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Limits and limitations with AI in automations

The following sections describe the limits, limitations, and credits for AI in automations.

Limits

Consider the following limits when using AI in automations.

Item

Limit

Maximum data type sizes supported when using AI in automations

Image: 5 MB
File: 12 MB

Maximum number of queries per minute

10 (approximately)

Limitations

It is important to understand the limitations with AI in automations, specifically when extracting information from images and PDF documents. These limitations might change in the future; we recommend checking back to this page periodically.

Images

Here are some issues that generative AI models are known to struggle with when processing images:

  • Reading an analog measurement device
  • Extracting information from low-resolution, rotated, or poor quality images
  • Extracting information from images that violate our safety policies
  • Identifying people that aren't celebrities 
  • Counting objects

PDF documents

The following use cases for PDF document extraction might produce unexpected results:

  • Counting objects
  • Images within a PDF document may not be processed properly; small images relative to the size of the PDF are more likely to have processing issues

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