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Commit bdb27de3 by 王一诺
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调整模型匹配策略

parent eb4dca4f
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.idea/inspectionProfiles/Project_Default.xml
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.idea/workspace.xml
......@@ -5,33 +5,17 @@
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<change beforePath="$PROJECT_DIR$/service-llm/src/main/java/com/coolook/service/llm/service/impl/TextModelServiceImpl.java" beforeDir="false" afterPath="$PROJECT_DIR$/service-llm/src/main/java/com/coolook/service/llm/service/impl/TextModelServiceImpl.java" afterDir="false" />
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......@@ -239,7 +223,15 @@
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......@@ -269,6 +261,15 @@
<line>67</line>
<option name="timeStamp" value="7" />
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<line-breakpoint enabled="true" type="java-method">
<url>file://$PROJECT_DIR$/service-llm/src/main/java/com/coolook/service/llm/controller/ModelController.java</url>
<line>81</line>
<properties class="com.coolook.service.llm.controller.ModelController" method="chat">
<option name="EMULATED" value="true" />
<option name="WATCH_EXIT" value="false" />
</properties>
<option name="timeStamp" value="8" />
</line-breakpoint>
</breakpoints>
</breakpoint-manager>
<watches-manager>
......
api-llm/src/main/java/com/coolook/llm/api/controller/ModelApiController.java
......@@ -20,22 +20,20 @@ public class ModelApiController {
private IAiService aiService;
@PostMapping("/ask")
public ResponseResult<Message> ask(@RequestBody Message msg) throws Exception{
if (StringUtils.isEmpty(msg.getAiQuestion())){
public ResponseResult<Message> ask(@RequestBody Message msg) throws Exception {
if (StringUtils.isEmpty(msg.getAiQuestion())) {
msg.setStatus(AiStatus.ERROR);
return ResponseResult.fail(msg);
}
return aiService.ask(msg);
}
@PostMapping("/webAsk")
public ResponseResult<Message> webAsk(@RequestBody Message msg) throws Exception{
if (StringUtils.isEmpty(msg.getAiQuestion())){
public ResponseResult<Message> webAsk(@RequestBody Message msg) throws Exception {
if (StringUtils.isEmpty(msg.getAiQuestion())) {
msg.setStatus(AiStatus.ERROR);
return ResponseResult.fail(msg);
}
return aiService.webAsk(msg);
}
}
\ No newline at end of file
logs/error.log
This diff could not be displayed because it is too large.
service-llm/src/main/java/com/coolook/service/llm/controller/ModelController.java
package com.coolook.service.llm.controller;
import com.alibaba.fastjson2.JSONArray;
import com.alibaba.fastjson2.JSONObject;
import com.coolook.common.llm.dto.ModelsDto;
import com.coolook.common.llm.request.base.BaseMessage;
......@@ -128,11 +129,14 @@ public class ModelController {
private SseEmitter chatStream(TextRequest content) {
JSONObject chat = textModelService.chatAndReturnStream(content);
JSONObject end = getEndedJson(chat);
SseEmitter emitter = new SseEmitter(0L);
executorService.submit(() -> {
try {
log.info("data: {}", chat);
emitter.send(chat.toString());
emitter.send(end.toString());
emitter.send("[DONE]\n\n");
emitter.complete();
} catch (Exception e) {
......@@ -142,13 +146,33 @@ public class ModelController {
return emitter;
}
private JSONObject getEndedJson(JSONObject jsonObject) {
JSONObject end = JSONObject.parseObject((jsonObject.toString()));
if (end != null && end.containsKey("error")) {
return end;
}
// end.remove("usage");
end.put("finish_reason", "stop");
JSONArray choicesArray = end.getJSONArray("choices");
for (int i = 0; i < choicesArray.size(); i++) {
JSONObject choiceObj = choicesArray.getJSONObject(i);
JSONObject deltaObj = choiceObj.getJSONObject("delta");
deltaObj.put("content", "");
}
return end;
}
private SseEmitter picStream(ImageRequest content) {
JSONObject pic = imageModelService.pictureAndReturnStream(content);
JSONObject end = getEndedJson(pic);
SseEmitter emitter = new SseEmitter(0L);
executorService.submit(() -> {
try {
log.info("data: {}", pic);
emitter.send(pic.toString());
emitter.send(end.toString());
emitter.send("[DONE]\n\n");
emitter.complete();
} catch (Exception e) {
......
service-llm/src/main/java/com/coolook/service/llm/remote/LLMClient.java
......@@ -158,7 +158,7 @@ public class LLMClient {
// 使用 Jackson 序列化
ObjectMapper objectMapper = new ObjectMapper();
String jsonBody = objectMapper.writeValueAsString(content);
log.info("body:{}", jsonBody);
//log.info("body:{}", jsonBody);
// 创建 HttpEntity
HttpEntity<String> requestEntity = new HttpEntity<>(jsonBody, headers);
long start = System.currentTimeMillis();
......
service-llm/src/main/java/com/coolook/service/llm/service/ITextModelService.java
......@@ -3,7 +3,6 @@ package com.coolook.service.llm.service;
import com.alibaba.fastjson2.JSONObject;
import com.coolook.common.llm.dto.ModelsDto;
import com.coolook.common.llm.request.text.TextRequest;
import org.springframework.http.HttpEntity;
import org.springframework.http.ResponseEntity;
import java.util.List;
......
service-llm/src/main/java/com/coolook/service/llm/service/impl/ImageModelServiceImpl.java
......@@ -82,20 +82,20 @@ public class ImageModelServiceImpl implements IImageModelService {
for (Models model : modelList) {
String modelName = model.getModel();
String[] modelInfo = modelName.split(":");
String modelType = null;
String modelVersion = null;
if (modelInfo.length > 1) {
modelType = modelInfo[0];
modelVersion = modelInfo[1];
} else {
modelType = modelName;
}
if (modelVersion == null || modelVersion.contains("-") || modelVersion.contains("_")) {
modelVersion = "";
}
modelName = modelType + ":" + modelVersion;
// String[] modelInfo = modelName.split(":");
// String modelType = null;
// String modelVersion = null;
// if (modelInfo.length > 1) {
// modelType = modelInfo[0];
// modelVersion = modelInfo[1];
// } else {
// modelType = modelName;
// }
//
// if (modelVersion == null || modelVersion.contains("-") || modelVersion.contains("_")) {
// modelVersion = "";
// }
// modelName = modelType + ":" + modelVersion;
ModelsDto modelDto = new ModelsDto();
modelDto.setId(modelName);
modelDto.setCreated(model.getCreateAt().atZone(ZoneId.of("UTC")).toInstant().toEpochMilli());
......@@ -112,6 +112,8 @@ public class ImageModelServiceImpl implements IImageModelService {
public JSONObject pictureAndReturnStream(ImageRequest content) {
JSONObject picture = picture(content);
if (picture != null && !picture.containsKey("error")) {
picture.remove("usage");
picture.put("finish_reason", "null");
JSONArray choicesArray = picture.getJSONArray("choices");
for (int i = 0; i < choicesArray.size(); i++) {
......@@ -138,7 +140,6 @@ public class ImageModelServiceImpl implements IImageModelService {
public JSONObject picture(ImageRequest content) {
String redisKey = RedisUtil.getRedisKey(ModelConstant.MODEL_TYPE_IMAGE);
String modelFullName = content.getModel();
String modelName = modelFullName.split(":")[0];
Object obj = redisTemplate.opsForValue().get(redisKey);
......@@ -148,14 +149,23 @@ public class ImageModelServiceImpl implements IImageModelService {
.map(item -> objectMapper.convertValue(item, Models.class))
.collect(Collectors.toList());
Models availableModel = null;
// 遍历 modelList 寻找第一个可用的模型
for (Models model : modelList) {
boolean flag = false;
String name = model.getModel().trim();
Boolean flag = false;
// 根据名字寻找合适的模型
if (name.equals(modelName)) {
if (name.equals(modelFullName)) {
flag = true;
} else if (searchConfig.getValue()) {
if (name.contains(modelName)) {
// deepseek-r1:99b
if (name.contains(":")) {
String[] modelInfo = name.split(":");
name = modelInfo[0];
}
if (modelFullName.contains(name)) {
flag = true;
}
} else {
......@@ -163,20 +173,122 @@ public class ImageModelServiceImpl implements IImageModelService {
}
if (flag) {
if (unavailableModel.putIfAbsent(model.getUrl() + model.getModel(), true) == null) {
return updateAndSendRequestPic(model, content);
// 检查模型是否已被占用
String key = model.getUrl() + model.getModel();
if (unavailableModel.putIfAbsent(key, true) == null) {
// 模型可用，找到第一个可用模型
availableModel = model;
break;
}
}
}
// 如果找到了可用的模型，则执行处理
if (availableModel != null) {
log.info("Found available model, updating and sending request: {}", availableModel.getModel());
return updateAndSendRequestPic(availableModel, content);
}
// 如果没有找到可用模型，进入等待状态，直到模型可用
log.info("No available model found, waiting for model to become available...");
// 持续等待直到有可用模型
while (true) {
for (Models model : modelList) {
boolean flag = false;
String name = model.getModel().trim();
if (name.equals(modelFullName)) {
flag = true;
} else if (searchConfig.getValue()) {
if (name.contains(":")) {
String[] modelInfo = name.split(":");
name = modelInfo[0];
}
if (modelFullName.contains(name)) {
flag = true;
}
} else {
flag = true;
}
if (flag) {
String key = model.getUrl() + model.getModel();
// 如果模型可用，则返回
if (unavailableModel.putIfAbsent(key, true) == null) {
availableModel = model;
log.info("Model is now available: {}", model.getModel());
return updateAndSendRequestPic(model, content);
}
}
}
// 如果都没有找到可用的模型，休眠100ms再尝试
try {
log.info("All models are still unavailable, waiting...");
Thread.sleep(100);
} catch (InterruptedException e) {
Thread.currentThread().interrupt(); // 保持线程中断状态
}
}
}
// 如果没有找到可用模型
JSONObject errorJson = new JSONObject();
errorJson.put("error", "error");
errorJson.put("message", "model not found");
errorJson.put("message", "Model not found");
errorJson.put("code", "500");
errorJson.put("model", content.getModel());
return errorJson;
}
// public JSONObject picture2(ImageRequest content) {
// String redisKey = RedisUtil.getRedisKey(ModelConstant.MODEL_TYPE_IMAGE);
// String modelFullName = content.getModel();
//
// Object obj = redisTemplate.opsForValue().get(redisKey);
//
// if (obj instanceof List<?>) {
// List<?> rawList = (List<?>) obj;
// List<Models> modelList = rawList.stream()
// .map(item -> objectMapper.convertValue(item, Models.class))
// .collect(Collectors.toList());
//
// for (Models model : modelList) {
// boolean flag = false;
// String name = model.getModel().trim();
// // 根据名字寻找合适的模型
// if (name.equals(modelFullName)) {
// flag = true;
// } else if (searchConfig.getValue()) {
// // deepseek-r1:99b
// if (name.contains(":")) {
// String[] modelInfo = name.split(":");
// name = modelInfo[0];
// }
//
// if (modelFullName.contains(name)) {
// flag = true;
// }
// } else {
// flag = true;
// }
// if (flag) {
// log.info("updateAndSendRequestPic, modelName;{}", model.getModel());
// if (unavailableModel.putIfAbsent(model.getUrl() + model.getModel(), true) == null) {
// return updateAndSendRequestPic(model, content);
// }
// }
// }
// }
// JSONObject errorJson = new JSONObject();
// errorJson.put("error", "error");
// errorJson.put("message", "model not found");
// errorJson.put("code", "500");
// errorJson.put("model", content.getModel());
// return errorJson;
// }
public JSONObject updateAndSendRequestPic(Models model, ImageRequest content) {
String key = model.getUrl() + model.getModel();
log.info("updateAndSendRequestPic, modelName;{}", key);
......
service-llm/src/main/resources/application.yml
......@@ -8,7 +8,7 @@ spring:
main:
allow-bean-definition-overriding: true
profiles:
active: local
active: prod
search:
config:
......
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