Administrator / xlyAi

package com.xly.tool;


import cn.hutool.core.date.DateUtil;
import cn.hutool.core.util.BooleanUtil;
import cn.hutool.core.util.ObjectUtil;
import cn.hutool.core.util.StrUtil;
import cn.hutool.json.JSONUtil;
import com.alibaba.fastjson2.JSONObject;
import com.fasterxml.jackson.core.type.TypeReference;

import com.fasterxml.jackson.databind.ObjectMapper;

import com.xly.agent.AgentSystemPrompt;
import com.xly.config.OperableChatMemoryProvider;
import com.xly.constant.*;
import com.xly.entity.*;
import com.xly.exception.dto.BusinessException;
import com.xly.exception.dto.DataException;
import com.xly.mapper.ParamRuleMapper;
import com.xly.mapper.ToolMetaMapper;
import com.xly.service.DynamicExeDbService;
import com.xly.service.UserSceneSessionService;
import com.xly.util.*;
import dev.langchain4j.agent.tool.*;

import dev.langchain4j.data.message.*;

import dev.langchain4j.memory.ChatMemory;

import dev.langchain4j.model.chat.request.json.JsonObjectSchema;
import dev.langchain4j.model.chat.request.json.JsonSchema;
import dev.langchain4j.service.tool.*;


import lombok.Getter;
import lombok.RequiredArgsConstructor;

import lombok.Setter;
import lombok.extern.slf4j.Slf4j;

import org.apache.ibatis.javassist.expr.NewArray;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.stereotype.Service;

import java.util.*;

import java.util.concurrent.ConcurrentHashMap;
import java.util.stream.Collectors;
import java.util.stream.IntStream;

@Slf4j
@Service
@RequiredArgsConstructor
public class DynamicToolProvider implements ToolProvider {

    private final ObjectMapper objectMapper;
    private final ToolMetaMapper toolMetaMapper;
    private final ParamRuleMapper paramRuleMapper;
    private final DynamicExeDbService dynamicExeDbService;
    private final OperableChatMemoryProvider operableChatMemoryProvider;

    private final Map<String, ToolSpecificationHolder> toolCache = new ConcurrentHashMap<>();
    public final Map<String, String> sSceneIdMap = new ConcurrentHashMap<>();
    public final Map<String, List<ToolSpecificationHolder>> sceneToolCacheMap = new ConcurrentHashMap<>();
    private final List<ParamRule> paramRuleDataAll = new ArrayList<>();

    @Value("${erp.baseurl}")
    private String baseUrl;

    public void cleanAllToolProvider() {
        toolCache.clear();
        sceneToolCacheMap.clear();
        paramRuleDataAll.clear();
    }

    @jakarta.annotation.PostConstruct
    public void init() {
        List<ToolMeta> metas = toolMetaMapper.findAll();
        for (ToolMeta meta : metas) {
            try {
                doSetToolAIshowfieldShow(meta);
                ToolSpecification spec = buildToolSpecification(meta);
                ToolExecutor executor = createToolExecutor(meta);
                toolCache.put(meta.getSMethodNo(), new ToolSpecificationHolder(spec, executor,meta.getSMethodNo(),meta.getSMethodName()));
                log.info("已加载动态工具：{}", meta.getSMethodNo());
                String sceneId = meta.getSSceneId();
                List<ToolSpecificationHolder> dataList = new ArrayList<>();
                if(ObjectUtil.isNotEmpty(sceneToolCacheMap.get(sceneId))) {
                    dataList = sceneToolCacheMap.get(sceneId);
                }
                dataList.add(new ToolSpecificationHolder(spec, executor,meta.getSMethodNo(),meta.getSMethodName()));
                sceneToolCacheMap.put(sceneId, dataList);
            } catch (Exception e) {
                e.printStackTrace();
                log.error("构建工具失败，sMethodNo={}", meta.getSMethodNo(), e);
            }
        }
    }

    @Override
    public ToolProviderResult provideTools(ToolProviderRequest request) {
        String sUserId = request.chatMemoryId().toString();
        Map<ToolSpecification, ToolExecutor> executors = new HashMap<>();
        UserSceneSession session = UserSceneSessionService.USER_SCENE_SESSION_CACHE.get(sUserId);

        // ====================== 防重复调用核心拦截 ======================
        if (session != null && (session.getToolExecuted() || StrUtil.isNotBlank(session.getSFunPrompts()))) {
            log.info("工具已执行/等待用户回复，禁止提供工具");
            return ToolProviderResult.builder().build();
        }

        List<ToolSpecificationHolder> datalist = new ArrayList<>();
        List<ToolMeta> toolMetaAll = new ArrayList<>();

        if(session.getCurrentTool() != null){
            toolMetaAll.add(session.getCurrentTool());
            log.info("使用 currentTool: {}", session.getCurrentTool().getSMethodNo());
        } else {
            toolMetaAll = session.getAuthTool();
        }

        if(ObjectUtil.isNotEmpty(toolMetaAll)){
            toolMetaAll = toolMetaAll.stream()
                    .filter(to -> to.getSSceneId().equals(sSceneIdMap.get(sUserId)))
                    .collect(Collectors.toUnmodifiableList());

            if(ObjectUtil.isNotEmpty(toolMetaAll)){
                toolMetaAll.forEach(to -> {
                    ToolSpecificationHolder holder = toolCache.get(to.getSMethodNo());
                    if (holder != null) {
                        datalist.add(holder);
                        log.debug("添加工具到提供器: {}", to.getSMethodNo());
                    } else {
                        log.warn("工具缓存缺失: {}", to.getSMethodNo());
                    }
                });
            }
        }

        datalist.forEach(holder -> {
            executors.put(holder.getToolSpecification(), holder.getToolExecutor());
        });
        log.info("provideTools 返回工具数量: {}", executors.size());
        return ToolProviderResult.builder().addAll(executors).build();
    }


    /***
     * @Author 钱豹
     * @Date 23:59 2026/5/17
     * @Param [meta]
     * @return dev.langchain4j.service.tool.ToolExecutor
     * @Description  AI  自动调用工具执行方法
     **/
    private ToolExecutor createToolExecutor(ToolMeta meta) {
        log.info("创建工具执行器: {}", meta.getSMethodNo());

        return (toolExecutionRequest, memoryId) -> {
            log.info("===== 工具执行器开始执行 =====");
            log.info("工具编号: {}", meta.getSMethodNo());
            log.info("工具名称: {}", meta.getSMethodName());
            log.info("memoryId: {}", memoryId);
            log.info("请求参数: {}", toolExecutionRequest.arguments());
            UserSceneSession session = UserSceneSessionService.USER_SCENE_SESSION_CACHE.get(memoryId.toString());
            session.setCurrentTool(meta);

            // ====================== 防重复调用：立即上锁 ======================
            session.setToolExecuted(true);
            if (StrUtil.isNotBlank(session.getSFunPrompts())) {
                // 关键：返回 工具执行失败 = 框架强制停止循环
//                throw new IllegalStateException("STOP_INVOCATION: 任务已完成，停止调用");
                return "【任务已完成】请勿重复调用工具，请直接总结结果回复用户:"+session.getSFunPrompts();
            }
            //解析参数失败
            Map<String, Object> argsNew;
            try {
                argsNew = objectMapper.readValue(toolExecutionRequest.arguments(), new TypeReference<>() {});
                log.info("解析后的参数: {}", argsNew);
            } catch (Exception e) {
                log.error("参数解析失败", e);
                // 抛异常
                throw new RuntimeException("参数解析失败，请重新输入");
            }

            //获取之前获取的参数
            Map<String, Object> args = session.getArgs();
            if(ObjectUtil.isEmpty(args)) args = new HashMap<>();
            Map<String, Object> finalArgs = args;
            argsNew.forEach((k, v)->{
                //获取对应的英文参数
                List<ParamRule> data = meta.getParamRuleList().stream().filter(one->one.getSParam().equals(k)).collect(Collectors.toUnmodifiableList());
                if(ObjectUtil.isNotEmpty(data) && data.size()>0){
                    finalArgs.remove(data.get(0).getSParamValue());
                    finalArgs.remove(data.get(0).getSParam());
                }
                if(ObjectUtil.isNotEmpty(v)){
                    finalArgs.put(k,v);
                }
            });

            // 2 【补全动态参数】动态参数补全
            try{
                args = applyValues(args, meta.getParamRuleListCheck());
            }catch (Exception e){
                log.error("返回信息",e);
                String askMsg = e.getMessage();
                session.setSFunPrompts(askMsg);
                addSystemMessage(session, askMsg);
                // 需要提问用户 → 抛异常停止循环
                throw new RuntimeException(askMsg);
            }
            // 2.1 【自动补全】应用参数的默认值
            List<ParamRule> paramRuleData = meta.getParamRuleListAll();
            args = applyDefaultValues(args, paramRuleData);
            //客户选择行号转sSLaveId
            if(ObjectUtil.isNotEmpty(args)
                    && args.containsKey("rowNumbers")
                    && ObjectUtil.isNotEmpty(args.get("rowNumbers"))
                    && ObjectUtil.isNotEmpty(session.getCurrentRowData())
            ){
                doSetSlaveIdToArgs( args, session);
            }
            session.setArgs(args);
            // 3. 【自动校验】检查必填项
            List<String> missing = checkRequiredParams(args, paramRuleData);
            if (!missing.isEmpty()) {
                // 4.1 参数缺失，生成“提问”消息，直接返给客户
                String askMsg = buildAskUserMessage(meta, missing,args);
                session.setSFunPrompts(askMsg);
                addSystemMessage(session, askMsg);
                return String.valueOf(successResult(toolExecutionRequest, askMsg));
            }
            // ====================== 返回时带终止指令 ======================
            String resp = JSONUtil.toJsonStr(args) ;
            return String.valueOf(successResult(toolExecutionRequest, resp));
        };
    }

    private void doSetSlaveIdToArgs(Map<String,Object> args,UserSceneSession session){
        Map<Integer,Map<String,Object>> data  = session.getCurrentRowData();
        List<Integer> rowNumbers = (List<Integer>) args.get("rowNumbers");
        List<String> sSlaveIds = new ArrayList<>();
        rowNumbers.forEach(one->{
            try{
                sSlaveIds.add(data.get(one).get("sSlaveId").toString());
            }catch (Exception e){
            }
        });
        args.put("sSlaveId",String.join(",",sSlaveIds));
        args.remove("rowNumbers");
    }

    private void doSetToolAIshowfieldShow(ToolMeta meta){
        String sToolId = meta.getSId();
        List<ParamRule> paramRuleData = getParamRuleDataAll();
        List<ParamRule> paramRuleListAll = paramRuleData.stream().filter(one-> sToolId.equals(one.getSParentId())).collect(Collectors.toUnmodifiableList());
        List<ParamRule> paramRuleList = paramRuleListAll.stream().filter(one-> one.getBTipModel()).collect(Collectors.toUnmodifiableList());
        List<ParamRule> paramRuleListCheck = paramRuleListAll.stream().filter(one->one.getBEmpty()).collect(Collectors.toUnmodifiableList());
        paramRuleList = ObjectUtil.isNotEmpty(paramRuleList)?paramRuleList:new ArrayList<>();
        if((meta.getIBizType()==4 || meta.getIBizType()==5)
                && ObjectUtil.isNotEmpty(meta.getSAIshowfield())
                && ObjectUtil.isNotEmpty(meta.getSSrcFormId())
        ){
            String[] sAIshowfield = meta.getSAIshowfield().split(",");
            List<String> mutableList  = Arrays.asList(sAIshowfield);
            List<String> sAIshowfieldArry = new ArrayList<>(mutableList);
            sAIshowfieldArry.add("sSlaveId");
            String sSrcFormId = meta.getSSrcFormId();
            StringBuffer sSql =new StringBuffer().append("SELECT 10000 AS iOrderShow,A.sChinese AS label,A.sName,A.sControlName,B.sId AS sFormcustomId,A.sName AS sId  FROM gdsconfigformslave AS A ")
                    .append("JOIN gdsconfigformmaster AS B ON A.sParentId = B.sId ")
                    .append("WHERE B.sParentId = #{sSrcFormId} AND A.sName <> '' AND INSTR(A.sControlName,'Btn')=0 AND (A.bVisible = 1 OR A.sName =#{sName}) ");
            Map<String,Object> searMap = new HashMap<>();
            searMap.put("sSrcFormId",sSrcFormId);
            searMap.put("sName","sSlaveId");
            List<Map<String,Object>> sAIshowfieldShowAll = dynamicExeDbService.findSql(searMap,sSql.toString());
            if(ObjectUtil.isNotEmpty(sAIshowfieldShowAll)){
                sAIshowfieldShowAll = sAIshowfieldShowAll.stream().filter(m-> sAIshowfieldArry.contains(m.get("sName").toString())).collect(Collectors.toUnmodifiableList());
                sAIshowfieldShowAll.forEach(one->{
                    one.put("iOrderShow",sAIshowfieldArry.indexOf(one.get("sName").toString())+1);
                });
                List<Map<String,Object>> sAIshowfieldShowData = new ArrayList<>();
                sAIshowfieldShowData.addAll(sAIshowfieldShowAll);
                sAIshowfieldShowData.sort(Comparator.comparing(h -> Integer.valueOf(h.get("iOrderShow").toString())));
                meta.setSAIshowfieldShow(sAIshowfieldShowData);
            }
            List<ParamRule> paramRuleListNew = new ArrayList<>(paramRuleList);
            for(int i=0;i<sAIshowfieldShowAll.size();i++){
                Map<String,Object> sAIshowfieldShow =  sAIshowfieldShowAll.get(i);
                List<ParamRule> one = paramRuleList.stream().filter(m->m.getSParamValue().equals(sAIshowfieldShow.get("sName"))).collect(Collectors.toUnmodifiableList());
                if(ObjectUtil.isEmpty(one)){
                    ParamRule pr = new ParamRule();
                    pr.setIOrder(i+1);
                    pr.setSParamValue(sAIshowfieldShowAll.get(i).get("sName").toString());
                    pr.setSParam(sAIshowfieldShowAll.get(i).get("label").toString());
                    pr.setBEmpty(false);
                    pr.setSType(getDefType(sAIshowfieldShowAll.get(i).get("sName").toString()));
                    if("sSlaveId".equals(sAIshowfieldShowAll.get(i).get("sName"))){
                        pr.setSParam("sSlaveId");
                    }
                    pr.setBTipModel(true);
                    paramRuleListNew.add(pr);
                }
            }
            String sendUrl = baseUrl + UrlErpConstant.getBusinessDataByFormcustomId;
            sendUrl = StrUtil.format(sendUrl,sAIshowfieldShowAll.get(0).get("sFormcustomId"),sSrcFormId);
            meta.setSendUrl(sendUrl);
            paramRuleList = paramRuleListNew;
            paramRuleListCheck = paramRuleListNew;
            paramRuleListAll = paramRuleListNew;
        }
        List<ParamRule> paramRuleListNew = new ArrayList<>(paramRuleList);
        meta.setParamRuleList(paramRuleListNew);
        meta.setParamRuleListCheck(paramRuleListCheck);
        meta.setParamRuleListAll(paramRuleListAll);
    }

    private String getDefType(String sColumn){
        if(sColumn.startsWith("d")){
            return "double";
        }else{
            return "string";
        }
    }


    private ToolSpecification buildToolSpecification(ToolMeta meta) {
        ToolSpecification.Builder builder = ToolSpecification.builder()
                .name(meta.getSMethodNo());

        StringBuffer stoolDesc = new StringBuffer();
        String forceToolPrompt = """
            【工具调用规则】
                1. 每个自定义方法最多只能调用 1 次
                2. 只要方法返回结果，必须停止调用
                3. 当用户输入包含【数据确认】、确认数据、确认、第*条数据确认时，必须调用本工具
            """;
//        String forceToolPrompt = """
//            【工具调用规则】
//                1. 每个自定义方法最多只能调用 1 次
//                2. 只要方法返回结果，必须停止调用
//                3. 禁止重复调用同一个方法
//                4. 禁止无意义循环调用
//                5. 当用户输入包含【数据确认】、确认数据、确认、第*条数据确认时，必须调用本工具
//            """;
        stoolDesc.append(forceToolPrompt);
        if (ObjectUtil.isNotEmpty(meta.getStoolDesc())) {
            stoolDesc.append("MethodNo:").append(meta.getSMethodNo())
                    .append(",当用户").append(meta.getSMethodName())
                    .append("时，必须调用本工具").append(meta.getSMethodNo())
                    .append("，").append(meta.getStoolDesc());
        }

        JsonObjectSchema.Builder schemaBuilder = JsonObjectSchema.builder();
        List<String> requiredParams = new ArrayList<>();
        try {
            List<ParamRule> paramRuleData = meta.getParamRuleList();
            for (ParamRule paramRule : paramRuleData) {
                String paramDesc = paramRule.getSParam();
                String paramType = paramRule.getSType();
                Boolean bEmpty = paramRule.getBEmpty();
                if (paramDesc == null || paramDesc.isEmpty()) {
                    continue;
                }
                String sRuleCost = getConstMeg(paramRule);
                switch (paramType.toLowerCase()) {
                    case "string":
                        schemaBuilder.addStringProperty(paramDesc, paramDesc);
                        break;
                    case "integer":
                    case "int":
                        schemaBuilder.addIntegerProperty(paramDesc, paramDesc);
                        break;
                    case "number":
                    case "double":
                    case "float":
                        schemaBuilder.addNumberProperty(paramDesc, paramDesc);
                        break;
                    case "boolean":
                    case "bool":
                        schemaBuilder.addBooleanProperty(paramDesc, paramDesc);
                        break;
                    case "array":
                        String enumStr = getArrrayBySql(paramRule);
                        List<String> enums = StrUtil.isNotBlank(enumStr) ? Arrays.asList(enumStr.split("/")) : new ArrayList<>();
                        if (enums.isEmpty()) {
                            schemaBuilder.addStringProperty(paramDesc, paramDesc + "(数组)");
                        } else {
                            schemaBuilder.addEnumProperty(paramDesc, enums, paramDesc + "(数组)");
                        }
                        break;
                    case "enum":
                        String constStr = getConstMeg(paramRule);
                        List<String> constList = StrUtil.isNotBlank(constStr) ? Arrays.asList(constStr.split("/")) : new ArrayList<>();
                        if (constList.isEmpty()) {
                            schemaBuilder.addStringProperty(paramDesc, paramDesc);
                        } else {
                            schemaBuilder.addEnumProperty(paramDesc, constList, paramDesc);
                        }
                        break;
                    case "date":
                    case "datetime":
                        // 核心技巧：在描述中强制要求 AI 进行格式转换
                        String dateDesc = paramDesc + "。【重要】请将用户输入的任意日期（如'明天'、'2026/5/1'、'下周三'）自动转换为 'yyyy-MM-dd' 格式的字符串，当前日期:"+ DateUtil.now() +"。";
                        schemaBuilder.addStringProperty(paramDesc, dateDesc);
                        if (bEmpty) {
                            requiredParams.add(paramDesc);
                        }
                        break;
                    default:
                        schemaBuilder.addStringProperty(paramDesc, paramDesc);
                        break;
                }
                if (bEmpty) {
                    requiredParams.add(paramDesc);
                }
            }
        } catch (Exception e) {
            e.printStackTrace();
        }
        List<String> requiredParamsNew = new ArrayList<>();
        if(requiredParams!=null && requiredParams.size()>0){
            requiredParamsNew.add(requiredParams.get(0));
        }
        if (meta.getIBizType() == 4 || meta.getIBizType() == 5) {
            schemaBuilder.addStringProperty("operateType", "操作类型：全部确认/合并确认/单行确认");
            requiredParams.add("operateType");
            requiredParamsNew.add("operateType");
        }
        if (!requiredParams.isEmpty()) {
            schemaBuilder.required(requiredParamsNew);
        }
        JsonObjectSchema parameters = schemaBuilder.build();
        return builder
                .description(stoolDesc.toString())
                .parameters(parameters)
                .build();
    }

    private String getConstMeg(ParamRule paramRule){
        if(!RuleCode.CONST.getCode().equals(paramRule.getSRule())){
            return StrUtil.EMPTY;
        }
        String sConstConfig  = paramRule.getSParamConfig();
        if(StrUtil.isNotEmpty(sConstConfig)){
            Map<String,Object> constMap = JSONUtil.parseObj(sConstConfig);
            StringBuffer sb = new StringBuffer();
            constMap.forEach((k,v)->{
                sb.append(v).append("/");
            });
            sb.delete(sb.length()-1,sb.length());
            paramRule.setSRuleTs(sb.toString());
            return sb.toString();
        }
        return StrUtil.EMPTY;
    }

    private String getArrrayBySql(ParamRule paramRule){
        Boolean bCheckArray = !(RuleCode.SQL.getCode().equals(paramRule.getSRule()));
        Boolean bCheckArray2= !("array".equals(paramRule.getSType()) || "enum".equals(paramRule.getSType()));
        Boolean bCheckArray3= ObjectUtil.isEmpty(paramRule.getSParamConfig());
        if(bCheckArray || bCheckArray2 || bCheckArray3){
            return StrUtil.EMPTY;
        }
        List<Map<String,Object>> data =  dynamicExeDbService.findSql(new HashMap<>(),paramRule.getSParamConfig());
        StringBuffer sb = new StringBuffer();
        if(ObjectUtil.isEmpty(data)){
            return StrUtil.EMPTY;
        }
        if(data.get(0).containsKey("sGroupName")){
            Map<Object, List<Map<String, Object>>> groupData = data.stream()
                    .collect(Collectors.groupingBy(map -> map.get("sGroupName")));
            Integer sUpKeySize =groupData.size();
            groupData.forEach((key, value) -> {
                value.forEach(one->{
                    sb.append(one.get(paramRule.getSParamValue())).append("/");
                });
                if(sUpKeySize>1 && ObjectUtil.isNotEmpty(sb)){
                    sb.delete(sb.length()-1,sb.length());
                    sb.append(",");
                }
            });
        }else{
            data.forEach(one->{
                if(ObjectUtil.isNotEmpty(one.get(paramRule.getSParamValue()))){
                    sb.append(one.get(paramRule.getSParamValue())).append("/");
                }
            });
        }
        if(ObjectUtil.isNotEmpty(sb)){
            sb.delete(sb.length()-1,sb.length());
            paramRule.setSRuleTs(sb.toString());
        }
        return sb.toString();
    }

    private List<ParamRule> getParamRuleDataAll(){
        if(paramRuleDataAll==null || paramRuleDataAll.size()==0){
            paramRuleDataAll.addAll(paramRuleMapper.findAll());
        }
        return paramRuleDataAll;
    }


    public String doDynamicTool(ToolMeta meta,UserSceneSession session) {
        List<ParamRule> paramRuleData = meta.getParamRuleListAll();
        List<ParamRule> paramRuleDataCheck = meta.getParamRuleListCheck();
        Map<String, Object> argsOld = session.getArgs();
        if(ObjectUtil.isEmpty(argsOld)){
            argsOld = new HashMap<>();
        }
        Map<String, Object> args = session.getArgs();

        List<String> missing = checkRequiredParams(args, paramRuleDataCheck);
        if (!missing.isEmpty()) {
            String askMsg = buildAskUserMessage(meta, missing,args);
            addSystemMessage(session, askMsg);
            return askMsg;
        }

        List<ChatMessage> chatMessage = operableChatMemoryProvider.getCurrentChatMessages(session.getUserId());
        ChatMessage userMessage = getLastUserMessage(chatMessage);
        String input = "";
        if (userMessage != null) {
            input = StrUtil.replace(getChatMessageContent(userMessage), "用户输入：", StrUtil.EMPTY);
        }
        Boolean isConfirmed = isConfirmed(input,session);

        if((isConfirmed && (4== meta.getIBizType() ||1== meta.getIBizType()))
                || 2== meta.getIBizType()
                || 3== meta.getIBizType()
                || 6== meta.getIBizType()
                || 7== meta.getIBizType()
                || 8== meta.getIBizType()
        )
        {
            //根据获取的参数获取数据
            List<String> missingAfter = checkConfirmAfterParam(args, paramRuleData);
            if (!missingAfter.isEmpty()) {
                //合并已选择数据
                argsOld.putAll(args);
                session.setArgs(argsOld);
                String askMsg = buildAskUserMessage(meta, missingAfter,args);
                session.setSFunPrompts(askMsg);
                List<ParamRule> paramRuleDataMiss = getMissParamRuleAfter(args, paramRuleData);
                String sSystemPrompt = buildMissParamPrompt(session,paramRuleDataMiss);
                session.setSSystemPrompt(sSystemPrompt);
                addSystemMessage(session, askMsg);
                return askMsg;
            }
            return executeTool(meta, args, paramRuleData, session.getUserId(), session);
        }

        String askconfirmMsg =StrUtil.EMPTY;
        if(4== meta.getIBizType() || meta.getIBizType()==5){
            askconfirmMsg = doGetFromData( meta,args,session);
            String sSystemPrompt = buildDynamicSystemPrompt(session);
            session.setSSystemPrompt(sSystemPrompt);
            return executeWithConfirmation(askconfirmMsg, session, meta);
        }else{
            askconfirmMsg =getDefMessage(args,meta.getSControlName(),meta);
        }
        return executeWithConfirmation(askconfirmMsg,  session, meta);
    }

    private String getChatMessageContent(ChatMessage message) {
        if (message == null) return "";
        try {
            return message.toString()
                    .replace("ChatMessage{", "")
                    .replace("}", "")
                    .replace("text=", "")
                    .trim();
        } catch (Exception e) {
            return "";
        }
    }

    private ChatMessage getLastUserMessage(List<ChatMessage> messages) {
        if (messages == null || messages.isEmpty()) return null;
        for (int i = messages.size() - 1; i >= 0; i--) {
            ChatMessage msg = messages.get(i);
            if (msg.type() == ChatMessageType.USER) {
                return msg;
            }
        }
        return null;
    }

    private String getDefMessage(Map<String,Object> argMap,String sName,ToolMeta meta){
        List<ParamRule> showList = meta.getParamRuleListAll();
        List<ParamRule> showListData = new ArrayList<>();
        showList = showList.stream().filter(one->one.getBTipModel()).collect(Collectors.toUnmodifiableList());
        showListData.addAll(showList);
        showListData.sort(Comparator.comparing(h -> h.getIOrder()));
        StringBuilder markdown = new StringBuilder().append("\n");
        markdown.append("\n---\n");
        showListData.forEach(one->{
            if(argMap.containsKey(one.getSParam())){
                String valueStr = argMap.get(one.getSParam()) != null ? argMap.get(one.getSParam()).toString() : "";
                markdown.append("- ")
                        .append(one.getSParam())
                        .append(": `")
                        .append(valueStr)
                        .append("`\n");
            }
        });
        markdown.append("\n---\n");
        appendConfirm(markdown,sName);
        return markdown.toString();
    }

    private void appendConfirmAll(StringBuilder markdown,String sName){
        sName = ObjectUtil.isEmpty(sName)?StrUtil.EMPTY:"["+sName+"]";
        markdown.append("请确认是否执行").append(sName).append("操作？1.全部数据生成多个单据 回复【全部确认】；2.全部数据生成一个单据 回复【合并确认】；3.按自然语义描述生成一个单据 如＂第1行确认＂\n");
        markdown.append("回复:&emsp;&emsp;").append("**<a href=\"#\" data-action=\"reset\"  data-text=\"全部确认\" >全部确认</a>**").append("&emsp;")
                .append("**<a href=\"#\" data-action=\"reset\"  data-text=\"合并确认\" >合并确认</a>**").append("&emsp;")
                .append("**<a href=\"#\" data-action=\"reset\"  data-text=\"取消\" >取消</a>**");
    }

    private void appendConfirm(StringBuilder markdown,String sName){
        sName = ObjectUtil.isEmpty(sName)?StrUtil.EMPTY:"["+sName+"]";
        markdown.append("请确认是否执行").append(sName).append("操作？请回复:&emsp;&emsp;").append("**<a href=\"#\" data-action=\"reset\" data-text=\"确认\">确认</a>**").append("&emsp;")
                .append("**<a href=\"#\" data-action=\"reset\"  data-text=\"取消\">取消</a>**");
    }

    private Map<String, Object> transformationArgs(Map<String, Object> args, List<ParamRule> paramDefs) {
        Map<String, Object> result = new HashMap<>(args);
        paramDefs.forEach(pd->{
            String name = pd.getSParam();
            String sValue = pd.getSParamValue();
            Boolean bCheck = result.containsKey(name) && ObjectUtil.isNotEmpty(result.get(name));
            Boolean bCheck2 = result.containsKey(sValue) && ObjectUtil.isNotEmpty(result.get(sValue));
            if (!bCheck2 && bCheck ) {
                result.put(sValue,args.get(name));
            }
            if(RuleCode.CONST.getCode().equals(pd.getSRule()) && ObjectUtil.isNotEmpty(result.get(sValue))){
                String sData = result.get(sValue).toString();
                Map<String,Object> configData = JSONUtil.parseObj(pd.getSParamConfig());
                configData.forEach((k,v)->{
                    if(sData.equals(v)){
                        result.put(sValue,k);
                    }
                });
            }
        });
        return result;
    }

    private Map<String, Object> applyValues(Map<String, Object> args, List<ParamRule> paramDefsCheck) {
        Map<String, Object> result = new HashMap<>(args);
        result = transformationArgs( result, paramDefsCheck);
        List<ParamRule> paramDefs = new ArrayList<>(paramDefsCheck);
        paramDefs.sort(Comparator.comparing(ParamRule::getIOrder));
        for (ParamRule pd : paramDefs) {
            String name = pd.getSParam();
            String sValue = pd.getSParamValue();
            String sRule = pd.getSRule();
            String sType = pd.getSType();

            Boolean bCheck = result.containsKey(name);
            bCheck = bCheck && ObjectUtil.isNotEmpty(result.get(name));
            bCheck = bCheck &&  RuleCode.SQL.getCode().equals(sRule);
            bCheck = bCheck &&  ObjectUtil.isNotEmpty(pd.getSParamConfig());

            Boolean bCheck2 = result.containsKey(sValue);
            bCheck2 = bCheck2 && ObjectUtil.isNotEmpty(result.get(sValue));
            bCheck2 = bCheck2 &&  RuleCode.SQL.getCode().equals(sRule);
            bCheck2 = bCheck2 &&  ObjectUtil.isNotEmpty(pd.getSParamConfig());

            if ((bCheck || bCheck2) &&("enum".equals(sType) || "string".equals(sType))){
                String sSql = pd.getSParamConfig();
                String sKey = bCheck?name:sValue;
                String nameValue = result.get(sKey).toString();
                List<Map<String,Object>> dataList = dynamicExeDbService.findSql(result,sSql);
                if(ObjectUtil.isEmpty(dataList)){
                    throw new BusinessException(ErrorCode.PARAM_REQUIRED,String.format("%s 您描述的%s 不存在,请重新告诉我",name,nameValue));
                }
                if(ObjectUtil.isNotEmpty(args.get(name)) || ObjectUtil.isNotEmpty(args.get(sValue))){
                    if(("enum".equals(sType) ||"string".equals(sType)) && (args.get(name) instanceof List || args.get(sValue) instanceof List)){
                        if(args.get(name) instanceof List){
                            args.put(name,((List<?>) args.get(name)).get(0));
                        }
                        if(args.get(sValue) instanceof List){
                            args.put(sValue,((List<?>) args.get(sValue)).get(0));
                        }
                    }
                    List<Map<String,Object>> dataListNew = dataList.stream().filter(one-> one.get(sValue).equals(args.get(name)) ||  one.get(sValue).equals(args.get(sValue))).collect(Collectors.toUnmodifiableList());
                    if("enum".equals(sType) && ObjectUtil.isEmpty(dataListNew)){
                        args.remove(name);
                        args.remove(sValue);
                        result.remove(name);
                        result.remove(sValue);
                        continue;
                    }
                    if(ObjectUtil.isNotEmpty(dataListNew)){
                        dataList = new ArrayList<>();
                        dataList.add(dataListNew.get(0));
                    }
                }
                if(ObjectUtil.isNotEmpty(dataList) && dataList.size()==1){
                    String sCopyTo = pd.getSCopyTo();
                    if(ObjectUtil.isEmpty(sCopyTo)){
                        result.put(sValue, dataList.get(0).get(sValue));
                        result.put(name, dataList.get(0).get(sValue));
                    }else{
                        String[] sCopyToA = sCopyTo.split(",");
                        for(String sCopyToOne:sCopyToA){
                            String[] sCopyToOneA = sCopyToOne.split(":");
                            result.put(sCopyToOneA[0], dataList.get(0).get(sCopyToOneA[1]));
                        }
                    }
                }
                StringBuffer sData=new StringBuffer();
                if(dataList.size()>1){
                    List<Map<String, Object>> finalDataList = dataList;
                    IntStream.range(0, dataList.size())
                            .forEach(iRowNum ->{
                                sData.append((iRowNum + 1)).append(".").append(finalDataList.get(iRowNum).get(pd.getSParamValue()))
                                        .append("\n\n");

                            });
                    String sParamMissMemo = StrUtil.EMPTY;
                    if(ObjectUtil.isEmpty(pd.getSParamMissMemo())){
                        sParamMissMemo = pd.getSParam()+"存在多个，请选择:<br/>"+sData;
                    }else{
                        sParamMissMemo = StrUtil.format(pd.getSParamMissMemo(),sData.toString());
                    }
                    throw new BusinessException(ErrorCode.PARAM_REQUIRED,sParamMissMemo);
                }
            }
        }
        return result;
    }

    private Map<String, Object> applyDefaultValues(Map<String, Object> args, List<ParamRule> paramDefs) {
        Map<String, Object> result = new HashMap<>(args);
        for (ParamRule pd : paramDefs) {
            String name = pd.getSParam();
            if ((!result.containsKey(name)|| ObjectUtil.isEmpty(result.get(name)))
                    && ObjectUtil.isNotEmpty(pd.getSDefaultValue())
            ) {
                Object defaultValue = pd.getSDefaultValue();
                result.put(name, defaultValue);
            }
        }
        return result;
    }

    private List<String> checkRequiredParams(Map<String, Object> args, List<ParamRule> paramDefs) {
        Map<String,Object> returnMap = transformationArgs( args, paramDefs);
        return paramDefs.stream()
                .filter(pd -> Boolean.TRUE.equals(pd.getBEmpty()) && pd.getBTipModel())
                .filter(pd -> checkMiss( returnMap, pd))
                .map(ParamRule::getSParam)
                .toList();
    }

    private Boolean checkMiss(Map<String,Object> returnMap,ParamRule pd) {
        if(ObjectUtil.isEmpty(returnMap)){
            returnMap = new HashMap<>();
        }
        Boolean bBhcs = (ObjectUtil.isEmpty(returnMap.get(pd.getSParam())));
        Boolean bDbZero = false;
        if(pd.getSParamValue().startsWith("d")){
            try{
                String sParam = pd.getSParam().toString();
                Object sParamV = returnMap.get(sParam);
                bDbZero = (ObjectUtil.isEmpty(sParamV) || 0 ==Double.valueOf(sParamV.toString()));
            }catch (Exception e){
                bDbZero = true;
            }
        }
        return  bDbZero || bBhcs  || (!returnMap.containsKey(pd.getSParamValue()) || (ObjectUtil.isEmpty(returnMap.get(pd.getSParamValue()))));
    }

    /***
     * @Author 钱豹
     * @Date 1:08 2026/5/19
     * @Param [args, paramDefs]
     * @return java.util.List<java.lang.String>
     * @Description 获取缺失参数提示
     **/
    private List<String> checkConfirmAfterParam(Map<String, Object> args, List<ParamRule> paramDefs) {
        List<ParamRule> paramRuleList = getMissParamRuleAfter( args, paramDefs);
        return paramRuleList.stream()
                .map(ParamRule::getSParam)
                .toList();
    }

    /***
     * @Author 钱豹
     * @Date  2026/5/19
     * @Param [args, paramDefs]
     * @return java.util.List<com.xly.entity.ParamRule>
     * @Description 获取保存后的缺失参数
     **/
    private List<ParamRule> getMissParamRuleAfter(Map<String, Object> args, List<ParamRule> paramDefs) {
        Map<String,Object> returnMap = transformationArgs( args, paramDefs);
        return paramDefs.stream()
                    .filter(pd ->  ObjectUtil.isNotEmpty(pd.getBConfirmAfter()) && BooleanUtil.toBoolean(pd.getBConfirmAfter().toString()))
                    .filter(pd -> (!returnMap.containsKey(pd.getSParam()) || (ObjectUtil.isEmpty(returnMap.get(pd.getSParam()))))
                        && (!returnMap.containsKey(pd.getSParamValue()) || (ObjectUtil.isEmpty(returnMap.get(pd.getSParamValue()))))
                    )
                .toList();
    }

    public String executeTool(ToolMeta meta, Map<String, Object> args, List<ParamRule> paramRuleData,String userId,UserSceneSession session ) {
        log.info("执行工具：{}，参数：{}", meta.getSMethodNo(), args);
        args = transformationArgs( args, paramRuleData);
        String sReturn ="执行成功";
        try{
            sReturn = executeToolAfter(meta, args,paramRuleData,session);
        }catch (BusinessException e) {
            return e.getMessage();
        }finally {
            session.setSSystemPrompt(StrUtil.EMPTY);
        }
        if(meta.getIActionType()==1){
            session.setBCleanMemory(true);
            session.setArgs(new HashMap<>());
            session.setCurrentArgs(new HashMap<>());
        }
        return sReturn;
    }

    private String executeToolAfter(ToolMeta meta, Map<String, Object> args,List<ParamRule> paramDefs,UserSceneSession session) {
        String sBizContent = meta.getSBizContent();
        Integer iBizType = meta.getIBizType();
        args.put("sUserId", session.getUserId());
        args.put("sLoginId", session.getUserName());
        args.put("sMakePerson", session.getUserName());
        args.put("sBrId", session.getSBrandsId());
        args.put("sBrandsId", session.getSBrandsId());
        args.put("sSuId", session.getSSubsidiaryId());
        args.put("sSrcFormId", meta.getSSrcFormId());
        args.put("sControlName", meta.getSControlName());
        args.put("iBizType", iBizType);
        args.put("sSubsidiaryId", session.getSSubsidiaryId());
        args.put("sToolId", meta.getSId());
        if (iBizType == 1 || iBizType == 4) {
            Map<String, Object> data = new HashMap<>(args);
            data.put("sData", JSONObject.toJSONString((data)));
            if(ObjectUtil.isEmpty(sBizContent) && iBizType == 4){
                sBizContent ="Sp_Ai_AddCommonAfterNew";
                if(ObjectUtil.isEmpty(args.get("sSlaveId"))){
                    //插入AI记忆
                    String sMsg = "请选择操作数据";
                    Map<String, Object> sessA = session.getArgs();
                    sessA.remove("sSlaveId");
                    sessA.remove("operateType");
                    session.setArgs(sessA);
                    addSystemMessage(session, sMsg);
                    throw new BusinessException(-1,sMsg);
                }
                List<Map<String,Object>> sRowData = doGetFromDataWq( meta,  args, session);
                if(ObjectUtil.isEmpty(sRowData)){
                    String sMsg = "选择的数据ID:"+args.get("sSlaveId")+"不存在，请重新选择。";
                    session.setSFunPrompts(sMsg);
                    Map<String, Object> sessA = session.getArgs();
                    sessA.remove("sSlaveId");
                    sessA.remove("operateType");
                    session.setArgs(sessA);
                    //插入AI记忆
                    addSystemMessage(session, sMsg);
                    throw new BusinessException(-1,sMsg);
                }
                Map<String,Object> dataOne = DeepCopyUtils.deepCopy(args);
                dataOne.remove("sSlaveId");
                dataOne.remove("sId");
                sRowData.forEach(one->{
                    one.putAll(dataOne);
                });
                data.put("sRowData", JSONObject.toJSONString(sRowData));
            }
            Map<String, Object> searMap = this.dynamicExeDbService.getDoProMap(sBizContent, data);
            Map<String, Object> sReturn = this.dynamicExeDbService.getCallPro(searMap, sBizContent);
            Integer sCode = ObjectUtil.isNotEmpty(sReturn.get(ProcedureConstant.SCODE)) ? Integer.valueOf(sReturn.get(ProcedureConstant.SCODE).toString()) : 0;
            String sMsgText = ObjectUtil.isNotEmpty(sReturn.get(ProcedureConstant.SRETURN)) ? sReturn.get(ProcedureConstant.SRETURN).toString() : "操作成功";
            if (sCode < 0) {
                sMsgText = ObjectUtil.isEmpty(sMsgText) ? "调用过程sCode:" + Integer.valueOf(searMap.get(ProcedureConstant.SCODE).toString()) : sMsgText;
                session.setSFunPrompts(sMsgText);
                throw new BusinessException(sCode,sMsgText);
            }
            Map<String,Object> outMap = (Map<String, Object>) sReturn.get("outMap");
            String sId = ObjectUtil.isNotEmpty(outMap.get("sBillId")) ? outMap.get("sBillId").toString() : "";
            session.setSCopyTo(meta.getSControlName());
            session.setSCopyToSrcId(sId);
            session.setSFunPrompts(sMsgText);
            return sMsgText;
        } else if (iBizType == 2 && ObjectUtil.isNotEmpty(sBizContent)) {
            if (sBizContent.toLowerCase().startsWith("update")) {
                this.dynamicExeDbService.updateSql(args, sBizContent);
            } else if (sBizContent.toLowerCase().startsWith("delete")) {
                this.dynamicExeDbService.delSql(args, sBizContent);
            } else if (sBizContent.toLowerCase().startsWith("insert")) {
                this.dynamicExeDbService.addSql(args, sBizContent);
            } else {
                List<Map<String, Object>> retData = this.dynamicExeDbService.findSql(args, sBizContent);
                if (ObjectUtil.isNotEmpty(retData)) {
                    StringBuffer sb = new StringBuffer();
                    retData.forEach(one -> {
                        one.forEach((k, v) -> {
                            sb.append(v).append(" ");
                        });
                        sb.append("<br/>");
                    });
                    if (ObjectUtil.isNotEmpty(retData)) {
                        sb.append("请根据这些信息安排今天的工作吧！如果有具体任务需要进一步处理，请告诉我");
                    }
                    session.setSFunPrompts(sb.toString());
                    if ("queryTodayTask".equals(meta.getSMethodNo())) {
                        session.setBCleanMemory(true);
                    }
                    return sb.toString();
                } else {
                    String sMsgText = "未找到对应的数据";
                    session.setSFunPrompts(sMsgText);
                    addSystemMessage(session, sMsgText);
                    throw new BusinessException(-1,sMsgText);
                }
            }
        } else if (iBizType == 3) {
            return HttpsRequestUtil.me().doRequestHttp(sBizContent, JSONUtil.toJsonStr(args),
                    new HashMap<>(), "POST", "JSON");
        }
        return "操作成功";
    }

    private void addSystemMessage(UserSceneSession session,String sMsg){
//        if(ObjectUtil.isNotEmpty(operableChatMemoryProvider) && ObjectUtil.isNotEmpty(operableChatMemoryProvider.get(session.getUserId()))){
//            operableChatMemoryProvider.get(session.getUserId()).add(SystemMessage.from("上一次工具调用失败。原因：" + sMsg + "。请根据用户意图修正参数，并再次调用工具。"));
//        }
    }

    private List<Map<String,Object>> doGetFromDataWq(ToolMeta meta, Map<String, Object> args,UserSceneSession session){
        String sUrl = meta.getSendUrl();
        Map<String,Object> sBody = new HashMap<>();
        sBody.put("pageNum",1);
        sBody.put("pageSize",100);
        log.info("doGetFromData========================");
        List<Map<String,Object>> list = new ArrayList<>();
        Map<String,Object> serOne = new HashMap<>(4);
        if(ObjectUtil.isEmpty(args.get("sSlaveId"))){
            return new ArrayList<>();
        }
        String sSlaveId = StrUtil.EMPTY;
        if(args.get("sSlaveId") instanceof List){
            List<String> sSlaveIds = (List<String>) args.get("sSlaveId");
            sSlaveId = String.join(",",sSlaveIds);
        }else{
            sSlaveId = args.get("sSlaveId").toString();
        }
        serOne.put("bFilterCondition","IN");
        serOne.put("bFilterValue",sSlaveId);
        serOne.put("bFilterName","sSlaveId");
        list.add(serOne);

        log.info("开始请请求========================{}", sUrl);
        sBody.put("bFilter",list);
        Map<String, Object> headers = new HashMap<>();
        headers.put("Authorization",session.getAuthorization());
        String result;
        try{
            result = HttpsRequestUtil.me().doRequestHttp(sUrl,JSONObject.toJSONString(sBody),headers,"POST","JSON");
            log.info("请求URL========================{}", sUrl);
            log.info("请求URLresult========================{}", result);
            ErpResult erpResult = JsonUtils.toObject(result,ErpResult.class);
            if(ObjectUtil.isNotEmpty(erpResult)
                    && ObjectUtil.isNotEmpty(erpResult.getDataset())
                    && ObjectUtil.isNotEmpty(erpResult.getDataset().getRows())
                    && ObjectUtil.isNotEmpty(erpResult.getDataset().getRows().get(0))
                    && ObjectUtil.isNotEmpty(erpResult.getDataset().getRows().get(0).getDataSet())
            ){
                return erpResult.getDataset().getRows().get(0).getDataSet();
            }
        }catch (Exception e){
        }
        return new ArrayList<>();
    }

    private String doGetFromData(ToolMeta meta, Map<String, Object> args,UserSceneSession session){
        String sUrl = meta.getSendUrl();
        Map<String,Object> sBody = new HashMap<>();
        sBody.put("pageNum",1);
        sBody.put("pageSize",100);
        log.info("doGetFromData========================");
        List<Map<String,Object>> list = new ArrayList<>();
        args.remove("operateType");
        Map<String, Object> argsDeep = DeepCopyUtils.deepCopy(args);
        List<ParamRule> paramDefs = meta.getParamRuleList();
        Map<String, Object> argsNew =ValiDataUtil.getArgs( argsDeep, paramDefs);
        if(ObjectUtil.isNotEmpty(argsNew)){
            argsNew.forEach((k,v)->{
                if(ObjectUtil.isNotEmpty(v)){
                    List<ParamRule> pdList = paramDefs.stream().filter(m-> m.getSParam().equals(k) || m.getSParamValue().equals(k)).collect(Collectors.toUnmodifiableList());
                    List<Object> data = new ArrayList<>();
                    if(v instanceof List){
                        data.addAll((List<String>) v);
                    }else{
                        data.add(v);
                    }
                    data = data.stream().filter(m-> !(m.toString().contains("全部") || m.toString().contains("所有"))).collect(Collectors.toUnmodifiableList());
                    if(ObjectUtil.isNotEmpty(data)){
                        StringBuffer bFilterValue = new StringBuffer();
                        for(int i=0;i<data.size();i++){
                            if(i!=0){
                                bFilterValue.append(".");
                            }
                            bFilterValue.append(data.get(i));
                        }
                        if(pdList!=null){
                            Map<String,Object> serOne = new HashMap<>(4);
                            serOne.put("bFilterCondition","like");
                            serOne.put("bFilterValue",bFilterValue.toString());
                            serOne.put("bFilterName",pdList.get(0).getSParamValue());
                            list.add(serOne);
                        }
                    }
                }
            });
        }
        log.info("开始请请求========================{}", sUrl);
        sBody.put("bFilter",list);
        Map<String, Object> headers = new HashMap<>();
        headers.put("Authorization",session.getAuthorization());
        String result;
        try{
            result = HttpsRequestUtil.me().doRequestHttp(sUrl,JSONObject.toJSONString(sBody),headers,"POST","JSON");
            log.info("请求URL========================{}", sUrl);
            log.info("请求URLresult========================{}", result);
            ErpResult erpResult = JsonUtils.toObject(result,ErpResult.class);
            result = buildResultMessageWithTable( meta, erpResult, session);
        }catch (Exception e){
            result ="执行异常:"+e.getMessage();
        }
        return result;
    }

    public String buildResultMessageWithTable(ToolMeta meta,ErpResult erpResult,UserSceneSession session){
        Map<Integer,Map<String,Object>> currentRowData = new HashMap<>();
        ErpDataset dataset = erpResult.getDataset();
        if(erpResult.getCode()<0 && ObjectUtil.isNotEmpty(erpResult.getMsg())){
            return erpResult.getMsg();
        }
        if(dataset==null){
            return ErrorCode.DATA_NOT_FOUND.getMessage();
        }
        List<Map<String, Object>> sAIshowfieldShow = meta.getSAIshowfieldShow();
        List<Map<String, Object>> rows = new ArrayList<>();
        if(ObjectUtil.isNotEmpty(dataset.getRows().get(0))){
            rows = dataset.getRows().get(0).getDataSet();
        }
        List<Map<String, Object>>  recordData = findFieldNameByChinese(sAIshowfieldShow, rows);
        int recordCount = dataset != null ? dataset.getTotalCount() : 0;
        Set<String> headers = new LinkedHashSet<>();
        for (Map<String, Object> record : sAIshowfieldShow) {
            String chineseName = (String) record.get("label");
            if (chineseName != null && !"sSlaveId".equals(record.get("sName"))) {
                headers.add(chineseName);
            }
        }

        StringBuilder markdown = new StringBuilder();
        if(ObjectUtil.isNotEmpty(session.getArgs())){
            markdown.append("**查询条件**:");
            List<ParamRule> pr =  session.getCurrentTool().getParamRuleListCheck();
            Map<String, Object> argsOld = new HashMap<>(session.getArgs());
            pr.forEach(one->{
                if(argsOld.containsKey(one.getSParam())){
                    if(ObjectUtil.isNotEmpty(argsOld.get(one.getSParam()))){
                        if(one.getSParamValue().startsWith("d")){
                            if(Double.valueOf(argsOld.get(one.getSParam()).toString())>0){
                                markdown.append("<span style=\"color: #1890ff;margin-right: 10px;position: relative;display: inline-block;padding: 0 10px;\">")
                                        .append(one.getSParam()).append(":").append(argsOld.get(one.getSParam()).toString()).append(" ")
                                        .append(" <span style=\"font-weight: bold;font-size: 22px;position: absolute;right: -5px;top: -12px;color: #ff4d4f;display: inline-block;\" data-action=\"clearSql\" data-text=\""+one.getSParam()+","+one.getSParamValue()+"\" onclick=\"clearSql('"+one.getSParam()+","+one.getSParamValue()+"')\"> × </span>")
                                        .append("</span>");
                            }
                        }else{
                            markdown.append("<span style=\"color: #1890ff;margin-right: 10px;position: relative;display: inline-block;padding: 0 10px;\">")
                                    .append(one.getSParam()).append(":").append(argsOld.get(one.getSParam()).toString()).append(" ")
                                    .append(" <span style=\"font-weight: bold;font-size: 22px;position: absolute;right: -5px;top: -12px;color: #ff4d4f;display: inline-block;\" data-action=\"clearSql\" data-text=\""+one.getSParam()+","+one.getSParamValue()+"\" onclick=\"clearSql('"+one.getSParam()+","+one.getSParamValue()+"')\"> × </span>")
                                    .append("</span>");
                        }
                    }
                }
            });
            markdown.append("\n\n");
        }
        markdown.append("**结果**:");
        String sStatus = erpResult.getCode()<0?ErrorCode.ERRORMSG.getMessage():ErrorCode.SUCCESSMSG.getMessage();
        markdown.append(sStatus).append("\n");
        if(erpResult.getCode()<0){
            String sMsg = ObjectUtil.isEmpty(erpResult.getMsg())?ErrorCode.WFHYY.getMessage():erpResult.getMsg();
            markdown.append("**原因**: ").append(sMsg);
            return markdown.toString();
        }else{
            markdown.append(" 共 ").append(recordCount).append(" 条记录");
            if(rows.size()<recordCount){
                markdown.append("，显示前").append(rows.size()).append("条。如需查看全部，请指定筛选条件。");
            }
        }
        markdown.append("\n\n").append("| 序号 | ");
        headers.forEach(header -> markdown.append(header).append(" | "));
        markdown.append("\n|").append("---|".repeat(headers.size() + 1)).append("\n");
        List<Map<String,Object>> machineData = new LinkedList<>();
        for (int i = 0; i < recordData.size(); i++) {
            String uniqueValue = recordData.get(i).get("sSlaveId") != null ? recordData.get(i).get("sSlaveId").toString() : "";
            markdown.append("| ").append(i + 1).append(" | ");
            Map<String,Object> rMap = new HashMap<>();
            for (String header : headers) {
                Object value = recordData.get(i)!= null ? recordData.get(i).get(header) : null;
                markdown.append(value != null ? value : "—").append(" | ");
                rMap.put(header,value);
            }
            rMap.put("sSlaveId",uniqueValue);
            rMap.put("唯一",uniqueValue);
            markdown.append(" <span style=\"display:none;\">HIDDEN_DATA:")
                    .append(JSONUtil.toJsonStr(rMap))
                    .append("</span>");
            markdown.append("\n");
            machineData.add(rMap);
            Map<String,Object> cMap = new HashMap<>();
            cMap.put("sSlaveId",uniqueValue);
            currentRowData.put(i + 1,cMap);
        }
        markdown.append(">");
        if(meta.getIBizType()==4){
            markdown.append("\n---\n");
            appendConfirmAll(markdown,meta.getSControlName());
        }
        session.setCurrentRowData(currentRowData);
        return markdown.toString();
    }


    /**
     * 缺失参数统一提示模板：强制AI调用自定义方法，一次性回填所有参数
     */
    public String buildMissParamPrompt(UserSceneSession session, List<ParamRule> paramRuleDataMiss) {
        String methodNo = session.getCurrentTool().getSMethodNo();
        // 1. 拼接缺失参数的描述（增加“参数名”和“英文名”的对应，方便模型映射）
        String paramDesc = paramRuleDataMiss.stream()
                .map(p -> String.format("- 参数名：%s (对应字段: %s)，示例值：%s",
                        p.getSParam(), p.getSParamValue(), p.getSExampleValue()))
                .collect(Collectors.joining("\n"));
        // 但根据你的需求，其实 prompt 里并不需要强行插入一个空的 JSON 片段，
        // 直接告诉模型去“合并”即可。
        return String.format("""
            请你根据用户最新的输入，补充缺失的参数，并带着【所有完整参数】立即发起工具调用。
            
            【核心执行规则】
            1. **参数合并（至关重要）**：你必须保留上一轮对话中已经获取的参数（如 sSlaveId, operateType 等），并将用户本次提供的新参数与旧参数合并。
            2. **必须调用工具**：必须调用工具 `%s`。绝对禁止直接输出 JSON 文本，也绝对禁止向用户反问或索要信息。
            3. **完整调用**：请直接生成包含所有参数的 tool_calls 请求。
            【已获取数据】
            %s
            【当前缺失的参数说明】
            %s
            """, methodNo,JSONObject.toJSONString(session.getArgs()), paramDesc);
    }

    public String buildDynamicSystemPrompt(UserSceneSession session) {
        // 获取当前工具编号（用于 JSON 的 name 字段）
        String methodNo = session.getCurrentTool().getSMethodNo();
        return """
            【极强约束·必须执行】
            1. 禁止说话！禁止解释！
            2. 必须调用工具！
            3. 只输出标准工具调用JSON！
            
            ### 任务背景 ###
            用户会输入自然语言指令（如“第1行确认”、“全部合并”等）。
            你的任务是：解析出【操作类型】和【目标行号】。
            
            ### 解析规则（必须严格遵守） ###
            
            1. **操作类型 (operateType)**：
               - 如果用户说“全部确认”、“生成多个单据”，识别为："全部确认"
               - 如果用户说“合并确认”、“生成一个单据”，识别为："合并确认"
               - 其他情况，默认为："单行确认"
            
            2. **行号提取 (rowNumbers)**：
               - 单选：如“第5行”，提取为 [5]
               - 多选：如“第1、3、5行”，提取为 [1, 3, 5]
               - 范围：如“第2到4行”，提取为 [2, 3, 4]
               - 全选：如“全部”、“所有”，提取为 ["ALL"]
            
            ### 输出格式规范 ###
            请直接输出以下 JSON（不要任何 Markdown 格式，不要 ```json）：
            {"name": "%s", "parameters": {"operateType": "解析出的类型", "rowNumbers": [行号数组或"ALL"]}}
            
            """.formatted(methodNo);
    }
//    public String buildDynamicSystemPrompt(UserSceneSession session) {
//        // 获取当前工具编号
//        String methodNo = session.getCurrentTool().getSMethodNo();
//        // 格式化表格数据（保持缩进，方便模型阅读）
//        String rowJson = JSONUtil.toJsonPrettyStr(session.getCurrentRowData());
//
//        return """
//        【极强约束·必须执行】
//        1. 禁止说话！禁止解释！
//        2. 必须调用工具！
//        3. 只输出标准工具调用JSON！
//
//        ### 任务背景 ###
//        用户会输入类似“第5行确认”或“确认第3条”的指令。
//        你的任务是：解析行号 -> 在下方表格中找到对应行 -> 提取 sSlaveId -> 调用工具。
//
//        ### 数据源（表格 key 是行号） ###
//        %s
//
//        ### 防错黄金法则（必须严格遵守） ###
//        1. **查找阶段**：不要凭空编造 ID。必须先在“思考步骤”中明确写出：
//           “用户输入是[xx]，提取行号[N] -> 查找表格 Key=[N] -> 对应的 sSlaveId 是 [这里填入表格里的完整数字]”
//        2. **复制阶段**：sSlaveId 是一长串数字，请务必**直接复制**表格中的原始值，不要加省略号(...)，不要改变数字。
//        3. **输出阶段**：只有确认复制无误后，才在 JSON 的 sSlaveId 字段中填入该值。
//
//        ### 输出格式规范 ###
//        {"name": "%s", "parameters": {"operateType": "单行确认", "sSlaveId": "在这里填入你从表格中复制的ID"}}
//
//        ### 执行流程（一步一步来） ###
//        1. **解析**：阅读用户输入，确定他想操作的是第几行（N）。
//        2. **思考**：在回复的第一行，写出你的查找过程（例如：用户要求第5行...）。
//        3. **JSON**：换行后，输出最终的工具调用 JSON。
//
//        【警告】
//        如果用户要求的行号在表格中不存在，请返回错误信息，不要调用工具。
//        """.formatted(rowJson, methodNo);
//    }

    private List<Map<String, Object>> findFieldNameByChinese(List<Map<String, Object>> sAIshowfieldShow,List<Map<String, Object>> rows){
        Map<String,String> keyMappings = new HashMap<>();
        List<String> selectedKeys = new ArrayList<>();
        sAIshowfieldShow.forEach(one->{
            keyMappings.put(one.get("sName").toString(),one.get("label").toString());
            if("sSlaveId".equals(one.get("sName"))){
                keyMappings.put(one.get("sName").toString(),one.get("sName").toString());
            }
            selectedKeys.add(one.get("sName").toString());
        });
        List<Map<String, Object>>  sRowData = getFilteredDataStream(rows,rows.size(),selectedKeys,keyMappings);
        return sRowData;
    }

    public List<Map<String, Object>> getFilteredDataStream(List<Map<String, Object>> rows,
                                                           int limit,
                                                           List<String> selectedKeys,
                                                           Map<String,String> keyMappings) {
        if (rows == null || rows.isEmpty()) {
            return Collections.emptyList();
        }
        return rows.stream()
                .limit(limit)
                .map(original -> {
                    Map<String, Object> filtered = new HashMap<>();
                    selectedKeys.forEach(key -> {
                        if (original.containsKey(key)) {
                            filtered.put(keyMappings.get(key), original.get(key));
                        }
                    });
                    return filtered.isEmpty() ? null : filtered;
                })
                .filter(Objects::nonNull)
                .collect(Collectors.toList());
    }

    private String buildConfirmUserMessage(ToolMeta meta, Map<String, Object> args) {
        StringBuilder markdown = new StringBuilder();
        markdown.append("参数提取如下:\n\n");
        List<ParamRule> paramRuleData = meta.getParamRuleList();
        paramRuleData.forEach(one->{
            if(ObjectUtil.isNotEmpty(args.get(one.getSParam()))){
                markdown.append("- **").append(one.getSParam()).append("**: ").append(args.get(one.getSParam())).append("\n");
            }
        });
        markdown.append("\n---\n");
        appendConfirm(markdown,meta.getSControlName());
        return markdown.toString();
    }

    private String buildAskUserMessage(ToolMeta meta, List<String> missing,Map<String,Object> arg) {
        StringBuilder sb = new StringBuilder();
        sb.append("缺少参数请补全：\n");
        List<ParamRule> paramRuleData = meta.getParamRuleList();
        for (String name : missing) {
            paramRuleData.stream()
                    .filter(pd -> pd.getSParam().equals(name))
                    .findFirst()
                    .ifPresentOrElse(
                            pd -> {
                                String sTs = ObjectUtil.isEmpty(pd.getSRuleTs())?StrUtil.EMPTY:pd.getSRuleTs();
                                sb.append("- **").append(name).append("**: ");
                                if(ObjectUtil.isNotEmpty(pd.getSParamMissMemo())
                                        && ObjectUtil.isNotEmpty(arg.get(pd.getSParam()))
                                        && ObjectUtil.isNotEmpty(sTs)
                                ){
                                    if(!("string".equals(pd.getSType())
                                            && RuleCode.SQL.equals(pd.getSRule())
                                            && ObjectUtil.isNotEmpty(pd.getSParamConfig())
                                    ))
                                    {
                                        sb.append(StrUtil.format(pd.getSParamMissMemo(),sTs));
                                    }
                                }else if(ObjectUtil.isNotEmpty(sTs)){
                                    sb.append(sTs);
                                }
                                sb.append("\n");
                            },
                            () -> sb.append("- ").append(name).append("\n")
                    );
        }
        return sb.toString();
    }

    private String createEarlySuccessResult(ToolExecutionRequest request, String message) {
        return JSONUtil.toJsonStr(Map.of(
                "status", "success",
                "message", message,
                "executionCompleted", true,
                "data", successResult(request, message)
        ));
    }

    private String createTerminationResult(String message) {
        return JSONUtil.toJsonStr(Map.of(
                "status", "terminated",
                "message", message,
                "shouldContinue", false
        ));
    }

    private ToolExecutionResultMessage errorResult(ToolExecutionRequest request, String errorMsg) {
        return ToolExecutionResultMessage.from(request,  errorMsg);
    }

    private ToolExecutionResultMessage successResult(ToolExecutionRequest request, String text) {
        return ToolExecutionResultMessage.from(request, text);
    }

    private String  executeWithConfirmation(String initialResult, UserSceneSession session,ToolMeta meta) {
        Map<String, Object> step1Result = new HashMap<>();
        step1Result.put("initialResult", initialResult);
        step1Result.put("status", "PENDING_CONFIRMATION");
        step1Result.put("confirmationRequired", true);
        step1Result.put("confirmationMessage", initialResult);
        String userMessage = formatConfirmationResult(step1Result);
        session.setCurrentTool(meta);
        return userMessage;
    }

    private String formatConfirmationResult(Map<String, Object> result) {
        return String.format("%s", result.get("initialResult"));
    }

    public boolean isConfirmed(String userResponse,UserSceneSession session) {
        boolean check = userResponse.matches("(?i)(确认|全部确认|部分确认|是|yes|confirm|true|是的|可以|没问题|确定|好的|生成|)");
        return check  || userResponse.contains("生成")
                || userResponse.contains("确认")
                || (ObjectUtil.isNotEmpty(session.getArgs())
                    && session.getArgs().containsKey("operateType")
                    && session.getArgs().containsKey("sSlaveId")
                    && ObjectUtil.isNotEmpty(session.getArgs().get("sSlaveId"))
                );
    }
}