根据规范建议优化

hutool-ai/src/main/java/org/dromara/hutool/ai/AIException.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai;
 
 import org.dromara.hutool.core.exception.HutoolException;

hutool-ai/src/main/java/org/dromara/hutool/ai/AIServiceFactory.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai;
 
 import org.dromara.hutool.ai.core.AIConfig;

hutool-ai/src/main/java/org/dromara/hutool/ai/AIUtil.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai;
 
 import org.dromara.hutool.ai.core.AIConfig;

hutool-ai/src/main/java/org/dromara/hutool/ai/ModelName.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai;
 
 /**

hutool-ai/src/main/java/org/dromara/hutool/ai/Models.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai;
 
 /**

hutool-ai/src/main/java/org/dromara/hutool/ai/core/AIConfig.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.core;
 
 import java.util.Map;

hutool-ai/src/main/java/org/dromara/hutool/ai/core/AIConfigBuilder.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.core;
 
 import java.lang.reflect.Constructor;

hutool-ai/src/main/java/org/dromara/hutool/ai/core/AIConfigRegistry.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.core;
 
 import org.dromara.hutool.core.map.concurrent.SafeConcurrentHashMap;

hutool-ai/src/main/java/org/dromara/hutool/ai/core/AIService.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.core;
 
 import java.util.List;
@@ -26,6 +42,6 @@ public interface AIService {
 	 * @return AI回答
 	 * @since 6.0.0
 	 */
-	String chat(List<Message> messages);
+	String chat(final List<Message> messages);
 
 }

hutool-ai/src/main/java/org/dromara/hutool/ai/core/AIServiceProvider.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.core;
 
 /**
@@ -20,9 +36,9 @@ public interface AIServiceProvider {
 	 * 创建AI服务实例
 	 *
 	 * @param config AIConfig配置
-	 * @param <T>    AIService类型
+	 * @param <T>    AIService实现类
 	 * @return AI服务实例
 	 * @since 6.0.0
 	 */
-	<T extends AIService> T create(AIConfig config);
+	<T extends AIService> T create(final AIConfig config);
 }

hutool-ai/src/main/java/org/dromara/hutool/ai/core/BaseAIService.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.core;
 
 import org.dromara.hutool.ai.AIException;
@@ -28,6 +44,11 @@ public class BaseAIService {
 		this.config = config;
 	}
 
+	/**
+	 * 发送Get请求
+	 * @param endpoint 请求节点
+	 * @return 请求响应
+	 */
 	protected Response sendGet(final String endpoint) {
 		//链式构建请求
 		try {
@@ -42,6 +63,12 @@ public class BaseAIService {
 		}
 	}
 
+	/**
+	 * 发送Post请求
+	 * @param endpoint 请求节点
+	 * @param paramJson 请求参数json
+	 * @return 请求响应
+	 */
 	protected Response sendPost(final String endpoint, final String paramJson) {
 		//链式构建请求
 		try {
@@ -59,6 +86,12 @@ public class BaseAIService {
 
 	}
 
+	/**
+	 * 发送表单请求
+	 * @param endpoint 请求节点
+	 * @param paramMap 请求参数map
+	 * @return 请求响应
+	 */
 	protected Response sendFormData(final String endpoint, final Map<String, Object> paramMap) {
 		//链式构建请求
 		try {

hutool-ai/src/main/java/org/dromara/hutool/ai/core/BaseConfig.java

@@ -1,5 +1,20 @@
-package org.dromara.hutool.ai.core;
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
 
+package org.dromara.hutool.ai.core;
 
 import org.dromara.hutool.core.map.concurrent.SafeConcurrentHashMap;
 

hutool-ai/src/main/java/org/dromara/hutool/ai/core/Message.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.core;
 
 /**

hutool-ai/src/main/java/org/dromara/hutool/ai/core/package-info.java

@@ -18,5 +18,7 @@
  * AI相关基础类
  *
  * @author elichow
+ * @since 6.0.0
  */
+
 package org.dromara.hutool.ai.core;

hutool-ai/src/main/java/org/dromara/hutool/ai/model/deepseek/DeepSeekCommon.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.model.deepseek;
 
 /**

hutool-ai/src/main/java/org/dromara/hutool/ai/model/deepseek/DeepSeekConfig.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.model.deepseek;
 
 import org.dromara.hutool.ai.Models;

hutool-ai/src/main/java/org/dromara/hutool/ai/model/deepseek/DeepSeekProvider.java

@@ -1,5 +1,20 @@
-package org.dromara.hutool.ai.model.deepseek;
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
 
+package org.dromara.hutool.ai.model.deepseek;
 
 import org.dromara.hutool.ai.core.AIConfig;
 import org.dromara.hutool.ai.core.AIServiceProvider;
@@ -18,7 +33,7 @@ public class DeepSeekProvider implements AIServiceProvider {
 	}
 
 	@Override
-	public DeepSeekService create(AIConfig config) {
+	public DeepSeekService create(final AIConfig config) {
 		return new DeepSeekServiceImpl(config);
 	}
 }

hutool-ai/src/main/java/org/dromara/hutool/ai/model/deepseek/DeepSeekService.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.model.deepseek;
 
 import org.dromara.hutool.ai.core.AIService;

hutool-ai/src/main/java/org/dromara/hutool/ai/model/deepseek/DeepSeekServiceImpl.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.model.deepseek;
 
 import org.dromara.hutool.ai.core.AIConfig;
@@ -28,7 +44,7 @@ public class DeepSeekServiceImpl extends BaseAIService implements DeepSeekServic
 	//余额查询
 	private final String BALANCE_ENDPOINT = "/user/balance";
 
-	public DeepSeekServiceImpl(AIConfig config) {
+	public DeepSeekServiceImpl(final AIConfig config) {
 		//初始化DeepSeek客户端
 		super(config);
 	}
@@ -36,14 +52,14 @@ public class DeepSeekServiceImpl extends BaseAIService implements DeepSeekServic
 	@Override
 	public String chat(String prompt) {
 		// 定义消息结构
-		List<Message> messages = new ArrayList<>();
+		final List<Message> messages = new ArrayList<>();
 		messages.add(new Message("system", "You are a helpful assistant"));
 		messages.add(new Message("user", prompt));
 		return chat(messages);
 	}
 
 	@Override
-	public String chat(List<Message> messages) {
+	public String chat(final List<Message> messages) {
 		String paramJson = buildChatRequestBody(messages);
 		Response response = sendPost(CHAT_ENDPOINT, paramJson);
 		return response.bodyStr();
@@ -69,9 +85,9 @@ public class DeepSeekServiceImpl extends BaseAIService implements DeepSeekServic
 	}
 
 	// 构建chat请求体
-	private String buildChatRequestBody(List<Message> messages) {
+	private String buildChatRequestBody(final List<Message> messages) {
 		//使用JSON工具
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 		paramMap.put("messages", messages);
 		//合并其他参数
@@ -84,7 +100,7 @@ public class DeepSeekServiceImpl extends BaseAIService implements DeepSeekServic
 	private String buildBetaRequestBody(String prompt) {
 		// 定义消息结构
 		//使用JSON工具
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 		paramMap.put("prompt", prompt);
 //		//合并其他参数

hutool-ai/src/main/java/org/dromara/hutool/ai/model/deepseek/package-info.java

@@ -0,0 +1,24 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+/**
+ * 对deepSeek的封装实现
+ *
+ * @author elichow
+ * @since 6.0.0
+ */
+
+package org.dromara.hutool.ai.model.deepseek;

hutool-ai/src/main/java/org/dromara/hutool/ai/model/doubao/DoubaoCommon.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.model.doubao;
 
 /**
@@ -25,7 +41,7 @@ public class DoubaoCommon {
 		}
 	}
 
-	//豆包视觉参数
+	//doubao视觉参数
 	public enum DoubaoVision {
 
 		AUTO("auto"),

hutool-ai/src/main/java/org/dromara/hutool/ai/model/doubao/DoubaoConfig.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.model.doubao;
 
 import org.dromara.hutool.ai.Models;

hutool-ai/src/main/java/org/dromara/hutool/ai/model/doubao/DoubaoProvider.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.model.doubao;
 
 import org.dromara.hutool.ai.core.AIConfig;
@@ -17,7 +33,7 @@ public class DoubaoProvider implements AIServiceProvider {
 	}
 
 	@Override
-	public DoubaoService create(AIConfig config) {
+	public DoubaoService create(final AIConfig config) {
 		return new DoubaoServiceImpl(config);
 	}
 }

hutool-ai/src/main/java/org/dromara/hutool/ai/model/doubao/DoubaoService.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.model.doubao;
 
 import org.dromara.hutool.ai.core.AIService;
@@ -22,7 +38,7 @@ public interface DoubaoService extends AIService {
 	 * @return AI回答
 	 * @since 6.0.0
 	 */
-	String chatVision(String prompt, List<String> images, String detail);
+	String chatVision(String prompt, final List<String> images, String detail);
 
 	/**
 	 * 图像理解：模型会依据传入的图片信息以及问题，给出回复。
@@ -32,7 +48,7 @@ public interface DoubaoService extends AIService {
 	 * @return AI回答
 	 * @since 6.0.0
 	 */
-	default String chatVision(String prompt, List<String> images) {
+	default String chatVision(String prompt, final List<String> images) {
 		return chatVision(prompt, images, DoubaoCommon.DoubaoVision.AUTO.getDetail());
 	}
 
@@ -46,7 +62,7 @@ public interface DoubaoService extends AIService {
 	 * @return 生成任务id
 	 * @since 6.0.0
 	 */
-	String videoTasks(String text, String image, List<DoubaoCommon.DoubaoVideo> videoParams);
+	String videoTasks(String text, String image, final List<DoubaoCommon.DoubaoVideo> videoParams);
 
 	/**
 	 * 创建视频生成任务
@@ -96,7 +112,7 @@ public interface DoubaoService extends AIService {
 	 * @return AI回答
 	 * @since 6.0.0
 	 */
-	String botsChat(List<Message> messages);
+	String botsChat(final List<Message> messages);
 
 	/**
 	 * 分词：可以将文本转换为模型可理解的 token id，并返回文本的 tokens 数量、token id、 token 在原始文本中的偏移量等信息
@@ -127,7 +143,7 @@ public interface DoubaoService extends AIService {
 	 * @return AI回答
 	 * @since 6.0.0
 	 */
-	String batchChat(List<Message> messages);
+	String batchChat(final List<Message> messages);
 
 	/**
 	 * 创建上下文缓存： 创建上下文缓存，获得缓存 id字段后，在上下文缓存对话 API中使用。
@@ -139,7 +155,7 @@ public interface DoubaoService extends AIService {
 	 * @return 返回的缓存id
 	 * @since 6.0.0
 	 */
-	String createContext(List<Message> messages, String mode);
+	String createContext(final List<Message> messages, String mode);
 
 	/**
 	 * 创建上下文缓存： 创建上下文缓存，获得缓存 id字段后，在上下文缓存对话 API中使用。
@@ -150,7 +166,7 @@ public interface DoubaoService extends AIService {
 	 * @return 返回的缓存id
 	 * @since 6.0.0
 	 */
-	default String createContext(List<Message> messages) {
+	default String createContext(final List<Message> messages) {
 		return createContext(messages, DoubaoCommon.DoubaoContext.SESSION.getMode());
 	}
 
@@ -174,6 +190,6 @@ public interface DoubaoService extends AIService {
 	 * @return AI的回答
 	 * @since 6.0.0
 	 */
-	String chatContext(List<Message> messages, String contextId);
+	String chatContext(final List<Message> messages, String contextId);
 
 }

hutool-ai/src/main/java/org/dromara/hutool/ai/model/doubao/DoubaoServiceImpl.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.model.doubao;
 
 import org.dromara.hutool.ai.core.AIConfig;
@@ -39,7 +55,7 @@ public class DoubaoServiceImpl extends BaseAIService implements DoubaoService {
 	//创建视频生成任务
 	private final String CREATE_VIDEO = "/contents/generations/tasks";
 
-	public DoubaoServiceImpl(AIConfig config) {
+	public DoubaoServiceImpl(final AIConfig config) {
 		//初始化doubao客户端
 		super(config);
 	}
@@ -47,28 +63,28 @@ public class DoubaoServiceImpl extends BaseAIService implements DoubaoService {
 	@Override
 	public String chat(String prompt) {
 		// 定义消息结构
-		List<Message> messages = new ArrayList<>();
+		final List<Message> messages = new ArrayList<>();
 		messages.add(new Message("system", "You are a helpful assistant"));
 		messages.add(new Message("user", prompt));
 		return chat(messages);
 	}
 
 	@Override
-	public String chat(List<Message> messages) {
+	public String chat(final List<Message> messages) {
 		String paramJson = buildChatRequestBody(messages);
 		Response response = sendPost(CHAT_ENDPOINT, paramJson);
 		return response.bodyStr();
 	}
 
 	@Override
-	public String chatVision(String prompt, List<String> images, String detail) {
+	public String chatVision(String prompt, final List<String> images, String detail) {
 		String paramJson = buildChatVisionRequestBody(prompt, images, detail);
 		Response response = sendPost(CHAT_ENDPOINT, paramJson);
 		return response.bodyStr();
 	}
 
 	@Override
-	public String videoTasks(String text, String image, List<DoubaoCommon.DoubaoVideo> videoParams) {
+	public String videoTasks(String text, String image, final List<DoubaoCommon.DoubaoVideo> videoParams) {
 		String paramJson = buildGenerationsTasksRequestBody(text, image, videoParams);
 		Response response = sendPost(CREATE_VIDEO, paramJson);
 		return response.bodyStr();
@@ -96,9 +112,8 @@ public class DoubaoServiceImpl extends BaseAIService implements DoubaoService {
 	}
 
 	@Override
-	public String botsChat(List<Message> messages) {
+	public String botsChat(final List<Message> messages) {
 		String paramJson = buildBotsChatRequestBody(messages);
-		System.out.println(paramJson);
 		Response response = sendPost(BOTS_CHAT, paramJson);
 		return response.bodyStr();
 	}
@@ -113,24 +128,22 @@ public class DoubaoServiceImpl extends BaseAIService implements DoubaoService {
 	@Override
 	public String batchChat(String prompt) {
 		// 定义消息结构
-		List<Message> messages = new ArrayList<>();
+		final List<Message> messages = new ArrayList<>();
 		messages.add(new Message("system", "You are a helpful assistant"));
 		messages.add(new Message("user", prompt));
 		return batchChat(messages);
 	}
 
 	@Override
-	public String batchChat(List<Message> messages) {
+	public String batchChat(final List<Message> messages) {
 		String paramJson = buildBatchChatRequestBody(messages);
-		System.out.println(paramJson);
 		Response response = sendPost(BATCH_CHAT, paramJson);
 		return response.bodyStr();
 	}
 
 	@Override
-	public String createContext(List<Message> messages, String mode) {
+	public String createContext(final List<Message> messages, String mode) {
 		String paramJson = buildCreateContextRequest(messages, mode);
-		System.out.println(paramJson);
 		Response response = sendPost(CREATE_CONTEXT, paramJson);
 		return response.bodyStr();
 	}
@@ -138,22 +151,22 @@ public class DoubaoServiceImpl extends BaseAIService implements DoubaoService {
 	@Override
 	public String chatContext(String prompt, String contextId) {
 		// 定义消息结构
-		List<Message> messages = new ArrayList<>();
+		final List<Message> messages = new ArrayList<>();
 		messages.add(new Message("user", prompt));
 		return chatContext(messages, contextId);
 	}
 
 	@Override
-	public String chatContext(List<Message> messages, String contextId) {
+	public String chatContext(final List<Message> messages, String contextId) {
 		String paramJson = buildChatContentRequestBody(messages, contextId);
 		Response response = sendPost(CHAT_CONTEXT, paramJson);
 		return response.bodyStr();
 	}
 
 	// 构建chat请求体
-	private String buildChatRequestBody(List<Message> messages) {
+	private String buildChatRequestBody(final List<Message> messages) {
 		//使用JSON工具
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 		paramMap.put("messages", messages);
 		//合并其他参数
@@ -163,12 +176,12 @@ public class DoubaoServiceImpl extends BaseAIService implements DoubaoService {
 	}
 
 	//构建chatVision请求体
-	private String buildChatVisionRequestBody(String prompt, List<String> images, String detail) {
+	private String buildChatVisionRequestBody(String prompt, final List<String> images, String detail) {
 		// 定义消息结构
-		List<Message> messages = new ArrayList<>();
+		final List<Message> messages = new ArrayList<>();
-		List<Object> content = new ArrayList<>();
+		final List<Object> content = new ArrayList<>();
 
-		Map<String, String> contentMap = new HashMap<>();
+		final Map<String, String> contentMap = new HashMap<>();
 		contentMap.put("type", "text");
 		contentMap.put("text", prompt);
 		content.add(contentMap);
@@ -185,7 +198,7 @@ public class DoubaoServiceImpl extends BaseAIService implements DoubaoService {
 		messages.add(new Message("user", content));
 
 		//使用JSON工具
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 		paramMap.put("messages", messages);
 		//合并其他参数
@@ -196,7 +209,7 @@ public class DoubaoServiceImpl extends BaseAIService implements DoubaoService {
 	//构建文本向量化请求体
 	private String buildEmbeddingTextRequestBody(String[] input) {
 		//使用JSON工具
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 		paramMap.put("input", input);
 		//合并其他参数
@@ -207,22 +220,22 @@ public class DoubaoServiceImpl extends BaseAIService implements DoubaoService {
 	//构建图文向量化请求体
 	private String buildEmbeddingVisionRequestBody(String text, String image) {
 		//使用JSON工具
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 
-		List<Object> input = new ArrayList<>();
+		final List<Object> input = new ArrayList<>();
 		//添加文本参数
 		if (!StrUtil.isBlank(text)) {
-			Map<String, String> textMap = new HashMap<>();
+			final Map<String, String> textMap = new HashMap<>();
 			textMap.put("type", "text");
 			textMap.put("text", text);
 			input.add(textMap);
 		}
 		//添加图片参数
 		if (!StrUtil.isBlank(image)) {
-			HashMap<String, Object> imgUrlMap = new HashMap<>();
+			final Map<String, Object> imgUrlMap = new HashMap<>();
 			imgUrlMap.put("type", "image_url");
-			HashMap<String, String> urlMap = new HashMap<>();
+			final Map<String, String> urlMap = new HashMap<>();
 			urlMap.put("url", image);
 			imgUrlMap.put("image_url", urlMap);
 			input.add(imgUrlMap);
@@ -236,26 +249,26 @@ public class DoubaoServiceImpl extends BaseAIService implements DoubaoService {
 	}
 
 	//构建应用chat请求体
-	private String buildBotsChatRequestBody(List<Message> messages) {
+	private String buildBotsChatRequestBody(final List<Message> messages) {
 		return buildChatRequestBody(messages);
 	}
 
 	//构建分词请求体
 	private String buildTokenizationRequestBody(String[] text) {
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 		paramMap.put("text", text);
 		return JSONUtil.toJsonStr(paramMap);
 	}
 
 	//构建批量推理chat请求体
-	private String buildBatchChatRequestBody(List<Message> messages) {
+	private String buildBatchChatRequestBody(final List<Message> messages) {
 		return buildChatRequestBody(messages);
 	}
 
 	//构建创建上下文缓存请求体
-	private String buildCreateContextRequest(List<Message> messages, String mode) {
+	private String buildCreateContextRequest(final List<Message> messages, String mode) {
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("messages", messages);
 		paramMap.put("model", config.getModel());
 		paramMap.put("mode", mode);
@@ -266,9 +279,9 @@ public class DoubaoServiceImpl extends BaseAIService implements DoubaoService {
 	}
 
 	//构建上下文缓存对话请求体
-	private String buildChatContentRequestBody(List<Message> messages, String contextId) {
+	private String buildChatContentRequestBody(final List<Message> messages, String contextId) {
 		//使用JSON工具
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 		paramMap.put("messages", messages);
 		paramMap.put("context_id", contextId);
@@ -279,14 +292,14 @@ public class DoubaoServiceImpl extends BaseAIService implements DoubaoService {
 	}
 
 	//构建创建视频任务请求体
-	private String buildGenerationsTasksRequestBody(String text, String image, List<DoubaoCommon.DoubaoVideo> videoParams) {
+	private String buildGenerationsTasksRequestBody(String text, String image, final List<DoubaoCommon.DoubaoVideo> videoParams) {
 		//使用JSON工具
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 
-		List<Object> content = new ArrayList<>();
+		final List<Object> content = new ArrayList<>();
 		//添加文本参数
-		Map<String, String> textMap = new HashMap<>();
+		final Map<String, String> textMap = new HashMap<>();
 		if (!StrUtil.isBlank(text)) {
 			textMap.put("type", "text");
 			textMap.put("text", text);
@@ -294,9 +307,9 @@ public class DoubaoServiceImpl extends BaseAIService implements DoubaoService {
 		}
 		//添加图片参数
 		if (!StrUtil.isNotBlank(image)) {
-			Map<String, Object> imgUrlMap = new HashMap<>();
+			final Map<String, Object> imgUrlMap = new HashMap<>();
 			imgUrlMap.put("type", "image_url");
-			HashMap<String, String> urlMap = new HashMap<>();
+			final Map<String, String> urlMap = new HashMap<>();
 			urlMap.put("url", image);
 			imgUrlMap.put("image_url", urlMap);
 			content.add(imgUrlMap);

hutool-ai/src/main/java/org/dromara/hutool/ai/model/doubao/package-info.java

@@ -0,0 +1,24 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+/**
+ * 对doubao的封装实现
+ *
+ * @author elichow
+ * @since 6.0.0
+ */
+
+package org.dromara.hutool.ai.model.doubao;

hutool-ai/src/main/java/org/dromara/hutool/ai/model/grok/GrokCommon.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.model.grok;
 
 /**

hutool-ai/src/main/java/org/dromara/hutool/ai/model/grok/GrokConfig.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.model.grok;
 
 import org.dromara.hutool.ai.Models;

hutool-ai/src/main/java/org/dromara/hutool/ai/model/grok/GrokProvider.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.model.grok;
 
 import org.dromara.hutool.ai.core.AIConfig;
@@ -17,7 +33,7 @@ public class GrokProvider implements AIServiceProvider {
 	}
 
 	@Override
-	public GrokService create(AIConfig config) {
+	public GrokService create(final AIConfig config) {
 		return new GrokServiceImpl(config);
 	}
 }

hutool-ai/src/main/java/org/dromara/hutool/ai/model/grok/GrokService.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.model.grok;
 
 import org.dromara.hutool.ai.core.AIService;
@@ -31,7 +47,7 @@ public interface GrokService extends AIService {
 	 * @return AI回答
 	 * @since 6.0.0
 	 */
-	String chatVision(String prompt, List<String> images, String detail);
+	String chatVision(String prompt, final List<String> images, String detail);
 
 	/**
 	 * 图像理解：模型会依据传入的图片信息以及问题，给出回复。
@@ -41,7 +57,7 @@ public interface GrokService extends AIService {
 	 * @return AI回答
 	 * @since 6.0.0
 	 */
-	default String chatVision(String prompt, List<String> images) {
+	default String chatVision(String prompt, final List<String> images) {
 		return chatVision(prompt, images, GrokCommon.GrokVision.AUTO.getDetail());
 	}
 

hutool-ai/src/main/java/org/dromara/hutool/ai/model/grok/GrokServiceImpl.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.model.grok;
 
 import org.dromara.hutool.ai.core.AIConfig;
@@ -32,7 +48,7 @@ public class GrokServiceImpl extends BaseAIService implements GrokService {
 	//获取延迟对话
 	private final String DEFERRED_COMPLETION = "/chat/deferred-completion";
 
-	public GrokServiceImpl(AIConfig config) {
+	public GrokServiceImpl(final AIConfig config) {
 		//初始化grok客户端
 		super(config);
 	}
@@ -40,14 +56,14 @@ public class GrokServiceImpl extends BaseAIService implements GrokService {
 	@Override
 	public String chat(String prompt) {
 		// 定义消息结构
-		List<Message> messages = new ArrayList<>();
+		final List<Message> messages = new ArrayList<>();
 		messages.add(new Message("system", "You are a helpful assistant"));
 		messages.add(new Message("user", prompt));
 		return chat(messages);
 	}
 
 	@Override
-	public String chat(List<Message> messages) {
+	public String chat(final List<Message> messages) {
 		String paramJson = buildChatRequestBody(messages);
 		Response response = sendPost(CHAT_ENDPOINT, paramJson);
 		return response.bodyStr();
@@ -56,7 +72,7 @@ public class GrokServiceImpl extends BaseAIService implements GrokService {
 	@Override
 	public String message(String prompt, int maxToken) {
 		// 定义消息结构
-		List<Message> messages = new ArrayList<>();
+		final List<Message> messages = new ArrayList<>();
 		messages.add(new Message("system", "You are a helpful assistant"));
 		messages.add(new Message("user", prompt));
 		String paramJson = buildMessageRequestBody(messages, maxToken);
@@ -65,7 +81,7 @@ public class GrokServiceImpl extends BaseAIService implements GrokService {
 	}
 
 	@Override
-	public String chatVision(String prompt, List<String> images, String detail) {
+	public String chatVision(String prompt, final List<String> images, String detail) {
 		String paramJson = buildChatVisionRequestBody(prompt, images, detail);
 		Response response = sendPost(CHAT_ENDPOINT, paramJson);
 		return response.bodyStr();
@@ -109,9 +125,9 @@ public class GrokServiceImpl extends BaseAIService implements GrokService {
 	}
 
 	// 构建chat请求体
-	private String buildChatRequestBody(List<Message> messages) {
+	private String buildChatRequestBody(final List<Message> messages) {
 		//使用JSON工具
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 		paramMap.put("messages", messages);
 		//合并其他参数
@@ -121,12 +137,12 @@ public class GrokServiceImpl extends BaseAIService implements GrokService {
 	}
 
 	//构建chatVision请求体
-	private String buildChatVisionRequestBody(String prompt, List<String> images, String detail) {
+	private String buildChatVisionRequestBody(String prompt, final List<String> images, String detail) {
 		// 定义消息结构
-		List<Message> messages = new ArrayList<>();
+		final List<Message> messages = new ArrayList<>();
-		List<Object> content = new ArrayList<>();
+		final List<Object> content = new ArrayList<>();
 
-		Map<String, String> contentMap = new HashMap<>();
+		final Map<String, String> contentMap = new HashMap<>();
 		contentMap.put("type", "text");
 		contentMap.put("text", prompt);
 		content.add(contentMap);
@@ -143,7 +159,7 @@ public class GrokServiceImpl extends BaseAIService implements GrokService {
 		messages.add(new Message("user", content));
 
 		//使用JSON工具
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 		paramMap.put("messages", messages);
 		//合并其他参数
@@ -152,8 +168,8 @@ public class GrokServiceImpl extends BaseAIService implements GrokService {
 	}
 
 	//构建消息回复请求体
-	private String buildMessageRequestBody(List<Message> messages, int maxToken) {
+	private String buildMessageRequestBody(final List<Message> messages, int maxToken) {
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 		paramMap.put("messages", messages);
 		paramMap.put("max_tokens", maxToken);
@@ -166,7 +182,7 @@ public class GrokServiceImpl extends BaseAIService implements GrokService {
 	//构建分词请求体
 	private String buildTokenizeRequestBody(String text) {
 		//使用JSON工具
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 		paramMap.put("text", text);
 		//合并其他参数

hutool-ai/src/main/java/org/dromara/hutool/ai/model/grok/package-info.java

@@ -0,0 +1,24 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+/**
+ * 对grok的封装实现
+ *
+ * @author elichow
+ * @since 6.0.0
+ */
+
+package org.dromara.hutool.ai.model.grok;

hutool-ai/src/main/java/org/dromara/hutool/ai/model/openai/OpenaiCommon.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.model.openai;
 
 /**

hutool-ai/src/main/java/org/dromara/hutool/ai/model/openai/OpenaiConfig.java

@@ -1,5 +1,20 @@
-package org.dromara.hutool.ai.model.openai;
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
 
+package org.dromara.hutool.ai.model.openai;
 
 import org.dromara.hutool.ai.Models;
 import org.dromara.hutool.ai.core.BaseConfig;

hutool-ai/src/main/java/org/dromara/hutool/ai/model/openai/OpenaiProvider.java

@@ -1,5 +1,20 @@
-package org.dromara.hutool.ai.model.openai;
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
 
+package org.dromara.hutool.ai.model.openai;
 
 import org.dromara.hutool.ai.core.AIConfig;
 import org.dromara.hutool.ai.core.AIServiceProvider;
@@ -18,7 +33,7 @@ public class OpenaiProvider implements AIServiceProvider {
 	}
 
 	@Override
-	public OpenaiService create(AIConfig config) {
+	public OpenaiService create(final AIConfig config) {
 		return new OpenaiServiceImpl(config);
 	}
 }

hutool-ai/src/main/java/org/dromara/hutool/ai/model/openai/OpenaiService.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.model.openai;
 
 import org.dromara.hutool.ai.core.AIService;
@@ -24,7 +40,7 @@ public interface OpenaiService extends AIService {
 	 * @return AI回答
 	 * @since 6.0.0
 	 */
-	String chatVision(String prompt, List<String> images, String detail);
+	String chatVision(String prompt, final List<String> images, String detail);
 
 	/**
 	 * 图像理解：模型会依据传入的图片信息以及问题，给出回复。
@@ -34,7 +50,7 @@ public interface OpenaiService extends AIService {
 	 * @return AI回答
 	 * @since 6.0.0
 	 */
-	default String chatVision(String prompt, List<String> images) {
+	default String chatVision(String prompt, final List<String> images) {
 		return chatVision(prompt, images, OpenaiCommon.OpenaiVision.AUTO.getDetail());
 	}
 
@@ -56,7 +72,7 @@ public interface OpenaiService extends AIService {
 	 * @return 包含生成图片的url
 	 * @since 6.0.0
 	 */
-	String imagesEdits(String prompt, File image, File mask);
+	String imagesEdits(String prompt, final File image, final File mask);
 
 	/**
 	 * 图片编辑 该方法仅支持 DALL·E 2 model
@@ -66,7 +82,7 @@ public interface OpenaiService extends AIService {
 	 * @return 包含生成图片的url
 	 * @since 6.0.0
 	 */
-	default String imagesEdits(String prompt, File image) {
+	default String imagesEdits(String prompt, final File image) {
 		return imagesEdits(prompt, image, null);
 	}
 
@@ -77,7 +93,7 @@ public interface OpenaiService extends AIService {
 	 * @return 包含生成图片的url
 	 * @since 6.0.0
 	 */
-	String imagesVariations(File image);
+	String imagesVariations(final File image);
 
 	/**
 	 * TTS文本转语音 请设置config中model为支持TTS功能的模型 TTS系列
@@ -87,7 +103,7 @@ public interface OpenaiService extends AIService {
 	 * @return 返回的音频mp3文件流
 	 * @since 6.0.0
 	 */
-	InputStream textToSpeech(String input, OpenaiCommon.OpenaiSpeech voice);
+	InputStream textToSpeech(String input, final OpenaiCommon.OpenaiSpeech voice);
 
 	/**
 	 * TTS文本转语音 请设置config中model为支持TTS功能的模型 TTS系列
@@ -107,7 +123,7 @@ public interface OpenaiService extends AIService {
 	 * @return 返回的文本内容
 	 * @since 6.0.0
 	 */
-	String speechToText(File file);
+	String speechToText(final File file);
 
 	/**
 	 * 文本向量化 请设置config中model为支持文本向量化功能的模型 text-embedding系列
@@ -173,7 +189,7 @@ public interface OpenaiService extends AIService {
 	 * @return AI回答
 	 * @since 6.0.0
 	 */
-	String chatReasoning(List<Message> messages, String reasoningEffort);
+	String chatReasoning(final List<Message> messages, String reasoningEffort);
 
 	/**
 	 * 推理chat
@@ -183,7 +199,7 @@ public interface OpenaiService extends AIService {
 	 * @return AI回答
 	 * @since 6.0.0
 	 */
-	default String chatReasoning(List<Message> messages) {
+	default String chatReasoning(final List<Message> messages) {
 		return chatReasoning(messages, OpenaiCommon.OpenaiReasoning.MEDIUM.getEffort());
 	}
 

hutool-ai/src/main/java/org/dromara/hutool/ai/model/openai/OpenaiServiceImpl.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.model.openai;
 
 import org.dromara.hutool.ai.core.AIConfig;
@@ -39,7 +55,7 @@ public class OpenaiServiceImpl extends BaseAIService implements OpenaiService {
 	//检查文本或图片
 	private final String MODERATIONS = "/moderations";
 
-	public OpenaiServiceImpl(AIConfig config) {
+	public OpenaiServiceImpl(final AIConfig config) {
 		//初始化Openai客户端
 		super(config);
 	}
@@ -47,21 +63,21 @@ public class OpenaiServiceImpl extends BaseAIService implements OpenaiService {
 	@Override
 	public String chat(String prompt) {
 		// 定义消息结构
-		List<Message> messages = new ArrayList<>();
+		final List<Message> messages = new ArrayList<>();
 		messages.add(new Message("system", "You are a helpful assistant"));
 		messages.add(new Message("user", prompt));
 		return chat(messages);
 	}
 
 	@Override
-	public String chat(List<Message> messages) {
+	public String chat(final List<Message> messages) {
 		String paramJson = buildChatRequestBody(messages);
 		Response response = sendPost(CHAT_ENDPOINT, paramJson);
 		return response.bodyStr();
 	}
 
 	@Override
-	public String chatVision(String prompt, List<String> images, String detail) {
+	public String chatVision(String prompt, final List<String> images, String detail) {
 		String paramJson = buildChatVisionRequestBody(prompt, images, detail);
 		Response response = sendPost(CHAT_ENDPOINT, paramJson);
 		return response.bodyStr();
@@ -75,29 +91,29 @@ public class OpenaiServiceImpl extends BaseAIService implements OpenaiService {
 	}
 
 	@Override
-	public String imagesEdits(String prompt, File image, File mask) {
+	public String imagesEdits(String prompt, final File image, final File mask) {
-		Map<String, Object> paramMap = buildImagesEditsRequestBody(prompt, image, mask);
+		final Map<String, Object> paramMap = buildImagesEditsRequestBody(prompt, image, mask);
 		Response response = sendFormData(IMAGES_EDITS, paramMap);
 		return response.bodyStr();
 	}
 
 	@Override
-	public String imagesVariations(File image) {
+	public String imagesVariations(final File image) {
-		Map<String, Object> paramMap = buildImagesVariationsRequestBody(image);
+		final Map<String, Object> paramMap = buildImagesVariationsRequestBody(image);
 		Response response = sendFormData(IMAGES_VARIATIONS, paramMap);
 		return response.bodyStr();
 	}
 
 	@Override
-	public InputStream textToSpeech(String input, OpenaiCommon.OpenaiSpeech voice) {
+	public InputStream textToSpeech(String input, final OpenaiCommon.OpenaiSpeech voice) {
 		String paramJson = buildTTSRequestBody(input, voice.getVoice());
 		Response response = sendPost(TTS, paramJson);
 		return response.bodyStream();
 	}
 
 	@Override
-	public String speechToText(File file) {
+	public String speechToText(final File file) {
-		Map<String, Object> paramMap = buildSTTRequestBody(file);
+		final Map<String, Object> paramMap = buildSTTRequestBody(file);
 		Response response = sendFormData(STT, paramMap);
 		return response.bodyStr();
 	}
@@ -119,23 +135,23 @@ public class OpenaiServiceImpl extends BaseAIService implements OpenaiService {
 	@Override
 	public String chatReasoning(String prompt, String reasoningEffort) {
 		// 定义消息结构
-		List<Message> messages = new ArrayList<>();
+		final List<Message> messages = new ArrayList<>();
 		messages.add(new Message("system", "You are a helpful assistant"));
 		messages.add(new Message("user", prompt));
 		return chat(messages);
 	}
 
 	@Override
-	public String chatReasoning(List<Message> messages, String reasoningEffort) {
+	public String chatReasoning(final List<Message> messages, String reasoningEffort) {
 		String paramJson = buildChatReasoningRequestBody(messages, reasoningEffort);
 		Response response = sendPost(CHAT_ENDPOINT, paramJson);
 		return response.bodyStr();
 	}
 
 	// 构建chat请求体
-	private String buildChatRequestBody(List<Message> messages) {
+	private String buildChatRequestBody(final List<Message> messages) {
 		//使用JSON工具
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 		paramMap.put("messages", messages);
 		//合并其他参数
@@ -145,19 +161,19 @@ public class OpenaiServiceImpl extends BaseAIService implements OpenaiService {
 	}
 
 	//构建chatVision请求体
-	private String buildChatVisionRequestBody(String prompt, List<String> images, String detail) {
+	private String buildChatVisionRequestBody(String prompt, final List<String> images, String detail) {
 		// 定义消息结构
-		List<Message> messages = new ArrayList<>();
+		final List<Message> messages = new ArrayList<>();
-		List<Object> content = new ArrayList<>();
+		final List<Object> content = new ArrayList<>();
 
-		Map<String, String> contentMap = new HashMap<>();
+		final Map<String, String> contentMap = new HashMap<>();
 		contentMap.put("type", "text");
 		contentMap.put("text", prompt);
 		content.add(contentMap);
 		for (String img : images) {
-			HashMap<String, Object> imgUrlMap = new HashMap<>();
+			final Map<String, Object> imgUrlMap = new HashMap<>();
 			imgUrlMap.put("type", "image_url");
-			HashMap<String, String> urlMap = new HashMap<>();
+			final Map<String, String> urlMap = new HashMap<>();
 			urlMap.put("url", img);
 			urlMap.put("detail", detail);
 			imgUrlMap.put("image_url", urlMap);
@@ -167,7 +183,7 @@ public class OpenaiServiceImpl extends BaseAIService implements OpenaiService {
 		messages.add(new Message("user", content));
 
 		//使用JSON工具
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 		paramMap.put("messages", messages);
 		//合并其他参数
@@ -177,7 +193,7 @@ public class OpenaiServiceImpl extends BaseAIService implements OpenaiService {
 
 	//构建文生图请求体
 	private String buildImagesGenerationsRequestBody(String prompt) {
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 		paramMap.put("prompt", prompt);
 		//合并其他参数
@@ -187,8 +203,8 @@ public class OpenaiServiceImpl extends BaseAIService implements OpenaiService {
 	}
 
 	//构建图片编辑请求体
-	private Map<String, Object> buildImagesEditsRequestBody(String prompt, File image, File mask) {
+	private Map<String, Object> buildImagesEditsRequestBody(String prompt, final File image, final File mask) {
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 		paramMap.put("prompt", prompt);
 		paramMap.put("image", image);
@@ -202,8 +218,8 @@ public class OpenaiServiceImpl extends BaseAIService implements OpenaiService {
 	}
 
 	//构建图片变形请求体
-	private Map<String, Object> buildImagesVariationsRequestBody(File image) {
+	private Map<String, Object> buildImagesVariationsRequestBody(final File image) {
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 		paramMap.put("image", image);
 		//合并其他参数
@@ -214,7 +230,7 @@ public class OpenaiServiceImpl extends BaseAIService implements OpenaiService {
 
 	//构建TTS请求体
 	private String buildTTSRequestBody(String input, String voice) {
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 		paramMap.put("input", input);
 		paramMap.put("voice", voice);
@@ -225,8 +241,8 @@ public class OpenaiServiceImpl extends BaseAIService implements OpenaiService {
 	}
 
 	//构建STT请求体
-	private Map<String, Object> buildSTTRequestBody(File file) {
+	private Map<String, Object> buildSTTRequestBody(final File file) {
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 		paramMap.put("file", file);
 		//合并其他参数
@@ -238,7 +254,7 @@ public class OpenaiServiceImpl extends BaseAIService implements OpenaiService {
 	//构建文本向量化请求体
 	private String buildEmbeddingTextRequestBody(String input) {
 		//使用JSON工具
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 		paramMap.put("input", input);
 		//合并其他参数
@@ -249,22 +265,22 @@ public class OpenaiServiceImpl extends BaseAIService implements OpenaiService {
 	//构建检查图片或文字请求体
 	private String buileModerationsRequestBody(String text, String imgUrl) {
 		//使用JSON工具
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 
-		List<Object> input = new ArrayList<>();
+		final List<Object> input = new ArrayList<>();
 		//添加文本参数
 		if (!StrUtil.isBlank(text)) {
-			Map<String, String> textMap = new HashMap<>();
+			final Map<String, String> textMap = new HashMap<>();
 			textMap.put("type", "text");
 			textMap.put("text", text);
 			input.add(textMap);
 		}
 		//添加图片参数
 		if (!StrUtil.isBlank(imgUrl)) {
-			HashMap<String, Object> imgUrlMap = new HashMap<>();
+			final Map<String, Object> imgUrlMap = new HashMap<>();
 			imgUrlMap.put("type", "image_url");
-			HashMap<String, String> urlMap = new HashMap<>();
+			final Map<String, String> urlMap = new HashMap<>();
 			urlMap.put("url", imgUrl);
 			imgUrlMap.put("image_url", urlMap);
 			input.add(imgUrlMap);
@@ -278,8 +294,8 @@ public class OpenaiServiceImpl extends BaseAIService implements OpenaiService {
 	}
 
 	//构建推理请求体
-	private String buildChatReasoningRequestBody(List<Message> messages, String reasoningEffort) {
+	private String buildChatReasoningRequestBody(final List<Message> messages, String reasoningEffort) {
-		Map<String, Object> paramMap = new HashMap<>();
+		final Map<String, Object> paramMap = new HashMap<>();
 		paramMap.put("model", config.getModel());
 		paramMap.put("messages", messages);
 		paramMap.put("reasoning_effort", reasoningEffort);

hutool-ai/src/main/java/org/dromara/hutool/ai/model/openai/package-info.java

@@ -0,0 +1,24 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+/**
+ * 对openai的封装实现
+ *
+ * @author elichow
+ * @since 6.0.0
+ */
+
+package org.dromara.hutool.ai.model.openai;

hutool-ai/src/main/java/org/dromara/hutool/ai/model/package-info.java

@@ -0,0 +1,24 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+/**
+ * 对各个AI大模型的相关封装
+ *
+ * @author elichow
+ * @since 6.0.0
+ */
+
+package org.dromara.hutool.ai.model;

hutool-ai/src/main/java/org/dromara/hutool/ai/package-info.java

@@ -15,8 +15,10 @@
  */
 
 /**
- * AI模块
+ * Hutool-ai主要用于AI大模型的封装，只需要对AI模型最基本的设置，即可调用AI大模型。
  *
  * @author elichow
+ * @since 6.0.0
  */
+
 package org.dromara.hutool.ai;

hutool-ai/src/test/java/org/dromara/hutool/ai/AIServiceFactoryTest.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai;
 
 import org.dromara.hutool.ai.core.AIConfigBuilder;

hutool-ai/src/test/java/org/dromara/hutool/ai/AIUtilTest.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai;
 
 import org.dromara.hutool.ai.core.AIConfigBuilder;

hutool-ai/src/test/java/org/dromara/hutool/ai/model/deepseek/DeepSeekServiceTest.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.model.deepseek;
 
 import org.dromara.hutool.ai.AIServiceFactory;

hutool-ai/src/test/java/org/dromara/hutool/ai/model/doubao/DoubaoServiceTest.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.model.doubao;
 
 import org.dromara.hutool.ai.AIServiceFactory;
@@ -13,8 +29,6 @@ import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.List;
 
-import static org.junit.jupiter.api.Assertions.*;
-
 class DoubaoServiceTest {
 
 	String key = "your key";

hutool-ai/src/test/java/org/dromara/hutool/ai/model/grok/GrokServiceTest.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.model.grok;
 
 import org.dromara.hutool.ai.AIServiceFactory;

hutool-ai/src/test/java/org/dromara/hutool/ai/model/openai/OpenaiServiceTest.java

@@ -1,3 +1,19 @@
+/*
+ * Copyright (c) 2025 Hutool Team and hutool.cn
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package org.dromara.hutool.ai.model.openai;
 
 import org.dromara.hutool.ai.AIServiceFactory;