Retrieval-Augmented Generation (RAG) and GIS

Dimension Reduction

Inspiration:- Domain of Science posters

Leaflet — an open-source JavaScript library for interactive maps

Leaflet is a modern, lightweight open-source JavaScript library for mobile-friendly interactive maps.

Tiles - OpenStreetMap Wiki

Web maps work by loading map tiles from a tile server. Map rendering refers to the process of taking raw geospatial data and making a visual map from it.

3d-force-graph3D Force-Directed Graph

3D Force-Directed Graph

3D force-directed graph component using ThreeJS/WebGL

Accessing OSM Data in Python — Python Open Source Spatial Programming & Remote Sensing

Learn how to access OpenStreetMap (OSM) roads, buildings, and other data via python.

GIS

Accessing OSM Data in Python — Python Open Source Spatial Programming & Remote Sensing

Learn how to access OpenStreetMap (OSM) roads, buildings, and other data via python.

https://pygis.io/docs/d_access_osm.html

Getting started — Folium 0.19.4 documentation

Folium has the following dependencies, all of which are installed automatically with the above installation commands:

https://python-visualization.github.io/folium/latest/getting_started.html

10 minutes to pandas — pandas 2.2.3 documentation

This is a short introduction to pandas, geared mainly for new users. You can see more complex recipes in the Cookbook.

https://pandas.pydata.org/docs/user_guide/10min.html

Introduction to GeoPandas — GeoPandas 1.0.1+0.g747d66e.dirty documentation

This quick tutorial introduces the key concepts and basic features of GeoPandas to help you get started with your projects.

https://geopandas.org/en/stable/getting_started/introduction.html