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时态智能AI代理：构建能感知时间变化的下一代RAG知识系统
RAG正在进化，但真正的突破不在参数，而在时间维度。如何让AI代理理解“知识的时间性”？如何在系统中嵌入“时态感知”的机制？本文以产品视角切入，提出“动作-时间-知识”三元协同模型，为AI产品经理提供下一代知识系统的设计思路。 用于回答问题的 RAG 或代理架构依赖于随着时间的推移不断更新的动态知识库，例如财务报告或文档，以便推理和规划步骤保持逻辑和准确。 为了处理这样的知识库，其中规模不断增长， ...
Python’s new template strings, or t-strings, give you a much more powerful way to format data than the old-fashioned f-strings. The familiar formatted string, or f-string, feature in Python provides a ...
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Optimizing the performance of your .NET applications requires efficient resource management. Memory allocations and deallocations must be performed optimally in performance-critical applications. One ...
Splitting a string by a delimiter in SQL Server involves breaking a single text string into smaller parts based on a chosen character. This is often done using functions like STRING_SPLIT, which ...
The array_split package provides the means to partition an array (or array shape) using any of the following criteria: Per-axis indices indicating the cut positions. Per-axis number of sub-arrays.
Software Developer interested in Languages, Web Development and Data Engineering. Software Developer interested in Languages, Web Development and Data Engineering. Software Developer interested in ...
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