{"repo":"GeoPandas-AI/geopandas-ai","free":true,"listed":false,"github":"https://github.com/GeoPandas-AI/geopandas-ai","clone":"git clone https://github.com/GeoPandas-AI/geopandas-ai.git","description":"GeoPandas AI is an extension of GeoPandas allowing you to interact with your spatial data in natural language.","language":"Python","stars":32,"topics":["ai","data-science","data-visualization","geopandas","geospatial-analysis","llm","movingpandas","spatial","natural-language-processing"],"license":"MIT","category":"ai-agents","readme_excerpt":"GeoPandas-AI Disclaimer: GeoPandas-AI is an independent open-source project developed by researchers at Université Libre de Bruxelles. It is not affiliated with, endorsed by, or maintained by the GeoPandas project or its contributors. GeoPandas-AI is an open-source Python library that enhances geospatial data analysis by turning the GeoDataFrame into a conversational, intelligent assistant. It seamlessly integrates large language models (LLMs) into the geospatial workflow, enabling natural language interaction, iterative refinement, caching, and code generation directly within your Python environment. Documentation --- Motivation Geospatial data is key to solving complex problems in urban planning, environmental science, and infrastructure development. But tools like GeoPandas require familiarity with both GIS concepts and Python-based workflows. GeoPandas-AI lowers this barrier by: - Embedding conversational AI directly into GeoDataFrame - Enabling plain-language queries and refinements - Supporting reproducible, scriptable workflows with AI-assisted code - Caching results to avoid redundant LLM calls This bridges human interaction with geospatial analysis in a seamless and stateful way. --- What’s New? Based on the arXiv preprint, GeoPandas-AI introduces: - ✅ A stateful, LLM-augmented GeoDataFrameAI class - ✅ .chat() and .improve() methods for language-based querying and iteration - ✅ Built-in caching: repeated prompts reuse cached results (no extra LLM calls) - ✅ Full comp","default_branch":null,"files":null,"tree":[],"storefront":"/r/GeoPandas-AI","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/GeoPandas-AI/geopandas-ai/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}