Boost OCR Results with GPT-4o & Power Automate on Azure
Unlock OCR Success: Explore GPT-4o on Azure with Custom Prompts via Power Automate
Key insights
Discover the ChatGPT-4o Optima model through a tutorial that teaches you how to extract values or entities from an image using a single API call on Azure and Power Automate.
Learn how to deploy the model to Azure and how to fine-tune a prompt specific for GPT use cases, enhancing OCR success via automated processes.
Implement automation in real-world applications by running processes on files uploaded to SharePoint, managing and saving metadata directly back to the SharePoint file properties.
Understand the benefits of using the GPT-4o model due to its low operational costs and high flexibility, enabling users to demand structured JSON outputs for consistent use in automation sequences.
Gain a comprehensive understanding by the end of the video on how to integrate ChatGPT-4o with low-code automation tools like Power Automate for efficient deployment and use.
Exploring ChatGPT-4o Optima with Power Automate
The tutorial on the ChatGPT-4o Optima model integrated with Power Automate marks a significant advancement in OCR technology by incorporating AI to extract data from images efficiently. This method involves using a simple API call, a process made possible on Microsoft Azure, a leader in cloud services. The model, characterized by its cost-effectiveness and adaptability, allows customization of prompts in natural language which directly enhances the accuracy and structure of the data extracted.
Once deployed, the model exhibits its prowess by automatically handling files uploaded to SharePoint, demonstrating a seamless integration with existing enterprise systems. Moreover, users are not only educated on deploying GPT models but also on how to tweak these models to serve bespoke business needs effectively.
Welcome to the educational tutorial by Damien Bird, where focus is placed on leveraging the capabilities of GPT-4o through custom prompt automation for OCR tasks using Power Automate. This session, designed particularly for individuals interested in efficient digital workflow automation, dives deep into how singular API calls on Azure can be effectively utilized to extract information from images.
The key tool demonstrated in this tutorial is the latest ChatGPT-4o Optima model. This model is not only cost-effective but also highly adaptable for varied OCR needs. Damien illustrates how to deploy and fine-tune this model specifically for OCR applications, aligning closely with user-defined natural language queries to enhance functionality and output consistency.
Initiating with a brief introduction to the topic, the video strategically segments the tutorial into distinct parts. Each segment is devoted to a critical aspect of the setup and execution process within the Power Automate environment. Damien provides a hands-on demonstration on configuring and running the automation process, particularly focusing on integrating Azure-deployed models with SharePoint for efficient file handling and metadata management.
Deployment on Azure: The tutorial begins with instructions on deploying the GPT-4o model onto Azure, ensuring viewers can replicate the process smoothly.
Prompt Engineering: Damien teaches viewers how to create effective prompts that communicate with the model in a structured manner, ensuring the outputs are usable and consistent.
SharePoint Integration: An essential part of the automation involves setting up triggers from SharePoint that allow seamless workflow automation whenever files are uploaded.
Throughout the presentation, Damien emphasizes the affordability and flexibility of this new model, which stands out when compared to other available pre-built solutions like AI Builder and Azure Document Intelligence. His detailed walkthrough covers essential timestamps in the video, making it easier for viewers to locate specific guidance on the topic. By concluding, Damien encourages viewer interaction by asking for feedback and ideas on automation processes in the comments section.
By the end of this tutorial, viewers will gain a comprehensive understanding of deploying and utilizing ChatGPT-4o within Power Automate and how they can integrate this with low-code tools to enhance their digital workflows. This insight prepares them to execute custom automation projects with greater confidence and efficiency.
People also ask
Can a power automate do OCR?
Power Automate facilitates the reading, extraction, and management of data within files using optical character recognition (OCR). To implement an OCR engine and extract text from images and documents, you should utilize the 'Extract text with OCR' action.How do I use GPT in power automate?
To use GPT in Power Automate, you need to sign in first. Then, go to +Create > Instant cloud flow. In the flow designer, add a new step following 'Manually trigger a flow' by selecting +Insert a new step. In the Search field on the left pane, type 'GPT' and choose the action 'Create text with GPT using a prompt'.
Keywords
GPT-4o Potential, OCR Automation, Custom Prompts, Power Automate OCR, Azure AI Solutions, GPT-4 Automation, Optical Character Recognition AI, Azure OCR Automation