[NOTICKET][doc] correct metadata key path in _format_context

[NOTICKET] pass orchestrator search_query to sql executor for multi-turn context

[NOTICKET] now retrieve db tables first, then get column from the obtained tables. reduce k to 5

fix: increase K in chat endpoint to 10

fix: query executor now use user question as prompt (sebelumnya pakai hasil orchestrator)

[NOTICKET] minor refactoring

[NOTICKET] fix query now use orchestrator msg, rework db pipeline replace ingestion logic

[KM-520] Integrate db query executor pipeline with existing rag retrieve pipeline

[NOTICKET] minor fix in chat.py, add package for query, change schema used to hybrid (cosine+bm25)

[NOTICKET] add db_client for querying

[NOTICKET] fixed multiple sources

[NOTICKET] fix single source to multiple sources

[KM-438][KM-439] framework for knowledge retriever

[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