A sophisticated multi-agent system that transforms simple instructions into detailed, production-ready prompts. This tool leverages GPT-4 and a pydantic-ai agent architecture to generate structured prompts with XML tags, quality guidelines, and execution steps.

• Intelligent Prompt Generation: Transforms simple intentions into comprehensive prompts
• Structured Output: Generates prompts with XML tags for clear input/output handling
• Real-time Streaming: Watch the prompt generation process in real-time
• Multi-step Validation: Ensures quality and completeness of generated prompts
• Flexible Use Cases: Works for content creation, analysis, and more
• User-friendly Interface: Built with Streamlit for easy interaction

1. Clone the repository:

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

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. Run the application:

streamlit run app.py

• Python 3.9+
• OpenAI API key
• See requirements.txt for complete package list

The system consists of several key components:

1. Input Processing Agent

   • Analyzes user intent
   • Determines required prompt structure
   • Validates input requirements

2. Prompt Generation Agent

   • Creates structured prompts
   • Implements XML tagging
   • Ensures format consistency

1. Enter your OpenAI API key in the sidebar
2. Input your prompt intention (e.g., "write an article")
3. Optionally add examples
4. Click "Generate Prompt"
5. Watch as the system generates a structured prompt
6. Download the generated prompt as needed

Key configuration options are available through environment variables:

OPENAI_API_KEY=your_api_key

Generated prompts follow this structure:

You are [role]

[task description]

Required Inputs:
[XML-tagged input structure]

Instructions:
[step-by-step process]

Output Format:
[expected output structure]

Quality Guidelines:
[quality checks]

Restrictions:
[constraints]

Reach me out from linkedin : www.linkedin.com/in/enes-koşar