Structured System Prompt Generator

A Streamlit application that helps you generate structured system prompts for AI applications. This tool analyzes your input prompt and produces three key outputs:

Optimized System Prompt: A refined version of your system prompt with improved clarity and flow
Data Requirements: A table listing all data fields required by the system prompt
Structured Output JSON: A JSON schema that aligns with the data requirements

Features

Input your system prompt via text
Generate an optimized system prompt with improved clarity
Identify all data requirements in a structured table
Create a JSON schema for structured outputs
Copy results to clipboard with one click
Clean, modern UI with responsive design

How It Works

The application uses OpenAI's GPT-4 model to analyze your system prompt and generate structured outputs:

Input your system prompt
Get an optimized version with improved clarity and structure
View data requirements in a structured table format
Obtain a JSON schema for structured data collection
Copy any output to clipboard with a single click

Installation

Clone this repository:

git clone https://github.com/yourusername/Structured-System-Prompt-Generator.git
cd Structured-System-Prompt-Generator

Install the required dependencies:
```
pip install -r requirements.txt
```

Usage

Run the Streamlit app:
```
streamlit run app.py
```
Open your web browser and navigate to the URL displayed in the terminal (typically http://localhost:8501)
Enter your OpenAI API key in the sidebar
Input your system prompt in the text area
Click "Generate Structured Prompt" to process your input
View and copy the results:
- Optimized System Prompt
- Data Requirements Table
- Structured Output JSON
Use the "Reset" button to clear all inputs and outputs

Requirements

Python 3.7+
Streamlit 1.32.0+
OpenAI API key
OpenAI Python library 1.12.0+

Use Cases

AI Development Teams: Create consistent system prompts for AI applications
Product Managers: Define data requirements for AI-powered features
UX Designers: Understand data structures needed for AI interactions
Developers: Generate JSON schemas for API endpoints that interface with AI systems

danielrosehill/Structured-System-Prompt-Generator

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