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VLM Run

Interact with VLM Run API

Analyze Image

AI-generated

Overview

This node operation analyzes image files by extracting information or generating captions from the images. It is useful in scenarios where automated image content understanding is needed, such as generating descriptive metadata for images, performing image recognition tasks, or extracting visual insights for further processing.

Use Case Examples

  1. Automatically generate captions for images uploaded in a workflow.
  2. Extract key information or features from images for content management or analysis.
  3. Use image analysis to trigger other workflow actions based on visual content.

Properties

Name Meaning
File File data from the previous node, representing the image to be analyzed.
Domain Name or ID Domain to use for analysis, which can be selected from a list or specified by an ID using an expression.
Callback URL URL to call when processing is complete, required if processing asynchronously is enabled.

Output

JSON

  • json - The JSON output contains the analysis results or generated captions from the image.

Dependencies

  • Requires an API key credential for VLM Run API to authenticate requests.

Troubleshooting

  • Ensure the file input is correctly passed from the previous node and is a valid image file.
  • If asynchronous processing is enabled, ensure the callback URL is correctly set and accessible.
  • Common errors include invalid file data, missing domain selection, or network issues when calling the VLM Run API.

Discussion