Master Azure AI-102 Exam with Post Deployment Multi-Service Account Tutorial
Table of Contents
- Introduction
- Deploying the AI Services Multi-Service Account
- Understanding the Keys and Endpoints
- The Importance of Having Two Keys
- Best Practice: Storing Keys in an Azure Vault
- Extracting Keys from the Azure Portal
- Exploring the Deployed Resource
- Copying and Using the Keys
- Securing and Rotating the Keys
- Conclusion
Deploying AI Services Multi-Service Account
When deploying the AI Services multi-service account, You will receive three important elements: an endpoint, key one, and key two. The endpoint will be used for making API calls and utilizing it in the SDK. The two keys are provided to allow for key rotation, which is considered a best practice. Storing these keys in an Azure Vault is highly recommended and will be discussed in more Detail in the planning module. By having two keys, you can change one while using the other to avoid any interruptions in your services. In this chapter, we will explore how the endpoint looks like and how to extract the keys from the Azure portal.
Understanding the Keys and Endpoints
Once the deployment of the multi-service account is complete, let's go to the resource to see what we have obtained. The key and the endpoints are the most important aspects that we will focus on. The service has been deployed as an Azure AI Service API Type. The location and subscription ID are not of significant interest to us at this point. We will now click on the keys and the endpoints to explore further.
The Importance of Having Two Keys
The endpoint consists of the service name followed by the URL, which is located in a specific region. It is crucial to note that the region choice is important depending on the rules and regulations of your location. In this case, the service has been deployed in the East U.S region of Azure. The two keys, key one and key two, are provided to use the endpoints and services. These keys can be copied and utilized in SDK scripts, applications, or even for plain REST calls.
Best Practice: Storing Keys in an Azure Vault
To ensure the security of these keys, it is highly recommended to store them in an Azure Vault. By securely storing the keys, you can safeguard them and control access through variables in your applications. This practice will be discussed in more detail in the planning and manage part of the course.
Extracting Keys from the Azure Portal
In the Azure portal, you can find the keys and endpoints for your deployed multi-service account. By clicking on the keys and endpoints section, you will be able to access the information. Extracting the keys from here is a simple process. All you need to do is copy one of the keys and utilize it in your scripts, programs, or applications. The endpoint URL and the keys are vital for accessing and utilizing the services effectively.
Exploring the Deployed Resource
By accessing the deployed resource, you can see the details of the service, including the type of service and its location. It is important to have a clear understanding of this information to ensure proper utilization of the service and compatibility with your intended use cases.
Copying and Using the Keys
Copying and using the keys is a straightforward process. Simply copy one of the generated keys and paste it in your SDK scripts, applications, or when making REST calls. These keys will serve as the authentication mechanism to access the deployed services effectively.
Securing and Rotating the Keys
To maintain the security of your services, it is essential to have a strategy for securing and rotating the keys. Regenerating one key at a time and updating it in your scripts and applications is a common practice. This ensures that the keys consistently change, enhancing the security of your services. Securing and rotating the keys will be discussed in detail in the planning and manage part of the course.
Conclusion
In this chapter, we have covered the process of deploying the AI Services multi-service account and the importance of having two keys for key rotation. We have also discussed the best practice of storing these keys in an Azure Vault and extracting them from the Azure portal. Understanding the keys, endpoints, and their significance is crucial for effectively utilizing the services. In the next chapter, we will Delve into the planning and management aspects of securing and rotating the keys.
Highlights
- Deploying the AI Services multi-service account provides an endpoint and two keys.
- Storing the keys in an Azure Vault is a best practice for security.
- Extracting the keys from the Azure portal is a simple process.
- The endpoint URL and keys are vital for accessing and utilizing the services.
- Security and key rotation are essential for maintaining service integrity.
FAQ
Q: Can I deploy multiple AI services in the same multi-service account?
A: Yes, the multi-service account allows you to deploy and manage multiple AI services within a single account.
Q: How often should I rotate the keys?
A: Key rotation frequency depends on your security policies and risk assessment. It is recommended to regularly rotate the keys for enhanced security.
Q: Can I change the region of the deployed service?
A: Yes, if required, you can change the region of the service within the Azure portal. However, keep in mind the regional regulations and compliance requirements.
Q: Are the keys interchangeable or service-specific?
A: The keys provided in the multi-service account can be used to access any of the deployed AI services within that account. They are not specific to individual services.
Q: Can I restrict access to the keys within my team?
A: Yes, by utilizing Azure Vault and managing the access controls, you can restrict access to the keys within your team, ensuring security and accountability.