genai-scaffold 0.1.4.1

CLI tool to scaffold production-ready Generative AI projects

genai-scaffold

genai-scaffold is a Python CLI tool that bootstraps production-ready Generative AI project structures with best practices and modular organization out-of-the-box.

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✨ Features

• 🔧 Clean and extensible project structure.
• 🧠 Support for LLM clients (GPT, Claude, etc.)
• 🧱 Prompt engineering modules scaffolded
• 📦 Auto-generates config, data, notebooks, and examples
• 🐍 Ready for unit testing and CI/CD integration
• ⚡ Fast to get started, easy to extend

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📦 Installation

You can install it via PyPI:

pip install genai-scaffold

Or using pipx:

pipx install genai-scaffold

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🚀 Usage

To scaffold a new Generative AI project:

genai-scaffold myproject

This creates:

myproject/
├── config/
├── src/
│   ├── llm/
│   ├── prompt_engineering/
│   ├── utils/
│   └── handlers/
├── data/
│   ├── cache/
│   ├── prompts/
│   ├── outputs/
│   └── embeddings/
├── examples/
├── notebooks/
├── requirements.txt
├── setup.py
├── Dockerfile
└── README.md

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🧰 Project Structure

Your scaffolded project includes:

• src/llm/: LLM client implementations (e.g. GPT, Claude)
• src/prompt_engineering/: Prompt templates and chaining
• src/utils/: Rate limiting, caching, logging, token counting
• config/: YAML config for models, prompts, logging
• data/: Inputs, outputs, embeddings, cache
• examples/: Working usage examples
• notebooks/: Jupyter notebooks for prototyping

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🔄 Updating Your Scaffold Tool

To update:

pip install --upgrade genai-scaffold

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🛠 Roadmap

• Interactive CLI with typer
• LangChain/LlamaIndex integration options
• Built-in Streamlit UI
• Prompt chaining module
• Test coverage + GitHub Actions

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🤝 Contributing

Pull requests are welcome! For major changes, open an issue first to discuss what you’d like to change.

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📄 License

This project is licensed under the MIT License.

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🙌 Acknowledgements

Inspired by real-world GenAI use cases in enterprise environments. Built for speed, clarity, and collaboration.