![OpenAI Text on TV Screen](https://images.pexels.com/photos/15863044/pexels-photo-15863044.jpeg?auto=compress&cs=tinysrgb&w=1920)
To get started with Azure OpenAI Service in Golang, you'll need to install the Azure SDK for Go, which can be done using the go get command.
The Azure SDK for Go provides a set of libraries that make it easy to interact with Azure services, including the OpenAI Service.
First, create a new Go project and add the Azure SDK for Go to your project using the go get command: go get github.com/Azure/azure-sdk-for-go/sdk/openai.
Once you have the Azure SDK for Go installed, you can use the OpenAI Service client to create an instance of the OpenAI Service client.
For more insights, see: How to Connect to Azure Cosmos Db Using Connection String
Prerequisites
Before we dive into the world of Azure OpenAI with Golang, let's make sure you have the necessary foundation. You'll need an Azure subscription, which you can create for free.
To get started with Azure OpenAI, you'll also need an Azure OpenAI resource with a model deployed. This resource deployment guide will walk you through the process.
Here's a quick rundown of what you need to get started:
- An Azure subscription - Create one for free.
- An Azure OpenAI resource with a model deployed.
Set Up
To get started with Azure OpenAI in your Golang project, you'll need to set up a few things.
First, you'll need to create an Azure subscription if you don't already have one. You can do this for free by following the instructions on the Azure website.
Next, you'll need to deploy an Azure OpenAI Service resource with the gpt-35-turbo-instruct model. You can find more information about model deployment in the resource deployment guide.
To deploy the model, you'll need to select the subscription where you want to create the new resource, create or select a resource group, and set the region. Note that not every model type is available in every region, so make sure to choose the correct one for the gpt-35-turbo-instruct model.
Here are the platforms you can use to set up your Azure OpenAI Service resource:
- Command Line
- PowerShell
- Bash
The resource creation process can take a couple of minutes, so be patient and wait for the summary page to load. Once it's complete, you can select the "Go to resource" button to start working with your new Azure OpenAI resource.
Using the OpenAI Resource
Now that you've created your Azure OpenAI resource, it's time to start working with it. You can access your new resource by clicking the Go to resource button on the summary page.
The resource creation process can take a couple of minutes, so be patient and let it complete. After it's done, you can start using your Azure OpenAI resource.
To work with your new resource, you'll need to select the subscription where it's located. This is the same subscription you chose when creating the resource.
Take a look at this: Azure Dev Test Subscription
Next Steps
If you're looking to generate the best completion with Azure OpenAI, I recommend checking out the How-to guide on completions for more information.
To get started, you'll need to have the current version of .NET Core installed on your machine.
You'll also need an Azure subscription, which you can create for free.
In addition, you'll need an Azure OpenAI Service resource with the gpt-35-turbo-instruct model deployed.
For more examples of how to deploy models, see the resource deployment guide.
If you're using the latest version of the Azure.AI.OpenAI client library (2.0.0 or higher), you'll need to use the chat completions API instead of the completions API.
For more examples of how to use the chat completions API, check out the Azure OpenAI Samples GitHub repository.
To successfully make a call against Azure OpenAI, you'll need the following:
- An Azure subscription - Create one for free
- The current version of .NET Core
- An Azure OpenAI Service resource with the gpt-35-turbo-instruct model deployed
Run the code a few more times to see what other types of responses you get, as the response won't always be the same.
For more examples of how to use the completions API, check out the Azure OpenAI Samples GitHub repository.
Sources
- https://kognitium.com/thread/d316c0b6-0a2b-47d4-8424-f5b235a2b1e7
- https://learn.microsoft.com/en-us/azure/ai-services/openai/quickstart
- https://ivanatilca.medium.com/a-step-by-step-guide-to-deploying-open-ai-models-on-microsoft-azure-cab86664fbb4
- https://trailheadtechnology.com/deploying-a-gpt-4o-model-to-azure-openai-service/
- https://www.strathweb.com/2023/04/building-gpt-powered-applications-with-azure-openai-service/
Featured Images: pexels.com