ankitpatil3003/Content-Reseracher-Writer-Using-CrewAI

Content-Reseracher-Writer-Using-CrewAI

A powerful content generation system built with CrewAI that combines research, analysis, and writing capabilities to produce high-quality blog posts on any topic.

🚀 Features

• —Automated research using Gemini and SerperAPI
• —AI-powered content writing and analysis
• —Sentiment analysis and keyword extraction
• —Streamlit web interface for easy interaction
• —Downloadable markdown output

📋 Prerequisites

• —Python 3.9+
• —Gemini API key
• —SERPER API key

🛠️ Installation

1. 1.Clone the repository:

git clone <repository-url>

1. 1.Create and activate a virtual environment:

conda create -n crewai python==3.12 -y
conda activate crewai

1. 1.Install dependencies:

pip install -r requirements.txt

1. 1.Set up environment variables:
2. 2.Copy .env.example to .env
3. 3.Add your API keys to .env:

GEMINI_API_KEY=your_gemini_api_key
SERPER_API_KEY=your_serper_key

🚀 Running the Application

Command Line Version

Run the basic version using:

python app.py

Web Interface

Launch the Streamlit web interface:

streamlit run streamlit_app.py

Then open your browser and navigate to http://localhost:8501

Deployed

Also deployed on Hugging Face with Github Actions Here is the link:

https://huggingface.co/spaces/ankitpatil3003/Content-Reseracher-Writer-Using-CrewAI

💻 Usage

1. 1.Web Interface:
2. 2.Enter your desired topic in the sidebar
3. 3.Adjust the temperature setting if needed
4. 4.Click "Generate Content"
5. 5.Wait for the AI to generate your article
6. 6.Download the result as a markdown file

1. 1.Command Line:
2. 2.Edit the topic in app.py
3. 3.Run the script
4. 4.Results will be printed to console

🔧 Project Structure

ai-content-assistant/
├── streamlit_app.py    # Web interface
├── app.py             # Command line version
├── requirements.txt   # Project dependencies
├── .env              # Environment variables
└── README.md         # Documentation