GeoAI Insights Dashboard
About This Project
This GeoAI Insights Dashboard is a capstone project for the GIS program at COGS NSCC. It's designed to evaluate and compare Large Language Models (LLMs) for geospatial analysis tasks, particularly their ability to help users with natural language database queries.
Project Goals
- Evaluate LLM performance in generating correct and efficient SQL queries from natural language.
- Assess LLM accuracy in selecting appropriate geospatial data layers for given tasks.
- Analyze the reliability of LLMs in returning structured JSON responses.
- Provide a comparative ranking of different LLMs based on these evaluations.
- Offer insights into the strengths and weaknesses of various models for GeoAI applications.
Development Team
This project was developed by [Your Name/Team Name] as part of the [Course Name/Program Name] at the Centre of Geographic Sciences (COGS), NSCC.
Contact
For more information, please contact [Your Email or Project Email].