py fix(scrape): SQLAlchemy text() парсил ':00:' regex как named-param 2026-04-30 23:16:11 +03:00
forecast_request_cache.py perf(forecast): per-request memoization cache for §22 cold build (#1129) 2026-06-08 05:26:27 +00:00
insights.py feat(insights): manual-entry Insight entity CRUD + §19 audit (#948 part A) 2026-06-08 12:41:39 +05:00
job_settings.py fix(cadastre,nspd_sync): SQL syntax bugs surfaced by ekb_full v2 (#186) 2026-05-15 19:18:43 +03:00
objective_etl.py fix(worker): port objective_etl from psycopg2 → psycopg v3 2026-05-11 12:07:57 +03:00
objective_sync_config.py feat(objective): full sync pipeline + dynamic admin config 2026-05-10 19:54:15 +03:00
own_projects.py feat(site-finder): own-portfolio data source for §25.3 cannibalization (#1169 PR1) 2026-06-08 16:21:53 +05:00