Tutorialspoint

Celebrating 11 Years of Learning Excellence! Use: TP11

Unleash the potential of generative AI in Azure API Management

person icon Houssem Dellai

4.3

Unleash the potential of generative AI in Azure API Management

Learn how to leverage Azure API Management to deploy generative AI apps with OpenAI

updated on icon Updated on Jun, 2025

language icon Language - English

person icon Houssem Dellai

category icon IT and Software ,Cloud Computing,

Lectures -16

Duration -1.5 hours

Lifetime Access

4.3

price-loader

Lifetime Access

30-days Money-Back Guarantee

Training 5 or more people ?

Get your team access to 10000+ top Tutorials Point courses anytime, anywhere.

Course Description

Welcome to Unleash the potential of generative AI features in Azure API Management! This course is intended for developers, engineers, cloud solution architects, AI practitioners, and IT security professionals eager to integrate advanced AI capabilities into their enterprise applications using Azure API Management.
In this course, you will learn and implement Large Language Models like OpenAI in Azure. We will begin with an introduction to the key features and capabilities of Generative AI in the Azure ecosystem. From there, you will learn advanced API Management techniques, including load balancing, authentication, semantic caching, logging, metrics, token throttling, and retry and circuit breaker patterns.
Security will be the first priority in this course. You will learn the use of private endpoints for securing your API endpoints and implementing strong protection on your enterprise applications. Our hand-on modules will walk you through practical implementations, thus giving you the skills and confidence to apply them all in real-world scenarios.
You will gain a good understanding by the end of this course to optimize and secure LLM models using Azure API Management, equipped with the best practices in enterprise integration for the full benefit of Generative AI to drive innovation and efficiency in your organization.
Join us now to change the way you manage and secure AI applications in the cloud. Enroll today to take the first step to mastering API management for Generative AI in Azure!

Goals

  • Understanding Connections:
    Know how to connect API Management to Azure OpenAI.
    Use tools such as the portal, CLI, and Terraform to make the connection.
    Thoroughly test connections using Python Jupyter Notebook.
    Load Balancing Strategies:
    Understand load balancing in-depth for Large Language Models (LLMs).
    Set up load balancing in API Management.
    Test the load balancing setup with Python scripts.
    Token Limit Policies:
    Know about Token Limit policies in API Management.
    These can be implemented to govern API usage.
    Test the policies to check whether they meet the limits required.
    Semantic Caching Insights:
    Learn about Semantic Caching and its significance for LLM models in terms of API Management.
    Implement Semantic Caching correctly.
    Test and validate configurations involving Semantic Caching both through the APIM portal and the Python notebook.
    Increased Security through Private Endpoints:
    Learn how private endpoints help in secure API Management.
    Set up private endpoints to increase security.
    Testing and verifying the configurations for private endpoints
    Azure Monitor - Token Metrics:
    Awareness on token metrics in API Management.
    Configuring Azure Monitor for monitoring token metrics
    Interpreting and analyzing the token metrics for optimal use of APIs.

Prerequisites

1) Basic understanding of REST API

2) Basic understanding of Microsoft Azure

3) Basic understanding of Terraform

4) Basic understanding of Python code

Unleash the potential of generative AI in Azure API Management

Curriculum

Check out the detailed breakdown of what’s inside the course

Introduction to Generative AI features in Azure API Management

1 Lectures
  • play icon Introduction 14:54 14:54

Connecting API Management to Azure OpenAI

6 Lectures
Tutorialspoint

Load Balancing for LLMs in API Management

3 Lectures
Tutorialspoint

Token Limit Policy in API Management

2 Lectures
Tutorialspoint

Semantic Caching for LLMs in API Management

4 Lectures
Tutorialspoint

Instructor Details

Houssem Dellai

Houssem Dellai

Cloud Solution Architect at Microsoft

Houssem Dellai is a Cloud Solution Architect at Microsoft and a former five-time Microsoft Most Valuable Professional (MVP) honoree. His expertise spans Docker, Kubernetes, DevOps, Terraform, Xamarin, ASP.NET, and Azure—topics you may have encountered on his YouTube channel or through his insightful articles on Microsoft Blog, Medium, and CodeProject.

A sought-after conference speaker and Microsoft Certified Trainer (MCT), Houssem has empowered thousands of students and developers worldwide. Renowned for demystifying complex concepts, he excels at guiding beginners through the intricate landscape of cutting-edge technologies.

Course Certificate

Use your certificate to make a career change or to advance in your current career.

sample Tutorialspoint certificate

Our students work
with the Best

Related Video Courses

View More

Annual Membership

Become a valued member of Tutorials Point and enjoy unlimited access to our vast library of top-rated Video Courses

Subscribe now
Annual Membership

Online Certifications

Master prominent technologies at full length and become a valued certified professional.

Explore Now
Online Certifications

Talk to us

1800-202-0515