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Agentic-Blog-Generator

Agentic based Blog generator made using CREWAI, Serper and Groq Api

Agentic Blog Generator 🤖✍️

An intelligent, multi-agent blog generation system that leverages CrewAI, Groq LLM, and Streamlit to create well-researched, SEO-optimized content with real-time progress tracking.

Python Version Streamlit CrewAI License

🎯 Overview

Agentic Blog Generator is a sophisticated content creation tool that combines the power of multiple AI agents to research, write, and edit high-quality blog posts. Watch in real-time as the system plans, researches, writes, and polishes your content.

🌟 Features

Core Functionality

  • Interactive Web Interface: Streamlit-based UI with real-time progress tracking
  • Multi-Agent System: Specialized agents for planning, writing, and editing
  • AI-Powered Content: Utilizing Groq's LLaMA 3.1 70B model
  • Research Integration: Automated Google search via Serper API

Content Quality

  • SEO Optimization: Keyword integration and optimization
  • Research-Backed: Real-time web research integration
  • Quality Control: Multi-stage content refinement
  • Structured Output: Professional formatting and organization

User Experience

  • Real-Time Progress: Watch the content creation process unfold
  • Customizable Output: Adjustable word count and content focus
  • Interactive Display: Expandable sections for detailed progress
  • Content Download: Easy export in Markdown format

📋 Prerequisites

  • Python 3.8 or higher
  • Active Groq API account
  • Active Serper API account
  • Stable internet connection

🛠️ Installation

  1. Clone the Repository
git clone https://github.com/abdullah-w-21/Agentic-Blog-Generator.git
cd Agentic-Blog-Generator
  1. Set Up Virtual Environment (Recommended)
# Windows
python -m venv venv
.\venv\Scripts\activate

# Linux/Mac
python3 -m venv venv
source venv/bin/activate
  1. Install Dependencies
pip install -r requirements.txt
  1. Configure API Keys

Create a .env file in the project root:

GROQ_API_KEY=your_groq_api_key_here
SERPER_API_KEY=your_serper_api_key_here

📦 Dependencies

streamlit==1.32.0
crewai==0.11.0
python-dotenv==1.0.0
langchain-groq==0.0.3
requests==2.31.0

🚀 Usage

  1. Start the Application
streamlit run app.py
  1. Access the Interface
  • Open your browser
  • Navigate to http://localhost:8501

  1. Generate Content

    • Enter your topic
    • Add relevant keywords
    • Specify key points
    • Set desired word count
    • Click "Generate Blog Post ✨"

  2. Monitor Progress

    • Watch real-time research updates
    • View agent activities
    • Track content development
    • Download the final result

🔧 System Architecture

Agent System

  1. Strategic Content Planner

    • Researches topic
    • Analyzes audience
    • Creates content strategy
    • Identifies key angles

  2. Expert Content Creator

    • Develops narrative
    • Incorporates research
    • Maintains engagement
    • Ensures topic coverage

  3. Senior Content Editor

    • Refines structure
    • Enhances clarity
    • Optimizes SEO
    • Polishes final output

📊 Progress Tracking

The system provides real-time updates on:

  • Research progress
  • Content planning
  • Writing status
  • Editing process
  • Final refinements

🐛 Troubleshooting

Common issues and solutions:

  1. API Key Errors

    • Verify API keys in .env
    • Check environment variables
    • Confirm API account status

  2. Generation Issues

    • Check internet connection
    • Verify input parameters
    • Review API quotas

🤝 Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

⚠️ Important Notes

  • Monitor API usage and credits
  • Review generated content before publishing
  • Keep API keys secure
  • Regular updates recommended

📜 License

This project is licensed under the MIT License - see the LICENSE file for details.

🙏 Acknowledgments

  • CrewAI for the multi-agent framework
  • Groq for the LLM capabilities
  • Serper for Google search API
  • Streamlit for the web interface

📧 Contact

Abdullah Wasim - LinkedIn

Project Link: Agentic Blog Generator

🚨 Disclaimer

This tool uses AI to generate content. While it strives for accuracy and quality:

  • Always review and edit generated content
  • Verify facts and sources
  • Consider your audience and context
  • Monitor for potential biases or inaccuracies

Made with ❤️ by Abdullah Wasim