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UID:pretalx-foss4gnl-2025-BFYEBN@talks.staging.osgeo.org
DTSTART;TZID=CET:20250703T150000
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DESCRIPTION:Modeling in Geographic Information Systems (GIS) is central to 
 understanding the spatial and temporal dynamics of both natural and human-
 made processes. Yet\, constructing such models often demands deep technica
 l expertise and familiarity with domain-specific tools\, posing a barrier 
 for many GIS users. IntelliGeo addresses this challenge by integrating the
  power of Large Language Models (LLMs) directly into QGIS through an intui
 tive chat-based interface. This AI-powered assistant supports users in des
 igning spatial processing models by interpreting natural language instruct
 ions and translating them into executable GIS workflows.\nBuilt entirely o
 n open-source technologies\, IntelliGeo’s backend rely on general-purpos
 e LLMs to facilitate interactive modeling within QGIS. Each user interacti
 on helps build a curated dataset aimed at fine-tuning LLMs for geospatial 
 tasks. In doing so\, IntelliGeo serves a dual purpose: it empowers users t
 o create complex GIS models more easily and contributes to the development
  of a domain-adapted LLM for Geographic Information Science.\nIn this talk
 \, we will describe the core functionalities of the IntelliGeo plugin\, ou
 tline the\nstructure and goals of the emerging fine-tuning dataset\, and s
 hare our roadmap for training a specialized LLM for GIS modeling and analy
 sis.
DTSTAMP:20260512T233743Z
LOCATION:Momentum 2
SUMMARY:IntelliGeo: Open-Source AI Assistance for GIS Modeling in QGIS - Ma
 hdi Farnaghi
URL:https://talks.staging.osgeo.org/foss4gnl-2025/talk/BFYEBN/
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