办学质量监测教学评价系统
ruoyi-admin/src/main/resources/mcp-server.json
@@ -5,7 +5,7 @@
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "D:\\software"
        "D:\\test"
      ]
    },
    "search1api": {
ruoyi-modules-api/ruoyi-knowledge-api/src/main/java/org/ruoyi/domain/KnowledgeFragment.java
@@ -45,7 +45,7 @@
    /**
     * ç‰‡æ®µç´¢å¼•下标
     */
    private Long idx;
    private Integer idx;
    /**
     * æ–‡æ¡£å†…容
ruoyi-modules-api/ruoyi-knowledge-api/src/main/java/org/ruoyi/domain/bo/KnowledgeInfoUploadBo.java
¶Ô±ÈÐÂÎļþ
@@ -0,0 +1,16 @@
package org.ruoyi.domain.bo;
import lombok.Data;
import org.springframework.web.multipart.MultipartFile;
/**
 * @author ageer
 */
@Data
public class KnowledgeInfoUploadBo {
    private String kid;
    private MultipartFile file;
}
ruoyi-modules-api/ruoyi-knowledge-api/src/main/java/org/ruoyi/service/IKnowledgeAttachService.java
@@ -5,6 +5,7 @@
import org.ruoyi.domain.vo.KnowledgeAttachVo;
import org.ruoyi.core.page.TableDataInfo;
import org.ruoyi.core.page.PageQuery;
import org.springframework.web.multipart.MultipartFile;
import java.util.Collection;
import java.util.List;
@@ -46,4 +47,17 @@
     * æ ¡éªŒå¹¶æ‰¹é‡åˆ é™¤çŸ¥è¯†åº“附件信息
     */
    Boolean deleteWithValidByIds(Collection<Long> ids, Boolean isValid);
    /**
     * åˆ é™¤çŸ¥è¯†é™„ä»¶
     */
    void removeKnowledgeAttach(String docId);
    /**
     * ç¿»è¯‘文件
     *
     * @param file æ–‡ä»¶
     * @param targetLanguage ç›®æ ‡è¯­éŸ³
     */
    String translationByFile(MultipartFile file, String targetLanguage);
}
ruoyi-modules-api/ruoyi-knowledge-api/src/main/java/org/ruoyi/service/IKnowledgeInfoService.java
@@ -2,6 +2,7 @@
import org.ruoyi.domain.bo.KnowledgeInfoBo;
import org.ruoyi.domain.bo.KnowledgeInfoUploadBo;
import org.ruoyi.domain.vo.KnowledgeInfoVo;
import org.ruoyi.core.page.TableDataInfo;
import org.ruoyi.core.page.PageQuery;
@@ -46,4 +47,19 @@
     * æ ¡éªŒå¹¶æ‰¹é‡åˆ é™¤çŸ¥è¯†åº“信息
     */
    Boolean deleteWithValidByIds(Collection<Long> ids, Boolean isValid);
    /**
     * æ–°å¢žçŸ¥è¯†åº“
     */
    void saveOne(KnowledgeInfoBo bo);
    /**
     * åˆ é™¤çŸ¥è¯†åº“
     */
    void removeKnowledge(String id);
    /**
     * ä¸Šä¼ é™„ä»¶
     */
    void upload(KnowledgeInfoUploadBo bo);
}
ruoyi-modules-api/ruoyi-knowledge-api/src/main/java/org/ruoyi/service/impl/KnowledgeAttachServiceImpl.java
@@ -9,13 +9,16 @@
import com.baomidou.mybatisplus.core.toolkit.Wrappers;
import lombok.RequiredArgsConstructor;
import org.ruoyi.domain.vo.KnowledgeAttachVo;
import org.ruoyi.mapper.KnowledgeFragmentMapper;
import org.springframework.stereotype.Service;
import org.ruoyi.domain.bo.KnowledgeAttachBo;
import org.ruoyi.domain.KnowledgeAttach;
import org.ruoyi.mapper.KnowledgeAttachMapper;
import org.ruoyi.service.IKnowledgeAttachService;
import org.springframework.web.multipart.MultipartFile;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Collection;
@@ -31,6 +34,7 @@
public class KnowledgeAttachServiceImpl implements IKnowledgeAttachService {
    private final KnowledgeAttachMapper baseMapper;
    private final KnowledgeFragmentMapper fragmentMapper;
    /**
     * æŸ¥è¯¢çŸ¥è¯†åº“附件
@@ -111,4 +115,64 @@
        }
        return baseMapper.deleteBatchIds(ids) > 0;
    }
    @Override
    public void removeKnowledgeAttach(String docId) {
        Map<String,Object> map = new HashMap<>();
        map.put("doc_id",docId);
        baseMapper.deleteByMap(map);
        fragmentMapper.deleteByMap(map);
    }
    @Override
    public String translationByFile(MultipartFile file, String targetLanguage) {
        /*String fileName = file.getOriginalFilename();
        String docType = fileName.substring(fileName.lastIndexOf(".")+1);
        String content = "";
        ResourceLoader resourceLoader = resourceLoaderFactory.getLoaderByFileType(docType);
        try {
            content = resourceLoader.getContent(file.getInputStream());
        } catch (IOException e) {
            throw new BaseException("该文件类型暂不支持!");
        }
        // ç¿»è¯‘模型固定为gpt-4o-mini
        String model = "gpt-4o-mini";
        ChatMessageBo chatMessageBo = new ChatMessageBo();
        chatMessageBo.setUserId(getUserId());
        chatMessageBo.setModelName(model);
        chatMessageBo.setContent(content);
        chatMessageBo.setDeductCost(0.01);
        chatMessageBo.setTotalTokens(0);
        OpenAiStreamClient openAiStreamClient = chatConfig.getOpenAiStreamClient();
        List<Message> messageList = new ArrayList<>();
        Message sysMessage = Message.builder().role(Message.Role.SYSTEM).content("你是一位精通各国语言的翻译大师\n" +
            "\n" +
            "请将用户输入词语翻译成{" + targetLanguage + "}\n" +
            "\n" +
            "==示例输出==\n" +
            "**原文** : <这里显示要翻译的原文信息>\n" +
            "**翻译** : <这里显示翻译之后的结果>\n" +
            "**总结** : <这里是对关键信息一个总结>\n" +
            "**提取的关键信息** : <这里返回关键信息>\n" +
            "==示例结束==\n" +
            "\n" +
            "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(content).build();
        messageList.add(message);
        ChatCompletionResponse chatCompletionResponse = null;
        try {
            ChatCompletion chatCompletion = ChatCompletion
                .builder()
                .messages(messageList)
                .model(model)
                .stream(false)
                .build();
            chatCompletionResponse = openAiStreamClient.chatCompletion(chatCompletion);
        }catch (Exception e) {
            throw new BaseException("调用大模型失败,请检查密钥是否正确!");
        }
        return chatCompletionResponse.getChoices().get(0).getMessage().getContent().toString();*/
        return "接口开发中!";
    }
}
ruoyi-modules-api/ruoyi-knowledge-api/src/main/java/org/ruoyi/service/impl/KnowledgeInfoServiceImpl.java
ÎļþÒÑɾ³ý
ruoyi-modules-api/ruoyi-system-api/src/main/java/org/ruoyi/system/service/IChatConfigService.java
@@ -46,4 +46,10 @@
     * æ ¡éªŒå¹¶æ‰¹é‡åˆ é™¤é…ç½®ä¿¡æ¯ä¿¡æ¯
     */
    Boolean deleteWithValidByIds(Collection<Long> ids, Boolean isValid);
    /**
     * æŸ¥è¯¢ç³»ç»Ÿå‚æ•°
     */
    List<ChatConfigVo> getSysConfigValue(String category);
}
ruoyi-modules-api/ruoyi-system-api/src/main/java/org/ruoyi/system/service/impl/ChatConfigServiceImpl.java
@@ -129,4 +129,18 @@
        return baseMapper.deleteBatchIds(ids) > 0;
    }
    /**
     * æ ¹æ®é…ç½®ç±»åž‹å’Œé…ç½®key获取值
     *
     * @param category
     * @return
     */
    @Override
    public List<ChatConfigVo> getSysConfigValue(String category) {
        ChatConfigBo bo = new ChatConfigBo();
        bo.setCategory(category);
        LambdaQueryWrapper<ChatConfig> lqw = buildQueryWrapper(bo);
        return baseMapper.selectVoList(lqw);
    }
}
ruoyi-modules/ruoyi-chat/src/main/java/org/ruoyi/chat/controller/chat/ChatConfigController.java
@@ -6,6 +6,7 @@
import jakarta.servlet.http.HttpServletResponse;
import jakarta.validation.constraints.*;
import cn.dev33.satoken.annotation.SaCheckPermission;
import org.ruoyi.common.core.service.ConfigService;
import org.ruoyi.common.excel.utils.ExcelUtil;
import org.ruoyi.common.idempotent.annotation.RepeatSubmit;
import org.ruoyi.core.page.TableDataInfo;
@@ -31,10 +32,13 @@
@Validated
@RequiredArgsConstructor
@RestController
@RequestMapping("/system/chatConfig")
@RequestMapping("/chat/config")
public class ChatConfigController extends BaseController {
    private final IChatConfigService chatConfigService;
    private final ConfigService configService;
    /**
     * æŸ¥è¯¢é…ç½®ä¿¡æ¯åˆ—表
@@ -102,4 +106,24 @@
                          @PathVariable Long[] ids) {
        return toAjax(chatConfigService.deleteWithValidByIds(List.of(ids), true));
    }
    /**
     * æ ¹æ®å‚数键名查询系统参数值
     *
     * @param configKey å‚æ•°Key
     */
    @GetMapping(value = "/configKey/{configKey}")
    public R<String> getConfigKey(@PathVariable String configKey) {
        return R.ok(configService.getConfigValue("sys",configKey));
    }
    /**
     * æŸ¥è¯¢ç³»ç»Ÿå‚æ•°
     *
     */
    @GetMapping(value = "/sysConfigKey")
    public R<List<ChatConfigVo>> getSysConfigKey() {
        return R.ok(chatConfigService.getSysConfigValue("sys"));
    }
}
ruoyi-modules/ruoyi-chat/src/main/java/org/ruoyi/chat/controller/chat/ChatStoreController.java
¶Ô±ÈÐÂÎļþ
@@ -0,0 +1,44 @@
package org.ruoyi.chat.controller.chat;
import lombok.RequiredArgsConstructor;
import org.ruoyi.common.core.domain.R;
import org.ruoyi.common.web.core.BaseController;
import org.ruoyi.domain.bo.ChatAppStoreBo;
import org.ruoyi.domain.vo.ChatAppStoreVo;
import org.ruoyi.service.IChatAppStoreService;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.PostMapping;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;
import java.util.List;
/**
 * åº”用商店
 *
 * @author Lion Li
 * @date 2024-03-19
 */
@RequiredArgsConstructor
@RestController
@RequestMapping("/system/store")
public class ChatStoreController extends BaseController {
    private final IChatAppStoreService appStoreService;
    /**
     * åº”用商店
     */
    @GetMapping("/appList")
    public R<List<ChatAppStoreVo>> appList(ChatAppStoreBo bo) {
        return R.ok(appStoreService.queryList(bo));
    }
    /**
     * æ”¶è—åº”用
     */
    @PostMapping("/copyApp")
    public R<String> copyApp() {
        return R.ok();
    }
}
ruoyi-modules/ruoyi-chat/src/main/java/org/ruoyi/chat/controller/knowledge/KnowledgeController.java
¶Ô±ÈÐÂÎļþ
@@ -0,0 +1,154 @@
package org.ruoyi.chat.controller.knowledge;
import cn.dev33.satoken.stp.StpUtil;
import jakarta.servlet.http.HttpServletResponse;
import jakarta.validation.constraints.NotEmpty;
import jakarta.validation.constraints.NotNull;
import lombok.RequiredArgsConstructor;
import org.ruoyi.common.core.domain.R;
import org.ruoyi.common.core.validate.AddGroup;
import org.ruoyi.common.excel.utils.ExcelUtil;
import org.ruoyi.common.log.annotation.Log;
import org.ruoyi.common.log.enums.BusinessType;
import org.ruoyi.common.satoken.utils.LoginHelper;
import org.ruoyi.common.web.core.BaseController;
import org.ruoyi.core.page.PageQuery;
import org.ruoyi.core.page.TableDataInfo;
import org.ruoyi.domain.bo.KnowledgeAttachBo;
import org.ruoyi.domain.bo.KnowledgeFragmentBo;
import org.ruoyi.domain.bo.KnowledgeInfoBo;
import org.ruoyi.domain.bo.KnowledgeInfoUploadBo;
import org.ruoyi.domain.vo.KnowledgeAttachVo;
import org.ruoyi.domain.vo.KnowledgeFragmentVo;
import org.ruoyi.domain.vo.KnowledgeInfoVo;
import org.ruoyi.service.IKnowledgeAttachService;
import org.ruoyi.service.IKnowledgeFragmentService;
import org.ruoyi.service.IKnowledgeInfoService;
import org.springframework.validation.annotation.Validated;
import org.springframework.web.bind.annotation.*;
import org.springframework.web.multipart.MultipartFile;
import java.util.List;
/**
 * @author ageer
 */
@Validated
@RequiredArgsConstructor
@RestController
@RequestMapping("/knowledge")
public class KnowledgeController extends BaseController {
    private final IKnowledgeInfoService knowledgeInfoService;
    private final IKnowledgeAttachService attachService;
    private final IKnowledgeFragmentService fragmentService;
    /**
     * æ ¹æ®ç”¨æˆ·ä¿¡æ¯æŸ¥è¯¢æœ¬åœ°çŸ¥è¯†åº“
     */
    @GetMapping("/list")
    public TableDataInfo<KnowledgeInfoVo> list(KnowledgeInfoBo bo, PageQuery pageQuery) {
        if (!StpUtil.isLogin()) {
            throw new SecurityException("请先去登录!");
        }
        bo.setUid(LoginHelper.getUserId());
        return knowledgeInfoService.queryPageList(bo, pageQuery);
    }
    /**
     * æ–°å¢žçŸ¥è¯†åº“
     */
    @Log(title = "知识库", businessType = BusinessType.INSERT)
    @PostMapping("/save")
    public R<Void> save(@Validated(AddGroup.class) @RequestBody KnowledgeInfoBo bo) {
        knowledgeInfoService.saveOne(bo);
        return R.ok();
    }
    /**
     * åˆ é™¤çŸ¥è¯†åº“
     */
    @PostMapping("/remove/{id}")
    public R<String> remove(@PathVariable String id) {
        knowledgeInfoService.removeKnowledge(id);
        return R.ok("删除知识库成功!");
    }
    /**
     * ä¿®æ”¹çŸ¥è¯†åº“
     */
    @Log(title = "知识库", businessType = BusinessType.UPDATE)
    @PostMapping("/edit")
    public R<Void> edit(@RequestBody KnowledgeInfoBo bo) {
        return toAjax(knowledgeInfoService.updateByBo(bo));
    }
    /**
     * å¯¼å‡ºçŸ¥è¯†åº“列表
     */
    @Log(title = "知识库", businessType = BusinessType.EXPORT)
    @PostMapping("/export")
    public void export(KnowledgeInfoBo bo, HttpServletResponse response) {
        List<KnowledgeInfoVo> list = knowledgeInfoService.queryList(bo);
        ExcelUtil.exportExcel(list, "知识库", KnowledgeInfoVo.class, response);
    }
    /**
     * æŸ¥è¯¢çŸ¥è¯†é™„件信息
     */
    @GetMapping("/detail/{kid}")
    public TableDataInfo<KnowledgeAttachVo> attach(KnowledgeAttachBo bo, PageQuery pageQuery, @PathVariable String kid) {
        bo.setKid(kid);
        return attachService.queryPageList(bo, pageQuery);
    }
    /**
     * ä¸Šä¼ çŸ¥è¯†åº“附件
     */
    @PostMapping(value = "/attach/upload")
    public R<String> upload(KnowledgeInfoUploadBo bo) {
        knowledgeInfoService.upload(bo);
        return R.ok("上传知识库附件成功!");
    }
    /**
     * èŽ·å–çŸ¥è¯†åº“é™„ä»¶è¯¦ç»†ä¿¡æ¯
     *
     * @param id ä¸»é”®
     */
    @GetMapping("attach/info/{id}")
    public R<KnowledgeAttachVo> getAttachInfo(@NotNull(message = "主键不能为空")
                                              @PathVariable Long id) {
        return R.ok(attachService.queryById(id));
    }
    /**
     * åˆ é™¤çŸ¥è¯†åº“附件
     */
    @PostMapping("attach/remove/{kid}")
    public R<Void> removeAttach(@NotEmpty(message = "主键不能为空")
                                @PathVariable String kid) {
        attachService.removeKnowledgeAttach(kid);
        return R.ok();
    }
    /**
     * æŸ¥è¯¢çŸ¥è¯†ç‰‡æ®µ
     */
    @GetMapping("/fragment/list/{docId}")
    public TableDataInfo<KnowledgeFragmentVo> fragmentList(KnowledgeFragmentBo bo, PageQuery pageQuery, @PathVariable String docId) {
        bo.setDocId(docId);
        return fragmentService.queryPageList(bo, pageQuery);
    }
    /**
     * ä¸Šä¼ æ–‡ä»¶ç¿»è¯‘
     */
    @PostMapping("/translationByFile")
    @ResponseBody
    public String translationByFile(@RequestParam("file") MultipartFile file, String targetLanguage) {
        return attachService.translationByFile(file, targetLanguage);
    }
}
ruoyi-modules/ruoyi-chat/src/main/java/org/ruoyi/chat/service/chat/impl/OpenAIServiceImpl.java
@@ -20,6 +20,7 @@
@Service
@Slf4j
public class OpenAIServiceImpl implements IChatService {
    @Autowired
    private OpenAiStreamClient openAiStreamClient;
ruoyi-modules/ruoyi-chat/src/main/java/org/ruoyi/chat/service/knowledge/KnowledgeInfoServiceImpl.java
¶Ô±ÈÐÂÎļþ
@@ -0,0 +1,232 @@
package org.ruoyi.chat.service.knowledge;
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 lombok.RequiredArgsConstructor;
import org.ruoyi.chain.loader.ResourceLoader;
import org.ruoyi.chain.loader.ResourceLoaderFactory;
import org.ruoyi.common.core.domain.model.LoginUser;
import org.ruoyi.common.core.utils.MapstructUtils;
import org.ruoyi.common.core.utils.StringUtils;
import org.ruoyi.common.satoken.utils.LoginHelper;
import org.ruoyi.core.page.PageQuery;
import org.ruoyi.core.page.TableDataInfo;
import org.ruoyi.domain.KnowledgeAttach;
import org.ruoyi.domain.KnowledgeFragment;
import org.ruoyi.domain.KnowledgeInfo;
import org.ruoyi.domain.bo.KnowledgeInfoBo;
import org.ruoyi.domain.bo.KnowledgeInfoUploadBo;
import org.ruoyi.domain.vo.KnowledgeInfoVo;
import org.ruoyi.mapper.KnowledgeAttachMapper;
import org.ruoyi.mapper.KnowledgeFragmentMapper;
import org.ruoyi.mapper.KnowledgeInfoMapper;
import org.ruoyi.service.EmbeddingService;
import org.ruoyi.service.IKnowledgeInfoService;
import org.springframework.stereotype.Service;
import org.springframework.transaction.annotation.Transactional;
import org.springframework.web.multipart.MultipartFile;
import java.io.IOException;
import java.util.*;
/**
 * çŸ¥è¯†åº“Service业务层处理
 *
 * @author ageerle
 * @date 2025-04-08
 */
@RequiredArgsConstructor
@Service
public class KnowledgeInfoServiceImpl implements IKnowledgeInfoService {
    private final KnowledgeInfoMapper baseMapper;
    private final EmbeddingService embeddingService;
    private final ResourceLoaderFactory resourceLoaderFactory;
    private final KnowledgeFragmentMapper fragmentMapper;
    private final KnowledgeAttachMapper attachMapper;
    /**
     * æŸ¥è¯¢çŸ¥è¯†åº“
     */
    @Override
    public KnowledgeInfoVo queryById(Long id){
        return baseMapper.selectVoById(id);
    }
    /**
     * æŸ¥è¯¢çŸ¥è¯†åº“列表
     */
    @Override
    public TableDataInfo<KnowledgeInfoVo> queryPageList(KnowledgeInfoBo bo, PageQuery pageQuery) {
        LambdaQueryWrapper<KnowledgeInfo> lqw = buildQueryWrapper(bo);
        Page<KnowledgeInfoVo> result = baseMapper.selectVoPage(pageQuery.build(), lqw);
        return TableDataInfo.build(result);
    }
    /**
     * æŸ¥è¯¢çŸ¥è¯†åº“列表
     */
    @Override
    public List<KnowledgeInfoVo> queryList(KnowledgeInfoBo bo) {
        LambdaQueryWrapper<KnowledgeInfo> lqw = buildQueryWrapper(bo);
        return baseMapper.selectVoList(lqw);
    }
    private LambdaQueryWrapper<KnowledgeInfo> buildQueryWrapper(KnowledgeInfoBo bo) {
        Map<String, Object> params = bo.getParams();
        LambdaQueryWrapper<KnowledgeInfo> lqw = Wrappers.lambdaQuery();
        lqw.eq(StringUtils.isNotBlank(bo.getKid()), KnowledgeInfo::getKid, bo.getKid());
        lqw.eq(bo.getUid() != null, KnowledgeInfo::getUid, bo.getUid());
        lqw.like(StringUtils.isNotBlank(bo.getKname()), KnowledgeInfo::getKname, bo.getKname());
        lqw.eq(bo.getShare() != null, KnowledgeInfo::getShare, bo.getShare());
        lqw.eq(StringUtils.isNotBlank(bo.getDescription()), KnowledgeInfo::getDescription, bo.getDescription());
        lqw.eq(StringUtils.isNotBlank(bo.getKnowledgeSeparator()), KnowledgeInfo::getKnowledgeSeparator, bo.getKnowledgeSeparator());
        lqw.eq(StringUtils.isNotBlank(bo.getQuestionSeparator()), KnowledgeInfo::getQuestionSeparator, bo.getQuestionSeparator());
        lqw.eq(bo.getOverlapChar() != null, KnowledgeInfo::getOverlapChar, bo.getOverlapChar());
        lqw.eq(bo.getRetrieveLimit() != null, KnowledgeInfo::getRetrieveLimit, bo.getRetrieveLimit());
        lqw.eq(bo.getTextBlockSize() != null, KnowledgeInfo::getTextBlockSize, bo.getTextBlockSize());
        lqw.eq(StringUtils.isNotBlank(bo.getVector()), KnowledgeInfo::getVector, bo.getVector());
        lqw.eq(StringUtils.isNotBlank(bo.getVectorModel()), KnowledgeInfo::getVectorModel, bo.getVectorModel());
        return lqw;
    }
    /**
     * æ–°å¢žçŸ¥è¯†åº“
     */
    @Override
    public Boolean insertByBo(KnowledgeInfoBo bo) {
        KnowledgeInfo add = MapstructUtils.convert(bo, KnowledgeInfo.class);
        validEntityBeforeSave(add);
        boolean flag = baseMapper.insert(add) > 0;
        if (flag) {
            bo.setId(add.getId());
        }
        return flag;
    }
    /**
     * ä¿®æ”¹çŸ¥è¯†åº“
     */
    @Override
    public Boolean updateByBo(KnowledgeInfoBo bo) {
        KnowledgeInfo update = MapstructUtils.convert(bo, KnowledgeInfo.class);
        validEntityBeforeSave(update);
        return baseMapper.updateById(update) > 0;
    }
    /**
     * ä¿å­˜å‰çš„æ•°æ®æ ¡éªŒ
     */
    private void validEntityBeforeSave(KnowledgeInfo entity){
        //TODO åšä¸€äº›æ•°æ®æ ¡éªŒ,如唯一约束
    }
    /**
     * æ‰¹é‡åˆ é™¤çŸ¥è¯†åº“
     */
    @Override
    public Boolean deleteWithValidByIds(Collection<Long> ids, Boolean isValid) {
        if(isValid){
            //TODO åšä¸€äº›ä¸šåŠ¡ä¸Šçš„æ ¡éªŒ,判断是否需要校验
        }
        return baseMapper.deleteBatchIds(ids) > 0;
    }
    @Override
    @Transactional(rollbackFor = Exception.class)
    public void saveOne(KnowledgeInfoBo bo) {
        KnowledgeInfo knowledgeInfo = MapstructUtils.convert(bo, KnowledgeInfo.class);
        if (StringUtils.isBlank(bo.getKid())){
            String kid = RandomUtil.randomString(10);
            if (knowledgeInfo != null) {
                knowledgeInfo.setKid(kid);
                knowledgeInfo.setUid(LoginHelper.getLoginUser().getUserId());
            }
            baseMapper.insert(knowledgeInfo);
            embeddingService.createSchema(String.valueOf(knowledgeInfo.getId()));
        }else {
            baseMapper.updateById(knowledgeInfo);
        }
    }
    @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);
        // åˆ é™¤å‘量库信息
        knowledgeInfoList.forEach(knowledgeInfoVo -> {
            embeddingService.removeByKid(String.valueOf(knowledgeInfoVo.getId()));
        });
        // åˆ é™¤é™„件和知识片段
        fragmentMapper.deleteByMap(map);
        attachMapper.deleteByMap(map);
        // åˆ é™¤çŸ¥è¯†åº“
        baseMapper.deleteByMap(map);
    }
    @Override
    public void upload(KnowledgeInfoUploadBo bo) {
        storeContent(bo.getFile(), bo.getKid());
    }
    public void storeContent(MultipartFile file, String kid) {
        String fileName = file.getOriginalFilename();
        List<String> chunkList = new ArrayList<>();
        KnowledgeAttach knowledgeAttach = new KnowledgeAttach();
        knowledgeAttach.setKid(kid);
        String docId = RandomUtil.randomString(10);
        knowledgeAttach.setDocId(docId);
        knowledgeAttach.setDocName(fileName);
        knowledgeAttach.setDocType(fileName.substring(fileName.lastIndexOf(".")+1));
        String content = "";
        ResourceLoader resourceLoader = resourceLoaderFactory.getLoaderByFileType(knowledgeAttach.getDocType());
        List<String> fids = new ArrayList<>();
        try {
            content = resourceLoader.getContent(file.getInputStream());
            chunkList = resourceLoader.getChunkList(content, kid);
            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);
                    knowledgeFragment.setContent(chunkList.get(i));
                    knowledgeFragment.setCreateTime(new Date());
                    knowledgeFragmentList.add(knowledgeFragment);
                }
            }
            fragmentMapper.insertBatch(knowledgeFragmentList);
        } catch (IOException e) {
            e.printStackTrace();
        }
        knowledgeAttach.setContent(content);
        knowledgeAttach.setCreateTime(new Date());
        attachMapper.insert(knowledgeAttach);
        embeddingService.storeEmbeddings(chunkList,kid,docId,fids);
    }
    public void check(List<KnowledgeInfoVo> knowledgeInfoList){
        LoginUser loginUser = LoginHelper.getLoginUser();
        for (KnowledgeInfoVo knowledgeInfoVo : knowledgeInfoList) {
            if(!knowledgeInfoVo.getUid().equals(loginUser.getUserId())){
                throw new SecurityException("权限不足");
            }
        }
    }
}