Gold Standard — 11 Experiments(黄金标准:实验)
知识库位置:
FDE Knowledge Base/06 Case Studies/Reference-Projects/01-Enterprise-Knowledge-Assistant/11-Experiments.md
EXP-001 — Vector Search Baseline(向量检索基线)
Section titled “EXP-001 — Vector Search Baseline(向量检索基线)”Question(问题):
Can vector-only retrieval support common IT questions?(纯向量检索能否支撑常见 IT 问题?)Result(结果):
Good semantic retrieval, weak exact-code retrieval. (语义检索好,精确编号检索弱。)
Decision impact(决策影响):
Create EXP-002.(创建 EXP-002。)
EXP-002 — Hybrid Retrieval(混合检索)
Section titled “EXP-002 — Hybrid Retrieval(混合检索)”Hypothesis(假设):
Hybrid search improves retrieval for mixed semantic + exact queries.(混合搜索能提升语义 + 精确混合查询的检索效果。)Result:
Supported adopting hybrid retrieval for Pilot. (支持试点采用混合检索。)
EXP-003 — Version Filtering(版本过滤)
Section titled “EXP-003 — Version Filtering(版本过滤)”Question:
Can metadata reliably prevent old policies from being retrieved?(元数据能否可靠阻止旧政策被检索?)Result:
Validated with representative document versions. (用代表性文档版本验证通过。)
EXP-004 — Permission Filtering(权限过滤)
Section titled “EXP-004 — Permission Filtering(权限过滤)”Question:
Can retrieval respect user group permissions before context reaches the LLM?(检索能否在上下文到达大语言模型前尊重用户组权限?)Result:
Required for Pilot Gate.(试点门禁的必要条件。)