Complete Metadata Extraction

Every Prompt, Every Parameter Preserved

Numonic extracts and indexes every piece of metadata from your AI-generated images. Prompts, seeds, samplers, model versions—all searchable, all preserved.

  • Automatic Extraction
  • Full Text Search
  • Model Hash Verification

What We Extract

Every parameter that defines your AI generation

Prompt
ethereal forest, volumetric fog, cinematic
Negative Prompt
blurry, low quality, watermark
Seed
42
Sampler
euler_ancestral
Steps
30
CFG Scale
7.5
Model
SDXL 1.0 Base
Model Hash
31e35c80fc4bec...
LoRA
DetailTweaker, 0.8
Size
1024x1024
Clip Skip
2
VAE
sdxl_vae.safetensors

Plus workflow graphs, node configurations, embeddings, and more

Why Metadata Matters

Traditional DAMs treat images as opaque files. Numonic understands how they were created.

Searchable Everything

Find images by any metadata field. Search for “ethereal forest” in prompts, or find all images using a specific LoRA.

  • Full-text prompt search
  • Parameter range filters
  • Model/LoRA filtering

Perfect Reproducibility

Every image stores exactly what you need to recreate it. Same seed, same parameters, same result.

  • Exact seed preservation
  • Model hash verification
  • Complete workflow export

Automatic Organization

Metadata becomes the basis for smart organization. Group by model, filter by style, sort by parameters.

  • Auto-generated tags
  • Smart collections
  • Faceted navigation

Model Tracking

Know exactly which version of which model created each image. Never wonder “which checkpoint was this?”

  • Model name & hash
  • LoRA configurations
  • Embedding references

Supported Sources

Metadata extraction from all major AI generation tools

ComfyUI

Full workflow graphs, all node parameters, prompts, and model configurations extracted from PNG metadata chunks.

Full Support

Midjourney

Prompt text, job IDs, parent references for variations, and generation parameters extracted from Discord data.

Full Support

Stop Losing Your Creative Context

Every prompt. Every parameter. Every seed. Preserved forever.

Related Features