{"id":27010793,"url":"https://github.com/rjohnpaul/echonews","last_synced_at":"2026-04-12T12:49:14.369Z","repository":{"id":285490061,"uuid":"953317472","full_name":"RJohnPaul/EchoNews","owner":"RJohnPaul","description":"News Search Engine using more than 50+ RSS Feeds and MiniLM-L12-v2","archived":false,"fork":false,"pushed_at":"2025-04-01T15:49:57.000Z","size":2654,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-01T16:52:53.666Z","etag":null,"topics":["jupyter-notebook","nextjs","rss-aggregator","rss-feed","shadcn-ui","tailwindcss","tensorflow"],"latest_commit_sha":null,"homepage":"https://newsaihyd.vercel.app/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/RJohnPaul.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2025-03-23T04:19:00.000Z","updated_at":"2025-04-01T15:50:01.000Z","dependencies_parsed_at":"2025-04-01T16:52:56.357Z","dependency_job_id":null,"html_url":"https://github.com/RJohnPaul/EchoNews","commit_stats":null,"previous_names":["rjohnpaul/newsai","rjohnpaul/echonews"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RJohnPaul%2FEchoNews","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RJohnPaul%2FEchoNews/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RJohnPaul%2FEchoNews/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RJohnPaul%2FEchoNews/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/RJohnPaul","download_url":"https://codeload.github.com/RJohnPaul/EchoNews/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247168635,"owners_count":20895147,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["jupyter-notebook","nextjs","rss-aggregator","rss-feed","shadcn-ui","tailwindcss","tensorflow"],"created_at":"2025-04-04T11:27:28.173Z","updated_at":"2026-04-12T12:49:14.361Z","avatar_url":"https://github.com/RJohnPaul.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# EchoNews: AI-Powered News Aggregation Platform\r\n\r\n\u003cp align=\"center\"\u003e\r\n  \u003cimg src=\"https://github.com/RJohnPaul/newsAI/blob/5de1faa521a7c5651845d2cac8d6781c6e1bb9e7/Template%20Example%20(1).png\" alt=\"EchoNews Logo\"/\u003e\r\n\u003c/p\u003e\r\n\r\n## Overview\r\n\r\nEchoNews is a sophisticated AI-powered news aggregation and summarization platform that transforms how users consume digital content. Leveraging cutting-edge artificial intelligence, EchoNews automatically collects articles from diverse RSS feeds, processes them through advanced machine learning models, and delivers personalized, concise summaries tailored to individual preferences. Built on a robust architecture integrating Next.js for the frontend and FastAPI for the backend, EchoNews creates an intuitive and seamless news experience.\r\n\r\n## Key Features\r\n\r\n- **Intelligent News Personalization**: Advanced algorithm that curates content from multiple RSS sources based on user preferences and reading patterns\r\n- **State-of-the-Art AI Summarization**: Utilizes LLaMA and other sophisticated AI models to generate comprehensive yet concise article summaries while preserving key information\r\n- **Dynamic Category Navigation**: Intuitive filtering system allowing users to explore news across multiple dimensions and interests\r\n- **Responsive Cross-Platform Design**: Meticulously crafted interface optimized for seamless experiences across desktop, tablet, and mobile devices\r\n- **High-Performance Backend**: Scalable FastAPI architecture ensuring rapid response times and efficient data processing\r\n\r\n## Technical Architecture\r\n\r\n### Frontend\r\n- **Framework**: Next.js with React for component-based UI development\r\n- **Styling**: TailwindCSS for responsive design and consistent visual identity\r\n- **State Management**: React Context API and custom hooks for efficient state handling\r\n\r\n### Backend\r\n- **API Framework**: FastAPI for high-performance, asynchronous request handling\r\n- **Language**: Python 3.8+ with type annotations\r\n- **Data Processing**: Custom NLP pipelines for content analysis\r\n\r\n### Infrastructure\r\n- **To Do -\u003e** `Database: PostgreSQL hosted on Supabase for reliable data persistence`\r\n- **AI Integration**: LLaMA model optimized for text summarization tasks\r\n- **Deployment**: Vercel for frontend services, Render for backend processes and fastapi initialization\r\n\r\n## Installation Guide\r\n\r\n### Prerequisites\r\nBefore beginning installation, ensure your development environment includes:\r\n- Node.js (version 16.x or higher)\r\n- Python (version 3.8 or higher)\r\n- Git for version control\r\n\r\n### Setup Instructions\r\n\r\n1. **Clone the Repository**\r\n   ```bash\r\n   git clone https://github.com/RJohnPaul/newsAI.git\r\n   cd newsAI\r\n   ```\r\n\r\n2. **Configure Frontend Environment**\r\n   ```bash\r\n   npm install\r\n   ```\r\n\r\n3. **Prepare Backend Services**\r\n   ```bash\r\n   pip install -r requirements.txt\r\n   ```\r\n\r\n4. **Launch Development Environment**\r\n   ```bash\r\n   npm run api-all\r\n   ```\r\n   This command initializes both the Next.js frontend server and FastAPI backend services simultaneously.\r\n\r\n## Localhost Running\r\n\r\n- replace the const ```bash BASE_URL = \"https://newsai-swc7.onrender.com\" ```  at **api/news/route.ts** and change env value of ```NEXT_PUBLIC_API_URL```\r\n\r\n\r\n## API Documentation\r\n\r\nThe EchoNews backend exposes several RESTful endpoints for integration:\r\n\r\n- **Article Retrieval**: `/api/news/sources/{language}`\r\n  - Gets list of available news sources for a specific language\r\n\r\n- **Main Article Fetching**: `/api/news`\r\n  - Returns article without language\r\n  - Includes article counts and relationship metadata\r\n\r\n- **Api Running Checker**: `/api/Helloapi`\r\n  - Returns a sample message : \"Hello from FastAPI powered by Gemini 1.5 Flash\"\r\n  - This makes sure the api is running in backend\r\n\r\n## Research Papers based on concept\r\n - [IEEE-Explore-paper-1](https://ieeexplore.ieee.org/document/5072521)\r\n - [IEEE-Explore-paper-2](https://ieeexplore.ieee.org/document/5578100)\r\n## Contributing to EchoNews\r\n\r\nWe welcome contributions from developers of all skill levels. To contribute:\r\n\r\n1. Fork the official repository\r\n2. Create a feature branch with descriptive naming (`git checkout -b feature/enhanced-summarization`)\r\n3. Implement your changes with appropriate tests\r\n4. Commit with clear, descriptive messages (`git commit -m \"Implemented enhanced summarization algorithm\"`)\r\n5. Push to your fork and submit a detailed pull request\r\n\r\n## Updates\r\n - Modified and Boosted the API fetching speed from 13.82 s to 4 - 6 s (approx)\r\n\r\n## Why Not Try on Collab?\r\n\r\n- There is a [ML-Model](https://colab.research.google.com/drive/1PkJF65fwN8w_OoccX2jg0o1P8Cjzp6ah?usp=sharing) which is in google collab and can be used to test the model\r\n\r\n---\r\n\r\nThis project is built upon the architectural foundation of the [Next.js FastAPI boilerplate](https://github.com/digitros/nextjs-fastapi), extending it with custom AI capabilities and news-specific features.\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frjohnpaul%2Fechonews","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frjohnpaul%2Fechonews","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frjohnpaul%2Fechonews/lists"}