Response Times

Response time will vary depending on the source document, the Data Schema, and the options selected.

Unfortunately, there is no free lunch.

Source Document

Properties of the source document which impact response time:

• file size, especially for images files

• number of pages

• density of text

Take a look at the Guidelines For Uploading Files section for ways to improve source files.

Data Schema

Properties of the Data Schema which impact response time:

• number of fields

• complexity of guidelines

Additionally, lists of nested objects in the Data Schema and many corresponding items in the source document. For example: a multi-page invoice with many products purchased, and each product having multiple fields returned in the response.

Processing Options

Processing options which impact response time:

• Continuous Learning (RAG) Before performing the inference, the RAG database must be searched.

• Confidence Score and Accuracy Boost Several models are called in parallel, results are then analyzed and combined.

• Polygons (Bounding Boxes) Additional information must be extracted from the document, then polygons must be calculated.