Multi-Agent Blog Writing System - Crew AI

🚀 Overview

The Multi-Agent Blog Writing System (Crew AI) is an innovative project that utilizes cutting-edge technologies to automate the process of creating well-researched, human-like blogs. This system is designed to bridge the gap between AI automation and human creativity by incorporating the latest advancements in Agentic AI.

This 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.

https://github.com/user-attachments/assets/9475289e-5e7a-4cc3-99c9-6ca01b7fb11a

📁 Project Structure

multi-agent/
│
├── client/
│   └── bloggpt/          # Next.js frontend for blog generation
│       ├── pages/        # Next.js pages
│       ├── components/   # Reusable React components
│       ├── actions/      # API calls to the FastAPI backend
│       ├── tailwind.config.js
│       ├── package.json
│       └── ...
│
│── crewai.ipynb      # Jupyter Notebook with FastAPI server and AI logic
│── requirements.txt  # Python dependencies
│── ...

🌟 Features

• Planner Agent: Structures and strategizes blog content based on the input query.
• Writer Agent: Generates the blog content using the Gemini 2.0-Flash-EXP LLM.
• Editor Agent: Refines the content for clarity, engagement, and accuracy.
• Integration with Serper Web Search: Fetches the latest information and trends.
• FastAPI Backend: Handles blog generation requests.
• Next.js Frontend: Provides a sleek user interface for input and blog display.
• End-to-End Automation: Delivers a complete, polished blog with references.

⚙️ Technologies Used

Backend

• CREW AI: For Creating multi agent system.
• FastAPI: For serving the AI-powered blog generation API.
• Python: For scripting and implementation.
• LangChain: For managing multi-agent workflows.
• Gemini 2.0-Flash-EXP: As the language model powering the system.
• Serper Web Search Tool: To gather real-time data and trends.

Frontend

• Next.js: For building the client-side application.
• React: For creating dynamic UI components.
• Tailwind CSS: For styling.
• Shadcn UI: Components.

🛠 Installation

Backend Setup (FastAPI Server)

1. 1.Install Dependencies:

Ensure Python 3.8+ is installed. Install the required Python libraries:

```bash

pip install -r server/requirements.txt

```

1. 1.Run the FastAPI Server:

Open the crewai.ipynb notebook and run the cells to start the FastAPI server.

• Server URL: http://127.0.0.1:8002

Frontend Setup (Next.js)

1. 1.Navigate to the Frontend Directory:

```bash

cd client/bloggpt

```

1. 1.Install Dependencies:

```bash

npm install

```

1. 1.Start the Development Server:

```bash

npm run dev

```

1. 1.Frontend URL: http://localhost:3000