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Prompt Creator AI – Your Personal Prompt Generator Lab

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traumakom

Jul 1, 2025

tool guide
prompt creator, prompt generator, stable diffusion, pyqt5, open source, gui, gacha prompt, sdxl, lora, controlnet
Prompt Creator AI – Your Personal Prompt Generator Lab

✨ What is Prompt Creator AI?

Prompt Creator AI is a powerful, local prompt crafting tool designed for enthusiasts of Stable Diffusion, SDXL, and LoRA models.
It lets you generate rich, structured prompts with a click, using modular templates and a gacha-like experience — all through a sleek PyQt5 GUI.

Built with love, cats, and the spirit of creativity. 😽✨

⚙️ Key Features

  • 🧩 Modular Prompt Library: Create prompts with dropdown menus (style, subject, light, mood...).

  • 🌀 Dynamic Prompt Randomization: Generate prompts with one click — gacha style!

  • 🗃️ JSON-based Structure: Easy to edit and expand with your own prompt categories.

  • 🎨 Multiple styles supported: Realistic, Anime, Fantasy, Horror, and even Lovecraft Mode.

  • 💡 Use with SD, SDXL, LoRA, ControlNet — fully customizable.

  • 🔧 Built in Python (PyQt5): Runs locally on Windows/Linux with no online dependencies.

📸 Preview

📸 Image Created from Prompt

💻 How to Install

git clone https://github.com/zeeoale/PromptCreatorV2.git
cd PromptCreatorV2
python -m venv venv
source venv/bin/activate  # or venv\Scripts\activate on Windows
pip install -r requirements.txt
python prompt_library_app_v2.py

You can also edit the prompt templates using:

python json_editor.py

🤖 Powered by OpenAI (API Key Required)

This tool uses the OpenAI GPT API to enrich your prompts with context-aware suggestions and generate text completions based on your JSON templates.

To use it, you need a valid OpenAI API key.
You can get one by creating an account at platform.openai.com (note: usage is paid based on tokens).

In the code, replace:

# on prompt_library_app_v2.py edit this:

openai.api_key = "INSERT_YOUR_API_KEY_HERE"

with your personal API key.
Make sure to keep your key private and never share it publicly.

✨ The integration with OpenAI brings the magic of natural language generation to your prompt crafting — turning structure into creativity.

🧪 JSON Template System

The prompt templates are stored in the JSON_DATA folder.
Each file represents a different theme and contains modular categories, such as:

EXAMPLE:

  • EPOCHS: Feudal Japan, Edo Period, Future Tokyo...

  • OUTFITS: from samurai armor to cyberpunk streetwear

  • LIGHTING: sakura-filtered sunlight, neon glow, lantern light

  • BACKGROUNDS: temples, cherry blossoms, Kyoto streets, futuristic Tokyo

  • OBJECTS: kitsune masks, parasols, fans, shamisen

  • POSES: katana stances, meditative stillness, tea ceremony

  • EXPRESSIONS: serene, dreamy, focused

  • CAMERA_ANGLES: cinematic compositions with dynamic views

  • ATMOSPHERES: petals, fog, spirits, textures

  • ACCESSORIES: thematic items to enrich the scene

  • HORROR_INTENSITY: optional storytelling layer with poetic horror descriptions

This structure gives you precise creative control and makes it incredibly easy to expand with your own custom categories.

🐾 Inspired by...

This project is part of “La Casa di Dante” – a creative AI hub featuring:

  • AI-generated tarot cards 🎴

  • Dark surreal portfolios 🖤

Thanks to:

Magnificent Lily ❤️

my wonderful cat Dante 😽

my one and only muse Helly 😍❤️❤️❤️😍

for making this possible.

☕ Support the Project

If you enjoy this tool and want to support future features (like image preview, API version, or export for SD WebUI):

☕ Support me on Ko-Fi: https://ko-fi.com/X8X51G4623

🚀 Links

Let me know what features you'd like next!
Happy prompt crafting 🔮

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