0606

admin

2025-06-06 9cd825aea53fa5ba0cda1485464af027e27f0ce4

 aiflowy-modules/aiflowy-module-ai/src/main/java/tech/aiflowy/ai/controller/AiBotController.java

@@ -1,21 +1,6 @@
package tech.aiflowy.ai.controller;

import cn.dev33.satoken.annotation.SaIgnore;
import com.agentsflex.core.message.AiMessage;
import com.alibaba.fastjson.serializer.SerializeConfig;
import org.springframework.http.HttpStatus;
import org.springframework.http.ResponseEntity;
import tech.aiflowy.ai.entity.*;
import tech.aiflowy.ai.mapper.AiBotApiKeyMapper;
import tech.aiflowy.ai.mapper.AiBotConversationMessageMapper;
import tech.aiflowy.ai.service.*;
import tech.aiflowy.common.ai.ChatManager;
import tech.aiflowy.common.ai.MySseEmitter;
import tech.aiflowy.common.domain.Result;
import tech.aiflowy.common.util.StringUtil;
import tech.aiflowy.common.web.controller.BaseCurdController;
import tech.aiflowy.common.web.jsonbody.JsonBody;
import tech.aiflowy.common.satoken.util.SaTokenUtil;
import cn.hutool.core.util.ObjectUtil;
import com.agentsflex.core.llm.ChatContext;
import com.agentsflex.core.llm.Llm;
@@ -23,18 +8,45 @@
import com.agentsflex.core.llm.functions.Function;
import com.agentsflex.core.llm.response.AiMessageResponse;
import com.agentsflex.core.llm.response.FunctionCaller;
import com.agentsflex.core.message.AiMessage;
import com.agentsflex.core.message.HumanMessage;
import com.agentsflex.core.message.SystemMessage;
import com.agentsflex.core.prompt.HistoriesPrompt;
import com.agentsflex.core.prompt.ToolPrompt;
import com.agentsflex.core.util.CollectionUtil;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONObject;
import com.alibaba.fastjson.serializer.SerializeConfig;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.mybatisflex.core.query.QueryWrapper;
import com.mybatisflex.core.table.TableInfo;
import com.mybatisflex.core.table.TableInfoFactory;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.http.*;
import org.springframework.web.bind.annotation.PostMapping;
import org.springframework.web.bind.annotation.RequestBody;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;
import org.springframework.web.client.RestTemplate;
import org.springframework.web.context.request.RequestContextHolder;
import org.springframework.web.context.request.ServletRequestAttributes;
import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
import tech.aiflowy.ai.config.DifyStreamClient;
import tech.aiflowy.ai.entity.*;
import tech.aiflowy.ai.mapper.AiBotConversationMessageMapper;
import tech.aiflowy.ai.service.*;
import tech.aiflowy.common.ai.ChatManager;
import tech.aiflowy.common.ai.MySseEmitter;
import tech.aiflowy.common.domain.Result;
import tech.aiflowy.common.entity.LoginAccount;
import tech.aiflowy.common.satoken.util.SaTokenUtil;
import tech.aiflowy.common.util.StringUtil;
import tech.aiflowy.common.web.controller.BaseCurdController;
import tech.aiflowy.common.web.jsonbody.JsonBody;
import tech.aiflowy.system.entity.SysApiKey;
import tech.aiflowy.system.mapper.SysApiKeyMapper;

import javax.annotation.Resource;
import javax.servlet.http.HttpServletRequest;
@@ -57,11 +69,16 @@
    private final AiBotKnowledgeService aiBotKnowledgeService;
    private final AiBotMessageService aiBotMessageService;
    @Resource
    private AiBotApiKeyMapper aiBotApiKeyMapper;
    private SysApiKeyMapper aiBotApiKeyMapper;
    @Resource
    private AiBotConversationMessageService aiBotConversationMessageService;
    @Resource
    private AiBotConversationMessageMapper aiBotConversationMessageMapper;

    private static final Logger logger = LoggerFactory.getLogger(AiBotController.class);
    @Autowired
    private RestTemplate restTemplate;

    public AiBotController(AiBotService service, AiLlmService aiLlmService, AiBotWorkflowService aiBotWorkflowService, AiBotKnowledgeService aiBotKnowledgeService, AiBotMessageService aiBotMessageService) {
        super(service);
        this.aiLlmService = aiLlmService;
@@ -71,9 +88,9 @@
    }

    @Resource
    private AiPluginsService aiPluginsService;
    @Resource
    private AiBotPluginsService aiBotPluginsService;
    @Resource
    private AiPluginToolService aiPluginToolService;

    @PostMapping("updateOptions")
    public Result updateOptions(@JsonBody("id") BigInteger id, @JsonBody("options") Map<String, Object> options) {
@@ -108,6 +125,7 @@

    /**
     * 当前系统用户调用对话
     *
     * @param prompt
     * @param botId
     * @param sessionId
@@ -115,6 +133,11 @@
     * @param response
     * @return
     */

    @Autowired
    private ObjectMapper objectMapper;


    @PostMapping("chat")
    public SseEmitter chat(@JsonBody(value = "prompt", required = true) String prompt,
                           @JsonBody(value = "botId", required = true) BigInteger botId,
@@ -126,60 +149,119 @@
        if (aiBot == null) {
            return ChatManager.getInstance().sseEmitterForContent("机器人不存在");
        }

        Map<String, Object> llmOptions = aiBot.getLlmOptions();
        AiLlm aiLlm = aiLlmService.getById(aiBot.getLlmId());
        String systemPrompt = llmOptions != null ? (String) llmOptions.get("systemPrompt") : null;
        if (StringUtil.hasText(aiBot.getModelAPI())){
            String apiUrl = aiBot.getModelAPI(); // 替换为实际API URL
            String apiKey = aiBot.getModelKEY(); // 替换为实际API Key

        if (aiLlm == null) {
            return ChatManager.getInstance().sseEmitterForContent("LLM不存在");
        }
            DifyStreamClient client = new DifyStreamClient(apiUrl, apiKey, aiBotMessageService);
            AiBotMessageMemory memory = new AiBotMessageMemory(botId, SaTokenUtil.getLoginAccount().getId(),
                    sessionId, isExternalMsg, aiBotMessageService, aiBotConversationMessageMapper,
                    aiBotConversationMessageService);

        Llm llm = aiLlm.toLlm();
            final HistoriesPrompt historiesPrompt = new HistoriesPrompt();
            if (systemPrompt != null) {
                historiesPrompt.setSystemMessage(SystemMessage.of(systemPrompt));
            }

        AiBotMessageMemory memory = new AiBotMessageMemory(botId, SaTokenUtil.getLoginAccount().getId(),
                sessionId, isExternalMsg, aiBotMessageService, aiBotConversationMessageMapper,
                aiBotConversationMessageService);
            historiesPrompt.setMemory(memory);

        final HistoriesPrompt historiesPrompt = new HistoriesPrompt();
        historiesPrompt.setSystemMessage(SystemMessage.of((String) llmOptions.get("systemPrompt")));
        historiesPrompt.setMemory(memory);
            HumanMessage humanMessage = new HumanMessage(prompt);

        HumanMessage humanMessage = new HumanMessage(prompt);
            // 添加插件相关的function calling
            appendPluginToolFunction(botId, humanMessage);

        // 添加插件相关的function calling
        appendPluginFunctions(botId, humanMessage);
            //添加工作流相关的 Function Calling
            appendWorkflowFunctions(botId, humanMessage);

        //添加工作流相关的 Function Calling
        appendWorkflowFunctions(botId, humanMessage);
            //添加知识库相关的 Function Calling
            appendKnowledgeFunctions(botId, humanMessage);

        //添加知识库相关的 Function Calling
        appendKnowledgeFunctions(botId, humanMessage);
            historiesPrompt.addMessage(humanMessage);

        historiesPrompt.addMessage(humanMessage);

        MySseEmitter emitter = new MySseEmitter((long) (1000 * 60 * 2));
            final Boolean[] needClose = {true};

        final Boolean[] needClose = {true};
        if (humanMessage.getFunctions() != null && !humanMessage.getFunctions().isEmpty()) {
            ServletRequestAttributes sra = (ServletRequestAttributes) RequestContextHolder.getRequestAttributes();


            MySseEmitter emitter = new MySseEmitter(1000L * 60 * 2); // 2分钟超时

            try {
                AiMessageResponse aiMessageResponse = llm.chat(historiesPrompt);
                function_call(aiMessageResponse, emitter, needClose, historiesPrompt, llm, prompt, false);
                String userId = SaTokenUtil.getLoginAccount().getId() + "";
                client.chatStream(prompt, userId, emitter, sessionId, botId);
            } catch (Exception e) {
                emitter.completeWithError(e);
            }
            System.out.println(emitter.toString());
            return emitter;
        }
        else{
            AiLlm aiLlm = aiLlmService.getById(aiBot.getLlmId());

            if (needClose[0]) {
                System.out.println("function chat complete");
                emitter.complete();
            if (aiLlm == null) {
                return ChatManager.getInstance().sseEmitterForContent("LLM不存在");
            }
        } else {

            Llm llm = aiLlm.toLlm();
            if (llm == null) {
                return ChatManager.getInstance().sseEmitterForContent("LLM获取为空");
            }

            AiBotMessageMemory memory = new AiBotMessageMemory(botId, SaTokenUtil.getLoginAccount().getId(),
                    sessionId, isExternalMsg, aiBotMessageService, aiBotConversationMessageMapper,
                    aiBotConversationMessageService);

            final HistoriesPrompt historiesPrompt = new HistoriesPrompt();
            if (systemPrompt != null) {
                historiesPrompt.setSystemMessage(SystemMessage.of(systemPrompt));
            }

            historiesPrompt.setMemory(memory);

            HumanMessage humanMessage = new HumanMessage(prompt);

            // 添加插件相关的function calling
            appendPluginToolFunction(botId, humanMessage);

            //添加工作流相关的 Function Calling
            appendWorkflowFunctions(botId, humanMessage);

            //添加知识库相关的 Function Calling
            appendKnowledgeFunctions(botId, humanMessage);

            historiesPrompt.addMessage(humanMessage);

            MySseEmitter emitter = new MySseEmitter((long) (1000 * 60 * 2));

            final Boolean[] needClose = {true};

            ServletRequestAttributes sra = (ServletRequestAttributes) RequestContextHolder.getRequestAttributes();
            // 统一使用流式处理，无论是否有 Function Calling
            llm.chatStream(historiesPrompt, new StreamResponseListener() {
                @Override
                public void onMessage(ChatContext context, AiMessageResponse response) {
                    try {
                        RequestContextHolder.setRequestAttributes(sra, true);
                        if (response != null) {
                            // 检查是否需要触发 Function Calling
                            if (response.getFunctionCallers() != null && CollectionUtil.hasItems(response.getFunctionCallers())) {
                                needClose[0] = false;
                                function_call(response, emitter, needClose, historiesPrompt, llm, prompt, false);
                            } else {
                                // 强制流式返回，即使有 Function Calling 也先返回部分结果
                                if (response.getMessage() != null) {
                                    String content = response.getMessage().getContent();
                                    if (StringUtil.hasText(content)) {
                                        System.out.println(response);
                                        emitter.send(JSON.toJSONString(response.getMessage()));
                                    }
                                }
                            }
                        }

                        function_call(response, emitter, needClose, historiesPrompt, llm, prompt, false);

                    } catch (Exception e) {
                        emitter.completeWithError(e);
                    }
@@ -188,7 +270,6 @@
                @Override
                public void onStop(ChatContext context) {
                    if (needClose[0]) {
                        System.out.println("normal chat complete");
                        emitter.complete();
                    }
                }
@@ -198,16 +279,60 @@
                    emitter.completeWithError(throwable);
                }
            });

            System.out.println(emitter.toString());
            return emitter;
        }

        return emitter;
    }

    public Result save(@RequestBody String jsonStr) {
        // 解析JSON
        JSONObject json = JSONObject.parseObject(jsonStr);

        // 合并所有secondMenuId*字段
        List<Integer> menuIds = new ArrayList<>();
        for (String key : json.keySet()) {
            if (key.startsWith("secondMenuId")) {
                Object value = json.get(key);
                if (value instanceof Integer) {
                    menuIds.add((Integer) value);
                }
            }
        }

        // 保留第一个ID（根据需要调整）
        if (!menuIds.isEmpty()) {
            json.put("secondMenuId", menuIds.get(0));
        }

        // 转换为实体类
        AiBot entity = json.toJavaObject(AiBot.class);

        // 后续处理保持不变
        Result result = onSaveOrUpdateBefore(entity, true);
        if (result != null) return result;

        if (entity == null) {
            throw new NullPointerException("entity is null");
        }
        LoginAccount loginAccount = SaTokenUtil.getLoginAccount();
        commonFiled(entity,loginAccount.getId(),loginAccount.getTenantId(),loginAccount.getDeptId());
        boolean success = service.save(entity);
        onSaveOrUpdateAfter(entity, true);
        TableInfo tableInfo = TableInfoFactory.ofEntityClass(entity.getClass());
        Object[] pkArgs = tableInfo.buildPkSqlArgs(entity);
        return Result.create(success).set("id", pkArgs);
    }



    /**
     * 外部用户调用智能体进行对话
     * 需要用户传 apiKey 对用户进行身份验证
     * @return
     *
     * @param stream [true: 返回sse false： 返回json
     * @return
     */
    @SaIgnore
    @PostMapping("externalChat")
@@ -229,27 +354,29 @@
        String apiKey = request.getHeader("Authorization");
        QueryWrapper queryWrapper = QueryWrapper.create()
                .select("api_key", "status", "expired_at")
                .from("tb_ai_bot_api_key")
                .from("tb_sys_api_key")
                .where("api_key = ? ", apiKey);
        AiBotApiKey aiBotApiKey =  aiBotApiKeyMapper.selectOneByQuery(queryWrapper);
        if (aiBotApiKey == null ){
            return createResponse(stream, JSON.toJSONString(errorRespnseMsg(1,"该apiKey不存在")));
        SysApiKey aiBotApiKey = aiBotApiKeyMapper.selectOneByQuery(queryWrapper);
        if (aiBotApiKey == null) {
            return createResponse(stream, JSON.toJSONString(errorRespnseMsg(1, "该apiKey不存在")));
        }
        if (aiBotApiKey.getStatus() == 0 ){
            return createResponse(stream, JSON.toJSONString(errorRespnseMsg(2,"该apiKey未启用")));
        if (aiBotApiKey.getStatus() == 0) {
            return createResponse(stream, JSON.toJSONString(errorRespnseMsg(2, "该apiKey未启用")));
        }

        if (aiBotApiKey.getExpiredAt().getTime() < new Date().getTime()){
            return createResponse(stream, JSON.toJSONString(errorRespnseMsg(3,"该apiKey已失效")));
        if (aiBotApiKey.getExpiredAt().getTime() < new Date().getTime()) {
            return createResponse(stream, JSON.toJSONString(errorRespnseMsg(3, "该apiKey已失效")));

        }

        AiBot aiBot = service.getById(botId);
        if (aiBot == null) {
            return createResponse(stream, JSON.toJSONString(errorRespnseMsg(4,"机器人不存在")));
            return createResponse(stream, JSON.toJSONString(errorRespnseMsg(4, "机器人不存在")));
        }

        Map<String, Object> llmOptions = aiBot.getLlmOptions();
        String systemPrompt = llmOptions != null ? (String) llmOptions.get("systemPrompt") : null;

        AiLlm aiLlm = aiLlmService.getById(aiBot.getLlmId());
        if (aiLlm == null) {
            return createResponse(stream, JSON.toJSONString(errorRespnseMsg(5, "LLM不存在")));
@@ -258,14 +385,16 @@
        Llm llm = aiLlm.toLlm();
        AiBotExternalMessageMemory messageMemory = new AiBotExternalMessageMemory(messages);
        HistoriesPrompt historiesPrompt = new HistoriesPrompt();
        historiesPrompt.setSystemMessage(SystemMessage.of((String) llmOptions.get("systemPrompt")));
        if (systemPrompt != null) {
            historiesPrompt.setSystemMessage(SystemMessage.of(systemPrompt));
        }
        historiesPrompt.setMemory(messageMemory);

        String prompt = messages.get(messages.size() - 1).getContent();
        HumanMessage humanMessage = new HumanMessage();

        // 添加插件、工作流、知识库相关的 Function Calling
        appendPluginFunctions(botId, humanMessage);
        appendPluginToolFunction(botId, humanMessage);
        appendWorkflowFunctions(botId, humanMessage);
        appendKnowledgeFunctions(botId, humanMessage);

@@ -328,7 +457,7 @@
                }
            } else {
                AiMessageResponse messageResponse = llm.chat(historiesPrompt);
                 resultFunctionCall = jsonResultJsonFunctionCall(messageResponse, historiesPrompt, llm, prompt);
                resultFunctionCall = jsonResultJsonFunctionCall(messageResponse, historiesPrompt, llm, prompt);
                AiBotExternalMsgJsonResult result = handleMessageResult(resultFunctionCall.getMessage());
                return JSON.toJSONString(result, new SerializeConfig());
            }
@@ -336,12 +465,18 @@
    }

    private AiBotExternalMsgJsonResult handleMessageResult(AiMessage aiMessage) {
        AiBotExternalMsgJsonResult messageResult =  new AiBotExternalMsgJsonResult();
        AiBotExternalMsgJsonResult messageResult = new AiBotExternalMsgJsonResult();
        messageResult.setCreated(new Date().getTime());
        AiBotExternalMsgJsonResult.Usage usage = new AiBotExternalMsgJsonResult.Usage();
        usage.setTotalTokens(aiMessage.getTotalTokens());
        usage.setCompletionTokens(aiMessage.getCompletionTokens());
        usage.setPromptTokens(aiMessage.getPromptTokens());
        if (aiMessage.getTotalTokens() != null){
            usage.setTotalTokens(aiMessage.getTotalTokens());
        }
        if (aiMessage.getCompletionTokens() != null){
            usage.setCompletionTokens(aiMessage.getCompletionTokens());
        }
        if (aiMessage.getPromptTokens() != null){
            usage.setPromptTokens(aiMessage.getPromptTokens());
        }
        messageResult.setUsage(usage);
        AiBotExternalMsgJsonResult.Choice choice = new AiBotExternalMsgJsonResult.Choice();
        AiBotExternalMsgJsonResult.Message message = new AiBotExternalMsgJsonResult.Message();
@@ -369,14 +504,14 @@
    private Object createErrorResponse(Exception e) {
        return ResponseEntity.status(HttpStatus.INTERNAL_SERVER_ERROR).body(e.getMessage());
    }

    /**
     *
     * @param aiMessageResponse 大模型返回的消息
     * @param emitter
     * @param needClose 是否需要关闭流
     * @param historiesPrompt 消息历史记录
     * @param llm 大模型
     * @param prompt 提示词
     * @param needClose         是否需要关闭流
     * @param historiesPrompt   消息历史记录
     * @param llm               大模型
     * @param prompt            提示词
     * @param isExternalChatApi true 外部系统调用bot  false 内部系统调用bot
     */
    private String function_call(AiMessageResponse aiMessageResponse, MySseEmitter emitter, Boolean[] needClose, HistoriesPrompt historiesPrompt, Llm llm, String prompt, boolean isExternalChatApi) {
@@ -386,62 +521,48 @@
        Object messageContent = aiMessageResponse.getMessage();
        if (StringUtil.hasText(content)) {
            // 如果是外部系统调用chat
            if (isExternalChatApi){
            if (isExternalChatApi) {
                AiBotExternalMsgJsonResult result = handleMessageStreamJsonResult(aiMessageResponse.getMessage());
                System.out.println(">>>>>>>>>>>>>>>>>>>>>>>>>>>>>");
                System.out.println(JSON.toJSONString(result, new SerializeConfig()));
                System.out.println("未完测试");

                emitter.send(JSON.toJSONString(result, new SerializeConfig()));
            } else{
            } else {
                emitter.send(JSON.toJSONString(messageContent));
            }

        }
        List<FunctionCaller> functionCallers = aiMessageResponse.getFunctionCallers();
        if (CollectionUtil.hasItems(functionCallers)) {
            needClose[0] = false;
            for (FunctionCaller functionCaller : functionCallers) {
                Object result = functionCaller.call();
                if (ObjectUtil.isNotEmpty(result)) {

                    String newPrompt = "请根据以下内容回答用户，内容是:\n" + result + "\n 用户的问题是：" + prompt;
                    historiesPrompt.addMessageTemporary(new HumanMessage(newPrompt));

                    llm.chatStream(historiesPrompt, new StreamResponseListener() {
                        @Override
                        public void onMessage(ChatContext context, AiMessageResponse response) {
                            needClose[0] = true;
                            String content = response.getMessage().getContent();
                            Object messageContent = response.getMessage();
                            if (StringUtil.hasText(content)) {
                                String jsonResult = JSON.toJSONString(messageContent);
                                emitter.send(jsonResult);
                            }
                        }

                        @Override
                        public void onStop(ChatContext context) {
                            if (needClose[0]) {
                                System.out.println("function chat complete");
                                emitter.complete();
                            }
                            historiesPrompt.clearTemporaryMessages();
                        }

                        @Override
                        public void onFailure(ChatContext context, Throwable throwable) {
                            emitter.completeWithError(throwable);
                        }
                    });
        System.out.println("function call 接收到的参数message：" + aiMessageResponse);
        llm.chatStream(ToolPrompt.of(aiMessageResponse), new StreamResponseListener() {
            @Override
            public void onMessage(ChatContext context, AiMessageResponse response) {
                System.out.println("function call <UNK>message<UNK>" + aiMessageResponse);
                String content = response.getMessage().getContent();
                if (StringUtil.hasText(content)) {
                    System.out.println("if content"  + content);
                    emitter.send(JSON.toJSONString(response.getMessage()));
                }
            }
        }

            @Override
            public void onStop(ChatContext context) {
                System.out.println("function call complete");
                emitter.complete();
            }

            @Override
            public void onFailure(ChatContext context, Throwable throwable) {
                logger.error("function_call报错:",throwable);
                AiMessage aiMessage = new AiMessage();
                aiMessage.setContent("未查询到相关信息...");
                emitter.send(JSON.toJSONString(aiMessage));
                System.out.println("function call complete with error");
            }
        });

        return JSON.toJSONString(messageContent);
    }

    private Map<String, Object> errorRespnseMsg(int errorCode, String message){
        HashMap<String, Object> result =  new HashMap<>();
    private Map<String, Object> errorRespnseMsg(int errorCode, String message) {
        HashMap<String, Object> result = new HashMap<>();
        result.put("error", errorCode);
        result.put("message", message);
        return result;
@@ -461,7 +582,7 @@
        return result;
    }

    private AiMessageResponse jsonResultJsonFunctionCall(AiMessageResponse aiMessageResponse , HistoriesPrompt historiesPrompt, Llm llm, String prompt) {
    private AiMessageResponse jsonResultJsonFunctionCall(AiMessageResponse aiMessageResponse, HistoriesPrompt historiesPrompt, Llm llm, String prompt) {
        List<FunctionCaller> functionCallers = aiMessageResponse.getFunctionCallers();
        if (CollectionUtil.hasItems(functionCallers)) {
            for (FunctionCaller functionCaller : functionCallers) {
@@ -498,14 +619,33 @@
        }
    }

    private void appendPluginFunctions(BigInteger botId, HumanMessage humanMessage) {
        QueryWrapper queryWrapper = QueryWrapper.create().eq(AiBotPlugins::getBotId, botId);
        List<AiBotPlugins> aiBotPlugins = aiBotPluginsService.getMapper().selectListWithRelationsByQuery(queryWrapper);
        if (cn.hutool.core.collection.CollectionUtil.isNotEmpty(aiBotPlugins)) {
            for (AiBotPlugins aiBotPlugin : aiBotPlugins) {
                Function function = aiBotPlugin.getAiPlugins().toFunction();
                humanMessage.addFunction(function);
            }
    //    private void appendPluginFunctions(BigInteger botId, HumanMessage humanMessage) {
//        QueryWrapper queryWrapper = QueryWrapper.create().eq(AiBotPlugins::getBotId, botId);
//        List<AiBotPlugins> aiBotPlugins = aiBotPluginsService.getMapper().selectListWithRelationsByQuery(queryWrapper);
//        if (cn.hutool.core.collection.CollectionUtil.isNotEmpty(aiBotPlugins)) {
//            for (AiBotPlugins aiBotPlugin : aiBotPlugins) {
//                Function function = aiBotPlugin.getAiPlugins().toFunction();
//                humanMessage.addFunction(function);
//            }
//        }
//    }
    private void appendPluginToolFunction(BigInteger botId, HumanMessage humanMessage) {
        QueryWrapper queryWrapper = QueryWrapper.create().select("plugin_tool_id").eq(AiBotPlugins::getBotId, botId);
        List<BigInteger> pluginToolIds = aiBotPluginsService.getMapper().selectListWithRelationsByQueryAs(queryWrapper, BigInteger.class);

        if (pluginToolIds == null || pluginToolIds.isEmpty()) {
            return;
        }

        QueryWrapper queryTool = QueryWrapper.create()
                .select("*")
                .from("tb_ai_plugin_tool")
                .in("id", pluginToolIds);
        List<AiPluginTool> aiPluginTools = aiPluginToolService.getMapper().selectListWithRelationsByQuery(queryTool);
        for (AiPluginTool item : aiPluginTools) {
            humanMessage.addFunction(item.toFunction());
        }


    }
}