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| title: Trade Flow Predictor | |
| emoji: 🌐 | |
| colorFrom: blue | |
| colorTo: green | |
| sdk: docker | |
| sdk_version: "1.0" | |
| app_file: app.py | |
| pinned: false | |
| # International Trade Flow Predictor with AI Assistant | |
| Welcome to the **International Trade Flow Predictor**! 🎉 | |
| A fun, interactive web app to explore, analyze, and predict international trade flows using real data and machine learning. Now with AI-powered trade assistance! Built with Flask, vanilla JS, and a dash of data science magic. | |
| ## Features | |
| - **Interactive Data Visualization**: Explore international trade data with various chart types and filters | |
| - **Machine Learning Predictions**: Forecast future trade values using multiple ML models | |
| - **AI Trade Assistant**: Get intelligent assistance with all your trade-related questions | |
| - **Comprehensive Data Access**: Retrieve and analyze data from UN COMTRADE, WTO, and World Bank sources | |
| ## AI Assistant Capabilities | |
| The built-in AI Trade Assistant, powered by Google Gemma-2b via Hugging Face, can help you: | |
| - Understand trade terminology and HS codes | |
| - Explore interesting trade patterns | |
| - Find specific trade data | |
| - Interpret visualization results | |
| - Provide insights about international trade | |
| ## Using the Application | |
| 1. Explore different tabs to access various features | |
| 2. Select countries, products, and years to visualize data | |
| 3. Try the machine learning predictions for future trade values | |
| 4. Chat with the AI Assistant for trade-related questions | |
| ## Privacy & Data Usage | |
| This application does not collect any personal data. API usage is subject to fair use policies of the data sources (UN COMTRADE, WTO, World Bank). | |
| ## About | |
| Created by José María Seguí Gómez-Olea. The AI component is powered by Google Gemma-2b through Hugging Face Inference API. | |