{"id":614,"date":"2026-10-12T14:28:36","date_gmt":"2026-10-12T04:28:36","guid":{"rendered":"https:\/\/www.cloudproinc.com.au\/?p=614"},"modified":"2026-10-12T14:28:36","modified_gmt":"2026-10-12T04:28:36","slug":"how-to-create-an-azure-ai-language-account-using-rest-api","status":"publish","type":"post","link":"https:\/\/www.cloudproinc.com.au\/index.php\/2026\/10\/12\/how-to-create-an-azure-ai-language-account-using-rest-api\/","title":{"rendered":"How to Create an Azure AI Language Account Using REST API"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">This Azure AI Services article will show how to create an Azure AI Language Account using REST API.<\/p>\n\n\n\n<!--more-->\n\n\n\n<div class=\"wp-block-yoast-seo-table-of-contents yoast-table-of-contents\"><h2>Table of contents<\/h2><ul><li><a href=\"#h-out-of-the-box-features\" data-level=\"2\">Out-of-the-Box Features<\/a><\/li><li><a href=\"#h-how-to-create-an-azure-ai-language-account-using-rest-api\" data-level=\"2\">How to Create an Azure AI Language Account Using REST API<\/a><\/li><li><a href=\"#h-create-post-request\" data-level=\"2\">Create POST Request<\/a><\/li><li><a href=\"#h-request-body\" data-level=\"2\">Request Body<\/a><\/li><li><a href=\"#h-related-articles\" data-level=\"2\">Related Articles<\/a><\/li><\/ul><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Azure AI Language allows us to build applications based on language models that can be trained with data. By training a language model, we enable it to understand a user&#8217;s meaning when processing input.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">With Azure AI Language, we can create applications that are Natural Language Processing (NLP) enabled, allowing them to understand human language in written or spoken form.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Azure AI Language offers two types of service features: pre-configured models, which can be used immediately, and learned (trained) models, which require building and training before use.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Regardless of the feature used, the usage concept is the same. Once a model is provisioned or trained, we access it using a service endpoint and send queries that are processed by the model.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-out-of-the-box-features\"><strong>Out-of-the-Box Features<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Azure AI Language provides the following pre-configured capabilities that do not require training:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Summarizing text<\/li>\n\n\n\n<li>Extracting entities<\/li>\n\n\n\n<li>Detecting personal information (PII)<\/li>\n\n\n\n<li>Key phrase extraction<\/li>\n\n\n\n<li>Sentiment analysis<\/li>\n\n\n\n<li>Language detection<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">When not using the pre-configured capabilities and opting to use the learned features, we need to label and train the model on our data before making it available (deploying).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The underlying goal of using Azure AI Language is to develop a Conversational Language Understanding (CLU) model that can predict user intentions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The most common use case for Azure AI Language is developing and building a Q&amp;A model that is trained on custom data.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-to-create-an-azure-ai-language-account-using-rest-api\"><strong>How to Create an Azure AI Language Account Using REST API<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">To create an AI language account, use the following POST request. Make sure you have an <a href=\"https:\/\/www.ntweekly.com\/2024\/05\/19\/create-an-app-registration-for-microsoft-azure-rest-api\/\" target=\"_blank\" rel=\"noreferrer noopener\">App Registration<\/a> with the right permissions.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-create-post-request\"> Create POST Request<\/h2>\n\n\n\n<pre class=\"wp-block-code has-white-color has-black-background-color has-text-color has-background has-link-color wp-elements-1\"><code>https:&#47;&#47;management.azure.com\/subscriptions\/{{subscriptionId}}\/resourceGroups\/{{RGNAME}}\/providers\/Microsoft.CognitiveServices\/accounts\/{{ACCOUNTNAME}}?api-version=2023-05-01<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-request-body\"><strong>Request Body<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Add the JSON file below to the request body.<\/p>\n\n\n\n<pre class=\"wp-block-code has-white-color has-black-background-color has-text-color has-background has-link-color wp-elements-2\"><code>{\n  \"location\": \"East US\",\n  \"kind\": \"TextAnalytics\",\n  \"sku\": {\n    \"name\": \"F0\"\n  }\n}\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Once created, you will see the account on the Azure portal.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"127\" data-src=\"\/wp-content\/uploads\/2024\/09\/image-2-1024x127.png\" alt=\"\" class=\"wp-image-615 lazyload\" data-srcset=\"\/wp-content\/uploads\/2024\/09\/image-2-1024x127.png 1024w, \/wp-content\/uploads\/2024\/09\/image-2-300x37.png 300w, \/wp-content\/uploads\/2024\/09\/image-2-768x95.png 768w, \/wp-content\/uploads\/2024\/09\/image-2-980x121.png 980w, \/wp-content\/uploads\/2024\/09\/image-2-480x59.png 480w, \/wp-content\/uploads\/2024\/09\/image-2.png 1057w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/127;\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-related-articles\">Related Articles<\/h2>\n\n\n\n<ul class=\"wp-block-yoast-seo-related-links yoast-seo-related-links\">\n<li><a href=\"https:\/\/www.cloudproinc.com.au\/index.php\/2024\/07\/25\/deploy-azure-openai-gpt-4o-resource-and-model-using-bicep\/\">Deploy Azure OpenAI GPT-4o Resource and Model using Bicep<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.cloudproinc.com.au\/index.php\/2024\/03\/28\/simplifying-windows-10-integration-with-microsoft-intune-using-a-deep-link\/\">Simplifying Windows 10 Integration with Microsoft Intune Using a Deep Link<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.cloudproinc.com.au\/index.php\/2024\/08\/26\/create-a-custom-extension-attribute-entra-id\/\">Create a Custom Extension Attribute Entra ID<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.cloudproinc.com.au\/index.php\/2024\/07\/11\/list-classic-azure-administrators-using-powershell-and-azure-rest-api\/\">List Classic Azure Administrators Using PowerShell and Azure REST API<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.cloudproinc.com.au\/index.php\/2024\/07\/29\/setting-up-email-to-case-in-dynamics-365\/\">Setting Up Email to Case in Dynamics 365<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This Azure AI Services article will show how to create an Azure AI Language Account using REST API.<\/p>\n","protected":false},"author":1,"featured_media":616,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"off","_et_pb_old_content":"","_et_gb_content_width":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[24,16,26,13],"tags":[],"class_list":["post-614","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-microsoft-azure","category-azure-ai-services","category-blog"],"jetpack-related-posts":[{"id":631,"url":"https:\/\/www.cloudproinc.com.au\/index.php\/2026\/10\/12\/setting-up-azure-ai-translator-with-rest-api-step-by-step-guide\/","url_meta":{"origin":614,"position":0},"title":"Setting Up Azure AI Translator with REST API: Step-by-Step Guide","author":"CPI Staff","date":"October 12, 2026","format":false,"excerpt":"This article will show how to create an Azure AI Translator service using the Azure REST API. 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