This script uses the BFL API to generate images with FLUX.2 [PRO] using structured JSON prompts for precise control over scene composition, colors, lighting, and more.
SETUP:
Get your API Key from Black Forest Labs
Set your API key as an environment variable:
bash
export BFL_API_KEY="your_api_key_here"
USAGE:
- Edit the STRUCTURED_PROMPT dictionary in
flux2.pywith your desired settings - Choose ASPECT_RATIO preset OR set custom WIDTH/HEIGHT
- Run: python flux2.py
STRUCTURED PROMPT SCHEMA:
{
"scene": "overall scene description",
"subjects": [
{
"description": "detailed subject description",
"position": "where in frame",
"action": "what they're doing"
}
],
"style": "artistic style",
"color_palette": ["#hex1", "#hex2", "#hex3"],
"lighting": "lighting description",
"mood": "emotional tone",
"background": "background details",
"composition": "framing and layout",
"camera": {
"angle": "camera angle",
"lens": "lens type",
"depth_of_field": "focus behavior"
},
"text_elements": [ # Optional: for images containing text
{
"content": "exact text to display",
"style": "font style description",
"position": "where the text appears",
"color": "#hex color"
}
]
}
RESOLUTION LIMITS:
- Minimum: 64x64 pixels
- Maximum: 4 megapixels (4,000,000 pixels total)
- Dimensions must be multiples of 16
