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【通义千问】重新对接阿里云通义前文。

This commit is contained in:
cherishsince 2024-04-26 18:05:14 +08:00
parent 64b6b45bc6
commit be8d9c1a5f
14 changed files with 160 additions and 149 deletions
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16
yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/dal/dataobject/AiChatModalDO.java
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@ -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
*/

2
yudao-module-ai/yudao-module-ai-biz/src/main/java/cn/iocoder/yudao/module/ai/vo/AiChatModalListRes.java
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@ -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)
*/

19
yudao-module-ai/yudao-module-ai-biz/src/main/resources/http/chat-modal.http Normal file
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@ -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": ""
}

11
yudao-module-ai/yudao-spring-boot-starter-ai/pom.xml
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@ -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>

8
yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/AiPlatformEnum.java
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@ -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

108
yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/chatqianwen/QianWenChatClient.java
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@ -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()
)
);
}
}

21
yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/chatqianwen/QianWenChatModal.java
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@ -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;
}

13
yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/chatqianwen/QianWenOptions.java
View File

@ -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

79
yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/chatqianwen/api/QianWenApi.java
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@ -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;
if (endpoint != null) {
this.endpoint = endpoint;
public QianWenApi(String apiKey, QianWenChatModal qianWenChatModal) {
this.apiKey = apiKey;
this.qianWenChatModal = qianWenChatModal;
}
// 获取token
AccessTokenClient accessTokenClient = new AccessTokenClient(accessKeyId, accessKeySecret, agentKey);
token = accessTokenClient.getToken();
// 构建client
client = ApplicationClient.builder()
.token(token)
.build();
}
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();
public ResponseEntity<CompletionsResponse> chatCompletionEntity(CompletionsRequest request) {
// 发送请求
CompletionsResponse response = client.completions(request);
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());
}
// 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;
}
}

3
yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/chatqianwen/api/QianWenChatCompletion.java
View File

@ -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 {
}

10
yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/chatqianwen/api/QianWenChatCompletionRequest.java
View File

@ -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);
}
}

5
yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/config/YudaoAiAutoConfiguration.java
View File

@ -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())

6
yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/midjourney/api/MidjourneyInteractionsApi.java
View File

@ -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;

6
yudao-module-ai/yudao-spring-boot-starter-ai/src/main/java/cn/iocoder/yudao/framework/ai/midjourney/webSocket/listener/MidjourneyMessageListener.java
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@ -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