AI Image Generation Without the UI Tax - Z-Image-Turbo + Qwen3-4B
Project description
🔥 Z-Explorer
AI Image Generation Without the UI Tax
Type a prompt. Get art. That's it.
The Problem • The Solution • Prompt Magic • Installation
The Problem
You wanted to make AI art. Instead you got:
- 47 browser tabs of documentation
- A node graph that looks like spaghetti had a baby with a circuit board
- "CUDA out of memory" every 5 minutes
- Settings panels with 200 sliders you don't understand
- That one workflow that worked yesterday but doesn't today
You're spending more time fighting the tool than creating.
We think that's insane.
The Solution
Z-Explorer strips away everything between you and your art.
>>> a cute fox in a magical forest
That's it. No nodes. No tabs. No sliders. Just your idea, rendered.
How it works:
- Type a prompt — natural language, just like talking to a person
- Hit enter — generation starts instantly
- See your art — displayed right there, no hunting through folders
Everything runs locally. No cloud. No API keys. No monthly fees. Your GPU, your art, your privacy.
Prompt Magic
This is where Z-Explorer shines. We built features that make prompt crafting fun, not tedious.
🎲 Prompt Variables — Randomized Creativity
Tired of typing the same things? Use variables for instant variety:
>>> a __animal__ wearing a crown
Each generation picks a random animal. Run it 10 times, get 10 different creatures.
Variables are just text files. Add your own:
# library/mood.md
ethereal
cyberpunk
cottagecore
dark fantasy
solarpunk
Now use __mood__ anywhere. Your vocabulary, your variables.
🧠 Auto-Generated Variables
Here's where it gets magical. Use a variable that doesn't exist:
>>> a portrait of a __famous_inventor__
Z-Explorer's local LLM generates it on the fly:
✨ Generated __famous_inventor__ with 20 values
→ Nikola Tesla, Ada Lovelace, Leonardo da Vinci...
Saved to your library. Ready for next time.
No more googling "list of famous inventors". Just ask, and it appears.
✨ Prompt Enhancement — From Vague to Vivid
Your prompt: a cat
What the AI actually needs: A majestic orange tabby cat with emerald eyes, sitting on a velvet cushion, soft golden hour lighting streaming through a Victorian window, hyperrealistic fur detail, shallow depth of field, cinematic composition
The > operator bridges that gap:
>>> a cat > make it cozy and magical
The local LLM expands your idea into a rich, detailed prompt. Same intent, 10x better output.
Or use it standalone:
>>> /enhance a robot in a garden
See exactly what the AI will receive before committing.
🔄 Batch Generation — Explore Variations
Want 10 variations? Easy:
>>> a __animal__ in space : x10
Generates 10 images with different animals and seeds. Find the diamond in the rough.
Combine with size control:
>>> epic landscape : x5,w1920,h1080
5 widescreen landscapes. One command.
Two Ways to Create
🌐 Web UI (Default)
Launch Z-Explorer and get a beautiful web-based UI:
- Masonry gallery of all your generations
- Fake CLI for that terminal aesthetic (with autocomplete!)
- Live preview — images appear the moment they're done
- Prompt saved with every image
z-explorer
⌨️ CLI Mode (For Purists)
Prefer a pure terminal experience?
z-explorer --cli
Same power, different vibe. Perfect for SSH sessions or terminal lovers.
Installation
Prerequisites
- Python 3.10, 3.11, or 3.12 (3.13+ not yet supported)
- NVIDIA GPU with CUDA support (12GB+ VRAM recommended)
- uv — fast Python package manager
One-Command Install
WebUI (recommended)
uvx --python 3.12 z-explorer
CLI Mode (advanced - use Kitty or similar terminal with graphics support)
uvx --python 3.12 z-explorer --cli
That's it! This downloads Z-Explorer from PyPI and launches the setup wizard.
First-Time Setup
On first launch, Z-Explorer guides you through setup:
Step 1: Dependencies
Z-Explorer uses bleeding-edge versions of some libraries that aren't on PyPI yet. The wizard checks and installs them automatically:
📦 Checking dependencies...
⚠ sdnq not installed
⚠ diffusers needs update (missing ZImagePipeline)
? Install required dependencies now? (Y/n)
Step 2: Model Configuration
? Choose a setup option:
> Quick Start (Recommended for beginners)
Custom Setup
Full Quality
Pick "Quick Start" — it downloads optimized models that work great on 12GB GPUs:
- Image model: ~6GB download, ~12GB VRAM
- LLM: ~4GB download, fast inference
The wizard downloads everything automatically. Grab a coffee ☕
Other Options
- Custom Setup — Mix and match model sources (local files, HuggingFace, quantized)
- Full Quality — Maximum quality for 24GB+ GPUs (~15GB download)
For advanced configuration, see docs/CONFIGURATION.md.
Reconfigure Anytime
z-explorer --setup # Re-run setup wizard
z-explorer --show-config # Check current configuration
From Source (Development)
git clone https://github.com/pyros-projects/z-Explorer.git
cd z-Explorer
uv sync
uv run z-explorer
Commands
| Command | Description |
|---|---|
/help |
Show all commands |
/vars |
List available prompt variables |
/enhance <prompt> |
Preview enhanced prompt |
/seed <number> |
Set seed for reproducibility |
/size <WxH> |
Set output dimensions (e.g., 1920x1080) |
/gpu |
Check GPU memory status |
/unload |
Free GPU memory |
/quit |
Exit |
Prompt Syntax:
__variable__ Random value from variable
__variable:5__ Specific index (5th value)
prompt > instruction Enhance prompt with instruction
prompt : x10,w1920 Batch with parameters
What's Under the Hood
- Z-Image-Turbo — Lightning-fast image generation
- Qwen3-4B — Local LLM for enhancement and variable generation
- FastAPI — Backend API server
- Svelte — Beautiful web UI
Everything runs locally. No internet required after initial setup.
Gallery
AI art tools are gatekept by complexity.
We're changing that.
License
MIT — Go forth and create.
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