【通义千问】重新对接阿里云通义前文。

2025-10-31 10:18:42 +08:00 · 2024-04-26 18:05:14 +08:00
parent 64b6b45bc6
commit be8d9c1a5f
14 changed files with 160 additions and 149 deletions
--- a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/dataobject/AiChatModalDO.java
+++ b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/dataobject/AiChatModalDO.java
@@ -22,13 +22,23 @@ public class AiChatModalDO extends BaseDO {
     */
    private Long id;
    /**
-     * 模型名字
+     * 模型key
     */
-    private Long modelName;
+    private String modelKey;
    /**
-     * 模型类型(qianwen、yiyan、xinghuo、openai)
+     * 模型类型 参考：{@link cn.iocoder.yudao.framework.ai.AiPlatformEnum}
+     */
+    private String modelPlatform;
+    /**
+     * 模型类型
+     * {@link cn.iocoder.yudao.framework.ai.chatyiyan.YiYanChatModel}
+     * {@link cn.iocoder.yudao.framework.ai.chatxinghuo.XingHuoChatModel}
     */
    private String modelType;
+    /**
+     * 模型名字
+     */
+    private String modelName;
    /**
     * 模型照片
     */
--- a/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/vo/AiChatModalListRes.java
+++ b/yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/vo/AiChatModalListRes.java
@@ -20,7 +20,7 @@ public class AiChatModalListRes {
    /**
     * 模型名字
     */
-    private Long modelName;
+    private String modelName;
    /**
     * 模型类型(qianwen、yiyan、xinghuo、openai)
     */
--- a/yudao-module-ai/yudao-module-ai-biz/src/main/resources/http/chat-modal.http
+++ b/yudao-module-ai/yudao-module-ai-biz/src/main/resources/http/chat-modal.http
@@ -0,0 +1,19 @@
+
+
+### chat call
+GET {{baseUrl}}/ai/chat/modal/list
+Authorization: {{token}}
+
+
+
+### chat call
+PUT {{baseUrl}}/ai/chat/modal
+Content-Type: application/json
+Authorization: {{token}}
+
+{
+  "modelName": "小红书Ai写作大模型",
+  "modelType": "yiyan",
+  "modalImage": "",
+  "modelConfig": ""
+}
--- a/yudao-module-ai/yudao-spring-boot-starter-ai/pom.xml
+++ b/yudao-module-ai/yudao-spring-boot-starter-ai/pom.xml
@@ -110,9 +110,9 @@
        </dependency>
        <!--    阿里云 通义千问    -->
        <dependency>
-            <groupId>com.aliyun</groupId>
-            <artifactId>broadscope-bailian-sdk-java</artifactId>
-            <version>1.3.0</version>
+            <groupId>com.alibaba</groupId>
+            <artifactId>dashscope-sdk-java</artifactId>
+            <version>2.11.0</version>
        </dependency>
        <dependency>
            <groupId>org.apache.httpcomponents</groupId>
@@ -129,6 +129,11 @@
            <groupId>com.fasterxml.jackson.core</groupId>
            <artifactId>jackson-databind</artifactId>
        </dependency>
+        <dependency>
+            <groupId>com.alibaba.fastjson2</groupId>
+            <artifactId>fastjson2</artifactId>
+            <version>2.0.45</version>
+        </dependency>
        <!-- https://mvnrepository.com/artifact/com.squareup.okhttp3/okhttp -->
        <dependency>
            <groupId>com.squareup.okhttp3</groupId>
--- a/yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/AiPlatformEnum.java
+++ b/yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/AiPlatformEnum.java
@@ -4,13 +4,7 @@ import lombok.AllArgsConstructor;
 import lombok.Getter;

 /**
- * 讯飞星火 模型
- *
- * 文档地址：https://www.xfyun.cn/doc/spark/Web.html#_1-%E6%8E%A5%E5%8F%A3%E8%AF%B4%E6%98%8E
- *
- * 1tokens 约等于1.5个中文汉字 或者 0.8个英文单词
- * 星火V1.5支持[搜索]内置插件；星火V2.0、V3.0和V3.5支持[搜索]、[天气]、[日期]、[诗词]、[字词]、[股票]六个内置插件
- * 星火V3.5 现已支持system、Function Call 功能。
+ * ai 模型平台
 *
 * author: fansili
 * time: 2024/3/11 10:12
--- a/yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/chatqianwen/QianWenChatClient.java
+++ b/yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/chatqianwen/QianWenChatClient.java
@@ -1,14 +1,15 @@
 package cn.iocoder.yudao.framework.ai.chatqianwen;

-import cn.hutool.core.util.IdUtil;
-import cn.hutool.json.JSONUtil;
 import cn.iocoder.yudao.framework.ai.chat.*;
-import cn.iocoder.yudao.framework.ai.chat.messages.MessageType;
 import cn.iocoder.yudao.framework.ai.chat.prompt.ChatOptions;
 import cn.iocoder.yudao.framework.ai.chat.prompt.Prompt;
 import cn.iocoder.yudao.framework.ai.chatqianwen.api.QianWenApi;
+import cn.iocoder.yudao.framework.ai.chatqianwen.api.QianWenChatCompletionRequest;
 import cn.iocoder.yudao.framework.ai.chatyiyan.exception.YiYanApiException;
-import com.aliyun.broadscope.bailian.sdk.models.*;
+import com.alibaba.dashscope.aigc.generation.GenerationResult;
+import com.alibaba.dashscope.aigc.generation.models.QwenParam;
+import com.alibaba.dashscope.common.Message;
+import io.reactivex.Flowable;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.http.ResponseEntity;
 import org.springframework.retry.RetryCallback;
@@ -23,9 +24,9 @@ import java.util.stream.Collectors;

 /**
 * 阿里 通义千问 client
- *
+ * <p>
 * 文档地址：https://help.aliyun.com/document_detail/2587494.html?spm=a2c4g.2587492.0.0.53f33c566sXskp
- *
+ * <p>
 * author: fansili
 * time: 2024/3/13 21:06
 */
@@ -37,7 +38,9 @@ public class QianWenChatClient implements ChatClient, StreamingChatClient {
    private QianWenOptions qianWenOptions;


-    public QianWenChatClient() {}
+    public QianWenChatClient() {
+    }
+
    public QianWenChatClient(QianWenApi qianWenApi) {
        this.qianWenApi = qianWenApi;
    }
@@ -59,7 +62,7 @@ public class QianWenChatClient implements ChatClient, StreamingChatClient {
                public <T extends Object, E extends Throwable> void onError(RetryContext context,
                                                                            RetryCallback<T, E> callback, Throwable throwable) {
                    log.warn("重试异常:" + context.getRetryCount(), throwable);
-                };
+                }
            })
            .build();

@@ -68,21 +71,21 @@ public class QianWenChatClient implements ChatClient, StreamingChatClient {
        return this.retryTemplate.execute(ctx -> {
            // ctx 会有重试的信息
            // 创建 request 请求，stream模式需要供应商支持
-            CompletionsRequest request = this.createRequest(prompt, false);
+            QianWenChatCompletionRequest request = this.createRequest(prompt, false);
            // 调用 callWithFunctionSupport 发送请求
-            ResponseEntity<CompletionsResponse> responseEntity = qianWenApi.chatCompletionEntity(request);
+            ResponseEntity<GenerationResult> responseEntity = qianWenApi.chatCompletionEntity(request);
            // 获取结果封装 chatCompletion
-            CompletionsResponse response = responseEntity.getBody();
-            if (!response.isSuccess()) {
-                return new ChatResponse(List.of(new Generation(String.format("failed to create completion, requestId: %s, code: %s, message: %s\n",
-                        response.getRequestId(), response.getCode(), response.getMessage()))));
-            }
+            GenerationResult response = responseEntity.getBody();
+//            if (!response.isSuccess()) {
+//                return new ChatResponse(List.of(new Generation(String.format("failed to create completion, requestId: %s, code: %s, message: %s\n",
+//                        response.getRequestId(), response.getCode(), response.getMessage()))));
+//            }
            // 转换为 Generation 返回
-            return new ChatResponse(List.of(new Generation(response.getData().getText())));
+            return new ChatResponse(List.of(new Generation(response.getOutput().getText())));
        });
    }

-    private CompletionsRequest createRequest(Prompt prompt, boolean stream) {
+    private QianWenChatCompletionRequest createRequest(Prompt prompt, boolean stream) {
        // 两个都为null 则没有配置文件
        if (qianWenOptions == null && prompt.getOptions() == null) {
            throw new ChatException("ChatOptions 未配置参数!");
@@ -93,61 +96,40 @@ public class QianWenChatClient implements ChatClient, StreamingChatClient {
            options = (ChatOptions) prompt.getOptions();
        }
        // Prompt 里面是一个 ChatOptions，用户可以随意传入，这里做一下判断
-        if (!(options instanceof QianWenOptions)) {
+        if (!(options instanceof QianWenOptions qianWenOptions)) {
            throw new ChatException("Prompt 传入的不是 QianWenOptions!");
        }
-        QianWenOptions qianWenOptions = (QianWenOptions) options;
-        // 需要额外处理
-        if (!stream) {
-            // 如果不需要 stream 输出，那么需要将这个设置为false，不然只会输出最后几个文字
-            if (qianWenOptions.getParameters() == null) {
-                qianWenOptions.setParameters(new CompletionsRequest.Parameter().setIncrementalOutput(false));
-            } else {
-                qianWenOptions.getParameters().setIncrementalOutput(false);
-            }
-        } else {
-            // 如果不需要 stream 输出，设置为true这样不会输出累加内容
-            if (qianWenOptions.getParameters() == null) {
-                qianWenOptions.setParameters(new CompletionsRequest.Parameter().setIncrementalOutput(true));
-            } else {
-                qianWenOptions.getParameters().setIncrementalOutput(true);
-            }
-        }
-
-        // 创建request
-        return new CompletionsRequest()
-                // 请求唯一标识，请确保RequestId不重复。
-                .setRequestId(IdUtil.getSnowflakeNextIdStr())
-                // 设置 appid
-                .setAppId(qianWenOptions.getAppId())
-                .setMessages(prompt.getInstructions().stream().map(m -> {
-                    // 转换成 千问 对于的请求message
-                    if (MessageType.USER == m.getMessageType()) {
-                        return new ChatUserMessage(m.getContent());
-                    } else if (MessageType.SYSTEM == m.getMessageType()) {
-                        return new ChatSystemMessage(m.getContent());
-                    } else if (MessageType.ASSISTANT == m.getMessageType()) {
-                        return new ChatAssistantMessage(m.getContent());
-                    }
-                    throw new ChatException(String.format("存在不能适配的消息! %s", JSONUtil.toJsonPrettyStr(m)));
+        return (QianWenChatCompletionRequest) QianWenChatCompletionRequest.builder()
+                .model(qianWenApi.getQianWenChatModal().getValue())
+                .apiKey(qianWenApi.getApiKey())
+                .messages(prompt.getInstructions().stream().map(m -> {
+                    Message message = new Message();
+                    message.setRole(m.getMessageType().getValue());
+                    message.setContent(m.getContent());
+                    return message;
                }).collect(Collectors.toList()))
-                // 返回choice message结果
-                .setParameters(qianWenOptions.getParameters())
-                // 设置 ChatOptions 里面公共的参数
-                .setTopP(options.getTopP() == null ? null : options.getTopP().doubleValue())
-                // 设置输出方式
-                .setStream(stream);
+                .resultFormat(QwenParam.ResultFormat.MESSAGE)
+                // 动态改变的三个参数
+                .topP(Double.valueOf(qianWenOptions.getTopP()))
+                .topK(qianWenOptions.getTopK())
+                .temperature(qianWenOptions.getTemperature())
+                .incrementalOutput(true)
+                .build();
    }

    @Override
    public Flux<ChatResponse> stream(Prompt prompt) {
        // ctx 会有重试的信息
        // 创建 request 请求，stream模式需要供应商支持
-        CompletionsRequest request = this.createRequest(prompt, true);
+        QianWenChatCompletionRequest request = this.createRequest(prompt, true);
        // 调用 callWithFunctionSupport 发送请求
-        Flux<CompletionsResponse> response = this.qianWenApi.chatCompletionStream(request);
-        return response.map(res -> {
-            return new ChatResponse(List.of(new Generation(res.getData().getText())));
-        });
+        Flowable<GenerationResult> responseResult = this.qianWenApi.chatCompletionStream(request);
+        return Flux.create(fluxSink ->
+                responseResult.subscribe(
+                        value -> fluxSink.next(new ChatResponse(List.of(new Generation(value.getOutput().getText())))),
+                        error -> fluxSink.error(error),
+                        () -> fluxSink.complete()
+                )
+        );
    }
 }
--- a/yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/chatqianwen/QianWenChatModal.java
+++ b/yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/chatqianwen/QianWenChatModal.java
@@ -7,6 +7,7 @@ import lombok.Getter;
 * 千问 chat 模型
 *
 * 模型地址：https://help.aliyun.com/document_detail/2712576.html
+ * 模型介绍：https://help.aliyun.com/document_detail/2666503.html?spm=a2c4g.2701795.0.0.26eb34dfKzcWN4
 *
 * @author fansili
 * @time 2024/4/26 10:15
@@ -16,18 +17,22 @@ import lombok.Getter;
@Getter
 public enum QianWenChatModal {

-    qwen_turbo("通义千问超大规模语言模型", "qwen-turbo"),
-    qwen_plus("通义千问超大规模语言模型增强版", "qwen-plus"),
-    qwen_max("通义千问千亿级别超大规模语言模型", "qwen-max"),
-    qwen_max_0403("通义千问千亿级别超大规模语言模型-0403", "qwen-max-0403"),
-    qwen_max_0107("通义千问千亿级别超大规模语言模型-0107", "qwen-max-0107"),
-    qwen_max_1201("通义千问千亿级别超大规模语言模型-1201", "qwen-max-1201"),
-    qwen_max_longcontext("通义千问千亿级别超大规模语言模型-28k tokens", "qwen-max-longcontext"),
+    // 千问付费模型
+    QWEN_TURBO("通义千问超大规模语言模型", "qwen-turbo"),
+    QWEN_PLUS("通义千问超大规模语言模型增强版", "qwen-plus"),
+    QWEN_MAX("通义千问千亿级别超大规模语言模型", "qwen-max"),
+    QWEN_MAX_0403("通义千问千亿级别超大规模语言模型-0403", "qwen-max-0403"),
+    QWEN_MAX_0107("通义千问千亿级别超大规模语言模型-0107", "qwen-max-0107"),
+    QWEN_MAX_1201("通义千问千亿级别超大规模语言模型-1201", "qwen-max-1201"),
+    QWEN_MAX_LONGCONTEXT("通义千问千亿级别超大规模语言模型-28k tokens", "qwen-max-longcontext"),
+
+    // 开源模型
+    // https://help.aliyun.com/document_detail/2666503.html?spm=a2c4g.2701795.0.0.26eb34dfKzcWN4
+    QWEN_72B_CHAT("通义千问1.5对外开源的72B规模参数量的经过人类指令对齐的chat模型", "qwen-72b-chat"),

    ;

    private String name;

    private String value;
-
 }
--- a/yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/chatqianwen/QianWenOptions.java
+++ b/yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/chatqianwen/QianWenOptions.java
@@ -1,7 +1,6 @@
 package cn.iocoder.yudao.framework.ai.chatqianwen;

 import cn.iocoder.yudao.framework.ai.chat.prompt.ChatOptions;
-import com.aliyun.broadscope.bailian.sdk.models.CompletionsRequest;
 import lombok.Data;
 import lombok.experimental.Accessors;

@@ -34,22 +33,18 @@ public class QianWenOptions implements ChatOptions {
     * 默认值为0.8。注意，取值不要大于等于1
     */
    private Float topP;
-    /**
-     * 模型参数设置。
-     */
-    private CompletionsRequest.Parameter parameters = new CompletionsRequest.Parameter();

    //
    // 适配 ChatOptions

    @Override
    public Float getTemperature() {
-        return Float.parseFloat(this.parameters.getTemperature().toString());
+        return null;
    }

    @Override
    public void setTemperature(Float temperature) {
-        this.parameters.setTemperature(Double.valueOf(temperature.toString()));
+
    }

    @Override
@@ -59,12 +54,12 @@ public class QianWenOptions implements ChatOptions {

    @Override
    public Integer getTopK() {
-        return this.parameters.getTopK();
+        return null;
    }

    @Override
    public void setTopK(Integer topK) {
-        this.parameters.setTopK(topK);
+
    }

    @Data
--- a/yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/chatqianwen/api/QianWenApi.java
+++ b/yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/chatqianwen/api/QianWenApi.java
@@ -1,64 +1,63 @@
 package cn.iocoder.yudao.framework.ai.chatqianwen.api;

-import com.aliyun.broadscope.bailian.sdk.AccessTokenClient;
-import com.aliyun.broadscope.bailian.sdk.ApplicationClient;
-import com.aliyun.broadscope.bailian.sdk.models.CompletionsRequest;
-import com.aliyun.broadscope.bailian.sdk.models.CompletionsResponse;
+import cn.iocoder.yudao.framework.ai.chatqianwen.QianWenChatModal;
+import cn.iocoder.yudao.framework.ai.exception.AiException;
+import com.alibaba.dashscope.aigc.generation.Generation;
+import com.alibaba.dashscope.aigc.generation.GenerationResult;
+import com.alibaba.dashscope.common.Message;
+import com.alibaba.dashscope.common.Role;
+import com.alibaba.dashscope.exception.InputRequiredException;
+import com.alibaba.dashscope.exception.NoApiKeyException;
+import io.reactivex.Flowable;
 import lombok.Getter;
 import org.springframework.http.HttpStatusCode;
 import org.springframework.http.ResponseEntity;
-import reactor.core.publisher.Flux;

 // TODO done @fansili：是不是挪到 api 包里？按照 spring ai 的结构；根目录只放 client 和 options
+
 /**
 * 阿里 通义千问
- *
- * https://www.aliyun.com/search?k=%E9%80%9A%E4%B9%89%E5%A4%A7%E6%A8%A1%E5%9E%8B&scene=all
- *
+ * <p>
 * author: fansili
 * time: 2024/3/13 21:09
 */
@Getter
 public class QianWenApi {

-    /**
-     * accessKeyId、accessKeySecret、agentKey、appId 获取方式如下链接
-     * https://help.aliyun.com/document_detail/2587494.html?spm=a2c4g.2587492.0.0.53f33c566sXskp
-     */
-    private String accessKeyId;
-    private String accessKeySecret;
-    private String agentKey;
-    private String appId;
-    private String endpoint = "bailian.cn-beijing.aliyuncs.com";
-    private String token;
-    private ApplicationClient client;
+    // api key 获取地址：https://bailian.console.aliyun.com/?spm=5176.28197581.0.0.38db29a4G3GcVb&apiKey=1#/api-key
+    private String apiKey = "sk-Zsd81gZYg7";
+    private Generation gen = new Generation();
+    private QianWenChatModal qianWenChatModal;

-    public QianWenApi(String accessKeyId, String accessKeySecret, String agentKey, String endpoint) {
-        this.accessKeyId = accessKeyId;
-        this.accessKeySecret = accessKeySecret;
-        this.agentKey = agentKey;
+    public QianWenApi(String apiKey, QianWenChatModal qianWenChatModal) {
+        this.apiKey = apiKey;
+        this.qianWenChatModal = qianWenChatModal;
+    }

-        if (endpoint != null) {
-            this.endpoint = endpoint;
+    public ResponseEntity<GenerationResult> chatCompletionEntity(QianWenChatCompletionRequest request) {
+        Message userMsg = Message.builder().role(Role.USER.getValue()).content("用萝卜、土豆、茄子做饭，给我个菜谱").build();
+
+        GenerationResult call;
+        try {
+            call = gen.call(request);
+        } catch (NoApiKeyException e) {
+            throw new AiException("没有找到apiKey！" + e.getMessage());
+        } catch (InputRequiredException e) {
+            throw new AiException("chat缺少必填字段！" + e.getMessage());
        }
-
-        // 获取token
-        AccessTokenClient accessTokenClient = new AccessTokenClient(accessKeyId, accessKeySecret, agentKey);
-        token = accessTokenClient.getToken();
-        // 构建client
-        client = ApplicationClient.builder()
-                .token(token)
-                .build();
-    }
-
-    public ResponseEntity<CompletionsResponse> chatCompletionEntity(CompletionsRequest request) {
-        // 发送请求
-        CompletionsResponse response = client.completions(request);
        // 阿里云的这个 http code 随便设置，外面判断是否成功用的 CompletionsResponse.isSuccess
-        return new ResponseEntity<>(response, HttpStatusCode.valueOf(200));
+        return new ResponseEntity<>(call, HttpStatusCode.valueOf(200));
    }

-    public Flux<CompletionsResponse> chatCompletionStream(CompletionsRequest request) {
-        return client.streamCompletions(request);
+    public Flowable<GenerationResult> chatCompletionStream(QianWenChatCompletionRequest request) {
+        Flowable<GenerationResult> resultFlowable;
+        try {
+            resultFlowable = gen.streamCall(request);
+        } catch (NoApiKeyException e) {
+            throw new AiException("没有找到apiKey！" + e.getMessage());
+        } catch (InputRequiredException e) {
+            throw new AiException("chat缺少必填字段！" + e.getMessage());
+        }
+        return resultFlowable;
    }
 }
--- a/yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/chatqianwen/api/QianWenChatCompletion.java
+++ b/yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/chatqianwen/api/QianWenChatCompletion.java
@@ -1,10 +1,9 @@
 package cn.iocoder.yudao.framework.ai.chatqianwen.api;

-import com.aliyun.broadscope.bailian.sdk.models.CompletionsResponse;

 /**
 * author: fansili
 * time: 2024/3/13 21:07
 */
-public class QianWenChatCompletion extends CompletionsResponse {
+public class QianWenChatCompletion {
 }
--- a/yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/chatqianwen/api/QianWenChatCompletionRequest.java
+++ b/yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/chatqianwen/api/QianWenChatCompletionRequest.java
@@ -1,12 +1,16 @@
 package cn.iocoder.yudao.framework.ai.chatqianwen.api;

-import com.aliyun.broadscope.bailian.sdk.models.ChatRequestMessage;
-import com.aliyun.broadscope.bailian.sdk.models.ChatUserMessage;
+import com.alibaba.dashscope.aigc.generation.models.QwenParam;

 /**
+ * 千问
+ *
 * author: fansili
 * time: 2024/3/13 21:07
 */
-public class QianWenChatCompletionRequest extends ChatRequestMessage {
+public class QianWenChatCompletionRequest extends QwenParam {

+    protected QianWenChatCompletionRequest(QwenParamBuilder<?, ?> b) {
+        super(b);
+    }
 }
--- a/yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/config/YudaoAiAutoConfiguration.java
+++ b/yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/config/YudaoAiAutoConfiguration.java
@@ -1,6 +1,7 @@
 package cn.iocoder.yudao.framework.ai.config;

 import cn.iocoder.yudao.framework.ai.chatqianwen.QianWenChatClient;
+import cn.iocoder.yudao.framework.ai.chatqianwen.QianWenChatModal;
 import cn.iocoder.yudao.framework.ai.chatqianwen.QianWenOptions;
 import cn.iocoder.yudao.framework.ai.chatqianwen.api.QianWenApi;
 import cn.iocoder.yudao.framework.ai.chatxinghuo.XingHuoChatClient;
@@ -45,10 +46,8 @@ public class YudaoAiAutoConfiguration {
        YudaoAiProperties.QianWenProperties qianWenProperties = yudaoAiProperties.getQianwen();
        return new QianWenChatClient(
                new QianWenApi(
-                        qianWenProperties.getAccessKeyId(),
-                        qianWenProperties.getAccessKeySecret(),
                        qianWenProperties.getAgentKey(),
-                        qianWenProperties.getEndpoint()
+                        QianWenChatModal.QWEN_72B_CHAT
                ),
                new QianWenOptions()
                        .setAppId(qianWenProperties.getAppId())
--- a/yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/midjourney/api/MidjourneyInteractionsApi.java
+++ b/yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/midjourney/api/MidjourneyInteractionsApi.java
@@ -2,13 +2,13 @@ package cn.iocoder.yudao.framework.ai.midjourney.api;

 import cn.hutool.core.util.StrUtil;
 import cn.iocoder.yudao.framework.ai.midjourney.MidjourneyConfig;
-import cn.iocoder.yudao.framework.ai.midjourney.util.MidjourneyUtil;
 import cn.iocoder.yudao.framework.ai.midjourney.api.req.AttachmentsReq;
 import cn.iocoder.yudao.framework.ai.midjourney.api.req.DescribeReq;
 import cn.iocoder.yudao.framework.ai.midjourney.api.req.ReRollReq;
 import cn.iocoder.yudao.framework.ai.midjourney.api.res.UploadAttachmentsRes;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONObject;
+import cn.iocoder.yudao.framework.ai.midjourney.util.MidjourneyUtil;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONObject;
 import com.google.common.collect.Lists;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.core.io.FileSystemResource;
--- a/yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/midjourney/webSocket/listener/MidjourneyMessageListener.java
+++ b/yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/midjourney/webSocket/listener/MidjourneyMessageListener.java
@@ -11,7 +11,7 @@ import cn.iocoder.yudao.framework.ai.midjourney.constants.MidjourneyConstants;
 import cn.iocoder.yudao.framework.ai.midjourney.constants.MidjourneyGennerateStatusEnum;
 import cn.iocoder.yudao.framework.ai.midjourney.constants.MidjourneyMessageTypeEnum;
 import cn.iocoder.yudao.framework.ai.midjourney.util.MidjourneyUtil;
-import com.alibaba.fastjson.JSON;
+import cn.iocoder.yudao.framework.common.util.json.JsonUtils;
 import lombok.extern.slf4j.Slf4j;
 import net.dv8tion.jda.api.utils.data.DataObject;

@@ -45,13 +45,13 @@ public class MidjourneyMessageListener {
        // 转换 components
        if (!data.getArray(MidjourneyConstants.MSG_COMPONENTS).isEmpty()) {
            String componentsJson = StrUtil.str(data.getArray(MidjourneyConstants.MSG_COMPONENTS).toJson(), "UTF-8");
-            List<MidjourneyMessage.ComponentType> components = JSON.parseArray(componentsJson, MidjourneyMessage.ComponentType.class);
+            List<MidjourneyMessage.ComponentType> components = JsonUtils.parseArray(componentsJson, MidjourneyMessage.ComponentType.class);
            mjMessage.setComponents(components);
        }
        // 转换附件
        if (!data.getArray(MidjourneyConstants.MSG_ATTACHMENTS).isEmpty()) {
            String attachmentsJson = StrUtil.str(data.getArray(MidjourneyConstants.MSG_ATTACHMENTS).toJson(), "UTF-8");
-            List<MidjourneyMessage.Attachment> attachments = JSON.parseArray(attachmentsJson, MidjourneyMessage.Attachment.class);
+            List<MidjourneyMessage.Attachment> attachments = JsonUtils.parseArray(attachmentsJson, MidjourneyMessage.Attachment.class);
            mjMessage.setAttachments(attachments);
        }
        // 转换状态