Exam AI-102 topic 3 question 75 discussion

AI Document Intelligence and AI Language

Updated version of topic 3 question 46. So according to the discussion in that question the correct answer is: AI Vision AI Language

Service should you use to extract text is Azure AI Document Intelligence because it is specifically designed to extract structured and unstructured text from documents, including PDF files. This service uses advanced AI and machine learning models to accurately extract text, tables, and other data from various document formats, making it the ideal solution for extracting text from your collection of press releases. Service should you use to perform sentiment analysis is Azure AI Language because it includes sentiment analysis capabilities specifically designed to analyze the sentiment of text data. By extracting the text from your PDF files and then using the sentiment analysis feature of Azure AI Language, you can accurately assess the sentiment of the content in your press releases.

AI Document Intelligence and AI Language

AI Vision AI Language

It can't be Document Intelligence. We don't know how the Press Releases are going to look like, if they have the same format and we don't need to extract anything specific, just text. And that you can achieve with AI Vision.

1. AI Document Intelligence 2. AI Language

1. AI Document Intelligence 2. AI Language

For extracting text from PDF files, Azure Document Intelligence would be the better choice. It’s specifically optimized for text-heavy documents like PDFs and includes features such as higher-resolution scanning and paragraph detection. In addition, Azure Computer Vision API does not have direct PDF integration, and you would need to convert PDFs to images before text extraction, which adds an extra step to the process.

Sentiment Analysis = AI Language

the key word to answer this question is press release which implies computer vision

Extract Text = AI Vision

Answer seems to be correct.