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README_zh.md

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dashscope-sdk-java

这是 DashScope 模型的 Java SDK。

使用方法

要在您的 Java 系统中使用该 SDK,请在 pom.xml 中添加以下 Maven 依赖:

<dependency>
    <groupId>com.alibaba</groupId>
    <artifactId>dashscope-sdk-java</artifactId>
    <version>{dashscope-sdk-java-version}</version>
</dependency>

快速开始

文本生成

您可以通过以下方式创建文本生成客户端:

Generation generation = new Generation();

文本生成接口支持流式和非流式查询。这些查询都接受 GenerationParam 作为输入,并返回 GenerationResult 作为输出。

以下是各方法的使用示例,以 qwen-turbo 模型为例。

支持流式和非流式模式,通过回调接收输出

import com.alibaba.dashscope.aigc.generation.Generation;
import com.alibaba.dashscope.aigc.generation.GenerationParam;
import com.alibaba.dashscope.aigc.generation.GenerationResult;
import com.alibaba.dashscope.common.Message;
import com.alibaba.dashscope.common.ResultCallback;
import com.alibaba.dashscope.common.Role;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.utils.JsonUtils;
import java.util.Arrays;

public class Main {

  public static void main(String[] args) {
      Generation generation = new Generation();
      GenerationParam param = GenerationParam.builder()
          .apiKey(System.getenv("DASHSCOPE_API_KEY"))
          .model(Generation.Models.QWEN_TURBO)
          .messages(Arrays.asList(
              Message.builder()
                  .role(Role.USER.getValue())
                  .content("Hello, how are you?").build()
          )).build();

      class ReactCallback extends ResultCallback<GenerationResult> {

        @Override
        public void onEvent(GenerationResult message) {
          System.out.println(JsonUtils.toJson(message));
        }

        public void onComplete() {
          // TODO 所有消息已接收
        }

        public void onError(Exception e) {
          ApiException apiException = (ApiException) e;
          // TODO 处理异常
        }
      }

      generation.call(param, new ReactCallback());
    }
}

异常实例是一个 ApiException 实例。该异常可能包含两部分:

  • 一个 Status 实例。该实例包含 status_code(HTTP 错误码)、code(服务器错误码)、message(服务器错误信息)、请求 ID 和使用信息。
  • 如果发生异常,ApiException 实例可能只包含一个 Exception 堆栈跟踪,您可以像平常一样处理它。

仅流式模式,通过响应式 IO 接收

import com.alibaba.dashscope.aigc.generation.Generation;
import com.alibaba.dashscope.aigc.generation.GenerationParam;
import com.alibaba.dashscope.aigc.generation.GenerationResult;
import com.alibaba.dashscope.common.Message;
import com.alibaba.dashscope.common.Role;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.InputRequiredException;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.utils.JsonUtils;
import io.reactivex.Flowable;
import java.util.Arrays;

public class Main {

  public static void main(String[] args) {
    Generation generation = new Generation();

    Message systemMsg = Message.builder()
        .role(Role.SYSTEM.getValue())
        .content("You are a helpful assistant.")
        .build();
    Message userMsg = Message.builder()
        .role(Role.USER.getValue())
        .content("Hello!")
        .build();
    GenerationParam param = GenerationParam.builder()
        .apiKey(System.getenv("DASHSCOPE_API_KEY"))
        .model(Generation.Models.QWEN_TURBO)
        .messages(Arrays.asList(systemMsg, userMsg))
        .resultFormat(GenerationParam.ResultFormat.MESSAGE)
        .build();

    try {
      Flowable<GenerationResult> result = generation.streamCall(param);
      result.blockingForEach(msg -> System.out.println(JsonUtils.toJson(msg)));
    } catch (ApiException | NoApiKeyException | InputRequiredException e) {
      System.err.println("An error occurred: " + e.getMessage());
    }
  }
}

streamCall 方法接受 GenerationParam,并返回一个 Flowable,您可以通过 blockingForEach 获取流式结果,并通过 try-catch 块捕获异常。

仅非流式模式

import com.alibaba.dashscope.aigc.generation.Generation;
import com.alibaba.dashscope.aigc.generation.GenerationParam;
import com.alibaba.dashscope.aigc.generation.GenerationResult;
import com.alibaba.dashscope.common.Message;
import com.alibaba.dashscope.common.Role;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.InputRequiredException;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.utils.JsonUtils;
import java.util.Arrays;

public class Main {

  public static void main(String[] args) {
    Generation generation = new Generation();

    Message systemMsg = Message.builder()
        .role(Role.SYSTEM.getValue())
        .content("You are a helpful assistant.")
        .build();
    Message userMsg = Message.builder()
        .role(Role.USER.getValue())
        .content("Hello!")
        .build();
    GenerationParam param = GenerationParam.builder()
        .apiKey(System.getenv("DASHSCOPE_API_KEY"))
        .model(Generation.Models.QWEN_TURBO)
        .messages(Arrays.asList(systemMsg, userMsg))
        .resultFormat(GenerationParam.ResultFormat.MESSAGE)
        .build();

    try {
      GenerationResult result = generation.call(param);
      System.out.println(JsonUtils.toJson(result));
    } catch (ApiException | NoApiKeyException | InputRequiredException e) {
      System.err.println("An error occurred: " + e.getMessage());
    }
  }
}

call 方法接受 GenerationParam,并返回 GenerationResult,您也可以通过 try-catch 块捕获异常。