I want to check if it's feasible to compare two unstructured documents, like a purchase order and an invoice. I know it's possible to extract text from both documents, but I'm specifically looking to find any discrepancies between their data. Is that doable?
6 Answers
You can definitely tackle this by using a mix of Document Intelligence and the Azure OpenAI service. First, extract the relevant data from both documents using Document Intelligence, and then use GPT-4 within Azure OpenAI for the actual comparison. If you prefer a low-code solution, consider using Logic Apps to orchestrate this process. Here's a helpful tutorial for that approach!
Check out this solution accelerator on GitHub that integrates Document Intelligence with Azure OpenAI. It could give you a head start in setting up your document comparison task!
If you're using Foundry, there's some new agent orchestration that allows you to use two agents to extract data from each document, and then use a third agent for comparison. It's worth checking out!
To put it simply, no, it can't be done perfectly. You would need to create a complex program to understand the contents, and even then it won't be 100% reliable. It's a tricky process!
You might also want to take a look at Egnyte's document comparison features. They have tools that allow users to compare files directly, which highlights differences and eases the process of ensuring accuracy across documents. Let me know if that aligns with what you're looking for!
Yes, it is possible! You can use SearchAI Assist for comparing documents. It has features specifically designed for extracting and analyzing data from various document types.
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