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Area Clusters: The map is intelligently segmented into numerous small regions or clusters.

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大模型是目前智能体大脑的最优选择,因为大模型的万亿参数压缩了人类积累的海量知识,拥有强大的模式识别和生成能力,是处理包括语言在内的多种非结构化数据的万能接口,拥有不错的泛化能力构成处理各类任务的基础。而以OpenAI o1/DeepSeek R1为代表的新一代推理模型为智能体的发展进一步助推:加强的推理能力带来更强的任务分解和规划,更好地自检和纠错,也令智能体对工具的使用可以更加准确。

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This map illustrates the OsmAnd routing concept. The route starts in the Start Area Cluster (221558), moves to the nearest Border Point, and continues through precomputed Shortcuts across intermediate clusters. It then enters the Finish Area Cluster (221536) via another border point and finishes using local roads. This method speeds up routing by combining local search with efficient inter-cluster shortcuts.