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快速开始

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前言

ONE-PEACE是一个图文音三模态通用表征模型,在语义分割、音文检索、音频分类和视觉定位几个任务都达到了新SOTA表现,在视频分类、图像分类图文检索、以及多模态经典benchmark也都取得了比较领先的结果。

快速调用

调用前准备

  1. 已开通服务并获得API-KEY:开通DashScope并创建API-KEY

  2. 已安装最新版SDK:安装DashScope SDK

代码示例

API-KEY设置

export DASHSCOPE_API_KEY=YOUR_DASHSCOPE_API_KEY

在完成了上面的API-KEY的设置之后,就可以通过下面的示例代码提交请求了。

import dashscope


def image_call():
    input = [{'image': 'https://dashscope.oss-cn-beijing.aliyuncs.com/images/256_1.png'},
             ]
    result = dashscope.MultiModalEmbedding.call(model=dashscope.MultiModalEmbedding.Models.multimodal_embedding_one_peace_v1,
                                      input=input,
                                      auto_truncation=True)
    print(result)

if __name__ == '__main__':
    image_call()
// Copyright (c) Alibaba, Inc. and its affiliates.

import com.alibaba.dashscope.embeddings.MultiModalEmbedding;
import com.alibaba.dashscope.embeddings.MultiModalEmbeddingItemImage;
import com.alibaba.dashscope.embeddings.MultiModalEmbeddingParam;
import com.alibaba.dashscope.embeddings.MultiModalEmbeddingResult;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.exception.UploadFileException;

import java.util.Arrays;

public class Main {
  public static void imageEmbedding() throws ApiException, NoApiKeyException, UploadFileException {
    MultiModalEmbedding embedding = new MultiModalEmbedding();
    MultiModalEmbeddingItemImage image =
        new MultiModalEmbeddingItemImage(
            "https://dashscope.oss-cn-beijing.aliyuncs.com/images/256_1.png");    
    MultiModalEmbeddingParam param =
        MultiModalEmbeddingParam.builder()
            .model(MultiModalEmbedding.Models.MULTIMODAL_EMBEDDING_ONE_PEACE_V1)
            .contents(Arrays.asList(image))
            .build();
    MultiModalEmbeddingResult result = embedding.call(param);
    System.out.print(result);
  }

  public static void main(String[] args){
      try {
        imageEmbedding();
      } catch (ApiException | NoApiKeyException | UploadFileException e) {
        System.out.println(e.getMessage());
      }
      System.exit(0);
  }
}
    
    

示例输出

上面示例代码请求正常完成之后,将会收到如下示例的返回结果。

{
    "status_code": 200,
    "request_id": "4fe2cde6-ba37-973f-9db8-2cd74a908a9f",
    "code": "",
    "message": "",
    "output": {
        "embedding": [ # The embedding vector
            -0.0200169887393713,
            .,
            .,
            .,
        ]
    },
    "usage": {
        "image": {
            "measure": 1,
            "weight": 1
        },
        "total_usage": 4,
        "audio": {
            "measure": 1,
            "weight": 2
        },
        "text": {
            "measure": 1,
            "weight": 1
        }
    }
}

了解更多

有关ONE-PEACE多模态向量表征API的详细调用文档可前往API详情页面进行了解。

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