GenAI Solution - How to populate word document using extracted information uding AI Search and Azure OpenAI

Question

Hi all you beautiful people. Hope you all are having a great day.

I have a little side project that I would like to try and do. I would like to use AI Search and OpenAI to populate a word document using a template using Logic Apps.

I would first upload my documents into a blob storage and use AI Search to extract information such as Total Price, Organization Names. Then I would like to use Azure OpenAI to generate a text summary on the document. Next, by using Logic App, i would want to populate the word template with the information that i extracted from AI Search and also the answer from gpt3.5 based on the prompt.

Does this flow seems right? And how do i integrate it with Logic App?

Any help is appreciated.

Thanks!

Answer 1

Your flow seems correct and feasible. Here's a high-level overview of how you can integrate these services using Azure Logic Apps:

Upload Documents to Blob Storage: You can manually upload the documents or use an Azure Logic App to automate the process.

Use Azure Cognitive Search: You can use Azure Cognitive Search's built-in capabilities to extract information from the documents in Blob Storage. You can create an indexer that runs on a schedule to keep the search index up-to-date.

Use OpenAI for Text Summarization: You can use OpenAI's GPT-3.5 model to generate a text summary of the document. You'll need to call the OpenAI API from your Logic App to do this.

Populate Word Template: You can use the Office 365 Word Connector in Logic Apps to populate a Word template with the extracted information and the text summary.

Attached a simplified version of the Logic App- logicapp.txt. Please replace 'your-blob-path', 'your-openai-api-key', and 'your-word-template-id' with your actual values. Also, you might need to adjust the actions based on the actual structure of your data.

This is a simplified version of the Logic App. You might need to add error handling, logging, and other features based on your requirements. Hope this helps. If you have any follow-up questions, please let me know. I would be happy to help.

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