[KM-652] refactor(db): align analysis-family models to the dedorch schema

[NOTICKET] fix(api): un-break Swagger /docs (OpenAPI schema generation)

[NOTICKET] feat(api): add list_tools endpoint (GET /api/v1/tools)

[KM-652] fix(report,chat): align report gate with readiness + cleanup

[KM-652] fix(orchestrator): un-brick sessions + enforce data-source binding

[NOTICKET] fix(chat): cache only the stateless 'chat' intent

[KM-665] feat(help): dedupe suggested questions against chat_history

[KM-652] feat(query): single-level FK joins in QueryIR (T4)

[KM-652] fix(readiness,ps): substantive = successful analysis; PS needs explicit goal

[KM-652] feat(analysis): GET /analysis/{id} + GET /analysis (read endpoints)

[KM-652] feat(analysis): #10 data-source binding (analysis-owned join table)

[KM-652] fix(report): connect record->report->state loop + readiness refinement

[KM-652] feat(report): is_report_ready signal + wire into help dispatch

[KM-667] feat(help): wire help dispatch in chat_handler

[KM-666] feat(help): HelpAgent handler + consistency guard

[KM-665] feat(help): state-tiered guidance prompt (help.md)

[KM-652] feat(orchestrator): analysis state + gate wiring + problem_statement skill

[NOTICKET] fix context description

[KM-643] feat(check): drill into named source schema(s) on check_data

[KM-643] feat(check): add helicopter view for broad inventory queries

[NOTICKET] feat(orchestrator): flat 6-intent router + gate + check skill

[KM-644] feat(report): button-triggered report generator + API

[NOTICKET] Adopt verb-first skill naming

[NOTICKET] feat(slow-path): persist AnalysisRecord via PostgresAnalysisStore

[NOTICKET] fix(chat): scope response cache by user_id + drop TTL to 1h (R5)

[KM-643] feat(tools): merge data sources into data_check + add knowledge_check

[KM-642] refactor(tools): rename data-access tools to data/knowledge naming

[KM-641] refactor(tools): trim analytics registry to 4 active tools

/fix redis connection code for general redis connection

feat/Planner Agent (#2)

[KM-582][DED][AI] Fix Retrieval in Agentic Service

fix build error in importing packages langchain_postgres

Fix schema table langchain_pg_embedding

[NOTICKET] fix: add SKIP_INIT_DB flag and remove pymongo dependency

feat/Catalog Retrieval System (#1)

[KM-438][KM-439] Improve Retrieval and Querying feature (#15)

Make a query for tabular (XLSX and CSV) (#14)

Merge dev_new to main (improve retriever and add querying) (#13)

[NOTICKET] fixed single source into multiple sources (#12)

[NOTICKET] add updated_at metadata & prevent duplicate while adding new embedding (#10)

[NOTICKET] add total token logging (#9)

[KM-496] [DED][AI] Fix Response data structure for field sources (db flow)

[NOTICKET] [document]: add doctypes endpoint (#7)

[NOTICKET][DB] add endpoints for dbtypes (#6)

[KM-493] [DED][AI] Fix source extraction in chat

[KM-436][KM-437] add and modify for database and document pipeline (#3)

[NOTICKET] Init db_client endpoint

[KM-467] [DED][AI] Orchestration Agent - Init