上传备份

src/main/java/xyz/wbsite/ai/Base_Tool_Example.java

@@ -26,19 +26,20 @@ import java.util.function.Consumer;
 public class Base_Tool_Example {
 
     public static void main(String[] args) {
+        // 初始化消息列表
         List<ChatMessage> chatMessages = new ArrayList<>();
         chatMessages.add(UserMessage.from("请问，泰州市的天气怎么样？"));
 
+        // 定义工具
         Object weatherTools = new Object() {
             @Tool("返回某一城市的天气情况")
             public String getWeather(@P("应返回天气预报的城市") String city) {
-                System.out.println(city);
                 return "天气阴转多云，1~6℃";
             }
         };
-
         List<ToolSpecification> toolSpecifications = ToolSpecifications.toolSpecificationsFrom(weatherTools);
 
+        // 构建请求
         ChatRequest chatRequest = ChatRequest.builder()
                 .messages(chatMessages)
                 .parameters(ChatRequestParameters.builder()
@@ -46,10 +47,11 @@ public class Base_Tool_Example {
                         .build())
                 .build();
 
-
+        // 调用LLM
         ChatResponse chatResponse = Helper.getToolChatModel().chat(chatRequest);
         AiMessage aiMessage = chatResponse.aiMessage();
         chatMessages.add(aiMessage);
+        // 判断是否需要调用工具
         if (aiMessage.hasToolExecutionRequests()) {
             System.out.println("LLM决定调用工具");
             System.out.println(chatResponse.aiMessage());
@@ -65,12 +67,15 @@ public class Base_Tool_Example {
             });
         }
 
+        // 再次调用LLM
         ChatRequest chatRequest2 = ChatRequest.builder()
                 .messages(chatMessages)
                 .parameters(ChatRequestParameters.builder()
                         .toolSpecifications(toolSpecifications)
                         .build())
                 .build();
+
+        // 返回最终回答
         ChatResponse finalChatResponse = Helper.getToolChatModel().chat(chatRequest2);
         System.out.println(finalChatResponse.aiMessage().text());
     }