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统一 CI 与本地 compose 配置边界,避免 GPU 与 token 缺失导致的流水线失败。\n新增文献 Agentic 独立迭代参数并补充阶段文档与测试记录。
后端新增文档状态事件流与发布逻辑,前端改为事件优先、低频轮询兜底。\n补充阶段技能说明与测试记录,降低状态轮询开销。
补齐阅读/询问主链路与前后端接口字段,增强来源编号与状态流能力。\n同步阶段文档与测试记录,确保可构建可编译。
在应用挂载层移除重复 router,仅保留 codelab 路由对外提供 notebook agent 接口。\n补充阶段文档与路由唯一性测试记录。
新增 codelab 记忆设置/清理接口,落地系统+用户双门控。\n召回策略升级为用户级跨会话并引入 scope 加权、保留与容量治理,同时接入会话摘要读取。
归档 docs/report 及本轮新增 skills/test 文档。\n补充阶段6发布核验记录,形成可追溯交付链路。
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变更摘要\n- 分阶段完成基础设施、知识库状态推送、论文阅读与询问链路增强\n- 收敛 Notebook Agent 到 codelab 单入口,移除重复路由挂载\n- 新增长期记忆设置/清理 API,升级跨会话召回策略(双门控 + scope加权 + retention/cap)\n- 补齐 docs/report、docs/skills、docs/test 阶段文档与测试记录\n\n## 提交拆分\n1. chore(ci): 同步环境配置与CI基础设施\n2. feat(knowledge): 知识库状态机事件驱动推送改造\n3. feat(literature): 完成论文阅读工作台与询问链路增强\n4. refactor(codelab): 收敛Notebook Agent到单入口\n5. feat(agent-memory): 增强长期记忆控制与跨会话召回\n6. docs(archive): 补齐阶段报告与测试记录归档\n\n## 验证\n- .venv-ragtest 语法编译通过\n- frontend build 通过\n- Docker up -d --build backend frontend、ps、logs 核验通过\n