OpenAI 集成

使用 LangChain JavaScript 与 OpenAI 大语言模型集成。

您当前浏览的是 OpenAI 文本补全模型的文档页面。最新且最受欢迎的 OpenAI 模型是 聊天补全模型。

除非您明确在使用 gpt-3.5-turbo-instruct，否则您可能应该查看 此页面。

OpenAI 是一个人工智能（AI）研究实验室。

本文将帮助您开始使用 LangChain 与 OpenAI 的补全模型（LLMs）。关于 OpenAI 功能和配置选项的详细文档，请参阅 API 参考。

概述

集成详情

类	包	本地	可序列化	Python 支持	下载量	版本
OpenAI	@langchain/openai	❌	✅	✅

设置

要访问 OpenAI 模型，您需要创建一个 OpenAI 账户，获取 API 密钥，并安装 @langchain/openai 集成包。

凭证

前往 platform.openai.com 注册 OpenAI 并生成 API 密钥。完成后，设置 OPENAI_API_KEY 环境变量：

export OPENAI_API_KEY="your-api-key"

如果您希望自动追踪模型调用，还可以通过取消注释以下行来设置您的 LangSmith API 密钥：

# export LANGSMITH_TRACING="true"
# export LANGSMITH_API_KEY="your-api-key"

安装

LangChain OpenAI 集成位于 @langchain/openai 包中：

npm

npm install @langchain/openai @langchain/core

实例化

现在我们可以实例化模型对象并生成补全结果：

import { OpenAI } from "@langchain/openai"

const llm = new OpenAI({
  model: "gpt-3.5-turbo-instruct",
  temperature: 0,
  maxTokens: undefined,
  timeout: undefined,
  maxRetries: 2,
  apiKey: process.env.OPENAI_API_KEY,
  // 其他参数...
})

调用

const inputText = "OpenAI is an AI company that "

const completion = await llm.invoke(inputText)
completion

develops and promotes friendly AI for the benefit of humanity. It was founded in 2015 by Elon Musk, Sam Altman, Greg Brockman, Ilya Sutskever, Wojciech Zaremba, John Schulman, and Chris Olah. The company's mission is to create and promote artificial general intelligence (AGI) that is safe and beneficial to humanity.

OpenAI conducts research in various areas of AI, including deep learning, reinforcement learning, robotics, and natural language processing. The company also develops and releases open-source tools and platforms for AI research, such as the GPT-3 language model and the Gym toolkit for reinforcement learning.

One of the main goals of OpenAI is to ensure that the development of AI is aligned with human values and does not pose a threat to humanity. To this end, the company has established a set of principles for safe and ethical AI development, and it actively collaborates with other organizations and researchers in the field.

OpenAI has received funding from various sources, including tech giants like Microsoft and Amazon, as well as individual investors. It has also partnered with companies and organizations such as Google, IBM, and the United Nations to advance its research and promote responsible AI development.

In addition to its research and development

自定义 URL

您可以通过传递 configuration 参数来自定义 SDK 发送请求的基础 URL，如下所示：

const llmCustomURL = new OpenAI({
  temperature: 0.9,
  configuration: {
    baseURL: "https://your_custom_url.com",
  },
});

您还可以传递官方 SDK 接受的其他 ClientOptions 参数。

如果您在 Azure OpenAI 上托管，请参阅 专用页面。

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API 参考

关于所有 OpenAI 功能和配置的详细文档，请前往 API 参考。

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