Abstract: Highlights•A framework to solve geospatial tasks with the instruction of natural language.•Collect geospatial tasks benchmark that can be used to evaluate GIS agents.•A systematic evaluation of the framework validated its effectiveness.•Discussed potential issues and solutions to guide future work in this domain.
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