Most RAG systems don’t understand sophisticated documents — they shred them

Standard RAG pipelines treat documents as flat strings of text. They use "fixed-size chunking" (cutting a document every 500 ...

.NET AI 生态系统的重构与演进：Microsoft Agent Framework 对 Semantic Kernel 的 ...

在生成式人工智能（Generative AI）从单纯的文本生成向具备自主规划与执行能力的“代理化（Agentic）”系统跨越的过程中，.NET 生态系统正在经历一场自该平台诞生以来最深刻的架构重构。这种重构不仅体现在工具链的更新上，更体现在底层设计哲学的根本转变：从将人工智能视为一种“外部调用的库（Library）”，演进为将 AI 代理视为一种“原生的一等公民（First-class ...
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Back to the map: Stars & constellations of the Northern Hemisphere

We connected with Florian Winkler to learn how he created such an elegant and informative map that invites exploration.