📄️ SinglePass Extraction Introduction
In Prompt Studio, when you are working on field extractions, it's way easier for you to think of one prompt as something used for extracting one field, or a group of closely related fields (like the individual items in a line item) from a document. This also means that you can tweak a prompt to make it better without having to worry about it affecting the quality of other prompts. This one to one relationship between a prompt and a field is a design feature of Prompt Studio that makes long-term maintenance of projects with dozens of complex extractions easier.
📄️ Developing and verifying SinglePass Extraction
When developing your prompts in Prompt Studio, you can enable SinglePass Extraction and see how it affects your extractions. Of course, in Prompt Studio, you're only developing prompts and defining the extraction schema. Ultimately, SinglePass Extraction runs as part of a deployed Prompt Studio project as one of the following integration types:
📄️ Deploying SinglePass Extraction
We discussed earlier in Developing and verifying SinglePass Extraction that while in Prompt Studio, you're only verifying if SinglePass Extraction is doing a good job of the required structured extraction. SinglePass Extraction needs to be deployed as part of API Deployments, ETL Pipelines, Human Quality Review or Task Pipelines workflow. In this section, let's see how, when deploying one of the previously mentioned types of workflows, we can enable SinglePass Extraction.