[KongchangAI]
Unverified50% confidenceTradeoffExact time

RAG 是按需动态检索，references 是预置精选文档库，后者在专有领域场景下往往能提供更高的执行稳定性

1
Sources
50%
Confidence
Long-term
Relevance
7/7/2026
First Seen

Sources

Agent Skills完全指南：原理、结构与实战应用拆解
bilibili学习的谁不疯7/5/2026

Related Claims

VerifiedRAG（检索增强生成）技术架构将文档切片、向量化、存入向量数据库，查询时先检索相关片段再交给模型生成回答82% similarUnverifiedAdvanced RAG引入查询重写、混合检索、重排序（Reranker）等机制提升召回质量，Modular RAG将检索、生成、验证等模块解耦78% similar

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Stable URI
https://kongchang.com/claim/202816
API
curl https://kongchang.com/api/v1/knowledge/claims/202816
MCP
get_claim(id=202816)