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GenBatch Studio

High-fidelity batch prompt synthesis.

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Global Configuration

Negative Filter

Drop your inspiration here

Upload reference images to extract visual characteristics.

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Provider Settings

Studio Guidelines

1. Configuration

Ensure you have valid API keys for your selected provider. Use the rotation feature by adding multiple keys (one per line) to handle high-volume batches.

2. Mode Selection

  • Image Mode: Extract visual characteristics from reference images.
  • Keyword Mode: Transform simple words into descriptive scenes.
  • Microstock URL Mode: Directly paste stock URLs from Adobe, Vecteezy, Shutterstock, Freepik, or Dreamstime. The tool automatically extracts the subject.

3. Similarity Levels

  • High Similarity: Prompt is made as close as possible to the reference. Literal objects, poses, and colors.
  • Balanced Similarity: Captures the visual core while simplifying minor elements. Best for general use.
  • Low Similarity: Treats images as conceptual inspiration. Abstract, high interpretation, and ideation.