wathela/WarChat

A web application with an AI assistant designed to track and analyze the ongoing war in Sudan. # **WarChat** ### **AI-Powered Conflict Monitoring for Sudan** WarChat is an AI-driven web application designed to track and analyze the ongoing war in Sudan. It integrates advanced technologies to provide real-time insights and intelligent retrieval of conflict-related information. ## **Tech Stack** 🚀 **Core Components:** - **DeepSeek Distilled R1** – Primary AI model for chat-based analysis - **Ollama** – Runs DeepSeek locally for efficient processing - **Knowledge Base RAG** – Context-aware retrieval system - **Nomic-Embed-Text** – For data embedding for semantic search - **pgvector** – Vector database for embedding storage - **Cosine Similarity** – For matching user prompt with stored embedding 🛠 **Infrastructure & Deployment:** - **FastAPI** – Backend API endpoints - **Streamlit** – APP frontend - **Airflow & Spark** – For ACLED data orchestration and automated daily updates ## **System Flowchart** ## **Screenshots** ## **Contact** 📧 wathelahamed@gmail.com ## **License** MIT License