InspiraBot

How AI is Transforming Digital Content Creation

AI Content Generator 🚀

Overview

AI Content Generator is an advanced, multi-platform content creation tool powered by machine learning. It allows users to generate high-quality, platform-specific content across various channels like LinkedIn, Twitter/X, Blog, Instagram, and more.

🌟 Features

Multi-Model Support

• Advanced Language Models:
  • Mistral 7B
  • Llama 2
  • OpenAI GPT-4o Mini
• Supports multiple languages: Spanish, English, French, Italian

Flexible Content Generation

• Platform-specific templates
• Customizable tone and style
• Contextual content generation

Image Integration

• Image retrieval from multiple sources:
  • Pixabay
  • Unsplash
  • AI Image Generation (Stable Diffusion)

Advanced Modes

• Scientific Content Mode
• Financial News Mode

🛠 Prerequisites

System Requirements

• Python 3.8+
• CUDA-compatible GPU recommended (optional)
• Minimum 16GB RAM

Required API Keys

• Hugging Face Token
• OpenAI API Key
• Unsplash Access Key
• Pixabay API Key
• Finnhub API Key (for financial news)
• LangSmith API Key (optional, for tracing)

🚀 Installation

1. Clone the repository:

git clone https://github.com/yourusername/ai-content-generator.git
cd ai-content-generator

2. Create a virtual environment:

python -m venv venv
source venv/bin/activate  # On Windows, use `venv\Scripts\activate`

3. Install dependencies:

pip install -r requirements.txt

4. Configure Environment Variables: Create a .env file in the project root with the following:

HUGGINGFACE_TOKEN=your_huggingface_token
OPENAI_API_KEY=your_openai_api_key
UNSPLASH_ACCESS_KEY=your_unsplash_key
PIXABAY_API_KEY=your_pixabay_key
FINNHUB_API_KEY=your_finnhub_key
LANGCHAIN_API_KEY=your_langsmith_key  # Optional

💻 Usage

Streamlit Web Interface

streamlit run app.py

Configuration Options

• Select AI Model
• Choose Content Language
• Pick Image Repository
• Enable Scientific/Financial Modes

🔍 Example Workflow

1. Select a theme (e.g., "AI Innovation")
2. Choose target audience
3. Pick platform (LinkedIn, Blog)
4. Configure additional context
5. Generate content with one click!

🧠 Advanced Modes

Scientific Content Mode

• Retrieves academic papers from arXiv
• Uses semantic search for relevance
• Generates context-aware scientific content

Financial News Mode

• Fetches real-time market news
• Integrates latest financial insights

📦 Project Structure

ai-content-generator/
│
├── app.py                # Streamlit application
├── config.py             # Configuration management
├── src/
│   ├── models.py         # Content generation models
│   ├── image_utils.py    # Image retrieval and generation
│   ├── utils.py          # Utility functions
│   └── prompts.py        # Platform-specific templates
│
├── requirements.txt      # Python dependencies
└── .env                  # Environment configuration

🤝 Contributing

1. Fork the repository
2. Create your feature branch
3. Commit your changes
4. Push to the branch
5. Create a Pull Request

📄 License

MIT License

🌈 Disclaimer

This tool is an AI assistant. Always review and validate generated content.

🎉 Acknowledgments

• Hugging Face
• OpenAI
• Stable Diffusion
• Streamlit

🖥️ Comming soon

InspiraBot doesn't stop: stay tuned for updates in the GitHub repository! The planned improvements include:

• Advanced agent integration
• Framework customization with Django: combining the best of backend programming in Python with an attractive, responsive, and user-friendly web front-end.
• Graph-based RAG implementations (Graph RAG)
• Addition of guardrails to prevent hallucinations and ensure the quality of generated content.

📚 Check out my article on Medium

InspiraBot: How AI is Transforming Digital Content Creation