ALTER TABLE rag_retrieval_trace
    ADD COLUMN IF NOT EXISTS conversation_id varchar(128);

CREATE INDEX IF NOT EXISTS rag_retrieval_trace_conversation_idx
    ON rag_retrieval_trace (conversation_id, created_at DESC)
    WHERE conversation_id IS NOT NULL;