Exploring Azure AI Language - Text Analytics API

This guide offers a comprehensive walkthrough of the Azure AI Language - Text Analytics API, making it an invaluable resource for developers looking to leverage AI for text analysis.

Hafeez Baig
15 steps
35 seconds

Azure

This lab is a continuation of the previous one, Please refer to it before proceeding - <https://scribehow.com/viewer/Exploring_Azure_AI_Document_Intelligence__Demo__Fw1IJoULS2ShRlLBl3esBw>

Make sure you are on the Azure AI Foundry page, click on the resource project which you created in the previous lab

Click on the **Playgrounds** from the left bar

Scroll the page and click on the **Try the** **Language playground** button

**What is Language Playground in Azure AI Foundry?** The Language Playground in Azure AI Foundry is an interactive environment that enables users to experiment with large language models (LLMs) like GPT-4o-mini. It allows you to test prompts, configure system messages, and observe model responses in real-time, facilitating rapid prototyping and refinement of AI applications. This tool is particularly useful for developers aiming to fine-tune model behavior before deploying applications to production environments.

On the **Language Playground** page, select the **Analyze sentiment** option

**What is Analyze sentiment in Azure AI Services?** Analyze Sentiment in Azure AI Services is a natural language processing feature that determines the emotional tone of text, categorizing it as positive, negative, neutral, or mixed. It also provides sentiment scores and can evaluate sentiment at both document and sentence levels, helping businesses understand customer feedback, social media posts, or support tickets.

Click on the **Sample** dropdown and select **Product Review** option

Sample data will be pre-populated, click on the **Run** button on bottom right

After sometime you can view its **Details** on the right side

Click on the **JSON** tab to view data in JSON format

On the same page, select **Detect language** option

**What is Detect language in Azure AI Services?** Detect Language in Azure AI Services is a feature that automatically identifies the language of a given text input. It supports dozens of languages and is useful for preprocessing multilingual content, routing language-specific workflows, or enabling translation and localization services.

Click on the **Sample** dropdown and select **Mixed Languages Content** option

Sample data will be pre-populated, click on the **Run** button on bottom right

After sometime you can view its **Details** on the right side

Select **Legal (NDA)** from the **Sample** dropdown

Sample data will be pre-populated, click on the **Run** button on bottom right

Click on the **JSON** tab to view data in JSON format

Congratulations on completing this lab! Great job!

Exploring Azure AI Language - Text Analytics API

This guide offers a comprehensive walkthrough of the Azure AI Language - Text Analytics API, making it an invaluable resource for developers looking to leverage AI for text analysis.

Hafeez Baig
15 steps
35 seconds

Azure

This lab is a continuation of the previous one, Please refer to it before proceeding - <https://scribehow.com/viewer/Exploring_Azure_AI_Document_Intelligence__Demo__Fw1IJoULS2ShRlLBl3esBw>

Make sure you are on the Azure AI Foundry page, click on the resource project which you created in the previous lab

Click on the **Playgrounds** from the left bar

Scroll the page and click on the **Try the** **Language playground** button

On the **Language Playground** page, select the **Analyze sentiment** option

Click on the **Sample** dropdown and select **Product Review** option

Sample data will be pre-populated, click on the **Run** button on bottom right

After sometime you can view its **Details** on the right side

Click on the **JSON** tab to view data in JSON format

On the same page, select **Detect language** option

Click on the **Sample** dropdown and select **Mixed Languages Content** option

Sample data will be pre-populated, click on the **Run** button on bottom right

After sometime you can view its **Details** on the right side

Select **Legal (NDA)** from the **Sample** dropdown

Sample data will be pre-populated, click on the **Run** button on bottom right

Click on the **JSON** tab to view data in JSON format

Congratulations on completing this lab! Great job!