协同嵌入(Co.Embed)
POST
https://api.cohere.ai/v1/embed这段描述的是文本嵌入(text embeddings)的接口。文本嵌入是一组浮点数,它捕捉了文本所包含的语义信息。
嵌入可以用于创建文本分类器,也可以增强语义搜索。要了解更多关于嵌入的信息,可以查看嵌入(embedding)相关页面。
如果你想进一步了解如何使用嵌入模型,可以查看语义搜索指南。
请求参数
Body 参数application/json
texts
array[string]
必需
用于嵌入模型的字符串数组。每次通话的最大短信数量为96
。我们建议将每个文本的长度减少到512
标记以下,以获得最佳质量。
truncate
string
可选
其中之一NONE|START|END
指定 API 如何处理长于最大令牌长度的输入。 传递START
将丢弃输入的开头。END
将丢弃输入的末尾。在这两种情况下,输入都会被丢弃,直到剩余输入恰好是模型的最大输入标记长度。 如果NONE
选择,当输入超过最大输入令牌长度时,将返回错误。 默认:END
model
string
可选
模型的标识符。较小的“轻型”模型速度更快,而较大的模型性能更好。定制模型也可以提供完整的 ID。 可用型号和相应的嵌入尺寸: - embed-english-v2.0
(默认)4096 - embed-english-light-v2.0
1024 - embed-multilingual-v2.0
第768章
示例
{
"texts": [
"hello",
"goodbye"
],
"truncate": "END"
}
示例代码
返回响应
成功(200)
HTTP 状态码: 200
内容格式: JSONapplication/json
数据结构
id
string
必需
texts
array[string]
必需
embeddings
array [array]
必需
可选
meta
object
必需
api_version
object
必需
示例
{
"id": "bc57846a-3e56-4327-8acc-588ca1a37b8a",
"texts": [
"hello world"
],
"embeddings": [
[
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2.1328125,
-1.8144531,
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1.2832031,
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1.9492188,
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最后修改时间: 1 年前