{"id":23910541,"url":"https://github.com/abdulbasit110/blog-writer-multi-agent","last_synced_at":"2025-06-26T07:30:34.248Z","repository":{"id":269599136,"uuid":"907944722","full_name":"Abdulbasit110/Blog-writer-multi-agent","owner":"Abdulbasit110","description":"Blog Write multi agent AI is a custom multi-agent system designed to autonomously create high-quality, research-driven blogs. 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This system is designed to bridge the gap between AI automation and human creativity by incorporating the latest advancements in **Agentic AI**.\n\nThis project features a **multi-agent architecture** that autonomously plans, writes, and edits blog posts, ensuring they are accurate, engaging, and up-to-date with the latest trends.\n\n\nhttps://github.com/user-attachments/assets/9475289e-5e7a-4cc3-99c9-6ca01b7fb11a\n\n---\n\n## 📁 Project Structure\n\n```\nmulti-agent/\n│\n├── client/\n│   └── bloggpt/          # Next.js frontend for blog generation\n│       ├── pages/        # Next.js pages\n│       ├── components/   # Reusable React components\n│       ├── actions/      # API calls to the FastAPI backend\n│       ├── tailwind.config.js\n│       ├── package.json\n│       └── ...\n│\n│── crewai.ipynb      # Jupyter Notebook with FastAPI server and AI logic\n│── requirements.txt  # Python dependencies\n│── ...\n```\n\n---\n\n## 🌟 Features\n\n- **Planner Agent**: Structures and strategizes blog content based on the input query.\n- **Writer Agent**: Generates the blog content using the **Gemini 2.0-Flash-EXP** LLM.\n- **Editor Agent**: Refines the content for clarity, engagement, and accuracy.\n- **Integration with Serper Web Search**: Fetches the latest information and trends.\n- **FastAPI Backend**: Handles blog generation requests.\n- **Next.js Frontend**: Provides a sleek user interface for input and blog display.\n- **End-to-End Automation**: Delivers a complete, polished blog with references.\n\n---\n\n## ⚙️ Technologies Used\n\n### Backend\n- **CREW AI**: For Creating multi agent system.\n- **FastAPI**: For serving the AI-powered blog generation API.\n- **Python**: For scripting and implementation.\n- **LangChain**: For managing multi-agent workflows.\n- **Gemini 2.0-Flash-EXP**: As the language model powering the system.\n- **Serper Web Search Tool**: To gather real-time data and trends.\n\n### Frontend\n- **Next.js**: For building the client-side application.\n- **React**: For creating dynamic UI components.\n- **Tailwind CSS**: For styling.\n- **Shadcn  UI**: Components.\n\n---\n\n## 🛠 Installation\n\n### Backend Setup (FastAPI Server)\n1. **Install Dependencies**:\n   Ensure Python 3.8+ is installed. Install the required Python libraries:\n   ```bash\n   pip install -r server/requirements.txt\n   ```\n\n2. **Run the FastAPI Server**:\n   Open the `crewai.ipynb` notebook and run the cells to start the FastAPI server.\n   - **Server URL**: `http://127.0.0.1:8002`\n\n---\n\n### Frontend Setup (Next.js)\n1. **Navigate to the Frontend Directory**:\n   ```bash\n   cd client/bloggpt\n   ```\n\n2. **Install Dependencies**:\n   ```bash\n   npm install\n   ```\n\n3. **Start the Development Server**:\n   ```bash\n   npm run dev\n   ```\n\n4. **Frontend URL**: `http://localhost:3000`\n\n---\n\n## 🧠 How It Works\n\n1. **User Input**: The user enters a topic through the Next.js frontend.\n2. **API Request**: The frontend sends a POST request to the FastAPI server running at `http://127.0.0.1:8002/generate-blog/`.\n3. **Blog Generation**:\n   - The FastAPI server processes the request using `crewai.ipynb`.\n   - The AI agents (Planner, Writer, Editor) collaboratively generate a polished blog.\n4. **Response**: The FastAPI server returns the generated blog in Markdown format.\n5. **Frontend Rendering**:\n   - The blog is rendered using `ReactMarkdown` with proper Markdown styling.\n\n---\n\n## 🎯 Use Cases\n\n- **Content Marketing**: Automate blog creation for businesses and brands.\n- **Research Documentation**: Generate research summaries or articles with minimal effort.\n- **Trend Analysis**: Create content based on the latest trends in various domains.\n\n---\n\n## 📝 Future Enhancements\n\n- **Multi-modal Capabilities**: Incorporate image and video generation.\n- **Advanced Customization**: Enable user-specific writing styles.\n- **Workflow Orchestration**: Add support for managing multiple blogs simultaneously.\n\n---\n\n## 🌐 Contact\n\nFor questions or collaboration, feel free to connect:\n\n- **Author**: Abdul Basit\n- **GitHub**: [Abdulbasit110](https://github.com/Abdulbasit110)\n- **LinkedIn**: [Abdul Basit](https://www.linkedin.com/in/abdul-basit-231204255/)\n\n---\n\n**Elevating AI creativity—one blog at a time! 🌟**\n\n--- \n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabdulbasit110%2Fblog-writer-multi-agent","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fabdulbasit110%2Fblog-writer-multi-agent","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabdulbasit110%2Fblog-writer-multi-agent/lists"}