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feat: 支持插件功能

ageerle vor 2 Monaten
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Commit
6a1b544545
47 geänderte Dateien mit 2797 neuen und 230 gelöschten Zeilen
  1. 3 11
      ruoyi-admin/src/main/java/org/ruoyi/controller/KnowledgeController.java
  2. 26 0
      ruoyi-common/ruoyi-common-chat/pom.xml
  3. 73 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/demo/ConsoleEventSourceListenerV2.java
  4. 92 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/demo/ConsoleEventSourceListenerV3.java
  5. 417 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/demo/PluginTest.java
  6. 24 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/demo/WeatherPlugin.java
  7. 13 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/demo/WeatherReq.java
  8. 15 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/demo/WeatherResp.java
  9. 122 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/demo/zhipu/AllToolsTest.java
  10. 578 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/demo/zhipu/V4Test.java
  11. 246 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/demo/zhipu/WebSearchToolsTest.java
  12. 27 36
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/entity/chat/Message.java
  13. 1 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/entity/chat/ResponseFormat.java
  14. 2 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/listener/WebSocketEventListener.java
  15. 88 3
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/openai/OpenAiClient.java
  16. 183 4
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/openai/OpenAiStreamClient.java
  17. 3 2
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/openai/exception/CommonError.java
  18. 88 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/openai/plugin/PluginAbstract.java
  19. 7 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/openai/plugin/PluginParam.java
  20. 36 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/plugin/CmdPlugin.java
  21. 13 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/plugin/CmdReq.java
  22. 12 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/plugin/CmdResp.java
  23. 88 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/plugin/SqlPlugin.java
  24. 13 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/plugin/SqlReq.java
  25. 12 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/plugin/SqlResp.java
  26. 56 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/sse/ConsoleEventSourceListener.java
  27. 22 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/sse/DefaultPluginListener.java
  28. 126 0
      ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/sse/PluginListener.java
  29. 7 0
      ruoyi-common/ruoyi-common-core/src/main/java/org/ruoyi/common/core/service/UserService.java
  30. 3 0
      ruoyi-modules/ruoyi-knowledge/pom.xml
  31. 2 2
      ruoyi-modules/ruoyi-knowledge/src/main/java/org/ruoyi/knowledge/chain/vectorstore/MilvusVectorStore.java
  32. 9 4
      ruoyi-modules/ruoyi-knowledge/src/main/java/org/ruoyi/knowledge/chain/vectorstore/VectorStore.java
  33. 14 11
      ruoyi-modules/ruoyi-knowledge/src/main/java/org/ruoyi/knowledge/chain/vectorstore/VectorStoreFactory.java
  34. 5 4
      ruoyi-modules/ruoyi-knowledge/src/main/java/org/ruoyi/knowledge/chain/vectorstore/VectorStoreWrapper.java
  35. 1 1
      ruoyi-modules/ruoyi-knowledge/src/main/java/org/ruoyi/knowledge/domain/KnowledgeInfo.java
  36. 1 3
      ruoyi-modules/ruoyi-knowledge/src/main/java/org/ruoyi/knowledge/service/IKnowledgeAttachService.java
  37. 0 4
      ruoyi-modules/ruoyi-knowledge/src/main/java/org/ruoyi/knowledge/service/IKnowledgeInfoService.java
  38. 1 2
      ruoyi-modules/ruoyi-knowledge/src/main/java/org/ruoyi/knowledge/service/impl/EmbeddingServiceImpl.java
  39. 2 6
      ruoyi-modules/ruoyi-knowledge/src/main/java/org/ruoyi/knowledge/service/impl/KnowledgeAttachServiceImpl.java
  40. 28 26
      ruoyi-modules/ruoyi-knowledge/src/main/java/org/ruoyi/knowledge/service/impl/KnowledgeInfoServiceImpl.java
  41. 5 7
      ruoyi-modules/ruoyi-system/src/main/java/org/ruoyi/system/controller/system/SysProfileController.java
  42. 32 0
      ruoyi-modules/ruoyi-system/src/main/java/org/ruoyi/system/domain/bo/SysUserPasswordBo.java
  43. 1 1
      ruoyi-modules/ruoyi-system/src/main/java/org/ruoyi/system/listener/SSEEventSourceListener.java
  44. 212 0
      ruoyi-modules/ruoyi-system/src/main/java/org/ruoyi/system/plugin/WebSearchPlugin.java
  45. 74 98
      ruoyi-modules/ruoyi-system/src/main/java/org/ruoyi/system/service/impl/SseServiceImpl.java
  46. 7 0
      ruoyi-modules/ruoyi-system/src/main/java/org/ruoyi/system/service/impl/SysUserServiceImpl.java
  47. 7 5
      script/sql/update/update20250307.sql

+ 3 - 11
ruoyi-admin/src/main/java/org/ruoyi/controller/KnowledgeController.java

@@ -73,11 +73,9 @@ public class KnowledgeController extends BaseController {
      */
     @PostMapping("/send")
     public SseEmitter send(@RequestBody @Valid ChatRequest chatRequest) {
-
         openAiStreamClient = chatConfig.getOpenAiStreamClient();
         SseEmitter sseEmitter = new SseEmitter(0L);
         SSEEventSourceListener openAIEventSourceListener = new SSEEventSourceListener(sseEmitter);
-
         List<Message> messages = chatRequest.getMessages();
         String content = messages.get(messages.size() - 1).getContent().toString();
         List<String> nearestList;
@@ -89,8 +87,6 @@ public class KnowledgeController extends BaseController {
         }
         Message userMessage = Message.builder().content(content + (nearestList.size() > 0 ? "\n\n注意:回答问题时,须严格根据我给你的系统上下文内容原文进行回答,请不要自己发挥,回答时保持原来文本的段落层级" : "") ).role(Message.Role.USER).build();
         messages.add(userMessage);
-
-
         ChatCompletion completion = ChatCompletion
             .builder()
             .messages(messages)
@@ -104,7 +100,6 @@ public class KnowledgeController extends BaseController {
         return sseEmitter;
     }
 
-
     /**
      * 根据用户信息查询本地知识库
      */
@@ -117,8 +112,6 @@ public class KnowledgeController extends BaseController {
         return knowledgeInfoService.queryPageList(bo, pageQuery);
     }
 
-
-
     /**
      * 新增知识库
      */
@@ -190,10 +183,9 @@ public class KnowledgeController extends BaseController {
      * 删除知识库附件
      *
      */
-    @PostMapping("attach/remove/{kid}")
-    public R<Void> removeAttach(@NotEmpty(message = "主键不能为空")
-                          @PathVariable String kid) {
-        attachService.removeKnowledgeAttach(kid);
+    @PostMapping("attach/remove/{docId}")
+    public R<Void> removeAttach(@NotEmpty(message = "主键不能为空") @PathVariable String docId) {
+        attachService.removeKnowledgeAttach(docId);
         return R.ok();
     }
 

+ 26 - 0
ruoyi-common/ruoyi-common-chat/pom.xml

@@ -26,6 +26,12 @@
             <artifactId>ruoyi-common-core</artifactId>
         </dependency>
 
+        <dependency>
+            <groupId>mysql</groupId>
+            <artifactId>mysql-connector-java</artifactId>
+            <version>8.0.33</version>
+        </dependency>
+
         <dependency>
             <groupId>com.azure</groupId>
             <artifactId>azure-ai-openai</artifactId>
@@ -92,5 +98,25 @@
                 </exclusion>
             </exclusions>
         </dependency>
+        <dependency>
+            <groupId>junit</groupId>
+            <artifactId>junit</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>junit</groupId>
+            <artifactId>junit</artifactId>
+        </dependency>
+
+        <dependency>
+            <groupId>cn.bigmodel.openapi</groupId>
+            <artifactId>oapi-java-sdk</artifactId>
+            <version>release-V4-2.3.0</version>
+        </dependency>
+        <dependency>
+            <groupId>com.squareup.okhttp</groupId>
+            <artifactId>okhttp</artifactId>
+            <version>2.7.5</version>
+            <scope>compile</scope>
+        </dependency>
     </dependencies>
 </project>

+ 73 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/demo/ConsoleEventSourceListenerV2.java

@@ -0,0 +1,73 @@
+package org.ruoyi.common.chat.demo;
+
+import cn.hutool.json.JSONUtil;
+
+import lombok.Getter;
+import lombok.SneakyThrows;
+import lombok.extern.slf4j.Slf4j;
+import okhttp3.Response;
+import okhttp3.ResponseBody;
+import okhttp3.sse.EventSource;
+import okhttp3.sse.EventSourceListener;
+import org.ruoyi.common.chat.entity.chat.ChatCompletionResponse;
+
+import java.util.Objects;
+import java.util.concurrent.CountDownLatch;
+
+/**
+ * 描述: sse
+ *
+ * @author https:www.unfbx.com
+ * 2023-06-15
+ */
+@Slf4j
+public class ConsoleEventSourceListenerV2 extends EventSourceListener {
+    @Getter
+    String args = "";
+    final CountDownLatch countDownLatch;
+
+    public ConsoleEventSourceListenerV2(CountDownLatch countDownLatch) {
+        this.countDownLatch = countDownLatch;
+    }
+
+    @Override
+    public void onOpen(EventSource eventSource, Response response) {
+        log.info("OpenAI建立sse连接...");
+    }
+
+    @Override
+    public void onEvent(EventSource eventSource, String id, String type, String data) {
+        log.info("OpenAI返回数据:{}", data);
+        if (data.equals("[DONE]")) {
+            log.info("OpenAI返回数据结束了");
+            countDownLatch.countDown();
+            return;
+        }
+        ChatCompletionResponse chatCompletionResponse = JSONUtil.toBean(data, ChatCompletionResponse.class);
+        if(Objects.nonNull(chatCompletionResponse.getChoices().get(0).getDelta().getFunctionCall())){
+            args += chatCompletionResponse.getChoices().get(0).getDelta().getFunctionCall().getArguments();
+        }
+    }
+
+    @Override
+    public void onClosed(EventSource eventSource) {
+        log.info("OpenAI关闭sse连接...");
+    }
+
+    @SneakyThrows
+    @Override
+    public void onFailure(EventSource eventSource, Throwable t, Response response) {
+        if(Objects.isNull(response)){
+            log.error("OpenAI  sse连接异常:{}", t);
+            eventSource.cancel();
+            return;
+        }
+        ResponseBody body = response.body();
+        if (Objects.nonNull(body)) {
+            log.error("OpenAI  sse连接异常data:{},异常:{}", body.string(), t);
+        } else {
+            log.error("OpenAI  sse连接异常data:{},异常:{}", response, t);
+        }
+        eventSource.cancel();
+    }
+}

+ 92 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/demo/ConsoleEventSourceListenerV3.java

@@ -0,0 +1,92 @@
+package org.ruoyi.common.chat.demo;
+
+import cn.hutool.core.collection.CollectionUtil;
+import cn.hutool.json.JSONUtil;
+import lombok.Getter;
+import lombok.SneakyThrows;
+import lombok.extern.slf4j.Slf4j;
+import okhttp3.Response;
+import okhttp3.ResponseBody;
+import okhttp3.sse.EventSource;
+import okhttp3.sse.EventSourceListener;
+import org.ruoyi.common.chat.entity.chat.ChatCompletionResponse;
+import org.ruoyi.common.chat.entity.chat.Message;
+import org.ruoyi.common.chat.entity.chat.tool.ToolCallFunction;
+import org.ruoyi.common.chat.entity.chat.tool.ToolCalls;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Objects;
+import java.util.concurrent.CountDownLatch;
+
+/**
+ * 描述: demo测试实现类,仅供思路参考
+ *
+ * @author https:www.unfbx.com
+ * 2023-11-12
+ */
+@Slf4j
+public class ConsoleEventSourceListenerV3 extends EventSourceListener {
+    @Getter
+    List<ToolCalls> choices = new ArrayList<>();
+    @Getter
+    ToolCalls toolCalls = new ToolCalls();
+    @Getter
+    ToolCallFunction toolCallFunction = ToolCallFunction.builder().name("").arguments("").build();
+    final CountDownLatch countDownLatch;
+
+    public ConsoleEventSourceListenerV3(CountDownLatch countDownLatch) {
+        this.countDownLatch = countDownLatch;
+    }
+
+    @Override
+    public void onOpen(EventSource eventSource, Response response) {
+        log.info("OpenAI建立sse连接...");
+    }
+
+    @Override
+    public void onEvent(EventSource eventSource, String id, String type, String data) {
+        log.info("OpenAI返回数据:{}", data);
+        if (data.equals("[DONE]")) {
+            log.info("OpenAI返回数据结束了");
+            return;
+        }
+        ChatCompletionResponse chatCompletionResponse = JSONUtil.toBean(data, ChatCompletionResponse.class);
+        Message delta = chatCompletionResponse.getChoices().get(0).getDelta();
+        if (CollectionUtil.isNotEmpty(delta.getToolCalls())) {
+            choices.addAll(delta.getToolCalls());
+        }
+    }
+
+    @Override
+    public void onClosed(EventSource eventSource) {
+        if(CollectionUtil.isNotEmpty(choices)){
+            toolCalls.setId(choices.get(0).getId());
+            toolCalls.setType(choices.get(0).getType());
+            choices.forEach(e -> {
+                toolCallFunction.setName(e.getFunction().getName());
+                toolCallFunction.setArguments(toolCallFunction.getArguments() + e.getFunction().getArguments());
+                toolCalls.setFunction(toolCallFunction);
+            });
+        }
+        log.info("OpenAI关闭sse连接...");
+        countDownLatch.countDown();
+    }
+
+    @SneakyThrows
+    @Override
+    public void onFailure(EventSource eventSource, Throwable t, Response response) {
+        if(Objects.isNull(response)){
+            log.error("OpenAI  sse连接异常:{}", t);
+            eventSource.cancel();
+            return;
+        }
+        ResponseBody body = response.body();
+        if (Objects.nonNull(body)) {
+            log.error("OpenAI  sse连接异常data:{},异常:{}", body.string(), t);
+        } else {
+            log.error("OpenAI  sse连接异常data:{},异常:{}", response, t);
+        }
+        eventSource.cancel();
+    }
+}

+ 417 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/demo/PluginTest.java

@@ -0,0 +1,417 @@
+package org.ruoyi.common.chat.demo;
+
+import cn.hutool.json.JSONUtil;
+import com.alibaba.fastjson.JSONObject;
+import lombok.Builder;
+import lombok.Data;
+import lombok.extern.slf4j.Slf4j;
+import okhttp3.OkHttpClient;
+import okhttp3.logging.HttpLoggingInterceptor;
+import org.junit.Before;
+import org.junit.Test;
+import org.ruoyi.common.chat.entity.chat.*;
+import org.ruoyi.common.chat.entity.chat.tool.ToolCallFunction;
+import org.ruoyi.common.chat.entity.chat.tool.ToolCalls;
+import org.ruoyi.common.chat.entity.chat.tool.Tools;
+import org.ruoyi.common.chat.entity.chat.tool.ToolsFunction;
+import org.ruoyi.common.chat.openai.OpenAiClient;
+import org.ruoyi.common.chat.openai.OpenAiStreamClient;
+import org.ruoyi.common.chat.openai.function.KeyRandomStrategy;
+import org.ruoyi.common.chat.openai.interceptor.DynamicKeyOpenAiAuthInterceptor;
+import org.ruoyi.common.chat.openai.interceptor.OpenAILogger;
+import org.ruoyi.common.chat.openai.interceptor.OpenAiResponseInterceptor;
+import org.ruoyi.common.chat.openai.plugin.PluginAbstract;
+import org.ruoyi.common.chat.plugin.CmdPlugin;
+import org.ruoyi.common.chat.plugin.CmdReq;
+import org.ruoyi.common.chat.sse.ConsoleEventSourceListener;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.List;
+import java.util.concurrent.CountDownLatch;
+import java.util.concurrent.TimeUnit;
+
+/**
+ * 描述:
+ *
+ * @author ageerle@163.com
+ * date 2025/3/8
+ */
+@Slf4j
+public class PluginTest {
+
+    private OpenAiClient openAiClient;
+    private OpenAiStreamClient openAiStreamClient;
+
+    @Before
+    public void before() {
+        //可以为null
+//        Proxy proxy = new Proxy(Proxy.Type.HTTP, new InetSocketAddress("127.0.0.1", 7890));
+        HttpLoggingInterceptor httpLoggingInterceptor = new HttpLoggingInterceptor(new OpenAILogger());
+        //!!!!千万别再生产或者测试环境打开BODY级别日志!!!!
+        //!!!生产或者测试环境建议设置为这三种级别:NONE,BASIC,HEADERS,!!!
+        httpLoggingInterceptor.setLevel(HttpLoggingInterceptor.Level.HEADERS);
+        OkHttpClient okHttpClient = new OkHttpClient
+                .Builder()
+//                .proxy(proxy)
+                .addInterceptor(httpLoggingInterceptor)
+                .addInterceptor(new OpenAiResponseInterceptor())
+                .connectTimeout(10, TimeUnit.SECONDS)
+                .writeTimeout(30, TimeUnit.SECONDS)
+                .readTimeout(30, TimeUnit.SECONDS)
+                .build();
+        openAiClient = OpenAiClient.builder()
+                //支持多key传入,请求时候随机选择
+                .apiKey(Arrays.asList("sk-xx"))
+                //自定义key的获取策略:默认KeyRandomStrategy
+                //.keyStrategy(new KeyRandomStrategy())
+                .keyStrategy(new KeyRandomStrategy())
+                .okHttpClient(okHttpClient)
+                //自己做了代理就传代理地址,没有可不不传,(关注公众号回复:openai ,获取免费的测试代理地址)
+                .apiHost("https://api.pandarobot.chat/")
+                .build();
+
+        openAiStreamClient = OpenAiStreamClient.builder()
+                //支持多key传入,请求时候随机选择
+                .apiKey(Arrays.asList("sk-xx"))
+                //自定义key的获取策略:默认KeyRandomStrategy
+                .keyStrategy(new KeyRandomStrategy())
+                .authInterceptor(new DynamicKeyOpenAiAuthInterceptor())
+                .okHttpClient(okHttpClient)
+                //自己做了代理就传代理地址,没有可不不传,(关注公众号回复:openai ,获取免费的测试代理地址)
+                .apiHost("https://api.pandarobot.chat/")
+                .build();
+    }
+
+
+    @Test
+    public void chatFunction() {
+        //模型:GPT_3_5_TURBO_16K_0613
+        Message message = Message.builder().role(Message.Role.USER).content("给我输出一个长度为2的中文词语,并解释下词语对应物品的用途").build();
+        //属性一
+        JSONObject wordLength = new JSONObject();
+        wordLength.put("type", "number");
+        wordLength.put("description", "词语的长度");
+        //属性二
+        JSONObject language = new JSONObject();
+        language.put("type", "string");
+        language.put("enum", Arrays.asList("zh", "en"));
+        language.put("description", "语言类型,例如:zh代表中文、en代表英语");
+        //参数
+        JSONObject properties = new JSONObject();
+        properties.put("wordLength", wordLength);
+        properties.put("language", language);
+
+        Parameters parameters = Parameters.builder()
+                .type("object")
+                .properties(properties)
+                .required(Collections.singletonList("wordLength")).build();
+        Functions functions = Functions.builder()
+                .name("getOneWord")
+                .description("获取一个指定长度和语言类型的词语")
+                .parameters(parameters)
+                .build();
+
+        ChatCompletion chatCompletion = ChatCompletion
+                .builder()
+                .messages(Collections.singletonList(message))
+                .functions(Collections.singletonList(functions))
+                .functionCall("auto")
+                .model(ChatCompletion.Model.GPT_4_1106_PREVIEW.getName())
+                .build();
+        ChatCompletionResponse chatCompletionResponse = openAiClient.chatCompletion(chatCompletion);
+
+        ChatChoice chatChoice = chatCompletionResponse.getChoices().get(0);
+        log.info("构造的方法值:{}", chatChoice.getMessage().getFunctionCall());
+        log.info("构造的方法名称:{}", chatChoice.getMessage().getFunctionCall().getName());
+        log.info("构造的方法参数:{}", chatChoice.getMessage().getFunctionCall().getArguments());
+        WordParam wordParam = JSONUtil.toBean(chatChoice.getMessage().getFunctionCall().getArguments(), WordParam.class);
+        String oneWord = getOneWord(wordParam);
+
+        FunctionCall functionCall = FunctionCall.builder()
+                .arguments(chatChoice.getMessage().getFunctionCall().getArguments())
+                .name("getOneWord")
+                .build();
+        Message message2 = Message.builder().role(Message.Role.ASSISTANT).content("方法参数").functionCall(functionCall).build();
+        String content
+                = "{ " +
+                "\"wordLength\": \"3\", " +
+                "\"language\": \"zh\", " +
+                "\"word\": \"" + oneWord + "\"," +
+                "\"用途\": [\"直接吃\", \"做沙拉\", \"售卖\"]" +
+                "}";
+        Message message3 = Message.builder().role(Message.Role.FUNCTION).name("getOneWord").content(content).build();
+        List<Message> messageList = Arrays.asList(message, message2, message3);
+        ChatCompletion chatCompletionV2 = ChatCompletion
+                .builder()
+                .messages(messageList)
+                .model(ChatCompletion.Model.GPT_4_1106_PREVIEW.getName())
+                .build();
+        ChatCompletionResponse chatCompletionResponseV2 = openAiClient.chatCompletion(chatCompletionV2);
+        log.info("自定义的方法返回值:{}",chatCompletionResponseV2.getChoices().get(0).getMessage().getContent());
+    }
+
+
+    @Test
+    public void plugin() {
+        CmdPlugin plugin = new CmdPlugin(CmdReq.class);
+        // 插件名称
+        plugin.setName("命令行工具");
+        // 方法名称
+        plugin.setFunction("openCmd");
+        // 方法说明
+        plugin.setDescription("提供一个命令行指令,比如<记事本>,指令使用中文,以function返回结果为准");
+
+        PluginAbstract.Arg arg = new PluginAbstract.Arg();
+        // 参数名称
+        arg.setName("cmd");
+        // 参数说明
+        arg.setDescription("命令行指令");
+        // 参数类型
+        arg.setType("string");
+        arg.setRequired(true);
+        plugin.setArgs(Collections.singletonList(arg));
+
+        Message message2 = Message.builder().role(Message.Role.USER).content("帮我打开计算器,结合上下文判断指令是否执行成功,只用回复成功或者失败").build();
+        List<Message> messages = new ArrayList<>();
+        messages.add(message2);
+        //有四个重载方法,都可以使用
+        ChatCompletionResponse response = openAiClient.chatCompletionWithPlugin(messages,"gpt-4o-mini",plugin);
+        log.info("自定义的方法返回值:{}", response.getChoices().get(0).getMessage().getContent());
+    }
+
+    /**
+     * 自定义返回数据格式
+     */
+    @Test
+    public void diyReturnDataModelChat() {
+        Message message = Message.builder().role(Message.Role.USER).content("随机输出10个单词,使用json输出").build();
+        ChatCompletion chatCompletion = ChatCompletion
+                .builder()
+                .messages(Collections.singletonList(message))
+                .responseFormat(ResponseFormat.builder().type(ResponseFormat.Type.JSON_OBJECT.getName()).build())
+                .model(ChatCompletion.Model.GPT_4_1106_PREVIEW.getName())
+                .build();
+        ChatCompletionResponse chatCompletionResponse = openAiClient.chatCompletion(chatCompletion);
+        chatCompletionResponse.getChoices().forEach(e -> System.out.println(e.getMessage()));
+    }
+
+    @Test
+    public void streamPlugin() {
+        WeatherPlugin plugin = new WeatherPlugin(WeatherReq.class);
+        plugin.setName("知心天气");
+        plugin.setFunction("getLocationWeather");
+        plugin.setDescription("提供一个地址,方法将会获取该地址的天气的实时温度信息。");
+        PluginAbstract.Arg arg = new PluginAbstract.Arg();
+        arg.setName("location");
+        arg.setDescription("地名");
+        arg.setType("string");
+        arg.setRequired(true);
+        plugin.setArgs(Collections.singletonList(arg));
+
+//        Message message1 = Message.builder().role(Message.Role.USER).content("秦始皇统一了哪六国。").build();
+        Message message2 = Message.builder().role(Message.Role.USER).content("获取上海市的天气现在多少度,然后再给出3个推荐的户外运动。").build();
+        List<Message> messages = new ArrayList<>();
+//        messages.add(message1);
+        messages.add(message2);
+        //默认模型:GPT_3_5_TURBO_16K_0613
+        //有四个重载方法,都可以使用
+        openAiStreamClient.streamChatCompletionWithPlugin(messages, ChatCompletion.Model.GPT_4_1106_PREVIEW.getName(), new ConsoleEventSourceListener(), plugin);
+        CountDownLatch countDownLatch = new CountDownLatch(1);
+        try {
+            countDownLatch.await();
+        } catch (InterruptedException e) {
+            e.printStackTrace();
+        }
+    }
+
+    /**
+     * tools使用示例
+     */
+    @Test
+    public void toolsChat() {
+        Message message = Message.builder().role(Message.Role.USER).content("给我输出一个长度为2的中文词语,并解释下词语对应物品的用途").build();
+        //属性一
+        JSONObject wordLength = new JSONObject();
+        wordLength.put("type", "number");
+        wordLength.put("description", "词语的长度");
+        //属性二
+        JSONObject language = new JSONObject();
+        language.put("type", "string");
+        language.put("enum", Arrays.asList("zh", "en"));
+        language.put("description", "语言类型,例如:zh代表中文、en代表英语");
+        //参数
+        JSONObject properties = new JSONObject();
+        properties.put("wordLength", wordLength);
+        properties.put("language", language);
+        Parameters parameters = Parameters.builder()
+                .type("object")
+                .properties(properties)
+                .required(Collections.singletonList("wordLength")).build();
+        Tools tools = Tools.builder()
+                .type(Tools.Type.FUNCTION.getName())
+                .function(ToolsFunction.builder().name("getOneWord").description("获取一个指定长度和语言类型的词语").parameters(parameters).build())
+                .build();
+
+        ChatCompletion chatCompletion = ChatCompletion
+                .builder()
+                .messages(Collections.singletonList(message))
+                .tools(Collections.singletonList(tools))
+                .model(ChatCompletion.Model.GPT_4_1106_PREVIEW.getName())
+                .build();
+        ChatCompletionResponse chatCompletionResponse = openAiClient.chatCompletion(chatCompletion);
+
+        ChatChoice chatChoice = chatCompletionResponse.getChoices().get(0);
+        log.info("构造的方法值:{}", chatChoice.getMessage().getToolCalls());
+
+        ToolCalls openAiReturnToolCalls = chatChoice.getMessage().getToolCalls().get(0);
+        WordParam wordParam = JSONUtil.toBean(openAiReturnToolCalls.getFunction().getArguments(), WordParam.class);
+        String oneWord = getOneWord(wordParam);
+
+
+        ToolCallFunction tcf = ToolCallFunction.builder().name("getOneWord").arguments(openAiReturnToolCalls.getFunction().getArguments()).build();
+        ToolCalls tc = ToolCalls.builder().id(openAiReturnToolCalls.getId()).type(ToolCalls.Type.FUNCTION.getName()).function(tcf).build();
+        //构造tool call
+        Message message2 = Message.builder().role(Message.Role.ASSISTANT).content("方法参数").toolCalls(Collections.singletonList(tc)).build();
+        String content
+                = "{ " +
+                "\"wordLength\": \"3\", " +
+                "\"language\": \"zh\", " +
+                "\"word\": \"" + oneWord + "\"," +
+                "\"用途\": [\"直接吃\", \"做沙拉\", \"售卖\"]" +
+                "}";
+        Message message3 = Message.builder().toolCallId(openAiReturnToolCalls.getId()).role(Message.Role.TOOL).name("getOneWord").content(content).build();
+        List<Message> messageList = Arrays.asList(message, message2, message3);
+        ChatCompletion chatCompletionV2 = ChatCompletion
+                .builder()
+                .messages(messageList)
+                .model(ChatCompletion.Model.GPT_4_1106_PREVIEW.getName())
+                .build();
+        ChatCompletionResponse chatCompletionResponseV2 = openAiClient.chatCompletion(chatCompletionV2);
+        log.info("自定义的方法返回值:{}", chatCompletionResponseV2.getChoices().get(0).getMessage().getContent());
+
+    }
+
+    /**
+     * tools流式输出使用示例
+     */
+    @Test
+    public void streamToolsChat() {
+
+        CountDownLatch countDownLatch = new CountDownLatch(1);
+        ConsoleEventSourceListenerV3 eventSourceListener = new ConsoleEventSourceListenerV3(countDownLatch);
+
+        Message message = Message.builder().role(Message.Role.USER).content("给我输出一个长度为2的中文词语,并解释下词语对应物品的用途").build();
+        //属性一
+        JSONObject wordLength = new JSONObject();
+        wordLength.put("type", "number");
+        wordLength.put("description", "词语的长度");
+        //属性二
+        JSONObject language = new JSONObject();
+        language.put("type", "string");
+        language.put("enum", Arrays.asList("zh", "en"));
+        language.put("description", "语言类型,例如:zh代表中文、en代表英语");
+        //参数
+        JSONObject properties = new JSONObject();
+        properties.put("wordLength", wordLength);
+        properties.put("language", language);
+        Parameters parameters = Parameters.builder()
+                .type("object")
+                .properties(properties)
+                .required(Collections.singletonList("wordLength")).build();
+        Tools tools = Tools.builder()
+                .type(Tools.Type.FUNCTION.getName())
+                .function(ToolsFunction.builder().name("getOneWord").description("获取一个指定长度和语言类型的词语").parameters(parameters).build())
+                .build();
+
+        ChatCompletion chatCompletion = ChatCompletion
+                .builder()
+                .messages(Collections.singletonList(message))
+                .tools(Collections.singletonList(tools))
+                .model(ChatCompletion.Model.GPT_4_1106_PREVIEW.getName())
+                .build();
+        openAiStreamClient.streamChatCompletion(chatCompletion, eventSourceListener);
+
+        try {
+            countDownLatch.await();
+        } catch (InterruptedException e) {
+            e.printStackTrace();
+        }
+
+        ToolCalls openAiReturnToolCalls = eventSourceListener.getToolCalls();
+        WordParam wordParam = JSONUtil.toBean(openAiReturnToolCalls.getFunction().getArguments(), WordParam.class);
+        String oneWord = getOneWord(wordParam);
+
+
+        ToolCallFunction tcf = ToolCallFunction.builder().name("getOneWord").arguments(openAiReturnToolCalls.getFunction().getArguments()).build();
+        ToolCalls tc = ToolCalls.builder().id(openAiReturnToolCalls.getId()).type(ToolCalls.Type.FUNCTION.getName()).function(tcf).build();
+        //构造tool call
+        Message message2 = Message.builder().role(Message.Role.ASSISTANT).content("方法参数").toolCalls(Collections.singletonList(tc)).build();
+        String content
+                = "{ " +
+                "\"wordLength\": \"3\", " +
+                "\"language\": \"zh\", " +
+                "\"word\": \"" + oneWord + "\"," +
+                "\"用途\": [\"直接吃\", \"做沙拉\", \"售卖\"]" +
+                "}";
+        Message message3 = Message.builder().toolCallId(openAiReturnToolCalls.getId()).role(Message.Role.TOOL).name("getOneWord").content(content).build();
+        List<Message> messageList = Arrays.asList(message, message2, message3);
+        ChatCompletion chatCompletionV2 = ChatCompletion
+                .builder()
+                .messages(messageList)
+                .model(ChatCompletion.Model.GPT_4_1106_PREVIEW.getName())
+                .build();
+
+
+        CountDownLatch countDownLatch1 = new CountDownLatch(1);
+        openAiStreamClient.streamChatCompletion(chatCompletionV2, new ConsoleEventSourceListenerV3(countDownLatch));
+        try {
+            countDownLatch1.await();
+        } catch (InterruptedException e) {
+            e.printStackTrace();
+        }
+        try {
+            countDownLatch1.await();
+        } catch (InterruptedException e) {
+            e.printStackTrace();
+        }
+
+    }
+
+
+    @Data
+    @Builder
+    static class WordParam {
+        private int wordLength;
+        @Builder.Default
+        private String language = "zh";
+    }
+
+
+    /**
+     * 获取一个词语(根据语言和字符长度查询)
+     * @param wordParam
+     * @return
+     */
+    public String getOneWord(WordParam wordParam) {
+
+        List<String> zh = Arrays.asList("大香蕉", "哈密瓜", "苹果");
+        List<String> en = Arrays.asList("apple", "banana", "cantaloupe");
+        if (wordParam.getLanguage().equals("zh")) {
+            for (String e : zh) {
+                if (e.length() == wordParam.getWordLength()) {
+                    return e;
+                }
+            }
+        }
+        if (wordParam.getLanguage().equals("en")) {
+            for (String e : en) {
+                if (e.length() == wordParam.getWordLength()) {
+                    return e;
+                }
+            }
+        }
+        return "西瓜";
+    }
+}

+ 24 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/demo/WeatherPlugin.java

@@ -0,0 +1,24 @@
+package org.ruoyi.common.chat.demo;
+
+
+import org.ruoyi.common.chat.openai.plugin.PluginAbstract;
+
+public class WeatherPlugin extends PluginAbstract<WeatherReq, WeatherResp> {
+
+    public WeatherPlugin(Class<?> r) {
+        super(r);
+    }
+
+    @Override
+    public WeatherResp func(WeatherReq args) {
+        WeatherResp weatherResp = new WeatherResp();
+        weatherResp.setTemp("25到28摄氏度");
+        weatherResp.setLevel(3);
+        return weatherResp;
+    }
+
+    @Override
+    public String content(WeatherResp weatherResp) {
+        return "当前天气温度:" + weatherResp.getTemp() + ",风力等级:" + weatherResp.getLevel();
+    }
+}

+ 13 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/demo/WeatherReq.java

@@ -0,0 +1,13 @@
+package org.ruoyi.common.chat.demo;
+
+
+import lombok.Data;
+import org.ruoyi.common.chat.openai.plugin.PluginParam;
+
+@Data
+public class WeatherReq extends PluginParam {
+    /**
+     * 城市
+     */
+    private String location;
+}

+ 15 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/demo/WeatherResp.java

@@ -0,0 +1,15 @@
+package org.ruoyi.common.chat.demo;
+
+import lombok.Data;
+
+@Data
+public class WeatherResp {
+    /**
+     * 温度
+     */
+    private String temp;
+    /**
+     * 风力等级
+     */
+    private Integer level;
+}

+ 122 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/demo/zhipu/AllToolsTest.java

@@ -0,0 +1,122 @@
+package org.ruoyi.common.chat.demo.zhipu;
+
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.fasterxml.jackson.databind.ObjectMapper;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.atomic.AtomicReference;
+
+import com.fasterxml.jackson.databind.node.ObjectNode;
+import com.zhipu.oapi.ClientV4;
+import com.zhipu.oapi.Constants;
+import com.zhipu.oapi.service.v4.deserialize.MessageDeserializeFactory;
+import com.zhipu.oapi.service.v4.model.*;
+import io.reactivex.Flowable;
+import org.junit.Test;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+
+public class AllToolsTest {
+
+    private final static Logger logger = LoggerFactory.getLogger(AllToolsTest.class);
+    private static final String API_SECRET_KEY = "28550a39d4cfaabbbf38df04dd3931f5.IUvfTThUf0xBF5l0";
+
+    private static final ClientV4 client = new ClientV4.Builder(API_SECRET_KEY)
+            .networkConfig(300, 100, 100, 100, TimeUnit.SECONDS)
+            .connectionPool(new okhttp3.ConnectionPool(8, 1, TimeUnit.SECONDS))
+            .build();
+    private static final ObjectMapper mapper = MessageDeserializeFactory.defaultObjectMapper();
+    // 请自定义自己的业务id
+    private static final String requestIdTemplate = "mycompany-%d";
+
+
+    @Test
+    public void test1() throws JsonProcessingException {
+
+
+        List<ChatMessage> messages = new ArrayList<>();
+        ChatMessage chatMessage = new ChatMessage(ChatMessageRole.USER.value(), "帮我查询北京天气");
+        messages.add(chatMessage);
+        String requestId = String.format(requestIdTemplate, System.currentTimeMillis());
+        // 函数调用参数构建部分
+        List<ChatTool> chatToolList = new ArrayList<>();
+        ChatTool chatTool = new ChatTool();
+
+        chatTool.setType("code_interpreter");
+        ObjectNode objectNode =  mapper.createObjectNode();
+        objectNode.put("code", "北京天气");
+//        chatTool.set(chatFunction);
+        chatToolList.add(chatTool);
+
+
+        ChatCompletionRequest chatCompletionRequest = ChatCompletionRequest.builder()
+                .model("glm-4-alltools")
+                .stream(Boolean.TRUE)
+                .invokeMethod(Constants.invokeMethod)
+                .messages(messages)
+                .tools(chatToolList)
+                .toolChoice("auto")
+                .requestId(requestId)
+                .build();
+        ModelApiResponse sseModelApiResp = client.invokeModelApi(chatCompletionRequest);
+        if (sseModelApiResp.isSuccess()) {
+            AtomicBoolean isFirst = new AtomicBoolean(true);
+            List<Choice> choices = new ArrayList<>();
+            AtomicReference<ChatMessageAccumulator> lastAccumulator = new AtomicReference<>();
+
+            mapStreamToAccumulator(sseModelApiResp.getFlowable())
+                    .doOnNext(accumulator -> {
+                        {
+                            if (isFirst.getAndSet(false)) {
+                                logger.info("Response: ");
+                            }
+                            if (accumulator.getDelta() != null && accumulator.getDelta().getTool_calls() != null) {
+                                String jsonString = mapper.writeValueAsString(accumulator.getDelta().getTool_calls());
+                                logger.info("tool_calls: {}", jsonString);
+                            }
+                            if (accumulator.getDelta() != null && accumulator.getDelta().getContent() != null) {
+                                logger.info(accumulator.getDelta().getContent());
+                            }
+                            choices.add(accumulator.getChoice());
+                            lastAccumulator.set(accumulator);
+
+                        }
+                    })
+                    .doOnComplete(() -> System.out.println("Stream completed."))
+                    .doOnError(throwable -> System.err.println("Error: " + throwable)) // Handle errors
+                    .blockingSubscribe();// Use blockingSubscribe instead of blockingGet()
+
+            ChatMessageAccumulator chatMessageAccumulator = lastAccumulator.get();
+            ModelData data = new ModelData();
+            data.setChoices(choices);
+            if (chatMessageAccumulator != null) {
+                data.setUsage(chatMessageAccumulator.getUsage());
+                data.setId(chatMessageAccumulator.getId());
+                data.setCreated(chatMessageAccumulator.getCreated());
+            }
+            data.setRequestId(chatCompletionRequest.getRequestId());
+            sseModelApiResp.setFlowable(null);// 打印前置空
+            sseModelApiResp.setData(data);
+        }
+        logger.info("model output: {}", mapper.writeValueAsString(sseModelApiResp));
+        client.getConfig().getHttpClient().dispatcher().executorService().shutdown();
+
+        client.getConfig().getHttpClient().connectionPool().evictAll();
+        // List all active threads
+        for (Thread t : Thread.getAllStackTraces().keySet()) {
+            logger.info("Thread: " + t.getName() + " State: " + t.getState());
+        }
+    }
+
+
+
+    public static Flowable<ChatMessageAccumulator> mapStreamToAccumulator(Flowable<ModelData> flowable) {
+        return flowable.map(chunk -> {
+            return new ChatMessageAccumulator(chunk.getChoices().get(0).getDelta(), null, chunk.getChoices().get(0), chunk.getUsage(), chunk.getCreated(), chunk.getId());
+        });
+    }
+}

Datei-Diff unterdrückt, da er zu groß ist
+ 578 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/demo/zhipu/V4Test.java


+ 246 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/demo/zhipu/WebSearchToolsTest.java

@@ -0,0 +1,246 @@
+package org.ruoyi.common.chat.demo.zhipu;
+
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.fasterxml.jackson.core.type.TypeReference;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.zhipu.oapi.ClientV4;
+import com.zhipu.oapi.Constants;
+import com.zhipu.oapi.service.v4.tools.*;
+import org.junit.Test;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.atomic.AtomicReference;
+
+
+
+import com.fasterxml.jackson.annotation.JsonInclude;
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.fasterxml.jackson.databind.DeserializationFeature;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.fasterxml.jackson.databind.PropertyNamingStrategy;
+import com.zhipu.oapi.core.response.HttpxBinaryResponseContent;
+import com.zhipu.oapi.service.v4.batchs.BatchCreateParams;
+import com.zhipu.oapi.service.v4.batchs.BatchResponse;
+import com.zhipu.oapi.service.v4.batchs.QueryBatchResponse;
+import com.zhipu.oapi.service.v4.embedding.EmbeddingApiResponse;
+import com.zhipu.oapi.service.v4.embedding.EmbeddingRequest;
+import com.zhipu.oapi.service.v4.file.*;
+import com.zhipu.oapi.service.v4.fine_turning.*;
+import com.zhipu.oapi.service.v4.image.CreateImageRequest;
+import com.zhipu.oapi.service.v4.image.ImageApiResponse;
+import com.zhipu.oapi.service.v4.model.*;
+import io.reactivex.Flowable;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicBoolean;
+
+
+public class WebSearchToolsTest {
+
+    private final static Logger logger = LoggerFactory.getLogger(WebSearchToolsTest.class);
+    private static final String API_SECRET_KEY = "xx";
+
+    private static final ClientV4 client = new ClientV4.Builder(API_SECRET_KEY)
+            .networkConfig(300, 100, 100, 100, TimeUnit.SECONDS)
+            .connectionPool(new okhttp3.ConnectionPool(8, 1, TimeUnit.SECONDS))
+            .build();
+    private static final ObjectMapper mapper = new ObjectMapper();
+    // 请自定义自己的业务id
+    private static final String requestIdTemplate = "mycompany-%d";
+
+
+    @Test
+    public void test1() throws JsonProcessingException {
+
+//        json 转换  ArrayList<SearchChatMessage>
+        String jsonString = "[\n" +
+                "                {\n" +
+                "                    \"content\": \"今天武汉天气怎么样\",\n" +
+                "                    \"role\": \"user\"\n" +
+                "                }\n" +
+                "            ]";
+
+        ArrayList<SearchChatMessage> messages = new ObjectMapper().readValue(jsonString, new TypeReference<ArrayList<SearchChatMessage>>() {
+        });
+
+
+        String requestId = String.format(requestIdTemplate, System.currentTimeMillis());
+        WebSearchParamsRequest chatCompletionRequest = WebSearchParamsRequest.builder()
+                .model("web-search-pro")
+                .stream(Boolean.TRUE)
+                .messages(messages)
+                .requestId(requestId)
+                .build();
+        WebSearchApiResponse webSearchApiResponse = client.webSearchProStreamingInvoke(chatCompletionRequest);
+        if (webSearchApiResponse.isSuccess()) {
+            AtomicBoolean isFirst = new AtomicBoolean(true);
+            List<ChoiceDelta> choices = new ArrayList<>();
+            AtomicReference<WebSearchPro> lastAccumulator = new AtomicReference<>();
+
+            webSearchApiResponse.getFlowable().map(result -> result)
+                    .doOnNext(accumulator -> {
+                        {
+                            if (isFirst.getAndSet(false)) {
+                                logger.info("Response: ");
+                            }
+                            ChoiceDelta delta = accumulator.getChoices().get(0).getDelta();
+                            if (delta != null && delta.getToolCalls() != null) {
+                                logger.info("tool_calls: {}", mapper.writeValueAsString(delta.getToolCalls()));
+                            }
+                            choices.add(delta);
+                            lastAccumulator.set(accumulator);
+
+                        }
+                    })
+                    .doOnComplete(() -> System.out.println("Stream completed."))
+                    .doOnError(throwable -> System.err.println("Error: " + throwable)) // Handle errors
+                    .blockingSubscribe();// Use blockingSubscribe instead of blockingGet()
+
+            WebSearchPro chatMessageAccumulator = lastAccumulator.get();
+
+            webSearchApiResponse.setFlowable(null);// 打印前置空
+            webSearchApiResponse.setData(chatMessageAccumulator);
+        }
+        logger.info("model output: {}", mapper.writeValueAsString(webSearchApiResponse));
+        client.getConfig().getHttpClient().dispatcher().executorService().shutdown();
+
+        client.getConfig().getHttpClient().connectionPool().evictAll();
+        // List all active threads
+        for (Thread t : Thread.getAllStackTraces().keySet()) {
+            logger.info("Thread: " + t.getName() + " State: " + t.getState());
+        }
+
+    }
+
+
+    @Test
+    public void test2() throws JsonProcessingException {
+
+//        json 转换  ArrayList<SearchChatMessage>
+        String jsonString = "[\n" +
+                "                {\n" +
+                "                    \"content\": \"今天天气怎么样\",\n" +
+                "                    \"role\": \"user\"\n" +
+                "                }\n" +
+                "            ]";
+
+        ArrayList<SearchChatMessage> messages = new ObjectMapper().readValue(jsonString, new TypeReference<ArrayList<SearchChatMessage>>() {
+        });
+
+
+        String requestId = String.format(requestIdTemplate, System.currentTimeMillis());
+        WebSearchParamsRequest chatCompletionRequest = WebSearchParamsRequest.builder()
+                .model("web-search-pro")
+                .stream(Boolean.FALSE)
+                .messages(messages)
+                .requestId(requestId)
+                .build();
+        WebSearchApiResponse webSearchApiResponse = client.invokeWebSearchPro(chatCompletionRequest);
+
+        logger.info("model output: {}", mapper.writeValueAsString(webSearchApiResponse));
+
+    }
+
+
+    @Test
+    public void testFunctionSSE() throws JsonProcessingException {
+        List<ChatMessage> messages = new ArrayList<>();
+        ChatMessage chatMessage = new ChatMessage(ChatMessageRole.USER.value(), "成都到北京要多久,天气如何");
+        messages.add(chatMessage);
+        String requestId = String.format(requestIdTemplate, System.currentTimeMillis());
+        // 函数调用参数构建部分
+        List<ChatTool> chatToolList = new ArrayList<>();
+        ChatTool chatTool = new ChatTool();
+
+        chatTool.setType(ChatToolType.FUNCTION.value());
+        ChatFunctionParameters chatFunctionParameters = new ChatFunctionParameters();
+        chatFunctionParameters.setType("object");
+        Map<String, Object> properties = new HashMap<>();
+        properties.put("location", new HashMap<String, Object>() {{
+            put("type", "string");
+            put("description", "城市,如:北京");
+        }});
+        properties.put("unit", new HashMap<String, Object>() {{
+            put("type", "string");
+            put("enum", new ArrayList<String>() {{
+                add("celsius");
+                add("fahrenheit");
+            }});
+        }});
+        chatFunctionParameters.setProperties(properties);
+        ChatFunction chatFunction = ChatFunction.builder()
+                .name("get_weather")
+                .description("Get the current weather of a location")
+                .parameters(chatFunctionParameters)
+                .build();
+        chatTool.setFunction(chatFunction);
+        chatToolList.add(chatTool);
+        HashMap<String, Object> extraJson = new HashMap<>();
+        extraJson.put("temperature", 0.5);
+        extraJson.put("max_tokens", 50);
+
+        ChatCompletionRequest chatCompletionRequest = ChatCompletionRequest.builder()
+                .model(Constants.ModelChatGLM4)
+                .stream(Boolean.TRUE)
+                .messages(messages)
+                .requestId(requestId)
+                .tools(chatToolList)
+                .toolChoice("auto")
+                .extraJson(extraJson)
+                .build();
+        ModelApiResponse sseModelApiResp = client.invokeModelApi(chatCompletionRequest);
+        if (sseModelApiResp.isSuccess()) {
+            AtomicBoolean isFirst = new AtomicBoolean(true);
+            List<Choice> choices = new ArrayList<>();
+            ChatMessageAccumulator chatMessageAccumulator = mapStreamToAccumulator(sseModelApiResp.getFlowable())
+                    .doOnNext(accumulator -> {
+                        {
+                            if (isFirst.getAndSet(false)) {
+                                logger.info("Response: ");
+                            }
+                            if (accumulator.getDelta() != null && accumulator.getDelta().getTool_calls() != null) {
+                                String jsonString = mapper.writeValueAsString(accumulator.getDelta().getTool_calls());
+                                logger.info("tool_calls: {}", jsonString);
+                            }
+                            if (accumulator.getDelta() != null && accumulator.getDelta().getContent() != null) {
+                                logger.info(accumulator.getDelta().getContent());
+                            }
+                            choices.add(accumulator.getChoice());
+                        }
+                    })
+                    .doOnComplete(System.out::println)
+                    .lastElement()
+                    .blockingGet();
+
+
+            ModelData data = new ModelData();
+            data.setChoices(choices);
+            data.setUsage(chatMessageAccumulator.getUsage());
+            data.setId(chatMessageAccumulator.getId());
+            data.setCreated(chatMessageAccumulator.getCreated());
+            data.setRequestId(chatCompletionRequest.getRequestId());
+            sseModelApiResp.setFlowable(null);// 打印前置空
+            sseModelApiResp.setData(data);
+        }
+        logger.info("model output: {}", mapper.writeValueAsString(sseModelApiResp));
+    }
+
+    public static Flowable<ChatMessageAccumulator> mapStreamToAccumulator(Flowable<ModelData> flowable) {
+        return flowable.map(chunk -> {
+            return new ChatMessageAccumulator(chunk.getChoices().get(0).getDelta(), null, chunk.getChoices().get(0), chunk.getUsage(), chunk.getCreated(), chunk.getId());
+        });
+    }
+
+}

+ 27 - 36
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/entity/chat/Message.java

@@ -2,12 +2,11 @@ package org.ruoyi.common.chat.entity.chat;
 
 import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
 import com.fasterxml.jackson.annotation.JsonInclude;
-import com.fasterxml.jackson.annotation.JsonProperty;
-import lombok.AllArgsConstructor;
 import lombok.Data;
-import lombok.Getter;
+import org.ruoyi.common.chat.entity.chat.tool.ToolCalls;
 
 import java.io.Serializable;
+import java.util.List;
 
 /**
  * 描述:
@@ -18,21 +17,10 @@ import java.io.Serializable;
 @Data
 @JsonInclude(JsonInclude.Include.NON_NULL)
 @JsonIgnoreProperties(ignoreUnknown = true)
-public class Message implements Serializable {
-
-    /**
-     * 目前支持四个中角色参考官网,进行情景输入:
-     * https://platform.openai.com/docs/guides/chat/introduction
-     */
-    private String role;
+public class Message extends BaseMessage implements Serializable {
 
     private Object content;
 
-    private String name;
-
-    @JsonProperty("function_call")
-    private FunctionCall functionCall;
-
     public static Builder builder() {
         return new Builder();
     }
@@ -41,44 +29,37 @@ public class Message implements Serializable {
      * 构造函数
      *
      * @param role         角色
-     * @param content      描述主题信息
      * @param name         name
+     * @param content      content
      * @param functionCall functionCall
      */
-    public Message(String role, String content, String name, FunctionCall functionCall) {
-        this.role = role;
+    public Message(String role, String name, String content, List<ToolCalls> toolCalls, String toolCallId, FunctionCall functionCall) {
         this.content = content;
-        this.name = name;
-        this.functionCall = functionCall;
+        super.setRole(role);
+        super.setName(name);
+        super.setToolCalls(toolCalls);
+        super.setToolCallId(toolCallId);
+        super.setFunctionCall(functionCall);
     }
 
     public Message() {
     }
 
     private Message(Builder builder) {
-        setRole(builder.role);
         setContent(builder.content);
-        setName(builder.name);
-        setFunctionCall(builder.functionCall);
-    }
-
-
-    @Getter
-    @AllArgsConstructor
-    public enum Role {
-
-        SYSTEM("system"),
-        USER("user"),
-        ASSISTANT("assistant"),
-        FUNCTION("function"),
-        ;
-        private String name;
+        super.setRole(builder.role);
+        super.setName(builder.name);
+        super.setFunctionCall(builder.functionCall);
+        super.setToolCalls(builder.toolCalls);
+        super.setToolCallId(builder.toolCallId);
     }
 
     public static final class Builder {
         private String role;
         private String content;
         private String name;
+        private String toolCallId;
+        private List<ToolCalls> toolCalls;
         private FunctionCall functionCall;
 
         public Builder() {
@@ -109,6 +90,16 @@ public class Message implements Serializable {
             return this;
         }
 
+        public Builder toolCalls(List<ToolCalls> toolCalls) {
+            this.toolCalls = toolCalls;
+            return this;
+        }
+
+        public Builder toolCallId(String toolCallId) {
+            this.toolCallId = toolCallId;
+            return this;
+        }
+
         public Message build() {
             return new Message(this);
         }

+ 1 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/entity/chat/ResponseFormat.java

@@ -24,5 +24,6 @@ public class ResponseFormat {
         TEXT("text"),
         ;
         private final String name;
+
     }
 }

+ 2 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/listener/WebSocketEventListener.java

@@ -75,6 +75,8 @@ public class WebSocketEventListener extends EventSourceListener {
             return;
         }
         ResponseBody body = response.body();
+
+
         if (Objects.nonNull(body)) {
             // 返回非流式回复内容
             if(response.code() == OpenAIConst.SUCCEED_CODE){

+ 88 - 3
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/openai/OpenAiClient.java

@@ -2,6 +2,7 @@ package org.ruoyi.common.chat.openai;
 
 import cn.hutool.core.collection.CollectionUtil;
 import cn.hutool.core.util.StrUtil;
+import cn.hutool.json.JSONUtil;
 import io.reactivex.Single;
 import lombok.Getter;
 import lombok.extern.slf4j.Slf4j;
@@ -12,9 +13,7 @@ import okhttp3.RequestBody;
 import org.ruoyi.common.chat.constant.OpenAIConst;
 import org.ruoyi.common.chat.entity.billing.BillingUsage;
 import org.ruoyi.common.chat.entity.billing.Subscription;
-import org.ruoyi.common.chat.entity.chat.ChatCompletion;
-import org.ruoyi.common.chat.entity.chat.ChatCompletionResponse;
-import org.ruoyi.common.chat.entity.chat.Message;
+import org.ruoyi.common.chat.entity.chat.*;
 import org.ruoyi.common.chat.entity.common.DeleteResponse;
 import org.ruoyi.common.chat.entity.common.OpenAiResponse;
 import org.ruoyi.common.chat.entity.completions.Completion;
@@ -43,6 +42,8 @@ import org.ruoyi.common.chat.openai.function.KeyStrategyFunction;
 import org.ruoyi.common.chat.openai.interceptor.DefaultOpenAiAuthInterceptor;
 import org.ruoyi.common.chat.openai.interceptor.DynamicKeyOpenAiAuthInterceptor;
 import org.ruoyi.common.chat.openai.interceptor.OpenAiAuthInterceptor;
+import org.ruoyi.common.chat.openai.plugin.PluginAbstract;
+import org.ruoyi.common.chat.openai.plugin.PluginParam;
 import org.ruoyi.common.core.exception.base.BaseException;
 import org.jetbrains.annotations.NotNull;
 import retrofit2.Retrofit;
@@ -696,6 +697,90 @@ public class OpenAiClient {
         return whisperResponse.blockingGet();
     }
 
+    /**
+     * 插件问答简易版
+     * 默认取messages最后一个元素构建插件对话
+     * 默认模型:ChatCompletion.Model.GPT_3_5_TURBO_16K_0613
+     *
+     * @param chatCompletion 参数
+     * @param plugin         插件
+     * @param <R>            插件自定义函数的请求值
+     * @param <T>            插件自定义函数的返回值
+     * @return ChatCompletionResponse
+     */
+    public <R extends PluginParam, T> ChatCompletionResponse chatCompletionWithPlugin(ChatCompletion chatCompletion, PluginAbstract<R, T> plugin) {
+        if (Objects.isNull(plugin)) {
+            return this.chatCompletion(chatCompletion);
+        }
+        if (CollectionUtil.isEmpty(chatCompletion.getMessages())) {
+            throw new BaseException(CommonError.MESSAGE_NOT_NUL.msg());
+        }
+        List<Message> messages = chatCompletion.getMessages();
+        Functions functions = Functions.builder()
+                .name(plugin.getFunction())
+                .description(plugin.getDescription())
+                .parameters(plugin.getParameters())
+                .build();
+        //没有值,设置默认值
+        if (Objects.isNull(chatCompletion.getFunctionCall())) {
+            chatCompletion.setFunctionCall("auto");
+        }
+        //tip: 覆盖自己设置的functions参数,使用plugin构造的functions
+        chatCompletion.setFunctions(Collections.singletonList(functions));
+        //调用OpenAi
+        ChatCompletionResponse functionCallChatCompletionResponse = this.chatCompletion(chatCompletion);
+        ChatChoice chatChoice = functionCallChatCompletionResponse.getChoices().get(0);
+        log.debug("构造的方法值:{}", chatChoice.getMessage().getFunctionCall());
+
+        R realFunctionParam = (R) JSONUtil.toBean(chatChoice.getMessage().getFunctionCall().getArguments(), plugin.getR());
+        T tq = plugin.func(realFunctionParam);
+
+        FunctionCall functionCall = FunctionCall.builder()
+                .arguments(chatChoice.getMessage().getFunctionCall().getArguments())
+                .name(plugin.getFunction())
+                .build();
+        messages.add(Message.builder().role(Message.Role.ASSISTANT).content("function_call").functionCall(functionCall).build());
+        messages.add(Message.builder().role(Message.Role.FUNCTION).name(plugin.getFunction()).content(plugin.content(tq)).build());
+        //设置第二次,请求的参数
+        chatCompletion.setFunctionCall(null);
+        chatCompletion.setFunctions(null);
+
+        ChatCompletionResponse chatCompletionResponse = this.chatCompletion(chatCompletion);
+        log.debug("自定义的方法返回值:{}", chatCompletionResponse.getChoices());
+        return chatCompletionResponse;
+    }
+
+    /**
+     * 插件问答简易版
+     * 默认取messages最后一个元素构建插件对话
+     * 默认模型:ChatCompletion.Model.GPT_3_5_TURBO_16K_0613
+     *
+     * @param messages 问答参数
+     * @param plugin   插件
+     * @param <R>      插件自定义函数的请求值
+     * @param <T>      插件自定义函数的返回值
+     * @return ChatCompletionResponse
+     */
+    public <R extends PluginParam, T> ChatCompletionResponse chatCompletionWithPlugin(List<Message> messages, PluginAbstract<R, T> plugin) {
+        return chatCompletionWithPlugin(messages, ChatCompletion.Model.GPT_3_5_TURBO_16K_0613.getName(), plugin);
+    }
+
+    /**
+     * 插件问答简易版
+     * 默认取messages最后一个元素构建插件对话
+     *
+     * @param messages 问答参数
+     * @param model    模型
+     * @param plugin   插件
+     * @param <R>      插件自定义函数的请求值
+     * @param <T>      插件自定义函数的返回值
+     * @return ChatCompletionResponse
+     */
+    public <R extends PluginParam, T> ChatCompletionResponse chatCompletionWithPlugin(List<Message> messages, String model, PluginAbstract<R, T> plugin) {
+        ChatCompletion chatCompletion = ChatCompletion.builder().messages(messages).model(model).build();
+        return this.chatCompletionWithPlugin(chatCompletion, plugin);
+    }
+
     /**
      * 简易版 语音翻译:目前仅支持翻译为英文
      *

+ 183 - 4
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/openai/OpenAiStreamClient.java

@@ -3,6 +3,7 @@ package org.ruoyi.common.chat.openai;
 import cn.hutool.core.collection.CollectionUtil;
 import cn.hutool.core.util.StrUtil;
 import cn.hutool.http.ContentType;
+import cn.hutool.json.JSONUtil;
 import com.fasterxml.jackson.databind.ObjectMapper;
 import io.reactivex.Single;
 import lombok.Getter;
@@ -17,10 +18,7 @@ import org.ruoyi.common.chat.entity.Tts.TextToSpeech;
 import org.ruoyi.common.chat.entity.billing.BillingUsage;
 import org.ruoyi.common.chat.entity.billing.KeyInfo;
 import org.ruoyi.common.chat.entity.billing.Subscription;
-import org.ruoyi.common.chat.entity.chat.BaseChatCompletion;
-import org.ruoyi.common.chat.entity.chat.ChatCompletion;
-import org.ruoyi.common.chat.entity.chat.ChatCompletionResponse;
-import org.ruoyi.common.chat.entity.chat.ChatCompletionWithPicture;
+import org.ruoyi.common.chat.entity.chat.*;
 import org.ruoyi.common.chat.entity.embeddings.Embedding;
 import org.ruoyi.common.chat.entity.embeddings.EmbeddingResponse;
 import org.ruoyi.common.chat.entity.files.UploadFileResponse;
@@ -29,6 +27,7 @@ import org.ruoyi.common.chat.entity.images.ImageResponse;
 import org.ruoyi.common.chat.entity.models.Model;
 import org.ruoyi.common.chat.entity.models.ModelResponse;
 import org.ruoyi.common.chat.entity.whisper.Transcriptions;
+import org.ruoyi.common.chat.entity.whisper.Translations;
 import org.ruoyi.common.chat.entity.whisper.WhisperResponse;
 import org.ruoyi.common.chat.openai.exception.CommonError;
 import org.ruoyi.common.chat.openai.function.KeyRandomStrategy;
@@ -36,6 +35,10 @@ import org.ruoyi.common.chat.openai.function.KeyStrategyFunction;
 import org.ruoyi.common.chat.openai.interceptor.DefaultOpenAiAuthInterceptor;
 import org.ruoyi.common.chat.openai.interceptor.DynamicKeyOpenAiAuthInterceptor;
 import org.ruoyi.common.chat.openai.interceptor.OpenAiAuthInterceptor;
+import org.ruoyi.common.chat.openai.plugin.PluginAbstract;
+import org.ruoyi.common.chat.openai.plugin.PluginParam;
+import org.ruoyi.common.chat.sse.DefaultPluginListener;
+import org.ruoyi.common.chat.sse.PluginListener;
 import org.ruoyi.common.core.exception.base.BaseException;
 import org.jetbrains.annotations.NotNull;
 import retrofit2.Call;
@@ -186,6 +189,93 @@ public class OpenAiStreamClient {
         }
     }
 
+    /**
+     * 插件问答简易版
+     * 默认取messages最后一个元素构建插件对话
+     * 默认模型:ChatCompletion.Model.GPT_3_5_TURBO_16K_0613
+     *
+     * @param chatCompletion            参数
+     * @param eventSourceListener       sse监听器
+     * @param pluginEventSourceListener 插件sse监听器,收集function call返回信息
+     * @param plugin                    插件
+     * @param <R>                       插件自定义函数的请求值
+     * @param <T>                       插件自定义函数的返回值
+     */
+    public <R extends PluginParam, T> void streamChatCompletionWithPlugin(ChatCompletion chatCompletion, EventSourceListener eventSourceListener, PluginListener pluginEventSourceListener, PluginAbstract<R, T> plugin) {
+        if (Objects.isNull(plugin)) {
+            this.streamChatCompletion(chatCompletion, eventSourceListener);
+            return;
+        }
+        if (CollectionUtil.isEmpty(chatCompletion.getMessages())) {
+            throw new BaseException(CommonError.MESSAGE_NOT_NUL.msg());
+        }
+        Functions functions = Functions.builder()
+                .name(plugin.getFunction())
+                .description(plugin.getDescription())
+                .parameters(plugin.getParameters())
+                .build();
+        //没有值,设置默认值
+        if (Objects.isNull(chatCompletion.getFunctionCall())) {
+            chatCompletion.setFunctionCall("auto");
+        }
+        //tip: 覆盖自己设置的functions参数,使用plugin构造的functions
+        chatCompletion.setFunctions(Collections.singletonList(functions));
+        //调用OpenAi
+        if (Objects.isNull(pluginEventSourceListener)) {
+            pluginEventSourceListener = new DefaultPluginListener(this, eventSourceListener, plugin, chatCompletion);
+        }
+        this.streamChatCompletion(chatCompletion, pluginEventSourceListener);
+    }
+
+
+    /**
+     * 插件问答简易版
+     * 默认取messages最后一个元素构建插件对话
+     * 默认模型:ChatCompletion.Model.GPT_3_5_TURBO_16K_0613
+     *
+     * @param chatCompletion      参数
+     * @param eventSourceListener sse监听器
+     * @param plugin              插件
+     * @param <R>                 插件自定义函数的请求值
+     * @param <T>                 插件自定义函数的返回值
+     */
+    public <R extends PluginParam, T> void streamChatCompletionWithPlugin(ChatCompletion chatCompletion, EventSourceListener eventSourceListener, PluginAbstract<R, T> plugin) {
+        PluginListener pluginEventSourceListener = new DefaultPluginListener(this, eventSourceListener, plugin, chatCompletion);
+        this.streamChatCompletionWithPlugin(chatCompletion, eventSourceListener, pluginEventSourceListener, plugin);
+    }
+
+
+    /**
+     * 插件问答简易版
+     * 默认取messages最后一个元素构建插件对话
+     * 默认模型:ChatCompletion.Model.GPT_3_5_TURBO_16K_0613
+     *
+     * @param messages            问答参数
+     * @param eventSourceListener sse监听器
+     * @param plugin              插件
+     * @param <R>                 插件自定义函数的请求值
+     * @param <T>                 插件自定义函数的返回值
+     */
+    public <R extends PluginParam, T> void streamChatCompletionWithPlugin(List<Message> messages, EventSourceListener eventSourceListener, PluginAbstract<R, T> plugin) {
+        this.streamChatCompletionWithPlugin(messages, ChatCompletion.Model.GPT_3_5_TURBO_16K_0613.getName(), eventSourceListener, plugin);
+    }
+
+    /**
+     * 插件问答简易版
+     * 默认取messages最后一个元素构建插件对话
+     *
+     * @param messages            问答参数
+     * @param model               模型
+     * @param eventSourceListener eventSourceListener
+     * @param plugin              插件
+     * @param <R>                 插件自定义函数的请求值
+     * @param <T>                 插件自定义函数的返回值
+     */
+    public <R extends PluginParam, T> void streamChatCompletionWithPlugin(List<Message> messages, String model, EventSourceListener eventSourceListener, PluginAbstract<R, T> plugin) {
+        ChatCompletion chatCompletion = ChatCompletion.builder().messages(messages).model(model).build();
+        this.streamChatCompletionWithPlugin(chatCompletion, eventSourceListener, plugin);
+    }
+
 
     /**
      * 根据描述生成图片
@@ -418,6 +508,95 @@ public class OpenAiStreamClient {
         }
     }
 
+    /**
+     * 插件问答简易版
+     * 默认取messages最后一个元素构建插件对话
+     * 默认模型:ChatCompletion.Model.GPT_3_5_TURBO_16K_0613
+     *
+     * @param chatCompletion 参数
+     * @param plugin         插件
+     * @param <R>            插件自定义函数的请求值
+     * @param <T>            插件自定义函数的返回值
+     * @return ChatCompletionResponse
+     */
+    public <R extends PluginParam, T> ChatCompletionResponse chatCompletionWithPlugin(ChatCompletion chatCompletion, PluginAbstract<R, T> plugin) {
+        if (Objects.isNull(plugin)) {
+            return this.chatCompletion(chatCompletion);
+        }
+        if (CollectionUtil.isEmpty(chatCompletion.getMessages())) {
+            throw new BaseException(CommonError.MESSAGE_NOT_NUL.msg());
+        }
+        List<Message> messages = chatCompletion.getMessages();
+        Functions functions = Functions.builder()
+                .name(plugin.getFunction())
+                .description(plugin.getDescription())
+                .parameters(plugin.getParameters())
+                .build();
+        //没有值,设置默认值
+        if (Objects.isNull(chatCompletion.getFunctionCall())) {
+            chatCompletion.setFunctionCall("auto");
+        }
+        //tip: 覆盖自己设置的functions参数,使用plugin构造的functions
+        chatCompletion.setFunctions(Collections.singletonList(functions));
+        //调用OpenAi
+        ChatCompletionResponse functionCallChatCompletionResponse = this.chatCompletion(chatCompletion);
+        ChatChoice chatChoice = functionCallChatCompletionResponse.getChoices().get(0);
+        log.debug("构造的方法值:{}", chatChoice.getMessage().getFunctionCall());
+
+        R realFunctionParam = (R) JSONUtil.toBean(chatChoice.getMessage().getFunctionCall().getArguments(), plugin.getR());
+        T tq = plugin.func(realFunctionParam);
+
+        FunctionCall functionCall = FunctionCall.builder()
+                .arguments(chatChoice.getMessage().getFunctionCall().getArguments())
+                .name(plugin.getFunction())
+                .build();
+        messages.add(Message.builder().role(Message.Role.ASSISTANT).content("function_call").functionCall(functionCall).build());
+        messages.add(Message.builder().role(Message.Role.FUNCTION).name(plugin.getFunction()).content(plugin.content(tq)).build());
+        //设置第二次,请求的参数
+        chatCompletion.setFunctionCall(null);
+        chatCompletion.setFunctions(null);
+
+        ChatCompletionResponse chatCompletionResponse = this.chatCompletion(chatCompletion);
+        log.debug("自定义的方法返回值:{}", chatCompletionResponse.getChoices());
+        return chatCompletionResponse;
+    }
+
+    /**
+     * 插件问答简易版
+     * 默认取messages最后一个元素构建插件对话
+     * 默认模型:ChatCompletion.Model.GPT_3_5_TURBO_16K_0613
+     *
+     * @param messages 问答参数
+     * @param plugin   插件
+     * @param <R>      插件自定义函数的请求值
+     * @param <T>      插件自定义函数的返回值
+     * @return ChatCompletionResponse
+     */
+    public <R extends PluginParam, T> ChatCompletionResponse chatCompletionWithPlugin(List<Message> messages, PluginAbstract<R, T> plugin) {
+        return chatCompletionWithPlugin(messages, ChatCompletion.Model.GPT_3_5_TURBO_16K_0613.getName(), plugin);
+    }
+
+    /**
+     * 插件问答简易版
+     * 默认取messages最后一个元素构建插件对话
+     *
+     * @param messages 问答参数
+     * @param model    模型
+     * @param plugin   插件
+     * @param <R>      插件自定义函数的请求值
+     * @param <T>      插件自定义函数的返回值
+     * @return ChatCompletionResponse
+     */
+    public <R extends PluginParam, T> ChatCompletionResponse chatCompletionWithPlugin(List<Message> messages, String model, PluginAbstract<R, T> plugin) {
+        ChatCompletion chatCompletion = ChatCompletion.builder().messages(messages).model(model).build();
+        return this.chatCompletionWithPlugin(chatCompletion, plugin);
+    }
+
+
+
+
+
+
 
     /**
      * 构造

+ 3 - 2
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/openai/exception/CommonError.java

@@ -7,6 +7,7 @@ package org.ruoyi.common.chat.openai.exception;
  *  2023-02-11
  */
 public enum CommonError implements IError {
+    MESSAGE_NOT_NUL(500, "Message 不能为空"),
     API_KEYS_NOT_NUL(500, "API KEYS 不能为空"),
     NO_ACTIVE_API_KEYS(500, "没有可用的API KEYS"),
     SYS_ERROR(500, "系统繁忙"),
@@ -19,8 +20,8 @@ public enum CommonError implements IError {
     ;
 
 
-    private int code;
-    private String msg;
+    private final int code;
+    private final String msg;
 
     CommonError(int code, String msg) {
         this.code = code;

+ 88 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/openai/plugin/PluginAbstract.java

@@ -0,0 +1,88 @@
+package org.ruoyi.common.chat.openai.plugin;
+
+import cn.hutool.core.collection.CollectionUtil;
+import cn.hutool.json.JSONObject;
+import com.fasterxml.jackson.annotation.JsonIgnore;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import org.ruoyi.common.chat.entity.chat.Parameters;
+
+import java.util.List;
+import java.util.stream.Collectors;
+
+@Data
+@AllArgsConstructor
+public abstract class PluginAbstract<R extends PluginParam, T> {
+
+    private Class<?> R;
+
+    private String name;
+
+    private String function;
+
+    private String description;
+
+    private List<Arg> args;
+
+    private List<String> required;
+
+    private Parameters parameters;
+
+    public PluginAbstract(Class<?> r) {
+        R = r;
+    }
+
+    public void setRequired(List<String> required) {
+        if (CollectionUtil.isEmpty(required)) {
+            this.required = this.getArgs().stream().filter(e -> e.isRequired()).map(Arg::getName).collect(Collectors.toList());
+            return;
+        }
+        this.required = required;
+    }
+
+    private void setRequired() {
+        if (CollectionUtil.isEmpty(required)) {
+            this.required = this.getArgs().stream().filter(e -> e.isRequired()).map(Arg::getName).collect(Collectors.toList());
+        }
+    }
+
+    private void setParameters() {
+        JSONObject properties = new JSONObject();
+        args.forEach(e -> {
+            JSONObject param = new JSONObject();
+            param.putOpt("type", e.getType());
+            param.putOpt("enum", e.getEnumDictValue());
+            param.putOpt("description", e.getDescription());
+            properties.putOpt(e.getName(), param);
+        });
+        this.parameters = Parameters.builder()
+                .type("object")
+                .properties(properties)
+                .required(this.getRequired())
+                .build();
+    }
+
+    public void setArgs(List<Arg> args) {
+        this.args = args;
+        setRequired();
+        setParameters();
+    }
+
+    @Data
+    public static class Arg {
+        private String name;
+        private String type;
+        private String description;
+        @JsonIgnore
+        private boolean enumDict;
+        @JsonProperty("enum")
+        private List<String> enumDictValue;
+        @JsonIgnore
+        private boolean required;
+    }
+
+    public abstract T func(R args);
+
+    public abstract String content(T t);
+}

+ 7 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/openai/plugin/PluginParam.java

@@ -0,0 +1,7 @@
+package org.ruoyi.common.chat.openai.plugin;
+
+import lombok.Data;
+
+@Data
+public class PluginParam {
+}

+ 36 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/plugin/CmdPlugin.java

@@ -0,0 +1,36 @@
+package org.ruoyi.common.chat.plugin;
+
+import org.ruoyi.common.chat.openai.plugin.PluginAbstract;
+
+import java.io.IOException;
+
+public class CmdPlugin extends PluginAbstract<CmdReq, CmdResp> {
+
+    public CmdPlugin(Class<?> r) {
+        super(r);
+    }
+
+    @Override
+    public CmdResp func(CmdReq args) {
+        try {
+            if("计算器".equals(args.getCmd())){
+                Runtime.getRuntime().exec("calc");
+            }else if("记事本".equals(args.getCmd())){
+                Runtime.getRuntime().exec("notepad");
+            }else if("命令行".equals(args.getCmd())){
+                String [] cmd={"cmd","/C","start copy exel exe2"};
+                Runtime.getRuntime().exec(cmd);
+            }
+        } catch (IOException e) {
+           throw new RuntimeException("指令执行失败");
+        }
+        CmdResp resp = new CmdResp();
+        resp.setResult(args.getCmd()+"指令执行成功!");
+        return resp;
+    }
+
+    @Override
+    public String content(CmdResp resp) {
+        return resp.getResult();
+    }
+}

+ 13 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/plugin/CmdReq.java

@@ -0,0 +1,13 @@
+package org.ruoyi.common.chat.plugin;
+
+
+import lombok.Data;
+import org.ruoyi.common.chat.openai.plugin.PluginParam;
+
+@Data
+public class CmdReq extends PluginParam {
+    /**
+     * 指令
+     */
+    private String cmd;
+}

+ 12 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/plugin/CmdResp.java

@@ -0,0 +1,12 @@
+package org.ruoyi.common.chat.plugin;
+
+import lombok.Data;
+
+@Data
+public class CmdResp {
+
+    /**
+     * 返回结果
+     */
+    private String result;
+}

+ 88 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/plugin/SqlPlugin.java

@@ -0,0 +1,88 @@
+package org.ruoyi.common.chat.plugin;
+
+import org.ruoyi.common.chat.openai.plugin.PluginAbstract;
+
+import java.sql.*;
+
+/**
+ * @author ageer
+ */
+public class SqlPlugin extends PluginAbstract<SqlReq, SqlResp> {
+
+    public SqlPlugin(Class<?> r) {
+        super(r);
+    }
+
+
+
+    @Override
+    public SqlResp func(SqlReq args) {
+        SqlResp resp = new SqlResp();
+        resp.setUserBalance(getBalance(args.getUsername()));
+        return resp;
+    }
+
+    @Override
+    public String content(SqlResp resp) {
+        return  "用户余额:"+resp.getUserBalance();
+    }
+
+
+    public String getBalance(String userName) {
+        // MySQL 8.0 以下版本 - JDBC 驱动名及数据库 URL
+        String JDBC_DRIVER = "com.mysql.cj.jdbc.Driver";
+        String DB_URL = "jdbc:mysql://43.139.70.230:3306/ry-vue";
+        // 数据库的用户名与密码,需要根据自己的设置
+        String USER = "ry-vue";
+        String PASS = "BXZiGsY35K523Xfx";
+        Connection conn = null;
+        Statement stmt = null;
+        String balance = "0.1";
+
+        try{
+            // 注册 JDBC 驱动
+            Class.forName(JDBC_DRIVER);
+
+            // 打开链接
+            System.out.println("连接数据库...");
+            conn = DriverManager.getConnection(DB_URL,USER,PASS);
+
+            // 执行查询
+            System.out.println(" 实例化Statement对象...");
+            stmt = conn.createStatement();
+            String sql;
+            sql = "SELECT user_balance FROM sys_user where user_name ='" + userName + "'";
+            ResultSet rs = stmt.executeQuery(sql);
+            // 展开结果集数据库
+            while(rs.next()){
+                // 通过字段检索
+                balance = rs.getString("user_balance");
+                // 输出数据
+                System.out.print("余额: " + balance);
+                System.out.print("\n");
+            }
+            // 完成后关闭
+            rs.close();
+            stmt.close();
+            conn.close();
+        }catch(SQLException se){
+            // 处理 JDBC 错误
+            se.printStackTrace();
+        }catch(Exception e){
+            // 处理 Class.forName 错误
+            e.printStackTrace();
+        }finally{
+            // 关闭资源
+            try{
+                if(stmt!=null) stmt.close();
+            }catch(SQLException se2){
+            }// 什么都不做
+            try{
+                if(conn!=null) conn.close();
+            }catch(SQLException se){
+                se.printStackTrace();
+            }
+        }
+       return balance;
+    }
+}

+ 13 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/plugin/SqlReq.java

@@ -0,0 +1,13 @@
+package org.ruoyi.common.chat.plugin;
+
+
+import lombok.Data;
+import org.ruoyi.common.chat.openai.plugin.PluginParam;
+
+@Data
+public class SqlReq extends PluginParam {
+    /**
+     * 用户名称
+     */
+    private String username;
+}

+ 12 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/plugin/SqlResp.java

@@ -0,0 +1,12 @@
+package org.ruoyi.common.chat.plugin;
+
+import lombok.Data;
+
+@Data
+public class SqlResp {
+
+    /**
+     * 用户余额
+     */
+    private String userBalance;
+}

+ 56 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/sse/ConsoleEventSourceListener.java

@@ -0,0 +1,56 @@
+package org.ruoyi.common.chat.sse;
+
+import lombok.SneakyThrows;
+import lombok.extern.slf4j.Slf4j;
+import okhttp3.Response;
+import okhttp3.ResponseBody;
+import okhttp3.sse.EventSource;
+import okhttp3.sse.EventSourceListener;
+
+import java.util.Objects;
+
+/**
+ * 描述: sse
+ *
+ * @author https:www.unfbx.com
+ * 2023-02-28
+ */
+@Slf4j
+public class ConsoleEventSourceListener extends EventSourceListener {
+
+    @Override
+    public void onOpen(EventSource eventSource, Response response) {
+        log.info("OpenAI建立sse连接...");
+    }
+
+    @Override
+    public void onEvent(EventSource eventSource, String id, String type, String data) {
+        log.info("OpenAI返回数据:{}", data);
+        if ("[DONE]".equals(data)) {
+            log.info("OpenAI返回数据结束了");
+            return;
+        }
+    }
+
+    @Override
+    public void onClosed(EventSource eventSource) {
+        log.info("OpenAI关闭sse连接...");
+    }
+
+    @SneakyThrows
+    @Override
+    public void onFailure(EventSource eventSource, Throwable t, Response response) {
+        if(Objects.isNull(response)){
+            log.error("OpenAI  sse连接异常:{}", t);
+            eventSource.cancel();
+            return;
+        }
+        ResponseBody body = response.body();
+        if (Objects.nonNull(body)) {
+            log.error("OpenAI  sse连接异常data:{},异常:{}", body.string(), t);
+        } else {
+            log.error("OpenAI  sse连接异常data:{},异常:{}", response, t);
+        }
+        eventSource.cancel();
+    }
+}

+ 22 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/sse/DefaultPluginListener.java

@@ -0,0 +1,22 @@
+package org.ruoyi.common.chat.sse;
+
+import lombok.extern.slf4j.Slf4j;
+
+import okhttp3.sse.EventSourceListener;
+import org.ruoyi.common.chat.entity.chat.ChatCompletion;
+import org.ruoyi.common.chat.openai.OpenAiStreamClient;
+import org.ruoyi.common.chat.openai.plugin.PluginAbstract;
+
+/**
+ * 描述: 插件开发返回信息收集sse监听器
+ *
+ * @author https:www.unfbx.com
+ * 2023-08-18
+ */
+@Slf4j
+public class DefaultPluginListener extends PluginListener {
+
+    public DefaultPluginListener(OpenAiStreamClient client, EventSourceListener eventSourceListener, PluginAbstract plugin, ChatCompletion chatCompletion) {
+        super(client, eventSourceListener, plugin, chatCompletion);
+    }
+}

+ 126 - 0
ruoyi-common/ruoyi-common-chat/src/main/java/org/ruoyi/common/chat/sse/PluginListener.java

@@ -0,0 +1,126 @@
+package org.ruoyi.common.chat.sse;
+
+import cn.hutool.json.JSONUtil;
+import lombok.SneakyThrows;
+import lombok.extern.slf4j.Slf4j;
+import okhttp3.Response;
+import okhttp3.ResponseBody;
+import okhttp3.sse.EventSource;
+import okhttp3.sse.EventSourceListener;
+import org.jetbrains.annotations.NotNull;
+import org.ruoyi.common.chat.constant.OpenAIConst;
+import org.ruoyi.common.chat.entity.chat.ChatCompletion;
+import org.ruoyi.common.chat.entity.chat.ChatCompletionResponse;
+import org.ruoyi.common.chat.entity.chat.FunctionCall;
+import org.ruoyi.common.chat.entity.chat.Message;
+import org.ruoyi.common.chat.openai.OpenAiStreamClient;
+import org.ruoyi.common.chat.openai.plugin.PluginAbstract;
+import org.ruoyi.common.chat.openai.plugin.PluginParam;
+
+import java.util.Objects;
+
+/**
+ * 描述: 插件开发返回信息收集sse监听器
+ *
+ * @author https:www.unfbx.com
+ * 2023-08-18
+ */
+@Slf4j
+public abstract class PluginListener<R extends PluginParam, T> extends EventSourceListener {
+    /**
+     * openAi插件构建的参数
+     */
+    private String arguments = "";
+
+    /**
+     * 获取openAi插件构建的参数
+     *
+     * @return arguments
+     */
+    private String getArguments() {
+        return this.arguments;
+    }
+
+    private OpenAiStreamClient client;
+    private EventSourceListener eventSourceListener;
+    private PluginAbstract<R, T> plugin;
+    private ChatCompletion chatCompletion;
+
+    /**
+     * 构造方法必备四个元素
+     *
+     * @param client              OpenAiStreamClient
+     * @param eventSourceListener 处理真实第二次sse请求的自定义监听
+     * @param plugin              插件信息
+     * @param chatCompletion      请求参数
+     */
+    public PluginListener(OpenAiStreamClient client, EventSourceListener eventSourceListener, PluginAbstract<R, T> plugin, ChatCompletion chatCompletion) {
+        this.client = client;
+        this.eventSourceListener = eventSourceListener;
+        this.plugin = plugin;
+        this.chatCompletion = chatCompletion;
+    }
+
+    /**
+     * sse关闭后处理,第二次请求方法
+     */
+    public void onClosedAfter() {
+        log.debug("构造的方法值:{}", getArguments());
+
+        R realFunctionParam = (R) JSONUtil.toBean(getArguments(), plugin.getR());
+        T tq = plugin.func(realFunctionParam);
+
+        FunctionCall functionCall = FunctionCall.builder()
+                .arguments(getArguments())
+                .name(plugin.getFunction())
+                .build();
+        chatCompletion.getMessages().add(Message.builder().role(Message.Role.ASSISTANT).content("function_call").functionCall(functionCall).build());
+        chatCompletion.getMessages().add(Message.builder().role(Message.Role.FUNCTION).name(plugin.getFunction()).content(plugin.content(tq)).build());
+        //设置第二次,请求的参数
+        chatCompletion.setFunctionCall(null);
+        chatCompletion.setFunctions(null);
+        client.streamChatCompletion(chatCompletion, eventSourceListener);
+    }
+
+    @SneakyThrows
+    @Override
+    public final void onEvent(@NotNull EventSource eventSource, String id, String type, String data) {
+        log.debug("插件开发返回信息收集sse监听器返回数据:{}", data);
+        if ("[DONE]".equals(data)) {
+            log.debug("插件开发返回信息收集sse监听器返回数据结束了");
+            return;
+        }
+        ChatCompletionResponse chatCompletionResponse = JSONUtil.toBean(data, ChatCompletionResponse.class);
+        if (Objects.nonNull(chatCompletionResponse.getChoices().get(0).getDelta().getFunctionCall())) {
+            this.arguments += chatCompletionResponse.getChoices().get(0).getDelta().getFunctionCall().getArguments();
+        }
+    }
+
+    @Override
+    public final void onClosed(EventSource eventSource) {
+        log.debug("插件开发返回信息收集sse监听器关闭连接...");
+        this.onClosedAfter();
+    }
+
+    @Override
+    public void onOpen(EventSource eventSource, Response response) {
+        log.debug("插件开发返回信息收集sse监听器建立连接...");
+    }
+
+    @SneakyThrows
+    @Override
+    public void onFailure(EventSource eventSource, Throwable t, Response response) {
+        if (Objects.isNull(response)) {
+            log.error("插件开发返回信息收集sse监听器,连接异常:{}", t);
+            eventSource.cancel();
+            return;
+        }
+        ResponseBody body = response.body();
+        if (Objects.nonNull(body)) {
+            log.error("插件开发返回信息收集sse监听器,连接异常data:{},异常:{}", body.string(), t);
+        } else {
+            log.error("插件开发返回信息收集sse监听器,连接异常data:{},异常:{}", response, t);
+        }
+        eventSource.cancel();
+    }
+}

+ 7 - 0
ruoyi-common/ruoyi-common-core/src/main/java/org/ruoyi/common/core/service/UserService.java

@@ -15,4 +15,11 @@ public interface UserService {
      */
     String selectUserNameById(Long userId);
 
+    /**
+     * 通过用户名称查询余额
+     *
+     * @param userName
+     * @return
+     */
+    String selectUserByName(String userName);
 }

+ 3 - 0
ruoyi-modules/ruoyi-knowledge/pom.xml

@@ -83,6 +83,9 @@
             <scope>runtime</scope>
             <optional>true</optional>
         </dependency>
+
+
+
         <dependency>
             <groupId>com.mysql</groupId>
             <artifactId>mysql-connector-j</artifactId>

+ 2 - 2
ruoyi-modules/ruoyi-knowledge/src/main/java/org/ruoyi/knowledge/chain/vectorstore/MilvusVectorStore.java

@@ -41,13 +41,13 @@ public class MilvusVectorStore implements VectorStore{
     @Resource
     private ConfigService configService;
 
-    // @PostConstruct
+    @PostConstruct
     public void loadConfig() {
         this.dimension = Integer.parseInt(configService.getConfigValue("milvus", "dimension"));
         this.collectionName = configService.getConfigValue("milvus", "collection");
     }
 
-    //@PostConstruct
+    @PostConstruct
     public void init(){
         String milvusHost = configService.getConfigValue("milvus", "host");
         String milvausPort = configService.getConfigValue("milvus", "port");

+ 9 - 4
ruoyi-modules/ruoyi-knowledge/src/main/java/org/ruoyi/knowledge/chain/vectorstore/VectorStore.java

@@ -6,11 +6,16 @@ import java.util.List;
  * 向量存储
  */
 public interface VectorStore {
-    void storeEmbeddings(List<String> chunkList,List<List<Double>> vectorList, String kid, String docId,List<String> fidList);
-    void removeByDocId(String kid,String docId);
+
+    void storeEmbeddings(List<String> chunkList, List<List<Double>> vectorList, String kid, String docId, List<String> fidList);
+
+    void removeByDocId(String kid, String docId);
+
     void removeByKid(String kid);
-    List<String> nearest(List<Double> queryVector,String kid);
-    List<String> nearest(String query,String kid);
+
+    List<String> nearest(List<Double> queryVector, String kid);
+
+    List<String> nearest(String query, String kid);
 
     void newSchema(String kid);
 

+ 14 - 11
ruoyi-modules/ruoyi-knowledge/src/main/java/org/ruoyi/knowledge/chain/vectorstore/VectorStoreFactory.java

@@ -1,32 +1,35 @@
 package org.ruoyi.knowledge.chain.vectorstore;
 
+import jakarta.annotation.Resource;
 import lombok.extern.slf4j.Slf4j;
-import org.springframework.beans.factory.annotation.Value;
+import org.ruoyi.knowledge.domain.vo.KnowledgeInfoVo;
+import org.ruoyi.knowledge.mapper.KnowledgeInfoMapper;
 import org.springframework.stereotype.Component;
 
 @Component
 @Slf4j
 public class VectorStoreFactory {
 
-    private final String type = "weaviate";
-
     private final WeaviateVectorStore weaviateVectorStore;
 
     private final MilvusVectorStore milvusVectorStore;
 
+    @Resource
+    private KnowledgeInfoMapper knowledgeInfoMapper;
+
     public VectorStoreFactory(WeaviateVectorStore weaviateVectorStore, MilvusVectorStore milvusVectorStore) {
         this.weaviateVectorStore = weaviateVectorStore;
         this.milvusVectorStore = milvusVectorStore;
     }
 
     public VectorStore getVectorStore(String kid){
-//        if ("weaviate".equals(type)){
-//            return weaviateVectorStore;
-//        }else if ("milvus".equals(type)){
-//            return milvusVectorStore;
-//        }
-//
-//        return null;
-        return weaviateVectorStore;
+        KnowledgeInfoVo knowledgeInfoVo = knowledgeInfoMapper.selectVoById(Long.valueOf(kid));
+        String vectorModel = knowledgeInfoVo.getVector();
+        if ("weaviate".equals(vectorModel)){
+            return weaviateVectorStore;
+        }else if ("milvus".equals(vectorModel)){
+            return milvusVectorStore;
+        }
+        return null;
     }
 }

+ 5 - 4
ruoyi-modules/ruoyi-knowledge/src/main/java/org/ruoyi/knowledge/chain/vectorstore/VectorStoreWrapper.java

@@ -11,19 +11,20 @@ import java.util.List;
 @Slf4j
 @Primary
 @AllArgsConstructor
-public class VectorStoreWrapper implements VectorStore{
+public class VectorStoreWrapper implements VectorStore {
 
     private final VectorStoreFactory vectorStoreFactory;
+
     @Override
     public void storeEmbeddings(List<String> chunkList, List<List<Double>> vectorList, String kid, String docId, List<String> fidList) {
         VectorStore vectorStore = vectorStoreFactory.getVectorStore(kid);
-        vectorStore.storeEmbeddings(chunkList, vectorList,  kid,  docId, fidList);
+        vectorStore.storeEmbeddings(chunkList, vectorList, kid, docId, fidList);
     }
 
     @Override
     public void removeByDocId(String kid, String docId) {
         VectorStore vectorStore = vectorStoreFactory.getVectorStore(kid);
-        vectorStore.removeByDocId(kid,docId);
+        vectorStore.removeByDocId(kid, docId);
     }
 
     @Override
@@ -35,7 +36,7 @@ public class VectorStoreWrapper implements VectorStore{
     @Override
     public List<String> nearest(List<Double> queryVector, String kid) {
         VectorStore vectorStore = vectorStoreFactory.getVectorStore(kid);
-        return vectorStore.nearest(queryVector,kid);
+        return vectorStore.nearest(queryVector, kid);
     }
 
     @Override

+ 1 - 1
ruoyi-modules/ruoyi-knowledge/src/main/java/org/ruoyi/knowledge/domain/KnowledgeInfo.java

@@ -45,7 +45,7 @@ public class KnowledgeInfo implements Serializable {
     private String kname;
 
     /**
-     * 知识库名称
+     * 是否公开知识库(0 否 1是)
      */
     private String share;
 

+ 1 - 3
ruoyi-modules/ruoyi-knowledge/src/main/java/org/ruoyi/knowledge/service/IKnowledgeAttachService.java

@@ -49,8 +49,6 @@ public interface IKnowledgeAttachService {
 
     /**
      * 删除知识附件
-     *
-     * @return
      */
-    void removeKnowledgeAttach(String kid);
+    void removeKnowledgeAttach(String docId);
 }

+ 0 - 4
ruoyi-modules/ruoyi-knowledge/src/main/java/org/ruoyi/knowledge/service/IKnowledgeInfoService.java

@@ -2,13 +2,10 @@ package org.ruoyi.knowledge.service;
 
 import org.ruoyi.common.mybatis.core.page.PageQuery;
 import org.ruoyi.common.mybatis.core.page.TableDataInfo;
-import org.ruoyi.knowledge.domain.KnowledgeAttach;
-import org.ruoyi.knowledge.domain.bo.KnowledgeAttachBo;
 import org.ruoyi.knowledge.domain.bo.KnowledgeInfoBo;
 import org.ruoyi.knowledge.domain.req.KnowledgeInfoUploadRequest;
 import org.ruoyi.knowledge.domain.vo.KnowledgeInfoVo;
 
-import java.util.Collection;
 import java.util.List;
 
 /**
@@ -40,7 +37,6 @@ public interface IKnowledgeInfoService {
      */
     Boolean updateByBo(KnowledgeInfoBo bo);
 
-
     /**
      * 新增知识库
      */

+ 1 - 2
ruoyi-modules/ruoyi-knowledge/src/main/java/org/ruoyi/knowledge/service/impl/EmbeddingServiceImpl.java

@@ -40,8 +40,7 @@ public class EmbeddingServiceImpl implements EmbeddingService {
 
     @Override
     public List<Double> getQueryVector(String query, String kid) {
-        List<Double> queryVector = vectorization.singleVectorization(query,kid);
-        return queryVector;
+        return vectorization.singleVectorization(query,kid);
     }
 
     @Override

+ 2 - 6
ruoyi-modules/ruoyi-knowledge/src/main/java/org/ruoyi/knowledge/service/impl/KnowledgeAttachServiceImpl.java

@@ -126,13 +126,9 @@ public class KnowledgeAttachServiceImpl implements IKnowledgeAttachService {
     }
 
     @Override
-    public void removeKnowledgeAttach(String kid) {
-        LoginUser loginUser = LoginHelper.getLoginUser();
+    public void removeKnowledgeAttach(String docId) {
         Map<String,Object> map = new HashMap<>();
-        map.put("kid",kid);
-        List<KnowledgeInfoVo> knowledgeInfoList = knowledgeInfoMapper.selectVoByMap(map);
-        knowledgeInfoService.check(knowledgeInfoList);
-
+        map.put("doc_id",docId);
         baseMapper.deleteByMap(map);
         fragmentMapper.deleteByMap(map);
     }

+ 28 - 26
ruoyi-modules/ruoyi-knowledge/src/main/java/org/ruoyi/knowledge/service/impl/KnowledgeInfoServiceImpl.java

@@ -1,14 +1,10 @@
 package org.ruoyi.knowledge.service.impl;
 
+import cn.hutool.core.collection.CollUtil;
 import cn.hutool.core.util.RandomUtil;
 import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
 import com.baomidou.mybatisplus.core.toolkit.Wrappers;
 import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
-import io.github.ollama4j.OllamaAPI;
-import io.github.ollama4j.models.chat.OllamaChatMessageRole;
-import io.github.ollama4j.models.chat.OllamaChatRequestBuilder;
-import io.github.ollama4j.models.chat.OllamaChatRequestModel;
-import io.github.ollama4j.models.chat.OllamaChatResult;
 import lombok.RequiredArgsConstructor;
 import org.ruoyi.common.core.domain.model.LoginUser;
 import org.ruoyi.common.core.utils.MapstructUtils;
@@ -30,6 +26,7 @@ import org.ruoyi.knowledge.mapper.KnowledgeInfoMapper;
 import org.ruoyi.knowledge.service.EmbeddingService;
 import org.ruoyi.knowledge.service.IKnowledgeInfoService;
 import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
 import org.springframework.web.multipart.MultipartFile;
 
 import java.io.IOException;
@@ -41,8 +38,8 @@ import java.util.*;
  * @author Lion Li
  * @date 2024-10-21
  */
-@RequiredArgsConstructor
 @Service
+@RequiredArgsConstructor
 public class KnowledgeInfoServiceImpl implements IKnowledgeInfoService {
 
     private final KnowledgeInfoMapper baseMapper;
@@ -110,9 +107,8 @@ public class KnowledgeInfoServiceImpl implements IKnowledgeInfoService {
         //TODO 做一些数据校验,如唯一约束
     }
 
-
-
     @Override
+    @Transactional(rollbackFor = Exception.class)
     public void saveOne(KnowledgeInfoBo bo) {
         KnowledgeInfo knowledgeInfo = MapstructUtils.convert(bo, KnowledgeInfo.class);
         if (StringUtils.isBlank(bo.getKid())){
@@ -122,7 +118,7 @@ public class KnowledgeInfoServiceImpl implements IKnowledgeInfoService {
                 knowledgeInfo.setUid(LoginHelper.getLoginUser().getUserId());
             }
             baseMapper.insert(knowledgeInfo);
-            embeddingService.createSchema(kid);
+            embeddingService.createSchema(String.valueOf(knowledgeInfo.getId()));
         }else {
             baseMapper.updateById(knowledgeInfo);
         }
@@ -148,19 +144,23 @@ public class KnowledgeInfoServiceImpl implements IKnowledgeInfoService {
         try {
             content = resourceLoader.getContent(file.getInputStream());
             chunkList = resourceLoader.getChunkList(content, kid);
-            for (int i = 0; i < chunkList.size(); i++) {
-                String fid = RandomUtil.randomString(16);
-                fids.add(fid);
-                KnowledgeFragment knowledgeFragment = new KnowledgeFragment();
-                knowledgeFragment.setKid(kid);
-                knowledgeFragment.setDocId(docId);
-                knowledgeFragment.setFid(fid);
-                knowledgeFragment.setIdx(i);
-               // String text = convertTextBlockToPretrainData(chunkList.get(i));
-                knowledgeFragment.setContent(chunkList.get(i));
-                knowledgeFragment.setCreateTime(new Date());
-                fragmentMapper.insert(knowledgeFragment);
+            List<KnowledgeFragment> knowledgeFragmentList = new ArrayList<>();
+            if (CollUtil.isNotEmpty(chunkList)) {
+                for (int i = 0; i < chunkList.size(); i++) {
+                    String fid = RandomUtil.randomString(16);
+                    fids.add(fid);
+                    KnowledgeFragment knowledgeFragment = new KnowledgeFragment();
+                    knowledgeFragment.setKid(kid);
+                    knowledgeFragment.setDocId(docId);
+                    knowledgeFragment.setFid(fid);
+                    knowledgeFragment.setIdx(i);
+                    // String text = convertTextBlockToPretrainData(chunkList.get(i));
+                    knowledgeFragment.setContent(chunkList.get(i));
+                    knowledgeFragment.setCreateTime(new Date());
+                    knowledgeFragmentList.add(knowledgeFragment);
+                }
             }
+            fragmentMapper.insertBatch(knowledgeFragmentList);
         } catch (IOException e) {
             e.printStackTrace();
         }
@@ -171,19 +171,21 @@ public class KnowledgeInfoServiceImpl implements IKnowledgeInfoService {
     }
 
     @Override
+    @Transactional(rollbackFor = Exception.class)
     public void removeKnowledge(String id) {
-
         Map<String,Object> map = new HashMap<>();
         map.put("kid",id);
         List<KnowledgeInfoVo> knowledgeInfoList = baseMapper.selectVoByMap(map);
         check(knowledgeInfoList);
-        // 删除知识库
-        baseMapper.deleteByMap(map);
+        // 删除向量库信息
+        knowledgeInfoList.forEach(knowledgeInfoVo -> {
+            embeddingService.removeByKid(String.valueOf(knowledgeInfoVo.getId()));
+        });
         // 删除附件和知识片段
         fragmentMapper.deleteByMap(map);
         attachMapper.deleteByMap(map);
-        // 删除向量库信息
-        embeddingService.removeByKid(id);
+        // 删除知识库
+        baseMapper.deleteByMap(map);
     }
 
     @Override

+ 5 - 7
ruoyi-modules/ruoyi-system/src/main/java/org/ruoyi/system/controller/system/SysProfileController.java

@@ -12,6 +12,7 @@ import org.ruoyi.common.log.enums.BusinessType;
 import org.ruoyi.common.satoken.utils.LoginHelper;
 import org.ruoyi.common.web.core.BaseController;
 import org.ruoyi.system.domain.bo.SysUserBo;
+import org.ruoyi.system.domain.bo.SysUserPasswordBo;
 import org.ruoyi.system.domain.bo.SysUserProfileBo;
 import org.ruoyi.system.domain.vo.AvatarVo;
 import org.ruoyi.system.domain.vo.ProfileVo;
@@ -75,23 +76,20 @@ public class SysProfileController extends BaseController {
 
     /**
      * 重置密码
-     *
-     * @param newPassword 旧密码
-     * @param oldPassword 新密码
      */
     @Log(title = "个人信息", businessType = BusinessType.UPDATE)
     @PutMapping("/updatePwd")
-    public R<Void> updatePwd(String oldPassword, String newPassword) {
+    public R<Void> updatePwd(@Validated @RequestBody SysUserPasswordBo bo) {
         SysUserVo user = userService.selectUserById(LoginHelper.getUserId());
         String password = user.getPassword();
-        if (!BCrypt.checkpw(oldPassword, password)) {
+        if (!BCrypt.checkpw(bo.getOldPassword(), password)) {
             return R.fail("修改密码失败,旧密码错误");
         }
-        if (BCrypt.checkpw(newPassword, password)) {
+        if (BCrypt.checkpw(bo.getNewPassword(), password)) {
             return R.fail("新密码不能与旧密码相同");
         }
 
-        if (userService.resetUserPwd(user.getUserId(), BCrypt.hashpw(newPassword)) > 0) {
+        if (userService.resetUserPwd(user.getUserId(), BCrypt.hashpw(bo.getNewPassword())) > 0) {
             return R.ok();
         }
         return R.fail("修改密码异常,请联系管理员");

+ 32 - 0
ruoyi-modules/ruoyi-system/src/main/java/org/ruoyi/system/domain/bo/SysUserPasswordBo.java

@@ -0,0 +1,32 @@
+package org.ruoyi.system.domain.bo;
+import jakarta.validation.constraints.NotBlank;
+import lombok.Data;
+
+import java.io.Serial;
+import java.io.Serializable;
+
+
+/**
+ * 描述:用户密码修改bo
+ *
+ * @author ageerle@163.com
+ * date 2025/3/9
+ */
+@Data
+public class SysUserPasswordBo implements Serializable {
+
+    @Serial
+    private static final long serialVersionUID = 1L;
+
+    /**
+     * 旧密码
+     */
+    @NotBlank(message = "旧密码不能为空")
+    private String oldPassword;
+
+    /**
+     * 新密码
+     */
+    @NotBlank(message = "新密码不能为空")
+    private String newPassword;
+}

+ 1 - 1
ruoyi-modules/ruoyi-system/src/main/java/org/ruoyi/system/listener/SSEEventSourceListener.java

@@ -65,7 +65,7 @@ public class SSEEventSourceListener extends EventSourceListener {
     @Override
     public void onEvent(@NotNull EventSource eventSource, String id, String type, String data) {
         try {
-            if (data.equals("[DONE]")) {
+            if ("[DONE]".equals(data)) {
                 //成功响应
                 emitter.complete();
                 if(StringUtils.isNotEmpty(modelName)){

+ 212 - 0
ruoyi-modules/ruoyi-system/src/main/java/org/ruoyi/system/plugin/WebSearchPlugin.java

@@ -0,0 +1,212 @@
+package org.ruoyi.system.plugin;
+
+
+import cn.hutool.json.JSONUtil;
+import com.alibaba.fastjson.JSONObject;
+import lombok.Builder;
+import lombok.Data;
+import okhttp3.OkHttpClient;
+import okhttp3.logging.HttpLoggingInterceptor;
+import org.junit.Before;
+import org.junit.Test;
+import org.ruoyi.common.chat.demo.ConsoleEventSourceListenerV3;
+import org.ruoyi.common.chat.entity.chat.ChatCompletion;
+import org.ruoyi.common.chat.entity.chat.ChatCompletionResponse;
+import org.ruoyi.common.chat.entity.chat.Message;
+import org.ruoyi.common.chat.entity.chat.Parameters;
+import org.ruoyi.common.chat.entity.chat.tool.ToolCallFunction;
+import org.ruoyi.common.chat.entity.chat.tool.ToolCalls;
+import org.ruoyi.common.chat.entity.chat.tool.Tools;
+import org.ruoyi.common.chat.entity.chat.tool.ToolsFunction;
+import org.ruoyi.common.chat.openai.OpenAiClient;
+import org.ruoyi.common.chat.openai.OpenAiStreamClient;
+import org.ruoyi.common.chat.openai.function.KeyRandomStrategy;
+import org.ruoyi.common.chat.openai.interceptor.DynamicKeyOpenAiAuthInterceptor;
+import org.ruoyi.common.chat.openai.interceptor.OpenAILogger;
+import org.ruoyi.common.chat.openai.interceptor.OpenAiResponseInterceptor;
+
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.List;
+import java.util.concurrent.CountDownLatch;
+import java.util.concurrent.TimeUnit;
+
+public class WebSearchPlugin {
+
+    private OpenAiClient openAiClient;
+    private OpenAiStreamClient openAiStreamClient;
+
+    @Before
+    public void before() {
+        //可以为null
+//        Proxy proxy = new Proxy(Proxy.Type.HTTP, new InetSocketAddress("127.0.0.1", 7890));
+        HttpLoggingInterceptor httpLoggingInterceptor = new HttpLoggingInterceptor(new OpenAILogger());
+        //!!!!千万别再生产或者测试环境打开BODY级别日志!!!!
+        //!!!生产或者测试环境建议设置为这三种级别:NONE,BASIC,HEADERS,!!!
+        httpLoggingInterceptor.setLevel(HttpLoggingInterceptor.Level.HEADERS);
+        OkHttpClient okHttpClient = new OkHttpClient
+                .Builder()
+//                .proxy(proxy)
+                .addInterceptor(httpLoggingInterceptor)
+                .addInterceptor(new OpenAiResponseInterceptor())
+                .connectTimeout(10, TimeUnit.SECONDS)
+                .writeTimeout(30, TimeUnit.SECONDS)
+                .readTimeout(30, TimeUnit.SECONDS)
+                .build();
+        openAiClient = OpenAiClient.builder()
+                //支持多key传入,请求时候随机选择
+                .apiKey(Arrays.asList("xx"))
+                //自定义key的获取策略:默认KeyRandomStrategy
+                //.keyStrategy(new KeyRandomStrategy())
+                .keyStrategy(new KeyRandomStrategy())
+                .okHttpClient(okHttpClient)
+                //自己做了代理就传代理地址,没有可不不传,(关注公众号回复:openai ,获取免费的测试代理地址)
+                .apiHost("https://open.bigmodel.cn/")
+                .build();
+
+        openAiStreamClient = OpenAiStreamClient.builder()
+                //支持多key传入,请求时候随机选择
+                .apiKey(Arrays.asList("xx"))
+                //自定义key的获取策略:默认KeyRandomStrategy
+                .keyStrategy(new KeyRandomStrategy())
+                .authInterceptor(new DynamicKeyOpenAiAuthInterceptor())
+                .okHttpClient(okHttpClient)
+                //自己做了代理就传代理地址,没有可不不传,(关注公众号回复:openai ,获取免费的测试代理地址)
+                .apiHost("https://open.bigmodel.cn/")
+                .build();
+    }
+
+    @Test
+    public void test() {
+        Message message = Message.builder().role(Message.Role.USER).content("今天武汉天气怎么样").build();
+        ChatCompletion chatCompletion = ChatCompletion
+                .builder()
+                .messages(Collections.singletonList(message))
+//                .tools(Collections.singletonList(tools))
+                .model("web-search-pro")
+                .build();
+        ChatCompletionResponse chatCompletionResponse = openAiStreamClient.chatCompletion(chatCompletion);
+
+        System.out.printf("chatCompletionResponse=%s\n", JSONUtil.toJsonStr(chatCompletionResponse));
+    }
+
+    @Test
+    public void streamToolsChat() {
+
+        CountDownLatch countDownLatch = new CountDownLatch(1);
+        ConsoleEventSourceListenerV3 eventSourceListener = new ConsoleEventSourceListenerV3(countDownLatch);
+
+        Message message = Message.builder().role(Message.Role.USER).content("给我输出一个长度为2的中文词语,并解释下词语对应物品的用途").build();
+        //属性一
+        JSONObject wordLength = new JSONObject();
+        wordLength.put("type", "number");
+        wordLength.put("description", "词语的长度");
+        //属性二
+        JSONObject language = new JSONObject();
+        language.put("type", "string");
+        language.put("enum", Arrays.asList("zh", "en"));
+        language.put("description", "语言类型,例如:zh代表中文、en代表英语");
+        //参数
+        JSONObject properties = new JSONObject();
+        properties.put("wordLength", wordLength);
+        properties.put("language", language);
+        Parameters parameters = Parameters.builder()
+                .type("object")
+                .properties(properties)
+                .required(Collections.singletonList("wordLength")).build();
+        Tools tools = Tools.builder()
+                .type(Tools.Type.FUNCTION.getName())
+                .function(ToolsFunction.builder().name("getOneWord").description("获取一个指定长度和语言类型的词语").parameters(parameters).build())
+                .build();
+
+        ChatCompletion chatCompletion = ChatCompletion
+                .builder()
+                .messages(Collections.singletonList(message))
+                .tools(Collections.singletonList(tools))
+                .model(ChatCompletion.Model.GPT_4_1106_PREVIEW.getName())
+                .build();
+        openAiStreamClient.streamChatCompletion(chatCompletion, eventSourceListener);
+
+        try {
+            countDownLatch.await();
+        } catch (InterruptedException e) {
+            e.printStackTrace();
+        }
+
+        ToolCalls openAiReturnToolCalls = eventSourceListener.getToolCalls();
+        WordParam wordParam = JSONUtil.toBean(openAiReturnToolCalls.getFunction().getArguments(), WordParam.class);
+        String oneWord = getOneWord(wordParam);
+
+
+        ToolCallFunction tcf = ToolCallFunction.builder().name("getOneWord").arguments(openAiReturnToolCalls.getFunction().getArguments()).build();
+        ToolCalls tc = ToolCalls.builder().id(openAiReturnToolCalls.getId()).type(ToolCalls.Type.FUNCTION.getName()).function(tcf).build();
+        //构造tool call
+        Message message2 = Message.builder().role(Message.Role.ASSISTANT).content("方法参数").toolCalls(Collections.singletonList(tc)).build();
+        String content
+                = "{ " +
+                "\"wordLength\": \"3\", " +
+                "\"language\": \"zh\", " +
+                "\"word\": \"" + oneWord + "\"," +
+                "\"用途\": [\"直接吃\", \"做沙拉\", \"售卖\"]" +
+                "}";
+        Message message3 = Message.builder().toolCallId(openAiReturnToolCalls.getId()).role(Message.Role.TOOL).name("getOneWord").content(content).build();
+        List<Message> messageList = Arrays.asList(message, message2, message3);
+        ChatCompletion chatCompletionV2 = ChatCompletion
+                .builder()
+                .messages(messageList)
+                .model(ChatCompletion.Model.GPT_4_1106_PREVIEW.getName())
+                .build();
+
+
+        CountDownLatch countDownLatch1 = new CountDownLatch(1);
+        openAiStreamClient.streamChatCompletion(chatCompletionV2, new ConsoleEventSourceListenerV3(countDownLatch));
+        try {
+            countDownLatch1.await();
+        } catch (InterruptedException e) {
+            e.printStackTrace();
+        }
+        try {
+            countDownLatch1.await();
+        } catch (InterruptedException e) {
+            e.printStackTrace();
+        }
+
+    }
+
+    @Data
+    @Builder
+    static class WordParam {
+        private int wordLength;
+        @Builder.Default
+        private String language = "zh";
+    }
+
+
+    /**
+     * 获取一个词语(根据语言和字符长度查询)
+     * @param wordParam
+     * @return
+     */
+    public String getOneWord(WordParam wordParam) {
+
+        List<String> zh = Arrays.asList("大香蕉", "哈密瓜", "苹果");
+        List<String> en = Arrays.asList("apple", "banana", "cantaloupe");
+        if (wordParam.getLanguage().equals("zh")) {
+            for (String e : zh) {
+                if (e.length() == wordParam.getWordLength()) {
+                    return e;
+                }
+            }
+        }
+        if (wordParam.getLanguage().equals("en")) {
+            for (String e : en) {
+                if (e.length() == wordParam.getWordLength()) {
+                    return e;
+                }
+            }
+        }
+        return "西瓜";
+    }
+
+
+}

+ 74 - 98
ruoyi-modules/ruoyi-system/src/main/java/org/ruoyi/system/service/impl/SseServiceImpl.java

@@ -3,16 +3,11 @@ package org.ruoyi.system.service.impl;
 import cn.dev33.satoken.stp.StpUtil;
 import cn.hutool.core.collection.CollectionUtil;
 import com.alibaba.fastjson.JSONObject;
-import com.azure.ai.openai.OpenAIClient;
-import com.azure.ai.openai.OpenAIClientBuilder;
-import com.azure.ai.openai.models.*;
-import com.azure.core.credential.AzureKeyCredential;
 import io.github.ollama4j.OllamaAPI;
 import io.github.ollama4j.models.chat.OllamaChatMessageRole;
 import io.github.ollama4j.models.chat.OllamaChatRequestBuilder;
 import io.github.ollama4j.models.chat.OllamaChatRequestModel;
 import io.github.ollama4j.models.generate.OllamaStreamHandler;
-import io.github.ollama4j.utils.Options;
 import jakarta.servlet.http.HttpServletRequest;
 import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
@@ -33,6 +28,12 @@ import org.ruoyi.common.chat.entity.images.Item;
 import org.ruoyi.common.chat.entity.images.ResponseFormat;
 import org.ruoyi.common.chat.entity.whisper.WhisperResponse;
 import org.ruoyi.common.chat.openai.OpenAiStreamClient;
+import org.ruoyi.common.chat.openai.plugin.PluginAbstract;
+import org.ruoyi.common.chat.plugin.CmdPlugin;
+import org.ruoyi.common.chat.plugin.CmdReq;
+import org.ruoyi.common.chat.plugin.SqlPlugin;
+import org.ruoyi.common.chat.plugin.SqlReq;
+import org.ruoyi.common.chat.sse.ConsoleEventSourceListener;
 import org.ruoyi.common.chat.utils.TikTokensUtil;
 import org.ruoyi.common.core.domain.model.LoginUser;
 import org.ruoyi.common.core.exception.base.BaseException;
@@ -43,12 +44,10 @@ import org.ruoyi.system.domain.bo.ChatMessageBo;
 import org.ruoyi.system.domain.bo.SysModelBo;
 import org.ruoyi.system.domain.request.translation.TranslationRequest;
 import org.ruoyi.system.domain.vo.SysModelVo;
-import org.ruoyi.system.domain.vo.SysUserVo;
 import org.ruoyi.system.listener.SSEEventSourceListener;
 import org.ruoyi.system.service.*;
 import org.springframework.core.io.InputStreamResource;
 import org.springframework.core.io.Resource;
-import org.springframework.http.HttpStatus;
 import org.springframework.http.MediaType;
 import org.springframework.http.ResponseEntity;
 import org.springframework.stereotype.Service;
@@ -63,10 +62,10 @@ import java.net.URLEncoder;
 import java.nio.file.Files;
 import java.nio.file.Path;
 import java.util.ArrayList;
+import java.util.Collections;
 import java.util.List;
 import java.util.concurrent.CompletableFuture;
 
-import io.github.ollama4j.utils.OptionsBuilder;
 
 @Service
 @Slf4j
@@ -89,9 +88,6 @@ public class SseServiceImpl implements ISseService {
 
     static final OkHttpClient HTTP_CLIENT = new OkHttpClient().newBuilder().build();
 
-    private final ISysPackagePlanService sysPackagePlanService;
-
-
     @Override
     public SseEmitter sseChat(ChatRequest chatRequest, HttpServletRequest request) {
         openAiStreamClient = chatConfig.getOpenAiStreamClient();
@@ -101,12 +97,7 @@ public class SseServiceImpl implements ISseService {
         List<Message> messages = chatRequest.getMessages();
         try {
             if (StpUtil.isLogin()) {
-                SysUserVo sysUserVo = userService.selectUserById(getUserId());
-//                if (!checkModel(sysUserVo.getUserPlan(), chatRequest.getModel())) {
-//                    throw new BaseException("当前套餐不支持此模型!");
-//                }
                 LocalCache.CACHE.put("userId", getUserId());
-
                 Object content = messages.get(messages.size() - 1).getContent();
 
                 String chatString = "";
@@ -161,36 +152,23 @@ public class SseServiceImpl implements ISseService {
                     }
                 }
             }
-
-//            else {
-//
-//                    // 初始请求次数
-//                    int number = 1;
-//                    // 获取请求IP
-//                    String realIp = getClientIpAddress(request);
-//                    // 根据IP获取次数
-//                    Integer requestNumber = RedisUtils.getCacheObject(realIp);
-//                    if (requestNumber == null) {
-//                        // 记录ip使用次数
-//                        RedisUtils.setCacheObject(realIp, number);
-//                    } else {
-//                        String configValue = configService.getConfigValue("mail", "free");
-//                        if (requestNumber > Integer.parseInt(configValue)) {
-//                            throw new BaseException("剩余次数不足,请充值后使用");
-//                        }
-//                        RedisUtils.setCacheObject(realIp, requestNumber + 1);
-//                    }
-//
-//            }
-            ChatCompletion completion = ChatCompletion
-                .builder()
-                .messages(messages)
-                .model(chatRequest.getModel())
-                .temperature(chatRequest.getTemperature())
-                .topP(chatRequest.getTop_p())
-                .stream(true)
-                .build();
-            openAiStreamClient.streamChatCompletion(completion, openAIEventSourceListener);
+            if("openCmd".equals(chatRequest.getModel())) {
+                sseEmitter.send(cmdPlugin(messages));
+                sseEmitter.complete();
+            }else if ("sqlPlugin".equals(chatRequest.getModel())){
+                sseEmitter.send(sqlPlugin(messages));
+                sseEmitter.complete();
+            } else {
+                ChatCompletion completion = ChatCompletion
+                        .builder()
+                        .messages(messages)
+                        .model(chatRequest.getModel())
+                        .temperature(chatRequest.getTemperature())
+                        .topP(chatRequest.getTop_p())
+                        .stream(true)
+                        .build();
+                openAiStreamClient.streamChatCompletion(completion, openAIEventSourceListener);
+            }
         } catch (Exception e) {
             String message = e.getMessage();
             sendErrorEvent(sseEmitter, message);
@@ -199,32 +177,51 @@ public class SseServiceImpl implements ISseService {
         return sseEmitter;
     }
 
+    public String cmdPlugin(List<Message> messages) {
+        CmdPlugin plugin = new CmdPlugin(CmdReq.class);
+        // 插件名称
+        plugin.setName("命令行工具");
+        // 方法名称
+        plugin.setFunction("openCmd");
+        // 方法说明
+        plugin.setDescription("提供一个命令行指令,比如<记事本>,指令使用中文");
+
+        PluginAbstract.Arg arg = new PluginAbstract.Arg();
+        // 参数名称
+        arg.setName("cmd");
+        // 参数说明
+        arg.setDescription("命令行指令");
+        // 参数类型
+        arg.setType("string");
+        arg.setRequired(true);
+        plugin.setArgs(Collections.singletonList(arg));
+        //有四个重载方法,都可以使用
+        ChatCompletionResponse response = openAiStreamClient.chatCompletionWithPlugin(messages,"gpt-4o-mini",plugin);
+        return response.getChoices().get(0).getMessage().getContent().toString();
+    }
 
-//    /**
-//     * 查当前用户是否可以调用此模型
-//     *
-//     * @param planId
-//     * @return
-//     */
-//    public Boolean checkModel(String planId, String modelName) {
-//        SysPackagePlanBo sysPackagePlanBo = new SysPackagePlanBo();
-//        if (modelName.startsWith("gpt-4-gizmo")) {
-//            modelName = "gpt-4-gizmo";
-//        }
-//        if (StringUtils.isEmpty(planId)) {
-//            sysPackagePlanBo.setName("Visitor");
-//        } else if ("Visitor".equals(planId) || "Free".equals(planId)) {
-//            sysPackagePlanBo.setName(planId);
-//        } else {
-//            // sysPackagePlanBo.setId(Long.valueOf(planId));
-//            return true;
-//        }
-//
-//        SysPackagePlanVo sysPackagePlanVo = sysPackagePlanService.queryList(sysPackagePlanBo).get(0);
-//        // 将字符串转换为数组
-//        String[] array = sysPackagePlanVo.getPlanDetail().split(",");
-//        return Arrays.asList(array).contains(modelName);
-//    }
+    public String sqlPlugin(List<Message> messages) {
+        SqlPlugin plugin = new SqlPlugin(SqlReq.class);
+        // 插件名称
+        plugin.setName("数据库查询插件");
+        // 方法名称
+        plugin.setFunction("sqlPlugin");
+        // 方法说明
+        plugin.setDescription("提供一个用户名称查询余额信息");
+
+        PluginAbstract.Arg arg = new PluginAbstract.Arg();
+        // 参数名称
+        arg.setName("username");
+        // 参数说明
+        arg.setDescription("用户名称");
+        // 参数类型
+        arg.setType("string");
+        arg.setRequired(true);
+        plugin.setArgs(Collections.singletonList(arg));
+        //有四个重载方法,都可以使用
+        ChatCompletionResponse response = openAiStreamClient.chatCompletionWithPlugin(messages,"gpt-4o-mini",plugin);
+        return response.getChoices().get(0).getMessage().getContent().toString();
+    }
 
     /**
      * 根据次数扣除余额
@@ -295,25 +292,6 @@ public class SseServiceImpl implements ISseService {
 
     @Override
     public String chat(ChatRequest chatRequest, String userId) {
-//        chatService.deductUserBalance(Long.valueOf(userId), 0.01);
-//        // 保存消息记录
-//        ChatMessageBo chatMessageBo = new ChatMessageBo();
-//        chatMessageBo.setUserId(Long.valueOf(userId));
-//        chatMessageBo.setModelName(ChatCompletion.Model.GPT_3_5_TURBO.getName());
-//        chatMessageBo.setContent(chatRequest.getPrompt());
-//        chatMessageBo.setDeductCost(0.01);
-//        chatMessageBo.setTotalTokens(0);
-//        chatMessageService.insertByBo(chatMessageBo);
-//
-//        openAiStreamClient = chatConfig.getOpenAiStreamClient();
-//        Message message = Message.builder().role(Message.Role.USER).content(chatRequest.getPrompt()).build();
-//        ChatCompletion chatCompletion = ChatCompletion
-//            .builder()
-//            .messages(Collections.singletonList(message))
-//            .model(chatRequest.getModel())
-//            .build();
-//        ChatCompletionResponse chatCompletionResponse = openAiStreamClient.chatCompletion(chatCompletion);
-//        return chatCompletionResponse.getChoices().get(0).getMessage().getContent();
          return  null;
     }
 
@@ -540,7 +518,8 @@ public class SseServiceImpl implements ISseService {
 
     @Override
     public String translation(TranslationRequest translationRequest) {
-
+        // 翻译模型固定为gpt-4o-mini
+        translationRequest.setModel("gpt-4o-mini");
         ChatMessageBo chatMessageBo = new ChatMessageBo();
         chatMessageBo.setUserId(getUserId());
         chatMessageBo.setModelName(translationRequest.getModel());
@@ -557,17 +536,12 @@ public class SseServiceImpl implements ISseService {
             "\n" +
             "请将用户输入词语翻译成{" + translationRequest.getTargetLanguage() + "}\n" +
             "\n" +
-            "让我们一步一步来思考\n" +
             "==示例输出==\n" +
+            "**原文** : <这里显示要翻译的原文信息>\n" +
             "**翻译** : <这里显示翻译成英语的结果>\n" +
-            "\n" +
-            "**造句** : What's the weather like today? Use the 'Weather Query' plugin to find out instantly! <造一个英语句子>\n" +
-            "\n" +
-            "**同义词** : Add-on、Extension、Module  <这里显示1-3个英文的同义词>\n" +
-            "\n" +
             "==示例结束==\n" +
             "\n" +
-            "注意:请严格按示例进行输出").build();
+            "注意:请严格按示例进行输出,返回markdown格式").build();
         messageList.add(sysMessage);
         Message message = Message.builder().role(Message.Role.USER).content(translationRequest.getPrompt()).build();
         messageList.add(message);
@@ -646,4 +620,6 @@ public class SseServiceImpl implements ISseService {
         ChatCompletionResponse chatCompletionResponse = openAiStreamClient.chatCompletion(chatCompletion);
         return chatCompletionResponse.getChoices().get(0).getMessage().getContent().toString();
     }
+
+
 }

+ 7 - 0
ruoyi-modules/ruoyi-system/src/main/java/org/ruoyi/system/service/impl/SysUserServiceImpl.java

@@ -557,4 +557,11 @@ public class SysUserServiceImpl implements ISysUserService, UserService {
             .select(SysUser::getUserName).eq(SysUser::getUserId, userId));
         return ObjectUtil.isNull(sysUser) ? null : sysUser.getUserName();
     }
+
+    @Override
+    public String selectUserByName(String userName) {
+        SysUser sysUser = baseMapper.selectOne(new LambdaQueryWrapper<SysUser>()
+                .eq(SysUser::getUserName, userName));
+        return ObjectUtil.isNull(sysUser) ? null : sysUser.getUserBalance().toString();
+    }
 }

+ 7 - 5
script/sql/update/update20250307.sql

@@ -8,8 +8,10 @@ ADD COLUMN `vector` varchar(50) NULL COMMENT '向量库' AFTER `text_block_size`
 ADD COLUMN `vector_model` varchar(50) NULL COMMENT '向量模型' AFTER `vector`;
 
 
-
-INSERT INTO `chat_config` (`id`, `category`, `config_name`, `config_value`, `config_dict`, `create_dept`, `create_time`, `create_by`, `update_by`, `update_time`, `remark`, `version`, `del_flag`, `update_ip`, `tenant_id`) VALUES (1897610056458412050, 'weaviate', 'protocol', 'http', '协议', 103, '2025-03-06 21:10:02', '1', '1', '2025-03-06 21:10:31', NULL, NULL, '0', NULL, 0);
-INSERT INTO `chat_config` (`id`, `category`, `config_name`, `config_value`, `config_dict`, `create_dept`, `create_time`, `create_by`, `update_by`, `update_time`, `remark`, `version`, `del_flag`, `update_ip`, `tenant_id`) VALUES (1897610056458412051, 'weaviate', 'host', '127.0.0.1:6038', '地址', 103, '2025-03-06 21:10:02', '1', '1', '2025-03-06 21:10:31', NULL, NULL, '0', NULL, 0);
-INSERT INTO `chat_config` (`id`, `category`, `config_name`, `config_value`, `config_dict`, `create_dept`, `create_time`, `create_by`, `update_by`, `update_time`, `remark`, `version`, `del_flag`, `update_ip`, `tenant_id`) VALUES (1897610056458412052, 'weaviate', 'classname', 'LocalKnowledge', '分类名称', 103, '2025-03-06 21:10:02', '1', '1', '2025-03-06 21:10:31', NULL, NULL, '0', NULL, 0);
-
+INSERT INTO `ruoyi-ai`.`chat_config` (`id`, `category`, `config_name`, `config_value`, `config_dict`, `create_dept`, `create_time`, `create_by`, `update_by`, `update_time`, `remark`, `version`, `del_flag`, `update_ip`, `tenant_id`) VALUES (1897610056458412050, 'weaviate', 'protocol', 'http', '协议', 103, '2025-03-06 21:10:02', '1', '1', '2025-03-06 21:10:31', NULL, NULL, '0', NULL, 0);
+INSERT INTO `ruoyi-ai`.`chat_config` (`id`, `category`, `config_name`, `config_value`, `config_dict`, `create_dept`, `create_time`, `create_by`, `update_by`, `update_time`, `remark`, `version`, `del_flag`, `update_ip`, `tenant_id`) VALUES (1897610056458412051, 'weaviate', 'host', '127.0.0.1:6038', '地址', 103, '2025-03-06 21:10:02', '1', '1', '2025-03-06 21:10:31', NULL, NULL, '0', NULL, 0);
+INSERT INTO `ruoyi-ai`.`chat_config` (`id`, `category`, `config_name`, `config_value`, `config_dict`, `create_dept`, `create_time`, `create_by`, `update_by`, `update_time`, `remark`, `version`, `del_flag`, `update_ip`, `tenant_id`) VALUES (1897610056458412052, 'weaviate', 'classname', 'LocalKnowledge', '分类名称', 103, '2025-03-06 21:10:02', '1', '1', '2025-03-06 21:10:31', NULL, NULL, '0', NULL, 0);
+INSERT INTO `ruoyi-ai`.`chat_config` (`id`, `category`, `config_name`, `config_value`, `config_dict`, `create_dept`, `create_time`, `create_by`, `update_by`, `update_time`, `remark`, `version`, `del_flag`, `update_ip`, `tenant_id`) VALUES (1897610056458412053, 'milvus', 'host', '127.0.0.1', '地址', 103, '2025-03-06 21:10:02', '1', '1', '2025-03-06 21:10:31', NULL, NULL, '0', NULL, 0);
+INSERT INTO `ruoyi-ai`.`chat_config` (`id`, `category`, `config_name`, `config_value`, `config_dict`, `create_dept`, `create_time`, `create_by`, `update_by`, `update_time`, `remark`, `version`, `del_flag`, `update_ip`, `tenant_id`) VALUES (1897610056458412054, 'milvus', 'port', '19530', '端口', 103, '2025-03-06 21:10:02', '1', '1', '2025-03-06 21:10:31', NULL, NULL, '0', NULL, 0);
+INSERT INTO `ruoyi-ai`.`chat_config` (`id`, `category`, `config_name`, `config_value`, `config_dict`, `create_dept`, `create_time`, `create_by`, `update_by`, `update_time`, `remark`, `version`, `del_flag`, `update_ip`, `tenant_id`) VALUES (1897610056458412055, 'milvus', 'dimension', '1536', '维度', 103, '2025-03-06 21:10:02', '1', '1', '2025-03-06 21:10:31', NULL, NULL, '0', NULL, 0);
+INSERT INTO `ruoyi-ai`.`chat_config` (`id`, `category`, `config_name`, `config_value`, `config_dict`, `create_dept`, `create_time`, `create_by`, `update_by`, `update_time`, `remark`, `version`, `del_flag`, `update_ip`, `tenant_id`) VALUES (1897610056458412056, 'milvus', 'collection', 'LocalKnowledge', '分类名称', 103, '2025-03-06 21:10:02', '1', '1', '2025-03-06 21:10:31', NULL, NULL, '0', NULL, 0);

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