{"id":16581178,"url":"https://github.com/balaji-sivasakthi/infosense","last_synced_at":"2025-10-29T06:30:27.724Z","repository":{"id":193678097,"uuid":"688943418","full_name":"balaji-sivasakthi/InfoSense","owner":"balaji-sivasakthi","description":"Utilizes AI for classification, stores requests and predictions, and offers a history of past classifications. 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It takes a news article URL as input, scrapes the article content, predicts its category using an AI model, stores the request and prediction in a database and displays the predicted category along with a history of past classification requests.\n\n## Preview\n\u003cp align=\"center\"\u003e\n \u003cimg src=\"https://github.com/balaji-sivasakthi/InfoSense/blob/a8e32eecc61b7908f6fa8048aa6937ad4e6391be/client/src/assets/images/dashboard.png\"\"\u003e\n\u003c/p\u003e\n\n\n## Table of Contents\n\n- [Getting Started](#getting-started)\n  - [Prerequisites](#prerequisites)\n  - [Installation](#installation)\n- [Usage](#usage)\n- [Features](#features)\n- [License](#license)\n\n## Getting Started\n\nBegin by setting up and running the project on your local machine.\n\n### Prerequisites\n\nBefore you begin, ensure you have the following prerequisites installed:\n\n- Nodejs\n- Python\n\n### Installation\n\nFollow these steps to get the project up and running:\n\n1. Server\n\n   ```\n     cd server\n     pip install -r requirements.txt\n     uvicorn main:app --reload\n   ```\n\n3. Client\n   ```\n    cd client\n    npm install\n    npm run dev\n   ```\n\n## Usage\n\nTo use the application:\n\n1. Navigate to the application's URL.\n2. Input a news article URL and submit the form.\n3. The application will scrape the article, predict its category, and display the result.\n4. Explore the history section to view past classification requests.\n\n## Features\n\n- **News Classification**: Automatically categorize news articles into predefined categories.\n- **Interactive Web Interface**: User-friendly React frontend for input and results.\n- **Machine Learning**: Utilizes AI models for article categorization.\n- **Database Storage**: Stores article requests and predictions for historical tracking.\n- **History Viewer**: Displays a history of past classification requests.\n\n## Architecture\n\n\u003cp align=\"center\"\u003e\n    \u003cimg src=\"https://github.com/balaji-sivasakthi/InfoSense/blob/2aa3755d1f44f58191c905a471751757d5b9afde/images/arch.png\"\u003e\n\u003c/p\u003e\n\n## License\n\nThis project is licensed under the MIT License. See the [LICENSE](LICENSE) file for details.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbalaji-sivasakthi%2Finfosense","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbalaji-sivasakthi%2Finfosense","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbalaji-sivasakthi%2Finfosense/lists"}