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package com.agentsflex.llm.deepseek;
import com.agentsflex.core.llm.ChatContext;
import com.agentsflex.core.llm.Llm;
import com.agentsflex.core.llm.StreamResponseListener;
import com.agentsflex.core.llm.functions.annotation.FunctionDef;
import com.agentsflex.core.llm.functions.annotation.FunctionParam;
import com.agentsflex.core.llm.response.AiMessageResponse;
import com.agentsflex.core.message.HumanMessage;
import com.agentsflex.core.message.MessageStatus;
import com.agentsflex.core.message.SystemMessage;
import com.agentsflex.core.prompt.FunctionPrompt;
import com.agentsflex.core.prompt.HistoriesPrompt;
import com.agentsflex.core.util.StringUtil;
import java.util.Scanner;
public class DeepseekTest {
@FunctionDef(name = "get_the_weather_info", description = "get the weather info")
public static String getWeatherInfo(@FunctionParam(name = "city", description = "城市名称") String name) {
//在这里,我们应该通过第三方接口调用 api 信息
return name + "的天气是阴转多云。 ";
}
@FunctionDef(name = "get_holiday_balance", description = "获取假期余额")
public static String getHolidayBalance() {
//在这里,我们应该通过第三方接口调用 api 信息
String username = "michael";
return username + "你的年假还剩余3天有效期至26年1月。调休假剩余1天长期有效。 ";
}
public static Llm getLLM() {
DeepseekConfig deepseekConfig = new DeepseekConfig();
deepseekConfig.setEndpoint("https://api.siliconflow.cn/v1");
deepseekConfig.setApiKey("*********************");
deepseekConfig.setModel("Pro/deepseek-ai/DeepSeek-V3");
deepseekConfig.setDebug(true);
return new DeepseekLlm(deepseekConfig);
}
public static void chatHr() {
Llm llm = getLLM();
HistoriesPrompt prompt = new HistoriesPrompt();
// 加入system
prompt.addMessage(new SystemMessage("你是一个人事助手小智,专注于为用户提供高效、精准的信息查询和问题解答服务。"));
System.out.println("我是小智,你的人事小助手!请尽情吩咐小智!");
Scanner scanner = new Scanner(System.in);
String userInput = scanner.nextLine();
while (userInput != null) {
// 第二步:创建 HumanMessage并添加方法调用
HumanMessage humanMessage = new HumanMessage(userInput);
humanMessage.addFunctions(DeepseekTest.class);
// 第三步:将 HumanMessage 添加到 HistoriesPrompt 中
prompt.addMessage(humanMessage);
// 第四步:调用 chatStream 方法,进行对话
llm.chatStream(prompt, new StreamResponseListener() {
@Override
public void onMessage(ChatContext context, AiMessageResponse response) {
if (StringUtil.hasText(response.getMessage().getContent())) {
System.out.print(response.getMessage().getContent());
}
if (response.getMessage().getStatus() == MessageStatus.END) {
System.out.println(response);
System.out.println("------");
}
}
@Override
public void onStop(ChatContext context) {
System.out.println("stop!!!------");
}
});
userInput = scanner.nextLine();
}
}
public static void functionCall() {
Llm llm = getLLM();
FunctionPrompt prompt = new FunctionPrompt("今天北京的天气怎么样", DeepseekTest.class);
AiMessageResponse response = llm.chat(prompt);
System.out.println(response.callFunctions());
}
public static void main(String[] args) {
// functionCall();
chatHr();
}
}