AI模型

pom.xml

@@ -23,6 +23,7 @@
     </properties>
 
     <dependencies>
+
         <dependency>
             <groupId>org.springframework.boot</groupId>
             <artifactId>spring-boot-starter-web</artifactId>
@@ -62,7 +63,10 @@
             <artifactId>velocity-engine-core</artifactId>
             <version>2.3</version>
         </dependency>
-
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-thymeleaf</artifactId>
+        </dependency>
         <!-- 数据库驱动 -->
         <dependency>
             <groupId>mysql</groupId>
@@ -117,6 +121,13 @@
             <artifactId>ortools-java</artifactId>
             <version>9.7.2996</version>
         </dependency>
+
+        <!-- HTTP客户端 (用于调用LLM API) -->
+        <dependency>
+            <groupId>org.apache.httpcomponents</groupId>
+            <artifactId>httpclient</artifactId>
+            <version>4.5.14</version>
+        </dependency>
     </dependencies>
 
     <build>

src/main/java/com/aps/config/CorsConfig.java

@@ -11,15 +11,15 @@ import org.springframework.web.servlet.config.annotation.WebMvcConfigurer;
 @Configuration
 public class CorsConfig implements WebMvcConfigurer {
 
-    @Override
-    public void addCorsMappings(CorsRegistry registry) {
-        registry.addMapping("/**")
-                .allowedOriginPatterns("*")  // 修改这里
-                .allowedMethods("GET", "POST", "PUT", "DELETE", "OPTIONS")
-                .allowedHeaders("*")
-                .allowCredentials(true)
-                .maxAge(3600);
-    }
+//    @Override
+//    public void addCorsMappings(CorsRegistry registry) {
+//        registry.addMapping("/**")
+//                .allowedOriginPatterns("*")  // 修改这里
+//                .allowedMethods("GET", "POST", "PUT", "DELETE", "OPTIONS")
+//                .allowedHeaders("*")
+//                .allowCredentials(true)
+//                .maxAge(3600);
+//    }
 
     @Bean
     public CorsFilter corsFilter() {
@@ -35,5 +35,6 @@ public class CorsConfig implements WebMvcConfigurer {
 
         source.registerCorsConfiguration("/**", config);
         return new CorsFilter(source);
+
     }
 }
\ No newline at end of file

src/main/java/com/aps/config/LLMConfig.java

+package com.aps.config;
+
+import lombok.Data;
+import org.springframework.boot.context.properties.ConfigurationProperties;
+import org.springframework.stereotype.Component;
+
+/**
+ * LLM配置类
+ */
+@Data
+@Component
+@ConfigurationProperties(prefix = "llm")
+public class LLMConfig {
+    
+    /**
+     * API密钥
+     */
+    private String apiKey = "";
+    
+    /**
+     * API基础URL
+     */
+    private String baseUrl = "https://api.deepseek.com/v1";
+    
+    /**
+     * 模型名称
+     */
+    private String model = "deepseek-chat";
+    
+    /**
+     * 温度参数
+     */
+    private Double temperature = 0.3;
+    
+    /**
+     * 最大token数
+     */
+    private Integer maxTokens = 4000;
+}

src/main/java/com/aps/controller/PageController.java

+package com.aps.controller;
+
+import org.springframework.stereotype.Controller;
+import org.springframework.web.bind.annotation.GetMapping;
+
+/**
+ * 页面控制器
+ */
+@Controller
+public class PageController {
+    
+    /**
+     * 首页
+     */
+    @GetMapping("/")
+    public String index() {
+        return "index";
+    }
+}

src/main/java/com/aps/model/ChromosomeData.java

+package com.aps.model;
+
+import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import lombok.Data;
+
+import java.util.List;
+import java.util.Map;
+
+/**
+ * Chromosome排产方案数据模型
+ */
+@Data
+@JsonIgnoreProperties(ignoreUnknown = true)
+public class ChromosomeData {
+    
+    /**
+     * 生成类型
+     */
+    @JsonProperty("generateType")
+    private String generateType;
+    
+    /**
+     * 版本号
+     */
+    @JsonProperty("version")
+    private Integer version;
+    
+    /**
+     * 机器分配方案 - 每个位置表示对应工序选择第几个可选机器(从1开始)
+     */
+    @JsonProperty("machineSelection")
+    private List<Integer> machineSelection;
+    
+    /**
+     * 工序排序方案 - 表示工序的加工优先级顺序
+     */
+    @JsonProperty("operationSequencing")
+    private List<Integer> operationSequencing;
+    
+    /**
+     * 全局工序列表
+     */
+    @JsonProperty("globalOpList")
+    private List<OperationInfo> globalOpList;
+    
+    /**
+     * AI优化标记
+     */
+    @JsonProperty("optimized_by_ai")
+    private Boolean optimizedByAi;
+    
+    /**
+     * AI优化建议
+     */
+    @JsonProperty("optimization_advice")
+    private String optimizationAdvice;
+    
+    /**
+     * 其他扩展字段
+     */
+    private Map<String, Object> additionalProperties;
+}

src/main/java/com/aps/model/MachineOption.java

+package com.aps.model;
+
+import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import lombok.Data;
+
+/**
+ * 机器选项
+ */
+@Data
+@JsonIgnoreProperties(ignoreUnknown = true)
+public class MachineOption {
+    
+    /**
+     * 机器ID
+     */
+    @JsonProperty("machineId")
+    private Integer machineId;
+    
+    /**
+     * 设备名称
+     */
+    @JsonProperty("equipName")
+    private String equipName;
+}

src/main/java/com/aps/model/Operation.java

+package com.aps.model;
+
+import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import lombok.Data;
+
+import java.util.List;
+
+/**
+ * 工序详细信息
+ */
+@Data
+@JsonIgnoreProperties(ignoreUnknown = true)
+public class Operation {
+    
+    /**
+     * 工序ID
+     */
+    @JsonProperty("id")
+    private Integer id;
+    
+    /**
+     * 订单编码
+     */
+    @JsonProperty("orderCode")
+    private String orderCode;
+    
+    /**
+     * 订单ID
+     */
+    @JsonProperty("orderId")
+    private String orderId;
+    
+    /**
+     * 产品名称
+     */
+    @JsonProperty("productName")
+    private String productName;
+    
+    /**
+     * 生产数量
+     */
+    @JsonProperty("quantity")
+    private Integer quantity;
+    
+    /**
+     * 运行时间
+     */
+    @JsonProperty("runtime")
+    private Double runtime;
+    
+    /**
+     * 单件产出
+     */
+    @JsonProperty("singleOut")
+    private Double singleOut;
+    
+    /**
+     * 可选机器列表
+     */
+    @JsonProperty("machineOptions")
+    private List<MachineOption> machineOptions;
+}

src/main/java/com/aps/model/OperationInfo.java

+package com.aps.model;
+
+import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import lombok.Data;
+
+/**
+ * 工序信息
+ */
+@Data
+@JsonIgnoreProperties(ignoreUnknown = true)
+public class OperationInfo {
+    
+    /**
+     * 工序详细信息
+     */
+    @JsonProperty("op")
+    private Operation op;
+}

src/main/resources/application.yml

@@ -86,7 +86,13 @@ mybatis-plus:
       id-type: auto  # 主键自增策略
       table-underline: true
       capital-mode: false
-
+  # LLM API配置 (DeepSeek)
+llm:
+  api-key: sk-56843e79389346dfb2f8e0ccb8c76365
+  base-url: https://api.deepseek.com/v1
+  model: deepseek-chat
+  temperature: 0.3
+  max-tokens: 4000
 # 应用配置
 app:
   # 时区配置