feat: mcp 测试版本

This commit is contained in:
ageerle
2025-04-14 17:23:33 +08:00
parent 731352fd04
commit 188dc1e55e
52 changed files with 169 additions and 2524 deletions

View File

@@ -18,7 +18,7 @@ import org.ruoyi.common.core.utils.SpringUtils;
import org.ruoyi.common.core.utils.StringUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;
import org.springframework.web.servlet.mvc.method.annotation.ResponseBodyEmitter;
import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
import java.util.Objects;
@@ -34,13 +34,13 @@ import java.util.Objects;
public class SSEEventSourceListener extends EventSourceListener {
@Autowired(required = false)
public SSEEventSourceListener(ResponseBodyEmitter emitter) {
public SSEEventSourceListener(SseEmitter emitter) {
this.emitter = emitter;
}
private ResponseBodyEmitter emitter;
private SseEmitter emitter;
private StringBuilder stringBuffer;
private StringBuilder stringBuffer = new StringBuilder();
private String modelName;
@@ -61,7 +61,6 @@ public class SSEEventSourceListener extends EventSourceListener {
@Override
public void onEvent(@NotNull EventSource eventSource, String id, String type, String data) {
try {
if ("[DONE]".equals(data)) {
//成功响应
emitter.complete();
@@ -72,25 +71,23 @@ public class SSEEventSourceListener extends EventSourceListener {
chatCostService.deductToken(chatRequest);
return;
}
// 解析返回内容
ObjectMapper mapper = new ObjectMapper();
ChatCompletionResponse completionResponse = mapper.readValue(data, ChatCompletionResponse.class);
if(completionResponse == null || CollectionUtil.isEmpty(completionResponse.getChoices())){
return;
}
Object content = completionResponse.getChoices().get(0).getDelta().getContent();
if(content == null){
content = completionResponse.getChoices().get(0).getDelta().getReasoningContent();
if(content == null) return;
if(content != null ){
if(StringUtils.isEmpty(modelName)){
modelName = completionResponse.getModel();
}
stringBuffer.append(content);
emitter.send(content);
}
if(StringUtils.isEmpty(modelName)){
modelName = completionResponse.getModel();
}
stringBuffer.append(content);
emitter.send(data);
} catch (Exception e) {
log.error("sse信息推送失败{}内容:{}",e.getMessage(),data);
eventSource.cancel();
emitter.completeWithError(e);
}
}

View File

@@ -40,4 +40,9 @@ public interface IChatCostService {
* 判断用户是否付费
*/
void checkUserGrade();
/**
* 获取登录用户id
*/
Long getUserId();
}

View File

@@ -22,5 +22,5 @@ public interface IChatService {
* 客户端发送消息到服务端
* @param chatRequest 请求对象
*/
SseEmitter mcpChat(ChatRequest chatRequest,SseEmitter emitter);
void mcpChat(ChatRequest chatRequest,SseEmitter emitter);
}

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@@ -6,6 +6,7 @@ import lombok.extern.slf4j.Slf4j;
import org.ruoyi.chat.enums.BillingType;
import org.ruoyi.chat.enums.UserGradeType;
import org.ruoyi.chat.service.chat.IChatCostService;
import org.ruoyi.common.chat.config.LocalCache;
import org.ruoyi.common.chat.request.ChatRequest;
import org.ruoyi.common.chat.utils.TikTokensUtil;
import org.ruoyi.common.core.domain.model.LoginUser;
@@ -96,6 +97,12 @@ public class ChatCostServiceImpl implements IChatCostService {
chatToken.setUserId(chatMessageBo.getUserId());
chatTokenService.editToken(chatToken);
}
Object userId = LocalCache.CACHE.get("userId");
if(userId!=null){
chatMessageBo.setUserId((Long) userId);
}else {
chatMessageBo.setUserId(getUserId());
}
// 保存消息记录
chatMessageService.insertByBo(chatMessageBo);
}

View File

@@ -7,24 +7,13 @@ import io.github.ollama4j.models.chat.OllamaChatRequestBuilder;
import io.github.ollama4j.models.chat.OllamaChatRequestModel;
import io.github.ollama4j.models.generate.OllamaStreamHandler;
import lombok.extern.slf4j.Slf4j;
import org.ruoyi.chat.service.chat.IChatService;
import org.ruoyi.chat.util.SSEUtil;
import org.ruoyi.common.chat.entity.chat.Message;
import org.ruoyi.common.chat.request.ChatRequest;
import org.ruoyi.domain.vo.ChatModelVo;
import org.ruoyi.service.IChatModelService;
import org.springframework.ai.chat.client.ChatClient;
import org.springframework.ai.chat.client.advisor.MessageChatMemoryAdvisor;
import org.springframework.ai.chat.memory.ChatMemory;
import org.springframework.ai.chat.memory.InMemoryChatMemory;
import org.springframework.ai.chat.messages.UserMessage;
import org.springframework.ai.ollama.api.OllamaModel;
import org.springframework.ai.ollama.api.OllamaOptions;
import org.springframework.ai.tool.ToolCallbackProvider;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.http.MediaType;
import org.springframework.stereotype.Service;
import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
import java.io.IOException;
@@ -35,27 +24,11 @@ import java.util.concurrent.CompletableFuture;
@Service
@Slf4j
public class OllamaServiceImpl implements IChatService {
public class OllamaServiceImpl {
@Autowired
private IChatModelService chatModelService;
@Autowired
private IChatModelService chatModelService;
private final ChatClient chatClient;
private final ChatMemory chatMemory = new InMemoryChatMemory();
public OllamaServiceImpl(ChatClient.Builder chatClientBuilder,ToolCallbackProvider tools) {
this.chatClient = chatClientBuilder
.defaultTools(tools)
.defaultOptions(
OllamaOptions.builder()
.model(OllamaModel.QWEN_2_5_7B)
.temperature(0.4)
.build())
.build();
}
@Override
public SseEmitter chat(ChatRequest chatRequest,SseEmitter emitter) {
ChatModelVo chatModelVo = chatModelService.selectModelByName(chatRequest.getModel());
String host = chatModelVo.getApiHost();
@@ -100,44 +73,4 @@ public class OllamaServiceImpl implements IChatService {
return emitter;
}
@Override
public SseEmitter mcpChat(ChatRequest chatRequest, SseEmitter emitter) {
List<Message> msgList = chatRequest.getMessages();
// 添加记忆
for (int i = 0; i < msgList.size(); i++) {
org.springframework.ai.chat.messages.Message springAiMessage = new UserMessage(msgList.get(i).getContent().toString());
chatMemory.add(String.valueOf(i),springAiMessage);
}
var messageChatMemoryAdvisor = new MessageChatMemoryAdvisor(chatMemory, chatRequest.getUserId(), 10);
this.chatClient.prompt(chatRequest.getPrompt())
.advisors(messageChatMemoryAdvisor)
.stream()
.chatResponse()
.subscribe(
chatResponse -> {
try {
emitter.send(chatResponse, MediaType.APPLICATION_JSON);
} catch (IOException e) {
e.printStackTrace();
}
},
error -> {
try {
emitter.completeWithError(error);
} catch (Exception e) {
e.printStackTrace();
}
},
() -> {
try {
emitter.complete();
} catch (Exception e) {
e.printStackTrace();
}
}
);
return emitter;
}
}

View File

@@ -0,0 +1,78 @@
package org.ruoyi.chat.service.chat.impl;
import lombok.extern.slf4j.Slf4j;
import org.ruoyi.chat.service.chat.IChatService;
import org.ruoyi.common.chat.entity.chat.Message;
import org.ruoyi.common.chat.request.ChatRequest;
import org.springframework.ai.chat.client.ChatClient;
import org.springframework.ai.chat.client.advisor.MessageChatMemoryAdvisor;
import org.springframework.ai.chat.memory.ChatMemory;
import org.springframework.ai.chat.memory.InMemoryChatMemory;
import org.springframework.ai.chat.messages.UserMessage;
import org.springframework.ai.openai.OpenAiChatOptions;
import org.springframework.ai.tool.ToolCallbackProvider;
import org.springframework.stereotype.Service;
import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
import reactor.core.publisher.Flux;
import reactor.core.scheduler.Schedulers;
import java.io.IOException;
import java.util.List;
@Service
@Slf4j
public class OpenAIServiceImpl implements IChatService {
private final ChatClient chatClient;
private final ChatMemory chatMemory = new InMemoryChatMemory();
public OpenAIServiceImpl(ChatClient.Builder chatClientBuilder, ToolCallbackProvider tools) {
this.chatClient = chatClientBuilder
.defaultTools(tools)
.defaultOptions(
OpenAiChatOptions.builder()
.model("gpt-4o-mini")
.temperature(0.4)
.build())
.build();
}
@Override
public SseEmitter chat(ChatRequest chatRequest,SseEmitter emitter) {
return emitter;
}
@Override
public void mcpChat(ChatRequest chatRequest, SseEmitter emitter) {
List<Message> msgList = chatRequest.getMessages();
// 添加记忆
for (int i = 0; i < msgList.size(); i++) {
org.springframework.ai.chat.messages.Message springAiMessage = new UserMessage(msgList.get(i).getContent().toString());
chatMemory.add(String.valueOf(i), springAiMessage);
}
var messageChatMemoryAdvisor = new MessageChatMemoryAdvisor(chatMemory, chatRequest.getUserId().toString(), 10);
Flux<String> content = chatClient
.prompt(chatRequest.getPrompt())
.advisors(messageChatMemoryAdvisor)
.stream().content();
content.publishOn(Schedulers.boundedElastic())
.doOnNext(text -> {
try {
emitter.send(text);
} catch (IOException e) {
emitter.completeWithError(e);
}
})
.doOnError(error -> {
log.error("Error in SSE stream: ", error);
emitter.completeWithError(error);
})
.doOnComplete(emitter::complete)
.subscribe();
}
}

View File

@@ -11,11 +11,13 @@ import lombok.RequiredArgsConstructor;
import lombok.extern.slf4j.Slf4j;
import okhttp3.*;
import org.ruoyi.chat.config.ChatConfig;
import org.ruoyi.chat.listener.SSEEventSourceListener;
import org.ruoyi.chat.service.chat.IChatCostService;
import org.ruoyi.chat.service.chat.IChatService;
import org.ruoyi.chat.service.chat.ISseService;
import org.ruoyi.chat.util.IpUtil;
import org.ruoyi.chat.util.SSEUtil;
import org.ruoyi.common.chat.config.LocalCache;
import org.ruoyi.common.chat.request.ChatRequest;
import org.ruoyi.common.chat.entity.Tts.TextToSpeech;
import org.ruoyi.common.chat.entity.chat.ChatCompletion;
@@ -33,7 +35,9 @@ import org.ruoyi.common.core.utils.file.MimeTypeUtils;
import org.ruoyi.common.redis.utils.RedisUtils;
import org.ruoyi.domain.vo.ChatModelVo;
import org.ruoyi.service.EmbeddingService;
import org.ruoyi.service.IChatModelService;
import org.ruoyi.service.VectorStoreService;
import org.springframework.core.io.InputStreamResource;
import org.springframework.core.io.Resource;
@@ -74,27 +78,35 @@ public class SseServiceImpl implements ISseService {
private final IChatService chatService;
private final IChatModelService chatModelService;
private static final String requestIdTemplate = "company-%d";
private static final ObjectMapper mapper = new ObjectMapper();
private final ChatConfig chatConfig;
@Override
public SseEmitter sseChat(ChatRequest chatRequest, HttpServletRequest request) {
SseEmitter sseEmitter = new SseEmitter(0L);
SseEmitter sseEmitter = new SseEmitter();
try {
// 构建消息列表增加联网、知识库等内容
buildChatMessageList(chatRequest);
if (!StpUtil.isLogin()) {
// 未登录用户限制对话次数
checkUnauthenticatedUserChatLimit(request);
}else {
LocalCache.CACHE.put("userId", chatCostService.getUserId());
chatRequest.setUserId(chatCostService.getUserId());
// 保存消息记录 并扣除费用
// chatCostService.deductToken(chatRequest);
}
// 根据模型名称前缀调用不同的处理逻辑
switchModelAndHandle(chatRequest,sseEmitter);
// 未登录用户限制对话次数
checkUnauthenticatedUserChatLimit(request);
// 保存消息记录 并扣除费用
chatCostService.deductToken(chatRequest);
} catch (Exception e) {
String message = e.getMessage();
SSEUtil.sendErrorEvent(sseEmitter, message);
return sseEmitter;
log.error(e.getMessage(),e);
sseEmitter.completeWithError(e);
}
return sseEmitter;
}
@@ -106,8 +118,7 @@ public class SseServiceImpl implements ISseService {
* @throws ServiceException 如果当日免费次数已用完
*/
public void checkUnauthenticatedUserChatLimit(HttpServletRequest request) throws ServiceException {
// 未登录用户限制对话次数
if (!StpUtil.isLogin()) {
String clientIp = IpUtil.getClientIp(request);
// 访客每天默认只能对话5次
int timeWindowInSeconds = 5;
@@ -125,13 +136,14 @@ public class SseServiceImpl implements ISseService {
count++;
RedisUtils.setCacheObject(redisKey, count);
}
}
}
/**
* 根据模型名称前缀调用不同的处理逻辑
*/
private void switchModelAndHandle(ChatRequest chatRequest,SseEmitter emitter) {
SSEEventSourceListener openAIEventSourceListener = new SSEEventSourceListener(emitter);
String model = chatRequest.getModel();
// 如果模型名称以ollama开头则调用ollama中部署的本地模型
if (model.startsWith("ollama-")) {
@@ -142,8 +154,24 @@ public class SseServiceImpl implements ISseService {
} else {
throw new IllegalArgumentException("Invalid ollama model name: " + chatRequest.getModel());
}
} else if (model.startsWith("gpt-4-gizmo")) {
chatRequest.setModel("gpt-4-gizmo");
} else {
if (model.startsWith("gpt-4-gizmo")) {
chatRequest.setModel("gpt-4-gizmo");
}
ChatModelVo chatModelVo = chatModelService.selectModelByName(chatRequest.getModel());
//openAiStreamClient = chatConfig.createOpenAiStreamClient(chatModelVo.getApiHost(), chatModelVo.getApiKey());
ChatCompletion completion = ChatCompletion
.builder()
.messages(chatRequest.getMessages())
.model(chatRequest.getModel())
.temperature(0.2)
.topP(1.0)
.stream(true)
.build();
openAiStreamClient.streamChatCompletion(completion, openAIEventSourceListener);
}
}
@@ -151,9 +179,10 @@ public class SseServiceImpl implements ISseService {
* 构建消息列表
*/
private void buildChatMessageList(ChatRequest chatRequest){
ChatModelVo chatModelVo = chatModelService.selectModelByName(chatRequest.getModel());
// 获取对话消息列表
List<Message> messages = chatRequest.getMessages();
String sysPrompt = chatRequest.getSysPrompt();
String sysPrompt = chatModelVo.getSystemPrompt();
if(StringUtils.isEmpty(sysPrompt)){
sysPrompt ="你是一个由RuoYI-AI开发的人工智能助手名字叫熊猫助手。你擅长中英文对话能够理解并处理各种问题提供安全、有帮助、准确的回答。" +
"当前时间:"+ DateUtils.getDate();
@@ -162,8 +191,9 @@ public class SseServiceImpl implements ISseService {
Message sysMessage = Message.builder().content(sysPrompt).role(Message.Role.SYSTEM).build();
messages.add(0,sysMessage);
chatRequest.setSysPrompt(sysPrompt);
// 查询向量库相关信息加入到上下文
if(chatRequest.getKid()!=null){
if(StringUtils.isNotEmpty(chatRequest.getKid())){
List<Message> knMessages = new ArrayList<>();
String content = messages.get(messages.size() - 1).getContent().toString();
List<String> nearestList;

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@@ -1,6 +1,7 @@
package org.ruoyi.chat.util;
import lombok.extern.slf4j.Slf4j;
import org.springframework.web.servlet.mvc.method.annotation.ResponseBodyEmitter;
import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
import java.io.IOException;
@@ -19,7 +20,7 @@ public class SSEUtil {
* @param sseEmitter sse事件对象
* @param errorMessage 错误信息
*/
public static void sendErrorEvent(SseEmitter sseEmitter, String errorMessage) {
public static void sendErrorEvent(ResponseBodyEmitter sseEmitter, String errorMessage) {
SseEmitter.SseEventBuilder event = SseEmitter.event()
.name("error")
.data(errorMessage);