大语言模型、讯飞星火大模型java 包

package com.day; import com.alibaba.fastjson.JSON; import com.alibaba.fastjson.JSONArray; import com.alibaba.fastjson.JSONObject; import com.google.gson.Gson; import okhttp3.*; import javax.crypto.Mac; import javax.crypto.spec.SecretKeySpec; import java.io.IOException; import java.net.URL; import java.nio.charset.StandardCharsets; import java.text.SimpleDateFormat; import java.util.*; public class BigModelNew extends WebSocketListener { // 地址与鉴权信息 https://spark-api.xf-yun.com/v1.1/chat 1.5地址 domain参数为general // 地址与鉴权信息 https://spark-api.xf-yun.com/v2.1/chat 2.0地址 domain参数为generalv2 public static final String hostUrl = "https://spark-api.xf-yun.com/v2.1/chat"; public static final String appid = ""; public static final String apiSecret = ""; public static final String apiKey = ""; public static List<RoleContent> historyList=new ArrayList<>(); // 对话历史存储集合 public static String totalAnswer=""; // 大模型的答案汇总 // 环境治理的重要性 环保 人口老龄化 我爱我的祖国 public static String NewQuestion = ""; public static final Gson gson = new Gson(); // 个性化参数 private String userId; private Boolean wsCloseFlag; private static Boolean totalFlag=true; // 控制提示用户是否输入 // 构造函数 public BigModelNew(String userId, Boolean wsCloseFlag) { this.userId = userId; this.wsCloseFlag = wsCloseFlag; } // 主函数 public static void main(String[] args) throws Exception { // 个性化参数入口，如果是并发使用，可以在这里模拟 while (true){ if(totalFlag){ Scanner scanner=new Scanner(System.in); System.out.print("我："); totalFlag=false; NewQuestion=scanner.nextLine(); // 构建鉴权url String authUrl = getAuthUrl(hostUrl, apiKey, apiSecret); OkHttpClient client = new OkHttpClient.Builder().build(); String url = authUrl.toString().replace("http://", "ws://").replace("https://", "wss://"); Request request = new Request.Builder().url(url).build(); for (int i = 0; i < 1; i++) { totalAnswer=""; WebSocket webSocket = client.newWebSocket(request, new BigModelNew(i + "", false)); } }else{ Thread.sleep(200); } } } public static boolean canAddHistory(){ // 由于历史记录最大上线1.2W左右，需要判断是能能加入历史 int history_length=0; for(RoleContent temp:historyList){ history_length=history_length+temp.content.length(); } if(history_length>12000){ historyList.remove(0); historyList.remove(1); historyList.remove(2); historyList.remove(3); historyList.remove(4); return false; }else{ return true; } } // 线程来发送音频与参数 class MyThread extends Thread { private WebSocket webSocket; public MyThread(WebSocket webSocket) { this.webSocket = webSocket; } public void run() { try { JSONObject requestJson=new JSONObject(); JSONObject header=new JSONObject(); // header参数 header.put("app_id",appid); header.put("uid",UUID.randomUUID().toString().substring(0, 10)); JSONObject parameter=new JSONObject(); // parameter参数 JSONObject chat=new JSONObject(); chat.put("domain","generalv2"); chat.put("temperature",0.5); chat.put("max_tokens",4096); parameter.put("chat",chat); JSONObject payload=new JSONObject(); // payload参数 JSONObject message=new JSONObject(); JSONArray text=new JSONArray(); // 历史问题获取 if(historyList.size()>0){ for(RoleContent tempRoleContent:historyList){ text.add(JSON.toJSON(tempRoleContent)); } } // 最新问题 RoleContent roleContent=new RoleContent(); roleContent.role="user"; roleContent.content=NewQuestion; text.add(JSON.toJSON(roleContent)); historyList.add(roleContent); message.put("text",text); payload.put("message",message); requestJson.put("header",header); requestJson.put("parameter",parameter); requestJson.put("payload",payload); // System.err.println(requestJson); // 可以打印看每次的传参明细 webSocket.send(requestJson.toString()); // 等待服务端返回完毕后关闭 while (true) { // System.err.println(wsCloseFlag + "---"); Thread.sleep(200); if (wsCloseFlag) { break; } } webSocket.close(1000, ""); } catch (Exception e) { e.printStackTrace(); } } } @Override public void onOpen(WebSocket webSocket, Response response) { super.onOpen(webSocket, response); System.out.print("大模型："); MyThread myThread = new MyThread(webSocket); myThread.start(); } @Override public void onMessage(WebSocket webSocket, String text) { // System.out.println(userId + "用来区分那个用户的结果" + text); JsonParse myJsonParse = gson.fromJson(text, JsonParse.class); if (myJsonParse.header.code != 0) { System.out.println("发生错误，错误码为：" + myJsonParse.header.code); System.out.println("本次请求的sid为：" + myJsonParse.header.sid); webSocket.close(1000, ""); } List<Text> textList = myJsonParse.payload.choices.text; for (Text temp : textList) { System.out.print(temp.content); totalAnswer=totalAnswer+temp.content; } if (myJsonParse.header.status == 2) { // 可以关闭连接，释放资源 System.out.println(); System.out.println("*************************************************************************************"); if(canAddHistory()){ RoleContent roleContent=new RoleContent(); roleContent.setRole("assistant"); roleContent.setContent(totalAnswer); historyList.add(roleContent); }else{ historyList.remove(0); RoleContent roleContent=new RoleContent(); roleContent.setRole("assistant"); roleContent.setContent(totalAnswer); historyList.add(roleContent); } wsCloseFlag = true; totalFlag=true; } } @Override public void onFailure(WebSocket webSocket, Throwable t, Response response) { super.onFailure(webSocket, t, response); try { if (null != response) { int code = response.code(); System.out.println("onFailure code:" + code); System.out.println("onFailure body:" + response.body().string()); if (101 != code) { System.out.println("connection failed"); Syste