fixes: chain singleton, parquet logger, SSE event consistency, remove double DB fetch

[KM-556] move parquet_service from knowledge/ to storage/

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

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