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UID:pretalx-qgis-uc2024-DNHKHQ@talks.staging.osgeo.org
DTSTART;TZID=CET:20240909T153000
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DESCRIPTION:In a project funded by the Ai NED program\, we are developing a
  plugin\, named IntelliGeo\, that integrates general-purpose Large Languag
 e Models (LLMs) into QGIS. The idea is to use the modelling power of LLMs 
 to facilitate the generation of Geoprocessing workflows in the Model Desig
 ner of QGIS. In this plugin\, an LLM plays the role of a modelling assista
 nt that receives the user’s instructions and develops a Geoprocessing wo
 rkflow based on the provided specification\, accounting for the geoprocess
 ing tools in QGIS and the loaded data in the table of contents. The plugin
  also helps the user to improve the model iteratively through verbal instr
 uctions.  \n\nThe interactions between users and the LLM through the plugi
 n are recorded. These records will be used afterwards to fine-tune the LLM
 s and improve their ability to solve GIS problems.  \n\nThe first release 
 of the plugin will be available in the coming months. In the workshop\, we
  will introduce the plugin to the QGIS community\, receive their requireme
 nts and opinions about the future direction of the plugin\, and seek colla
 borators for the project. The program for the workshop will be as follows:
 \n   15:30 – 15:45 | Introduction to the IntelliGeo plugin\n   15:45 –
  16:00 | Installation of the IntelliGeo plugin\n   16:00 – 16:30 | Inter
 active demonstration\n   16:30 – 16:45 | Individual testing\n   16:45 
 – 17:00 | Feedback\n\nYou can download the demo project from the resourc
 es.\n\n\nIntelliGeo requirements:\n- langchain_cohere >= 0.1.9\n- langchai
 n_openai >= 0.1.6\n- pyperclip >= 1.3.0\n- langchain >= 0.2.2\n- requests 
 >= 2.31.0\n- psutil~=6.0.0
DTSTAMP:20260413T165546Z
LOCATION:B308
SUMMARY:Large Language Models and GIS - Gustavo Garcia\, Mahdi Farnaghi\, Z
 ehao Lu
URL:https://talks.staging.osgeo.org/qgis-uc2024/talk/DNHKHQ/
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