634a9fb926
后端： 1. Memory 写入链路新增"召回→比对→汇总"去重决策层 - 新增决策流程：Runner 根据decision.enabled 配置走决策路径（语义召回候选 → Hash 精确命中 → LLM 逐对比对 → 汇总决策 → 执行 ADD/UPDATE/DELETE/NONE），默认关闭，旧路径完全保留 - 新增 LLMDecisionOrchestrator：单对关系判断编排器，输出 duplicate/update/conflict/unrelated 四种关系 - 新增 decision_flow / apply_actions：决策流程主循环与动作落地（新增、更新内容、软删除、跳过） - 新增 aggregate_decision / decision_validate：汇总规则（按优先级判定动作）与 LLM 输出校验 - 新增 decision model：CandidateSnapshot / ComparisonResult / FinalDecision 等决策层核心类型 - ItemRepo 新增 FindActiveByHash / UpdateContentByID / SoftDeleteByID 三个决策层专用方法 - RAG Runtime / Pipeline / Service 新增 DeleteMemory 向量删除能力，MilvusStore 补充 duplicate collection 错误识别 - Runner 新增 syncVectorDeletes 处理决策层 DELETE 动作的向量清理 - config 新增 decision（enabled/candidateTopK/candidateMinScore/fallbackMode）和 write.mode 配置项，config_loader 增加默认值兜底 - 删除 HANDOFF-RAG复用后续实施计划.md 和旧 log.txt，新增 Log.txt 记录决策流程调试日志 - normalize_facts 导出 HashContent 供决策层复用，audit 新增 update 操作常量 前端：无 仓库：无
43 lines
6.4 KiB
Plaintext
43 lines
6.4 KiB
Plaintext
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=<nil> 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=<SMARTFLOW_ROUTE nonce="84656bca-1aa3-4308-bb7d-5127badf9d47" route="direct_reply"/>
|
|
[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=<nil> 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=<SMARTFLOW_ROUTE nonce="a868c365-4f8c-4d56-ac90-a8504842f81c" route="direct_reply"/>
|
|
[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 |