Training a document processing model in Power Platform with AI Builder
In today’s post we’ll take another look at the awesome thing that is AI Builder in Power Platform! I’ll be going through how you can create and train a document
In today’s post we’ll take another look at the awesome thing that is AI Builder in Power Platform! I’ll be going through how you can create and train a document processing model to pull field values out of a document that the model will then be able to process!
Table of Contents
- Where do we find AI Builder?
- Loads of models!
- Training the model
- Choosing information to extract
- Creating document collections
- Tagging documents
AI Builder is a feature within Power Platform that allows users to build AI-powered models without requiring any coding experience. It provides an easy way for businesses to create custom document processing models based on their own data and preferences. With AI Builder, you can use pre-trained models or train your own with labeled training data, allowing you to quickly develop complex solutions tailored specifically for your business needs.
The process of building a document processing model using AI Builder involves uploading labeled training documents into the platform and providing feedback on how accurately the system is classifying them according to certain criteria such as keywords or phrases. The more accurate feedback provided by the user, the better results will be achieved when deploying the model in production. Additionally, once deployed in production, AI Builder has built-in monitoring tools which allow users to track performance metrics and make adjustments if needed. This ensures that accuracy levels remain high over time even as new documents are added or existing ones updated with different content.
More links on about Power Platform/Power Apps
Jan 4, 2023 — Train your model and define the information to be extracted from your forms. You only need five form documents to get started. Quickly get ...
Jan 4, 2023 — Select +New step > AI Builder, and then select Extract information from forms in the list of actions. Select the document processing model you ...
Sep 28, 2022 — Learn how to train, validate, and test your document processing model in AI Builder.
In this module, you will: Explore how automating document processing can help save time. Create your first Document processing model.