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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:
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)

Users:
IT support agents(IT 客服坐席)
Systems:
SharePoint
ServiceNow
SSO(单点登录)
Primary KPI:
Search time(搜索时间)

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。)

UC-001
IT Knowledge Assistant(IT 知识助手)

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。)

EXP-001
Evaluate parsing and retrieval over 500 documents.
(在 500 份文档上评估解析与检索。)

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。)

ADR-002
Add active/version metadata and filter before retrieval.
(增加生效/版本元数据,检索前过滤。)

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。)

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)

Baseline Search Time(基线搜索时间):
8 min(分钟)
Pilot(试点):
3.2 min(分钟)

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-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)。