Popular GitHub Repositories for Geospatial Queries

SQL Translator is a tool for converting natural language queries into SQL code using artificial intelligence. This project is 100% free and open source.

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

IDA plugin which queries language models to speed up reverse-engineering

SQL reporting that Just Works. Fast, simple, and confusion-free. Write and share queries in a delightful SQL editor, with AI assistance.

An open source library and framework for deep learning on satellite and aerial imagery.

A proof-of-concept jupyter extension which converts english queries into relevant python code

GeoAI: Artificial Intelligence for Geospatial Data

ROSA ? is an AI Agent designed to interact with ROS1- and ROS2-based robotics systems using natural language queries. ROSA helps robot developers inspect, diagnose, understand, and operate robots.

Desktop app that indexes videos with AI (object detection, face recognition, emotion analysis), enables semantic search through natural language queries, and generates rough cuts

WebWhiz allows you to create an AI chatbot that knows everything about your product and can instantly respond to your customer's queries.

FarmVibes.AI: Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability

A curated list of resources focused on Machine Learning in Geospatial Data Science.

a Python toolkit for fine-tuning Geospatial Foundation Models (GFMs). https://ibm.github.io/terratorch/

[ICLR 2022] Official implementation of the paper "DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR"

RAG-GPT, leveraging LLM and RAG technology, learns from user-customized knowledge bases to provide contextually relevant answers for a wide range of queries, ensuring rapid and accurate information retrieval.

CosmiQ Works Geospatial Machine Learning Analysis Toolkit

An autonomous HR agent that can answer user queries using tools

MindSQL: A Python Text-to-SQL RAG Library simplifying database interactions. Seamlessly integrates with PostgreSQL, MySQL, SQLite, Snowflake, and BigQuery. Powered by GPT-4 and Llama 2, it enables natural language queries. Supports ChromaDB and Faiss for context-aware responses.

[ICCV 2021] Instances as Queries