I. Azure OpenAI服务概述

II. Azure OpenAI服务的功能

III. Azure OpenAI服务的利用场景

IV. Azure OpenAI服务的未来发展

Table of Contents

• Quickstart: Get started generating text using Azure OpenAI Service
• Article
• Feedback

Quickstart: Get started generating text using Azure OpenAI Service

This quickstart guide will walk you through the process of generating text using Azure OpenAI Service. It is intended for those who are new to the service and want to get started right away. With this guide, you will be able to make your first calls to Azure OpenAI and start generating text.

Article

The purpose of this article is to provide you with a step-by-step guide on how to use Azure OpenAI to generate text. Whether you are a developer, researcher, or simply curious about the capabilities of text generation, this article will help you get started.

Introduction

Azure OpenAI is a powerful text generation service that utilizes advanced machine learning models to generate high-quality text based on the input provided. By leveraging the power of artificial intelligence, Azure OpenAI can assist in various applications, such as content generation, language translation, and chatbot development.

Getting Started

Before you can start generating text with Azure OpenAI, you will need to set up an Azure account and subscribe to the OpenAI service. Once you have done that, you will need to obtain the necessary credentials and configure your development environment. This typically involves creating an API key and installing the required SDKs or libraries.

Step 1: Create an Azure Account

If you do not already have an Azure account, you will need to sign up for one. This will give you access to the Azure portal and allow you to subscribe to the OpenAI service. Simply visit the Azure website and follow the instructions to create your account.

Step 2: Subscribe to OpenAI Service

Once you have an Azure account, navigate to the Azure portal and search for the OpenAI service. Subscribe to the service and choose the appropriate pricing plan based on your requirements.

Step 3: Obtain the Necessary Credentials

After subscribing to the OpenAI service, you will need to obtain the necessary credentials to authenticate your API calls. This typically involves creating an API key, which you will use to authorize your requests. Follow the documentation provided by Azure to generate your API key and securely store it.

Step 4: Configure Your Development Environment

Once you have your API key, you will need to configure your development environment to communicate with the Azure OpenAI service. Depending on your programming language and framework of choice, you will need to install the relevant SDKs or libraries. Follow the official documentation and guidelines to set up your environment.

Generating Text

Now that you have set up your environment, you can start generating text using Azure OpenAI. The process typically involves constructing a request object with the desired parameters and sending it to the API endpoint. The response will contain the generated text, which you can use in your applications or further process as needed.

Example: Generating a Short Story

Let’s walk through an example of generating a short story using Azure OpenAI. Assume you have an array of story prompts and you want the AI model to continue the story based on each prompt. You can loop through the prompts, make API calls for each prompt, and collect the generated text from the responses.

Here’s a sample code snippet in Python that demonstrates this process:

import openai

# Set up your API key
openai.api_key = 'YOUR_API_KEY'

# Define your story prompts
prompts = [
  "Once upon a time",
  "In a faraway land",
  "On a sunny day"
]

# Generate the story continuation for each prompt
for prompt in prompts:
  response = openai.Completion.create(
    engine='text-davinci-003',
    prompt=prompt,
    max_tokens=100
  )
  generated_text = response.choices[0].text
  print(generated_text)
  

In the above code, you first set up your API key. Then, you define an array of story prompts. Finally, you loop through the prompts, make API calls using the OpenAI SDK, and retrieve the generated text from the response. You can customize the parameters, such as the maximum number of tokens to generate, based on your needs.

Conclusion

Azure OpenAI is a versatile and powerful service that can be used to generate text for a wide range of applications. This article provided a detailed guide on how to get started with Azure OpenAI. You learned the steps involved in setting up your environment, obtaining the necessary credentials, and generating text using the service. As you delve deeper into Azure OpenAI, you will discover its full potential and find creative ways to leverage its capabilities.

Feedback

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Contributors: 5

问题1：Azure OpenAI Service是甚么？

答案：Azure OpenAI Service是一项由Microsoft Azure提供的高级语言AI服务，它利用OpenAI GPT⑷、GPT⑶、Codex和DALL-E模型提供先进的语言AI功能。用户可以根据自己的需求对这些模型进行微调，以满足各种用例的特定需求。

• Azure OpenAI Service提供了哪些模型？
• 怎样使用Azure OpenAI Service进行文本生成？
• Azure OpenAI Service的定价是怎样的？

问题2：Azure OpenAI Service提供了哪些模型？

答案：Azure OpenAI Service由多种具有区别能力和价格的模型提供支持。可用的模型按地区而异。目前可用的模型有GPT⑶和GPT⑶5-Turbo。

• OpenAI GPT⑶模型的功能是甚么？
• OpenAI GPT⑶5-Turbo模型的功能是甚么？
• 怎样在Azure OpenAI Service当选择并部署模型？

问题3：怎样使用Azure OpenAI Service进行文本生成？

答案：使用Azure OpenAI Service进行文本生成非常简单。您需要创建并部署一个Azure OpenAI Service资源，然后通过调用API来要求生成文本。您可使用GPT⑶和GPT⑶5-Turbo模型进行文本生成。

• 怎样创建并部署Azure OpenAI Service资源？
• 怎样使用API要求生成文本？
• 可使用GPT⑷模型进行文本生成吗？

问题4：Azure OpenAI Service的定价是怎样的？

答案：Azure OpenAI Service的定价根据模型和使用情况而定。您可使用不要钱的Azure账户尝试一些热门服务，也能够按需付费，没有预支费用。

• Azure OpenAI Service的定价和计费方式有哪几种？
• 如何评估使用Azure OpenAI Service的本钱？
• 有无不要钱试用的选项？