End-to-End Example(端到端示例)
知识库位置:
FDE Knowledge Base/13 Operating System/18-End-to-End-Example.md
以 Knowledge Assistant(知识助手)为例,演示 Project OS(项目操作系统)的完整运行。
Project Created(项目创建)
Section titled “Project Created(项目创建)”Project:Internal IT Knowledge Assistant(内部 IT 知识助手)
Stage(阶段):Discovery(客户调研)
Health(健康度):Green(绿)Customer Context(客户上下文)
Section titled “Customer Context(客户上下文)”Users:IT support agents(IT 客服坐席)
Systems:SharePointServiceNowSSO(单点登录)
Primary KPI:Search time(搜索时间)Problem(问题)
Section titled “Problem(问题)”PROB-001
Support agents spend too much time finding internal IT policies.(客服坐席花费过多时间查找内部 IT 政策。)Use Case(用例)
Section titled “Use Case(用例)”UC-001
IT Knowledge Assistant(IT 知识助手)Assumption(假设)
Section titled “Assumption(假设)”ASSUMP-001
Most support knowledge exists in SharePoint and is sufficiently current.(大部分客服知识存在于 SharePoint 且足够新。)Experiment(实验)
Section titled “Experiment(实验)”EXP-001
Evaluate parsing and retrieval over 500 documents.(在 500 份文档上评估解析与检索。)Result(结果)
Section titled “Result(结果)”发现旧版本文档大量存在。
于是创建:
RISK-003
Stale documents may produce incorrect policy answers.(过期文档可能产生错误政策答案。)Decision(决策)
Section titled “Decision(决策)”ADR-002
Add active/version metadata and filter before retrieval.(增加生效/版本元数据,检索前过滤。)Prototype Gate(原型门禁)
Section titled “Prototype Gate(原型门禁)”结果:
GO WITH CONDITIONS(有条件放行)
Condition(条件):Complete permission model before pilot.(试点前完成权限模型。)Pilot(试点)
Section titled “Pilot(试点)”跟踪:
Weekly Active Users(周活跃用户)Search Time(搜索时间)Answer Acceptance(答案接受率)Citation Accuracy(引用准确性)Value(价值)
Section titled “Value(价值)”Baseline Search Time(基线搜索时间):8 min(分钟)
Pilot(试点):3.2 min(分钟)Production(生产)
Section titled “Production(生产)”进入:
- SSO(单点登录)
- Monitoring(监控)
- Runbook(操作手册)
- Document Refresh(文档刷新)
- Support Ownership(支持归属)
Lesson(经验教训)
Section titled “Lesson(经验教训)”LESSON-004
Knowledge governance must be treated as part of RAG architecture.(知识治理必须被视为 RAG 架构的一部分。)随后更新:
Knowledge Assistant Pattern(知识助手模式)RAG Readiness Checklist(RAG 就绪检查清单)这就是完整 Operating Loop(运营循环)。