Abd-Elsattar/Talaqi-Platform

Talaqi — A smart lost & found platform built with ASP.NET Core & Angular. Designed to help people in Egypt find lost items, documents, pets, and people using AI-powered recognition. # Talaqi Platform (تلاقي) > **"Meeting point for lost items and their owners."** **Talaqi** (Arabic for "Meeting" or "Convergence") is a next-generation Lost & Found platform specifically designed for the Egyptian context. It leverages advanced Artificial Intelligence (AI) and Machine Learning to revolutionize how lost items, documents, pets, and even people are reunited with their families. Unlike traditional notice boards, Talaqi uses **Vector Search**, **Image Recognition**, and **RAG (Retrieval-Augmented Generation)** to intelligently match reported found items with lost requests, even if the descriptions vary significantly. --- ## 🌟 Key Features ### 🧠 AI-Powered Matching - **Visual Recognition**: Upload an image of a found item, and our AI analyzes it to extract features (color, type, brand). - **Semantic Search**: Matches items based on meaning rather than just keywords (e.g., matching "Smartphone" with "Mobile"). - **Smart Recommendations**: Automatically suggests potential matches with a confidence score. ### 🤖 Intelligent Assistant (RAG) - **Chat with Data**: An AI assistant that can answer questions about safety tips, legal procedures for lost documents, and platform usage. - **Context-Aware**: Uses platform knowledge to provide accurate, localized advice. ### 📍 Location Services - **Geospatial Matching**: Filters matches based on proximity to where the item was lost/found. - **Interactive Maps**: Pinpoint exact locations using MapLibre integration. ### 💬 Real-Time Communication - **Instant Messaging**: Secure chat between the finder and the owner using SignalR. - **Privacy First**: Contact details are protected until a match is confirmed. ### 🌍 Localization - **Fully Bilingual**: Native support for **Arabic (RTL)** and **English (LTR)**. - **Egyptian Context**: Tailored for local administrative divisions (Governorates/Cities). --- ## 🛠️ Technology Stack ### Backend (.NET 8.0) - **Architecture**: Clean Architecture (Domain, Application, Infr …