LangChain VectorStore for MySQL 9's native VECTOR type — RAG on ShannonBase, self-hosted MySQL, or HeatWave. No separate vector DB needed.
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Updated
Jul 18, 2026 - Python
LangChain VectorStore for MySQL 9's native VECTOR type — RAG on ShannonBase, self-hosted MySQL, or HeatWave. No separate vector DB needed.
Heatpeaks - What if heatwaves shaped mountains? - A visualization of temperature anomalies during the May 2026 heatwave in Metropolitan France
Natural Language to SQL open source app repository using HeatWave GenAI
Sub-seasonal temperature and heatwave prediction in Central Europe with AI (linear and random forest machine learning models)
🌧️ 🏙️ Monsoon and heat command for Jammu, building by building: ask "kal paani bharega?" in Hindi, Hinglish or English and get your street's 48 h flood and heat risk. Serverless on AWS with a Bedrock agent.
💧 ThirstCast detects thirstwaves in India and tells farmers and lake managers, in litres, what the sky is about to drink. Built on AWS Lambda, DynamoDB, API Gateway and Amplify, with a Strands AI agent (EN/हिंदी).
Chhaon (چھاؤں) -- community heat-injury reporting and preparedness platform for Lahore. WhatsApp and web intake, a live map, and a Gap Dashboard that makes Punjab's documented heat-death undercount visible. Built for Smart City Hackathon Lahore 2026.
Pipeline reproductible d'analyse des vagues de chaleur françaises et de leur relation à l'îlot de chaleur urbain (Météo-France × LCZ Cerema/Demuzere).
Climate intelligence and heatwave early-warning web application with an explainable risk engine and comprehensive STQA testing framework.
Open-source environmental intelligence and AI research for extreme heat, PM2.5, air quality, wildfire smoke, urban climate, forecasting, uncertainty, and resilient homes.
지역(시 단위) 노인 온열질환 환자 발생 예측 모델
Climate-safe routing for Indian cities. Finds shaded routes during heatwaves and flood-safe routes during heavy rain for people walking or riding two-wheelers, across 5 cities. Built serverless on AWS with Terraform.
Semantic caching for LLM APIs — reuse responses for similar prompts to cut cost & latency. Backends: in-memory, pgvector, MySQL/HeatWave. Ships a real benchmark.
Heatwave deaths happen indoors. ThermoGuard forecasts per-home indoor heat with 2R-2C building twins and hybrid physics+ML, scores mortality risk, and triages cooling resources with an equity floor.
A fullstack web app for analyzing historical heatwave trends at a chosen location & time period. It retrieves daily maximum temperatures from the Open-Meteo Historical Weather API, detects heatwave events with a percentile-based threshold, calculates annual metrics, fits a linear trend, & presents the results as charts and plain-language insights.
Thermal RC model that simulates why an apartment stays hot in the evening during a heatwave. Python, Open-Meteo, Matplotlib, Streamlit.
How hot every square metre of a Delhi schoolyard feels to a child, and how many neem trees it takes to cool it. SOLWEIG at 1 m, a child body twin, a Strands planner, thirty years of shade.
Monitor real-time PC power consumption and heat dissipation in watts, BTU/hr, or kW.
Python scrip to extract weather data from a website
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