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="tao-8k", texts=[ 
11    "推荐一些美食"
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("tao-8k"),
18    )
19	resp, _ := embed.Do( 
20		context.TODO(),
21		&qianfan.EmbeddingRequest{
22			Input: []string{"你好啊"},
23		},
24	)
25	fmt.Println(resp.Data[0].Embedding)
26}

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("tao-8k")
13                .input(Arrays.asList("晚饭味道很不错"))
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: ['晚饭味道很不错'],
8    }, 'tao-8k');
9    const rs = resp.data;
10    rs.forEach((data) => {
11        console.log(data.embedding);
12    })
13}
14
15main();

1{
2	'id': 'as-671jysj753', 
3	'object': 'embedding_list', 
4	'created': 1718865925, 
5	'data': [
6		{
7		    'object': 'embedding', 
8			'embedding': [-0.0088579673320055, -0.0038655658718198538, 0.003803160274401307,...],
9  			'index': 0
10  		}
11  	], 
12  	'usage': {
13  		'prompt_tokens': 3, 
14  		'total_tokens': 3
15  	}
16}

1[-0.009818156249821186 0.026906531304121017 -0.02890794165432453 ...]

1[0.03495601564645767, 0.01275318767875433, -0.02989528886973858,...]

1[0.03495601564645767, 0.01275318767875433, -0.02989528886973858,...]