Blog-writer-multi-agent — Gemini AI Agent
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    Blog-writer-multi-agent

    Blog-writer-multi-agent

    Abdulbasit110 December 24, 2024
    56 copies 0 downloads

    Blog Write multi agent AI is a custom multi-agent system designed to autonomously create high-quality, research-driven blogs. Using LangChain, Gemini 2.0-Flash-EXP, and Serper Web Search Tool, it automates planning, writing, and editing to deliver human-like blogs with up-to-date references.

    Multi-Agent Blog Writing System - Crew AI

    Project Status

    🚀 Overview

    multi agent blog writer.png

    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-powere

    Tags

    agenticaicrewaifastapifull-stackmultiagentsnextjsshadcn-uivercel

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