1import os
2import qianfan
3
4# 使用安全认证AK/SK鉴权，通过环境变量方式初始化；替换下列示例中参数，安全认证Access Key替换your_iam_ak，Secret Key替换your_iam_sk
5os.environ["QIANFAN_ACCESS_KEY"] = "your_iam_ak"
6os.environ["QIANFAN_SECRET_KEY"] = "your_iam_sk"
7
8emb = qianfan.Embedding()
9
10resp = emb.do(model="Embedding-V1", texts=[ 
11    "推荐一些美食","给我讲个故事"
12])
13print(resp["body"])

1package main
2
3import (
4	"context"
5	"fmt"
6	"os"
7
8	"github.com/baidubce/bce-qianfan-sdk/go/qianfan"
9)
10
11func main() {
12    // 使用安全认证AK/SK鉴权，通过环境变量初始化；替换下列示例中参数，安全认证Access Key替换your_iam_ak，Secret Key替换your_iam_sk
13	os.Setenv("QIANFAN_ACCESS_KEY", "your_iam_ak")
14	os.Setenv("QIANFAN_SECRET_KEY", "your_iam_sk")
15
16	embed := qianfan.NewEmbedding(
17        qianfan.WithModel("Embedding-V1"),
18    )
19	resp, _ := embed.Do( 
20		context.TODO(),
21		&qianfan.EmbeddingRequest{
22			Input: []string{"你好啊", "明天天气多云"},
23		},
24	)
25	for _, value := range resp.Data {
26		fmt.Println(value.Embedding)
27	}
28}

1import com.baidubce.qianfan.Qianfan;
2import com.baidubce.qianfan.model.embedding.EmbeddingData;
3import com.baidubce.qianfan.model.embedding.EmbeddingResponse;
4import java.util.Arrays;
5
6public class Demo {
7    public static void main(String[] args) {
8        // 使用安全认证AK/SK鉴权，替换下列示例中参数，安全认证Access Key替换your_iam_ak，Secret Key替换your_iam_sk
9        Qianfan qianfan = new Qianfan("your_iam_ak", "your_iam_sk");
10        
11        EmbeddingResponse resp = qianfan.embedding()
12                .model("Embedding-V1")
13                .input(Arrays.asList("晚饭味道很不错", "晚餐真好吃"))
14                .execute();
15        for (EmbeddingData data : resp.getData()) {
16            System.out.println(data.getEmbedding());
17        }
18    }
19}

1import {Embedding} from "@baiducloud/qianfan";
2
3// 使用安全认证AK/SK鉴权，替换下列示例中参数，安全认证Access Key替换your_iam_ak，Secret Key替换your_iam_sk
4const client = new Embedding({ QIANFAN_ACCESS_KEY: 'your_iam_ak', QIANFAN_SECRET_KEY: 'your_iam_sk' });
5async function main() {
6    const resp = await client.embedding({
7        input: ['介绍下你自己吧', '你有什么爱好吗？'],
8    }, 'Embedding-V1');
9    const rs = resp.data;
10    rs.forEach((data) => {
11        console.log(data.embedding);
12    })
13}
14
15main();

1{
2	'id': 'as-tnrbsnpabg', 
3	'object': 'embedding_list', 
4	'created': 1718767750, 
5	'data': [
6		{
7		    'object': 'embedding', 
8			'embedding': [0.018314672634005547, 0.009424409829080105, -0.009610666893422604, ...],
9  			'index': 0
10  		}, 
11  		{
12  		    'object': 'embedding', 
13  			'embedding': [0.12250778824090958, 0.07934671640396118, -0.027468973770737648, ...], 
14  			'index': 1
15        }
16  	], 
17  	'usage': {
18  		'prompt_tokens': 6, 
19  		'total_tokens': 6
20  	}
21}

1[0.004519541282206774 -0.0725267082452774 0.0022614754270762205 0.13040794432163239 -0.08518342673778534 ...]
2[0.020677050575613976 -0.041624199599027634 0.045507751405239105 ...]

1[0.06842433661222458, 0.05259920656681061, -0.01780703105032444, ...]
2[0.06406816840171814, 0.04901014640927315, -0.021046847105026245, ...]

1[0.13463850319385529,  -0.010635782964527607,   0.024348171427845955...]
2[0.06406816840171814, 0.04901014640927315, -0.021046847105026245, ...]