Embeddings#

获取给定输入的向量表示形式,机器学习模型和算法可以轻松使用该表示形式。

1/0
## 让后面的代码不执行
---------------------------------------------------------------------------
ZeroDivisionError                         Traceback (most recent call last)
Cell In[1], line 1
----> 1 1/0
      2 ## 让后面的代码不执行

ZeroDivisionError: division by zero

Create embeddings#

https://api.openai.com/v1/embeddings

创建表示输入文本的嵌入向量。

参数名称

类型

是否必须

默认值

描述

model

string

Required

-

要使用的模型的 ID。您可以使用 List models API 查看所有可用模型,或查看我们的模型概述以获取它们的描述。

input

string or array

Required

-

要获取嵌入的输入文本,编码为字符串或令牌数组。要在单个请求中获取多个输入的嵌入,请传递字符串数组或令牌数组数组。每个输入长度不得超过 8192 个令牌。

user

string

Optional

-

表示您的最终用户的唯一标识符,可帮助 OpenAI 监控和检测滥用。

import os
import openai
openai.api_key = os.getenv("OPENAI_API_KEY")
openai.Embedding.create(
  model="text-embedding-ada-002",
  input="The food was delicious and the waiter..."
)
<OpenAIObject list at 0x1adac080d10> JSON: {
  "data": [
    {
      "embedding": [
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