2026/04/16 11:24:55 D:/SmartFlow-Agent/backend/dao/agent.go:306 record not found [44.328ms] [rows:0] SELECT * FROM `agent_chats` WHERE user_id = 1 AND chat_id = 'df7ce26d-6952-493d-ac7f-3bfe98cbc338' ORDER BY `agent_chats`.`id` LIMIT 1 2026/04/16 11:24:55 [DEBUG] loadOrCreateRuntimeState chatID=df7ce26d-6952-493d-ac7f-3bfe98cbc338 ok=false err= hasRuntime=false hasPending=false hasCtx=false hasSchedule=false hasOriginal=false 2026/04/16 11:24:55 [GORM-Cache] Invalidated conversation history cache for user 1 conversation df7ce26d-6952-493d-ac7f-3bfe98cbc338 2026/04/16 11:24:56 rag level=info component=store operation=ensure_collection action=search collection=smartflow_rag_chunks corpus=memory latency_ms=40 metric_type=COSINE status=created store=milvus vector_dim=1024 2026/04/16 11:24:57 rag level=error component=store operation=search action=search collection=smartflow_rag_chunks corpus=memory error=Post "http://localhost:19530/v2/vectordb/entities/search": context deadline exceeded error_code=DEADLINE_EXCEEDED filter_count=3 latency_ms=1304 status=failed store=milvus top_k=5 vector_dim=1024 2026/04/16 11:24:57 rag level=error component=runtime operation=retrieve action=search corpus=memory error=Post "http://localhost:19530/v2/vectordb/entities/search": context deadline exceeded error_code=DEADLINE_EXCEEDED latency_ms=1500 query_len=48 status=failed threshold=0.55 top_k=5 2026/04/16 11:25:03 [DEBUG] chat routing chat=df7ce26d-6952-493d-ac7f-3bfe98cbc338 route=direct_reply needs_rough_build=false needs_refine_after_rough_build=false allow_reorder=false thinking=false has_rough_build_done=false task_class_count=0 raw= [GIN] 2026/04/16 - 11:25:04 | 200 | 9.3560115s | 127.0.0.1 | POST "/api/v1/agent/chat" 2026/04/16 11:25:05 outbox due messages=3, start dispatch 2026/04/16 11:25:06 [GORM-Cache] Invalidated conversation history cache for user 1 conversation df7ce26d-6952-493d-ac7f-3bfe98cbc338 2026/04/16 11:25:07 [GORM-Cache] Invalidated conversation history cache for user 1 conversation df7ce26d-6952-493d-ac7f-3bfe98cbc338 2026/04/16 11:25:08 outbox due messages=1, start dispatch 2026/04/16 11:25:09 outbox due messages=1, start dispatch 2026/04/16 11:25:18 rag level=info component=store operation=search action=search collection=smartflow_rag_chunks corpus=memory filter_count=3 latency_ms=7 result_count=0 status=success store=milvus top_k=5 vector_dim=1024 2026/04/16 11:25:18 rag level=info component=runtime operation=retrieve action=search corpus=memory fallback_used=false hit_count=0 latency_ms=100 query_len=21 raw_count=0 status=success threshold=0.6 top_k=5 2026/04/16 11:25:18 [DEBUG][去重] 语义召回候选: job_id=18 user_id=1 memory_type=preference candidate_count=0 2026/04/16 11:25:18 [DEBUG][去重] 汇总决策: job_id=18 action=ADD target_id=0 reason="无相关旧记忆，直接新增" 2026/04/16 11:25:19 rag level=info component=store operation=upsert action=add collection=smartflow_rag_chunks corpus=memory latency_ms=53 row_count=1 status=success store=milvus vector_dim=1024 2026/04/16 11:25:19 rag level=info component=runtime operation=ingest action=add chunk_count=1 corpus=memory document_count=1 latency_ms=158 status=success 2026/04/16 11:25:19 [去重] 决策流程完成: job_id=18 user_id=1 新增=1 更新=0 删除=0 跳过=0 2026/04/16 11:25:44 D:/SmartFlow-Agent/backend/dao/agent.go:306 record not found [2.018ms] [rows:0] SELECT * FROM `agent_chats` WHERE user_id = 1 AND chat_id = '6279c9f0-0685-4484-bb33-d4216ef6107c' ORDER BY `agent_chats`.`id` LIMIT 1 2026/04/16 11:25:44 [GORM-Cache] Invalidated conversation history cache for user 1 conversation 6279c9f0-0685-4484-bb33-d4216ef6107c 2026/04/16 11:25:44 [DEBUG] loadOrCreateRuntimeState chatID=6279c9f0-0685-4484-bb33-d4216ef6107c ok=false err= hasRuntime=false hasPending=false hasCtx=false hasSchedule=false hasOriginal=false 2026/04/16 11:25:44 rag level=info component=store operation=search action=search collection=smartflow_rag_chunks corpus=memory filter_count=3 latency_ms=46 result_count=0 status=success store=milvus top_k=5 vector_dim=1024 2026/04/16 11:25:44 rag level=info component=runtime operation=retrieve action=search corpus=memory fallback_used=false hit_count=0 latency_ms=145 query_len=45 raw_count=0 status=success threshold=0.55 top_k=5 2026/04/16 11:25:48 [DEBUG] chat routing chat=6279c9f0-0685-4484-bb33-d4216ef6107c route=direct_reply needs_rough_build=false needs_refine_after_rough_build=false allow_reorder=false thinking=false has_rough_build_done=false task_class_count=0 raw= [GIN] 2026/04/16 - 11:25:49 | 200 | 5.3825319s | 127.0.0.1 | POST "/api/v1/agent/chat" 2026/04/16 11:25:50 outbox due messages=3, start dispatch 2026/04/16 11:25:51 [GORM-Cache] Invalidated conversation history cache for user 1 conversation 6279c9f0-0685-4484-bb33-d4216ef6107c 2026/04/16 11:25:52 [GORM-Cache] Invalidated conversation history cache for user 1 conversation 6279c9f0-0685-4484-bb33-d4216ef6107c 2026/04/16 11:25:53 outbox due messages=2, start dispatch 2026/04/16 11:25:58 rag level=info component=store operation=search action=search collection=smartflow_rag_chunks corpus=memory filter_count=3 latency_ms=53 result_count=1 status=success store=milvus top_k=5 vector_dim=1024 2026/04/16 11:25:58 rag level=info component=runtime operation=retrieve action=search corpus=memory fallback_used=false hit_count=1 latency_ms=143 query_len=18 raw_count=1 status=success threshold=0.6 top_k=5 2026/04/16 11:25:58 [WARN][去重] DocumentID 解析失败，跳过候选: document_id="memory:uid:1:6bf14130e4dfc8bd" 2026/04/16 11:25:58 [WARN][去重] Milvus 返回 1 条结果但 DocumentID 全部解析失败，降级到 MySQL: user_id=1 memory_type=preference 2026/04/16 11:25:58 [DEBUG][去重] 语义召回候选: job_id=19 user_id=1 memory_type=preference candidate_count=1 2026/04/16 11:25:58 [DEBUG][去重] 候选详情: memory_id=17 score=0.0000 content="用户喜欢听音乐" 2026/04/16 11:26:04 [DEBUG][去重] LLM 比对结果: candidate_id=17 score=0.0000 relation=duplicate reason="听歌和听音乐表达相同意思" candidate_content="用户喜欢听音乐" 2026/04/16 11:26:04 [DEBUG][去重] 汇总决策: job_id=19 action=NONE target_id=0 reason="存在完全重复的旧记忆，跳过写入" 2026/04/16 11:26:04 [去重] 决策流程完成: job_id=19 user_id=1 新增=0 更新=0 删除=0 跳过=1