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reasoning-ai

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LLL-based Disaster Detector Agentic AI Application : This project enables the detection and interpretation of environmental threats (e.g., floods, infrastructure risks) by leveraging large language models (LLMs) and multimodal inputs derived from CCTV-based river surveillance feeds.

  • Updated Jul 27, 2025
  • Jupyter Notebook

Retrieval-Augmented Generation (RAG) systems with Agentic capabilities, featuring multi-strategy search, confidence evaluation, and autonomous process control.

  • Updated Sep 27, 2025
  • Python

🗺️ Geo Explorer is an open-source, AI-powered geolocation engine that reimagines how we interact with maps and places. Unlike traditional "black box" systems, Geo Explorer uses a transparent, reasoning-based approach—leveraging Google’s Gemini model with real-time grounding in Google Search and Maps—to analyze images, understand natural language.

  • Updated Nov 8, 2025
  • TypeScript

🔥 Advanced satellite-based fire anomaly detection & reasoning system for Africa using ESA Fire_cci v5.1 data with Isolation Forest ML and LLM-based explanations.

  • Updated Sep 30, 2025
  • Python

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