协同分类（Co.Classify）

开发环境

https://api.cohere.ai/v1

POST

https://api.cohere.ai/v1/classify

这个接口可以对给定的文本输入预测最匹配的标签。Classify 通过提供的文本+标签对的示例作为参考,来进行预测。

注意:在分类示例上训练的自定义模型在进行预测时不需要明确地传递 examples 参数。

请求示例

Shell

JavaScript

Java

Swift

curl --location --request POST 'https://api.cohere.ai/v1/classify' \
--header 'Content-Type: application/json' \
--data-raw '{
  "truncate": "END",
  "inputs": [
    "Confirm your email address",
    "hey i need u to send some $"
  ],
  "examples": [
    {
      "text": "Dermatologists don'\''t like her!",
      "label": "Spam"
    },
    {
      "text": "Hello, open to this?",
      "label": "Spam"
    },
    {
      "text": "I need help please wire me $1000 right now",
      "label": "Spam"
    },
    {
      "text": "Nice to know you ;)",
      "label": "Spam"
    },
    {
      "text": "Please help me?",
      "label": "Spam"
    },
    {
      "text": "Your parcel will be delivered today",
      "label": "Not spam"
    },
    {
      "text": "Review changes to our Terms and Conditions",
      "label": "Not spam"
    },
    {
      "text": "Weekly sync notes",
      "label": "Not spam"
    },
    {
      "text": "Re: Follow up from today’s meeting",
      "label": "Not spam"
    },
    {
      "text": "Pre-read for tomorrow",
      "label": "Not spam"
    }
  ]
}'

响应示例

{
    "id": "string",
    "classifications": [
        {
            "id": "string",
            "input": "string",
            "prediction": "string",
            "predictions": [
                "string"
            ],
            "confidence": 0,
            "confidences": [
                0
            ],
            "labels": {
                "Not spam": {
                    "confidence": 0
                },
                "Spam": {
                    "confidence": 0
                }
            },
            "classification_type": "string"
        }
    ],
    "meta": {
        "api_version": {
            "version": "string"
        }
    }
}

请求参数

Body 参数application/json

示例

返回响应

🟢200成功

application/json

Body

修改于 2023-10-31 08:23:52

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