![\"\"](\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418162751-68027d875e5a5.png\")
<\/p>\n\u5728\u5f53\u4eca\u79d1\u6280\u98de\u901f\u53d1\u5c55\u7684\u65f6\u4ee3，\u4eba\u5de5\u667a\u80fd\u9886\u57df\u4e0d\u65ad\u6d8c\u73b0\u51fa\u4ee4\u4eba\u77a9\u76ee\u7684\u521b\u65b0\u6210\u679c，\u5176\u4e2dDeepSeek\u6a21\u578b\u65e0\u7591\u6210\u4e3a\u4e86\u4f17\u591a\u5173\u6ce8\u7126\u70b9\u3002\u5b83\u51ed\u501f\u7740\u5148\u8fdb\u7684\u6280\u672f\u548c\u5353\u8d8a\u7684\u6027\u80fd，\u5728\u884c\u4e1a\u5185\u6380\u8d77\u4e86\u4e00\u80a1\u70ed\u6f6e，\u5438\u5f15\u4e86\u65e0\u6570\u76ee\u5149\u3002\u7136\u800c，\u5982\u540c\u8bb8\u591a\u524d\u6cbf\u6280\u672f\u5728\u53d1\u5c55\u521d\u671f\u6240\u9762\u4e34\u7684\u6311\u6218\u4e00\u6837，DeepSeek\u6a21\u578b\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u4e5f\u66b4\u9732\u51fa\u4e86\u4e00\u7cfb\u5217\u4e9f\u5f85\u89e3\u51b3\u7684\u95ee\u9898，\u8fd9\u4e9b\u95ee\u9898\u72b9\u5982\u4e00\u9053\u9053\u5c4f\u969c，\u9650\u5236\u4e86\u5176\u66f4\u5e7f\u6cdb\u7684\u5e94\u7528\u548c\u6df1\u5165\u7684\u53d1\u5c55\u3002\u800c\u8baf\u98de\u5f00\u653e\u5e73\u53f0，\u51ed\u501f\u5176\u5f3a\u5927\u7684\u5b9e\u529b\u548c\u4e30\u5bcc\u7684\u7ecf\u9a8c，\u6b63\u81f4\u529b\u4e8e\u4e3a\u89e3\u51b3\u8fd9\u4e9b\u75db\u70b9\u63d0\u4f9b\u5168\u9762\u800c\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n
\u9996\u5148，\u670d\u52a1\u4e0d\u7a33\u5b9a\u662fDeepSeek\u6a21\u578b\u5f53\u524d\u9762\u4e34\u7684\u4e00\u4e2a\u7a81\u51fa\u95ee\u9898\u3002\u5728\u5b9e\u9645\u5e94\u7528\u4e2d，\u7528\u6237\u5bf9\u4e8e\u670d\u52a1\u7684\u7a33\u5b9a\u6027\u6709\u7740\u6781\u9ad8\u7684\u8981\u6c42\u3002\u65e0\u8bba\u662f\u4f01\u4e1a\u7684\u751f\u4ea7\u8fd0\u8425，\u8fd8\u662f\u4e2a\u4eba\u7684\u65e5\u5e38\u4f7f\u7528，\u90fd\u5e0c\u671b\u80fd\u591f\u83b7\u5f97\u6301\u7eed\u3001\u7a33\u5b9a\u7684\u670d\u52a1\u652f\u6301\u3002\u7136\u800c，DeepSeek\u6a21\u578b\u7531\u4e8e\u5404\u79cd\u56e0\u7d20\u7684\u5f71\u54cd，\u65f6\u5e38\u51fa\u73b0\u670d\u52a1\u6ce2\u52a8\u7684\u60c5\u51b5，\u8fd9\u7ed9\u7528\u6237\u5e26\u6765\u4e86\u6781\u5927\u7684\u56f0\u6270\u3002\u6bd4\u5982，\u5728\u8fdb\u884c\u91cd\u8981\u4efb\u52a1\u5904\u7406\u65f6，\u7a81\u7136\u7684\u670d\u52a1\u4e2d\u65ad\u53ef\u80fd\u5bfc\u81f4\u6570\u636e\u4e22\u5931\u3001\u5de5\u4f5c\u5ef6\u8bef\u7b49\u4e00\u7cfb\u5217\u4e25\u91cd\u540e\u679c\u3002\u8baf\u98de\u5f00\u653e\u5e73\u53f0\u6df1\u77e5\u670d\u52a1\u7a33\u5b9a\u6027\u7684\u91cd\u8981\u6027，\u901a\u8fc7\u4f18\u5316\u81ea\u8eab\u7684\u6280\u672f\u67b6\u6784\u548c\u670d\u52a1\u4f53\u7cfb，\u91c7\u7528\u5148\u8fdb\u7684\u4e91\u8ba1\u7b97\u6280\u672f\u548c\u5206\u5e03\u5f0f\u5b58\u50a8\u65b9\u6848，\u786e\u4fdd\u5e73\u53f0\u7684\u9ad8\u53ef\u7528\u6027\u548c\u53ef\u9760\u6027\u3002\u540c\u65f6，\u8baf\u98de\u8fd8\u5efa\u7acb\u4e86\u5b8c\u5584\u7684\u76d1\u63a7\u548c\u9884\u8b66\u673a\u5236，\u80fd\u591f\u5b9e\u65f6\u76d1\u6d4b\u670d\u52a1\u7684\u8fd0\u884c\u72b6\u6001，\u53ca\u65f6\u53d1\u73b0\u5e76\u89e3\u51b3\u6f5c\u5728\u7684\u95ee\u9898，\u4e3a\u7528\u6237\u7684\u4f7f\u7528\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u4fdd\u969c\u3002<\/p>\n
![\"\"](\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418162752-68027d8808928.png\")
<\/p>\n
HTTP\u8c03\u7528\u6e90\u4ee3\u7801： \u00a0<\/p>\n
package day;<\/p>\n
import com.google.gson.Gson;
\nimport org.json.JSONArray;
\nimport org.json.JSONObject;<\/p>\n
import java.io.*;
\nimport java.net.HttpURLConnection;
\nimport java.net.URL;
\nimport java.nio.charset.StandardCharsets;
\nimport java.util.List;<\/p>\n
public class MaasApiClient {
\n public static Gson gson = new Gson();<\/p>\n
public static void main(String[] args) {
\n try {
\n URL url = new URL("http:\/\/maas-api.cn-huabei-1.xf-yun.com\/v1\/chat\/completions");
\n HttpURLConnection connection = (HttpURLConnection) url.openConnection();<\/p>\n
\/\/ \u8bbe\u7f6e\u8bf7\u6c42\u5934
\n connection.setRequestMethod("POST");
\n connection.setRequestProperty("Content-Type", "application\/json");
\n connection.setRequestProperty("Authorization", "Bearer ");
\n connection.setDoOutput(true);
\n connection.setChunkedStreamingMode(0); \/\/ \u5553\u7528\u5206\u584a\u50b3\u8f38<\/p>\n
\/\/ \u6784\u5efaJSON\u8bf7\u6c42\u4f53
\n JSONObject requestBody = new JSONObject();
\n requestBody.put("model", "xdeepseekr1");<\/p>\n
JSONArray messages = new JSONArray();
\n JSONObject message = new JSONObject();
\n message.put("role", "user");
\n message.put("content", "\u4f60\u662f\u8c01？");
\n messages.put(message);<\/p>\n
requestBody.put("messages", messages);
\n requestBody.put("temperature", 0.01);
\n requestBody.put("stream", true);
\n requestBody.put("max_tokens", 4096);<\/p>\n
\/\/ \u53d1\u9001\u8bf7\u6c42
\n try (OutputStream os = connection.getOutputStream()) {
\n byte[] input = requestBody.toString().getBytes(StandardCharsets.UTF_8);
\n os.write(input, 0, input.length);
\n }<\/p>\n
\/\/ \u5904\u7406\u6d41\u5f0f\u8fd4\u56de
\n try (BufferedReader reader = new BufferedReader(new InputStreamReader(connection.getInputStream(), StandardCharsets.UTF_8))) {<\/p>\n
String line;
\n while ((line = reader.readLine()) != null) {
\n \/\/ System.out.println(line);
\n if (!line.contains("[DONE]")) {
\n line = line.replace("data: ", "");
\n \/\/ System.out.println(line);
\n JsonParse jsonParse = gson.fromJson(line, JsonParse.class);
\n if (!line.isEmpty()) {
\n List<Choices> choicesList = jsonParse.choices;
\n for (Choices temp : choicesList) {
\n System.out.print(temp.delta.reasoning_content);
\n }
\n }
\n }
\n }
\n }<\/p>\n
connection.disconnect();<\/p>\n
} catch (Exception e) {
\n e.printStackTrace();
\n }
\n }
\n}<\/p>\n
class JsonParse {
\n List<Choices> choices;
\n}<\/p>\n
class Choices {
\n Delta delta;
\n}<\/p>\n
class Delta {
\n String reasoning_content;
\n}<\/p>\n
Webscoket\u8c03\u7528\u6e90\u4ee3\u7801：<\/p>\n
package org.example;<\/p>\n
import com.alibaba.fastjson.JSON;
\nimport com.alibaba.fastjson.JSONArray;
\nimport com.alibaba.fastjson.JSONObject;
\nimport com.google.gson.Gson;
\nimport okhttp3.*;<\/p>\n
import javax.crypto.Mac;
\nimport javax.crypto.spec.SecretKeySpec;
\nimport java.io.IOException;
\nimport java.net.URL;
\nimport java.nio.charset.StandardCharsets;
\nimport java.text.SimpleDateFormat;
\nimport java.util.*;<\/p>\n
public class BigModelNew extends WebSocketListener {
\n \/\/ \u4ee5\u4e0b\u4fe1\u606f\u4ece\u670d\u52a1\u7ba1\u63a7\u9875\u9762\u83b7\u53d6：https:\/\/training.xfyun.cn\/modelService
\n public static final String hostUrl = "wss:\/\/maas-api.cn-huabei-1.xf-yun.com\/v1.1\/chat"; \/\/ \u670d\u52a1\u5730\u5740
\n public static final String appid = "";
\n public static final String apiSecret = "";
\n public static final String apiKey = "";
\n public static final String patch_id = "0"; \/\/\u8c03\u7528\u5fae\u8c03\u5927\u6a21\u578b\u65f6\u5fc5\u4f20,\u5426\u5219\u4e0d\u4f20\u3002\u5bf9\u5e94\u4e3a\u6a21\u578b\u670d\u52a1\u5361\u7247\u4e0a\u7684resourceId
\n public static final String domain = "xdeepseekr1"; \/\/\u4ece\u670d\u52a1\u7ba1\u63a7\u83b7\u53d6\u8981\u8bbf\u95ee\u670d\u52a1\u7684serviceID：https:\/\/training.xfyun.cn\/modelService<\/p>\n
public static List<RoleContent> historyList = new ArrayList<>(); \/\/ \u5bf9\u8bdd\u5386\u53f2\u5b58\u50a8\u96c6\u5408<\/p>\n
public static String totalAnswer = ""; \/\/ \u5927\u6a21\u578b\u7684\u7b54\u6848\u6c47\u603b \u4f60\u662f\u6ee1\u8840671b\u7248\u672c\u5417<\/p>\n
\/\/ \u73af\u5883\u6cbb\u7406\u7684\u91cd\u8981\u6027 \u73af\u4fdd \u4eba\u53e3\u8001\u9f84\u5316 \u6211\u7231\u6211\u7684\u7956\u56fd \u4f60\u662f\u8c01 \u660e\u5929\u5408\u80a5\u7684\u5929\u6c14 \u6211\u7684\u540d\u5b57\u53eb\u5927\u738b \u6211\u53eb\u4ec0\u4e48\u540d\u5b57
\n \/\/ \u70b9\u8bc4\u4e00\u4e0b\u5b89\u5fbd\u7684\u53d1\u5c55\u548c\u7ecf\u6d4e，\u4ee5\u53ca\u5de5\u8d44\u548c\u53d1\u5c55\u7684\u5dee\u8ddd，\u8bf4\u7684\u8981\u76f4\u63a5，\u53ef\u4ee5
\n public static String NewQuestion = "";<\/p>\n
public static final Gson gson = new Gson();<\/p>\n
\/\/ \u4e2a\u6027\u5316\u53c2\u6570
\n private String userId;
\n private Boolean wsCloseFlag;<\/p>\n
private static Boolean totalFlag = true; \/\/ \u63a7\u5236\u63d0\u793a\u7528\u6237\u662f\u5426\u8f93\u5165<\/p>\n
\/\/ \u6784\u9020\u51fd\u6570
\n public BigModelNew(String userId, Boolean wsCloseFlag) {
\n this.userId = userId;
\n this.wsCloseFlag = wsCloseFlag;
\n }<\/p>\n
\/\/ \u4e3b\u51fd\u6570
\n public static void main(String[] args) throws Exception {
\n \/\/ \u4e2a\u6027\u5316\u53c2\u6570\u5165\u53e3，\u5982\u679c\u662f\u5e76\u53d1\u4f7f\u7528，\u53ef\u4ee5\u5728\u8fd9\u91cc\u6a21\u62df
\n while (true) {
\n if (totalFlag) {
\n Scanner scanner = new Scanner(System.in);
\n System.out.print("\u6211：");
\n totalFlag = false;
\n NewQuestion = scanner.nextLine();
\n \/\/ \u6784\u5efa\u9274\u6743url
\n String authUrl = getAuthUrl(hostUrl, apiKey, apiSecret);
\n OkHttpClient client = new OkHttpClient.Builder().build();
\n String url = authUrl.toString().replace("http:\/\/", "ws:\/\/").replace("https:\/\/", "wss:\/\/");
\n Request request = new Request.Builder().url(url).build();
\n for (int i = 0; i < 1; i++) {
\n totalAnswer = "";
\n WebSocket webSocket = client.newWebSocket(request, new BigModelNew(i + "", false));
\n }
\n } else {
\n Thread.sleep(200);
\n }
\n }
\n }<\/p>\n
public static boolean canAddHistory() { \/\/ \u7531\u4e8e\u5386\u53f2\u8bb0\u5f55\u6700\u5927\u4e0a\u7ebf1.2W\u5de6\u53f3，\u9700\u8981\u5224\u65ad\u662f\u80fd\u80fd\u52a0\u5165\u5386\u53f2
\n int history_length = 0;
\n for (RoleContent temp : historyList) {
\n history_length = history_length + temp.content.length();
\n }
\n if (history_length > 12000) {
\n historyList.remove(0);
\n historyList.remove(1);
\n historyList.remove(2);
\n historyList.remove(3);
\n historyList.remove(4);
\n return false;
\n } else {
\n return true;
\n }
\n }<\/p>\n
\/\/ \u7ebf\u7a0b\u6765\u53d1\u9001\u97f3\u9891\u4e0e\u53c2\u6570
\n class MyThread extends Thread {
\n private WebSocket webSocket;<\/p>\n
public MyThread(WebSocket webSocket) {
\n this.webSocket = webSocket;
\n }<\/p>\n
public void run() {
\n try {
\n JSONObject requestJson = new JSONObject();
\n String[] arr = new String[1];
\n arr[0] = patch_id;
\n JSONObject header = new JSONObject(); \/\/ header\u53c2\u6570
\n header.put("app_id", appid);
\n header.put("uid", UUID.randomUUID().toString().substring(0, 10));
\n header.put("patch_id", arr);<\/p>\n
JSONObject parameter = new JSONObject(); \/\/ parameter\u53c2\u6570
\n JSONObject chat = new JSONObject();
\n chat.put("domain", domain); \/\/\u8c03\u7528\u5fae\u8c03\u5927\u6a21\u578b\u65f6，\u5bf9\u5e94\u4e3a\u6a21\u578b\u670d\u52a1\u5361\u7247\u4e0a\u7684serviceid
\n chat.put("temperature", 0.5);
\n chat.put("max_tokens", 4096); \/\/\u8bf7\u6839\u636e\u4e0d\u540c\u6a21\u578b\u652f\u6301\u8303\u56f4，\u9002\u5f53\u8c03\u6574\u8be5\u503c\u7684\u5927\u5c0f
\n parameter.put("chat", chat);<\/p>\n
JSONObject payload = new JSONObject(); \/\/ payload\u53c2\u6570
\n JSONObject message = new JSONObject();
\n JSONArray text = new JSONArray();<\/p>\n
\/\/ \u5386\u53f2\u95ee\u9898\u83b7\u53d6
\n if (historyList.size() > 0) {
\n for (RoleContent tempRoleContent : historyList) {
\n text.add(JSON.toJSON(tempRoleContent));
\n }
\n }<\/p>\n
\/\/ \u6700\u65b0\u95ee\u9898
\n RoleContent roleContent = new RoleContent();
\n roleContent.role = "user";
\n roleContent.content = NewQuestion;
\n text.add(JSON.toJSON(roleContent));
\n historyList.add(roleContent);<\/p>\n
message.put("text", text);
\n payload.put("message", message);<\/p>\n
requestJson.put("header", header);
\n requestJson.put("parameter", parameter);
\n requestJson.put("payload", payload);
\n System.err.println(requestJson); \/\/ \u53ef\u4ee5\u6253\u5370\u770b\u6bcf\u6b21\u7684\u4f20\u53c2\u660e\u7ec6
\n webSocket.send(requestJson.toString());
\n \/\/ \u7b49\u5f85\u670d\u52a1\u7aef\u8fd4\u56de\u5b8c\u6bd5\u540e\u5173\u95ed
\n while (true) {
\n \/\/ System.err.println(wsCloseFlag + "—");
\n Thread.sleep(200);
\n if (wsCloseFlag) {
\n break;
\n }
\n }
\n webSocket.close(1000, "");
\n } catch (Exception e) {
\n e.printStackTrace();
\n }
\n }
\n }<\/p>\n
@Override
\n public void onOpen(WebSocket webSocket, Response response) {
\n super.onOpen(webSocket, response);
\n System.out.print("\u5927\u6a21\u578b：");
\n MyThread myThread = new MyThread(webSocket);
\n myThread.start();
\n }<\/p>\n
@Override
\n public void onMessage(WebSocket webSocket, String text) {
\n \/\/ System.out.println(userId + "\u7528\u6765\u533a\u5206\u90a3\u4e2a\u7528\u6237\u7684\u7ed3\u679c" + text);
\n JsonParse myJsonParse = gson.fromJson(text, JsonParse.class);
\n if (myJsonParse.header.code != 0) {
\n System.out.println("\u53d1\u751f\u9519\u8bef，\u9519\u8bef\u7801\u4e3a：" + myJsonParse.header.code);
\n System.out.println("\u672c\u6b21\u8bf7\u6c42\u7684sid\u4e3a：" + myJsonParse.header.sid);
\n webSocket.close(1000, "");
\n }
\n List<Text> textList = myJsonParse.payload.choices.text;
\n for (Text temp : textList) {
\n System.out.print(temp.content);
\n totalAnswer = totalAnswer + temp.content;
\n }
\n if (myJsonParse.header.status == 2) {
\n \/\/ \u53ef\u4ee5\u5173\u95ed\u8fde\u63a5，\u91ca\u653e\u8d44\u6e90
\n System.out.println();
\n System.out.println("*************************************************************************************");
\n if (canAddHistory()) {
\n RoleContent roleContent = new RoleContent();
\n roleContent.setRole("assistant");
\n roleContent.setContent(totalAnswer);
\n historyList.add(roleContent);
\n } else {
\n historyList.remove(0);
\n RoleContent roleContent = new RoleContent();
\n roleContent.setRole("assistant");
\n roleContent.setContent(totalAnswer);
\n historyList.add(roleContent);
\n }
\n wsCloseFlag = true;
\n totalFlag = true;
\n }
\n }<\/p>\n
@Override
\n public void onFailure(WebSocket webSocket, Throwable t, Response response) {
\n super.onFailure(webSocket, t, response);
\n try {
\n if (null != response) {
\n int code = response.code();
\n System.out.println("onFailure code:" + code);
\n System.out.println("onFailure body:" + response.body().string());
\n if (101 != code) {
\n System.out.println("connection failed");
\n System.exit(0);
\n }
\n }
\n } catch (IOException e) {
\n \/\/ TODO Auto-generated catch block
\n e.printStackTrace();
\n }
\n }<\/p>\n
\/\/ \u9274\u6743\u65b9\u6cd5
\n public static String getAuthUrl(String hostUrl, String apiKey, String apiSecret) throws Exception {<\/p>\n
String newUrl = hostUrl.toString().replace("ws:\/\/", "http:\/\/").replace("wss:\/\/", "https:\/\/");
\n URL url = new URL(newUrl);
\n \/\/ \u65f6\u95f4
\n SimpleDateFormat format = new SimpleDateFormat("EEE, dd MMM yyyy HH:mm:ss z", Locale.US);
\n format.setTimeZone(TimeZone.getTimeZone("GMT"));
\n String date = format.format(new Date());
\n \/\/ \u62fc\u63a5
\n String preStr = "host: " + url.getHost() + "\\\\n" + "date: " + date + "\\\\n" + "GET " + url.getPath() + " HTTP\/1.1";
\n \/\/ System.err.println(preStr);
\n \/\/ SHA256\u52a0\u5bc6
\n Mac mac = Mac.getInstance("hmacsha256");
\n SecretKeySpec spec = new SecretKeySpec(apiSecret.getBytes(StandardCharsets.UTF_8), "hmacsha256");
\n mac.init(spec);<\/p>\n
byte[] hexDigits = mac.doFinal(preStr.getBytes(StandardCharsets.UTF_8));
\n \/\/ Base64\u52a0\u5bc6
\n String sha = Base64.getEncoder().encodeToString(hexDigits);
\n \/\/ System.err.println(sha);
\n \/\/ \u62fc\u63a5
\n String authorization = String.format("api_key=\\\\"%s\\\\", algorithm=\\\\"%s\\\\", headers=\\\\"%s\\\\", signature=\\\\"%s\\\\"", apiKey, "hmac-sha256", "host date request-line", sha);
\n \/\/ \u62fc\u63a5\u5730\u5740
\n HttpUrl httpUrl = Objects.requireNonNull(HttpUrl.parse("https:\/\/" + url.getHost() + url.getPath())).newBuilder().\/\/
\n addQueryParameter("authorization", Base64.getEncoder().encodeToString(authorization.getBytes(StandardCharsets.UTF_8))).\/\/
\n addQueryParameter("date", date).\/\/
\n addQueryParameter("host", url.getHost()).\/\/
\n build();<\/p>\n
\/\/System.err.println(httpUrl.toString());
\n return httpUrl.toString();
\n }<\/p>\n
\/\/\u8fd4\u56de\u7684json\u7ed3\u679c\u62c6\u89e3
\n class JsonParse {
\n Header header;
\n Payload payload;
\n }<\/p>\n
class Header {
\n int code;
\n int status;
\n String sid;
\n }<\/p>\n
class Payload {
\n Choices choices;
\n }<\/p>\n
class Choices {
\n List<Text> text;
\n }<\/p>\n
class Text {
\n String role;
\n String content;
\n }<\/p>\n
class RoleContent {
\n String role;
\n String content;<\/p>\n
public String getRole() {
\n return role;
\n }<\/p>\n
public void setRole(String role) {
\n this.role = role;
\n }<\/p>\n
public String getContent() {
\n return content;
\n }<\/p>\n
public void setContent(String content) {
\n this.content = content;
\n }
\n }
\n} <\/p>\n","protected":false},"excerpt":{"rendered":"
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