Large Language Models and Geospatial Information Science

Description

In a project funded by the Ai NED program, we are developing a plugin, named IntelliGeo, that integrates general-purpose Large Language Models (LLMs) into QGIS. The idea is to use the modelling power of LLMs to facilitate the generation of Geoprocessing workflows in the Model Designer of QGIS. In this plugin, an LLM plays the role of a modelling assistant that receives the user’s instructions and develops a Geoprocessing workflow based on the provided specification, accounting for the geoprocessing 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 instructions.

The interactions between users and the LLM through the plugin are recorded. These records will be used afterwards to fine-tune the LLMs and improve their ability to solve GIS problems.

Period	9 Sept 2024
Held at	QGIS project
Degree of Recognition	International