README.md

metadata

title: Prompt Craft
emoji: 😍
colorFrom: red
colorTo: yellow
sdk: gradio
sdk_version: 5.12.0
app_file: app.py
pinned: false

Prompt Craft

Overview

This project leverages HuggingFace's smolagent library to create AI-generated images through a streamlined workflow.

Technology Stack

• Agent Framework: Uses HuggingFace's smolagent with Tool.from_space implementation
• Image Generation: Powered by the FLUX.1-schnell model
• Prompt Enhancement: Utilizes Qwen/Qwen2.5-Coder-32B-Instruct model via HuggingFace Inference API

How It Works

1. User provides an initial image prompt
2. The Qwen model enhances the prompt for better results
3. FLUX.1-schnell generates the final image based on the improved prompt

Links

• HuggingFace Smolagent Documentation
• Qwen 2.5 Model

Prerequisites

• Python 3.x
• pip

Setup

1. Clone the repository:

   git clone https://github.com/tebinraouf/agenticai_examples.git
   cd agenticai_examples
   

2. Create a virtual environment:

   python3 -m venv venv
   source venv/bin/activate  # On Windows use `venv\Scripts\activate`
   

3. Create a .env file in the root directory of the project and add your environment variables:

   touch .env
   

   Example .env file:

   HF_TOKEN=your_api_key_here
   

4. Install the dependencies:

   pip install -r requirements.txt
   

5. Run the project:

   python app.py
   

Contributing

Please read CONTRIBUTING.md for details on our code of conduct, and the process for submitting pull requests.

License

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