feat: Typesense search driver (EE) (#1664)

* feat: typesense driver (EE) - WIP

* feat: typesense driver (EE) - WIP

* feat: typesense

* sync

* fix

apps/server/package.json

@@ -37,6 +37,7 @@
     "@fastify/cookie": "^11.0.2",
     "@fastify/multipart": "^9.0.3",
     "@fastify/static": "^8.2.0",
+    "@nestjs-labs/nestjs-ioredis": "^11.0.4",
     "@nestjs/bullmq": "^11.0.2",
     "@nestjs/common": "^11.1.3",
     "@nestjs/config": "^4.0.2",
@@ -55,7 +56,7 @@
     "@react-email/render": "1.0.2",
     "@socket.io/redis-adapter": "^8.3.0",
     "bcrypt": "^5.1.1",
-    "bullmq": "^5.53.2",
+    "bullmq": "^5.61.0",
     "cache-manager": "^6.4.3",
     "cheerio": "^1.1.0",
     "class-transformer": "^0.5.1",
@@ -63,6 +64,7 @@
     "cookie": "^1.0.2",
     "fs-extra": "^11.3.0",
     "happy-dom": "^18.0.1",
+    "ioredis": "^5.4.1",
     "jsonwebtoken": "^9.0.2",
     "kysely": "^0.28.2",
     "kysely-migration-cli": "^0.4.2",
@@ -89,6 +91,7 @@
     "socket.io": "^4.8.1",
     "stripe": "^17.5.0",
     "tmp-promise": "^3.0.3",
+    "typesense": "^2.1.0",
     "ws": "^8.18.2",
     "yauzl": "^3.2.0"
   },

apps/server/src/app.module.ts

@@ -16,6 +16,8 @@ import { ExportModule } from './integrations/export/export.module';
 import { ImportModule } from './integrations/import/import.module';
 import { SecurityModule } from './integrations/security/security.module';
 import { TelemetryModule } from './integrations/telemetry/telemetry.module';
+import { RedisModule } from '@nestjs-labs/nestjs-ioredis';
+import { RedisConfigService } from './integrations/redis/redis-config.service';
 
 const enterpriseModules = [];
 try {
@@ -36,6 +38,9 @@ try {
     CoreModule,
     DatabaseModule,
     EnvironmentModule,
+    RedisModule.forRootAsync({
+      useClass: RedisConfigService,
+    }),
     CollaborationModule,
     WsModule,
     QueueModule,

apps/server/src/common/events/event.contants.ts

@@ -1,3 +1,8 @@
 export enum EventName {
   COLLAB_PAGE_UPDATED = 'collab.page.updated',
+  PAGE_CREATED = 'page.created',
+  PAGE_UPDATED = 'page.updated',
+  PAGE_DELETED = 'page.deleted',
+  PAGE_SOFT_DELETED = 'page.soft_deleted',
+  PAGE_RESTORED = 'page.restored',
 }

apps/server/src/common/validator/is-iso6391.ts

@@ -0,0 +1,34 @@
+// MIT - https://github.com/typestack/class-validator/pull/2626
+import isISO6391Validator from 'validator/lib/isISO6391';
+import { buildMessage, ValidateBy, ValidationOptions } from 'class-validator';
+
+export const IS_ISO6391 = 'isISO6391';
+
+/**
+ * Check if the string is a valid [ISO 639-1](https://en.wikipedia.org/wiki/ISO_639-1) officially assigned language code.
+ */
+export function isISO6391(value: unknown): boolean {
+  return typeof value === 'string' && isISO6391Validator(value);
+}
+
+/**
+ * Check if the string is a valid [ISO 639-1](https://en.wikipedia.org/wiki/ISO_639-1) officially assigned language code.
+ */
+export function IsISO6391(
+  validationOptions?: ValidationOptions,
+): PropertyDecorator {
+  return ValidateBy(
+    {
+      name: IS_ISO6391,
+      validator: {
+        validate: (value, args): boolean => isISO6391(value),
+        defaultMessage: buildMessage(
+          (eachPrefix) =>
+            eachPrefix + '$property must be a valid ISO 639-1 language code',
+          validationOptions,
+        ),
+      },
+    },
+    validationOptions,
+  );
+}

apps/server/src/core/page/page.module.ts

@@ -9,6 +9,6 @@ import { StorageModule } from '../../integrations/storage/storage.module';
   controllers: [PageController],
   providers: [PageService, PageHistoryService, TrashCleanupService],
   exports: [PageService, PageHistoryService],
-  imports: [StorageModule]
+  imports: [StorageModule],
 })
 export class PageModule {}

apps/server/src/core/page/services/page.service.ts

@@ -38,6 +38,8 @@ import { StorageService } from '../../../integrations/storage/storage.service';
 import { InjectQueue } from '@nestjs/bullmq';
 import { Queue } from 'bullmq';
 import { QueueJob, QueueName } from '../../../integrations/queue/constants';
+import { EventName } from '../../../common/events/event.contants';
+import { EventEmitter2 } from '@nestjs/event-emitter';
 
 @Injectable()
 export class PageService {
@@ -49,6 +51,7 @@ export class PageService {
     @InjectKysely() private readonly db: KyselyDB,
     private readonly storageService: StorageService,
     @InjectQueue(QueueName.ATTACHMENT_QUEUE) private attachmentQueue: Queue,
+    private eventEmitter: EventEmitter2,
   ) {}
 
   async findById(
@@ -380,6 +383,11 @@ export class PageService {
 
     await this.db.insertInto('pages').values(insertablePages).execute();
 
+    const insertedPageIds = insertablePages.map((page) => page.id);
+    this.eventEmitter.emit(EventName.PAGE_CREATED, {
+      pageIds: insertedPageIds,
+    });
+
     //TODO: best to handle this in a queue
     const attachmentsIds = Array.from(attachmentMap.keys());
     if (attachmentsIds.length > 0) {
@@ -606,6 +614,9 @@ export class PageService {
 
     if (pageIds.length > 0) {
       await this.db.deleteFrom('pages').where('id', 'in', pageIds).execute();
+      this.eventEmitter.emit(EventName.PAGE_DELETED, {
+        pageIds: pageIds,
+      });
     }
   }
 

apps/server/src/core/search/dto/search-response.dto.ts

@@ -1,3 +1,5 @@
+import { Space } from '@docmost/db/types/entity.types';
+
 export class SearchResponseDto {
   id: string;
   title: string;
@@ -8,4 +10,5 @@ export class SearchResponseDto {
   highlight: string;
   createdAt: Date;
   updatedAt: Date;
+  space: Partial<Space>;
 }

apps/server/src/core/search/search.controller.ts

@@ -5,6 +5,7 @@ import {
   ForbiddenException,
   HttpCode,
   HttpStatus,
+  Logger,
   Post,
   UseGuards,
 } from '@nestjs/common';
@@ -24,13 +25,19 @@ import {
 } from '../casl/interfaces/space-ability.type';
 import { AuthUser } from '../../common/decorators/auth-user.decorator';
 import { Public } from 'src/common/decorators/public.decorator';
+import { EnvironmentService } from '../../integrations/environment/environment.service';
+import { ModuleRef } from '@nestjs/core';
 
 @UseGuards(JwtAuthGuard)
 @Controller('search')
 export class SearchController {
+  private readonly logger = new Logger(SearchController.name);
+
   constructor(
     private readonly searchService: SearchService,
     private readonly spaceAbility: SpaceAbilityFactory,
+    private readonly environmentService: EnvironmentService,
+    private moduleRef: ModuleRef,
   ) {}
 
   @HttpCode(HttpStatus.OK)
@@ -53,7 +60,14 @@ export class SearchController {
       }
     }
 
-    return this.searchService.searchPage(searchDto.query, searchDto, {
+    if (this.environmentService.getSearchDriver() === 'typesense') {
+      return this.searchTypesense(searchDto, {
+        userId: user.id,
+        workspaceId: workspace.id,
+      });
+    }
+
+    return this.searchService.searchPage(searchDto, {
       userId: user.id,
       workspaceId: workspace.id,
     });
@@ -81,8 +95,47 @@ export class SearchController {
       throw new BadRequestException('shareId is required');
     }
 
-    return this.searchService.searchPage(searchDto.query, searchDto, {
+    if (this.environmentService.getSearchDriver() === 'typesense') {
+      return this.searchTypesense(searchDto, {
+        workspaceId: workspace.id,
+      });
+    }
+
+    return this.searchService.searchPage(searchDto, {
       workspaceId: workspace.id,
     });
   }
+
+  async searchTypesense(
+    searchParams: SearchDTO,
+    opts: {
+      userId?: string;
+      workspaceId: string;
+    },
+  ) {
+    const { userId, workspaceId } = opts;
+    let TypesenseModule: any;
+    try {
+      // eslint-disable-next-line @typescript-eslint/no-require-imports
+      TypesenseModule = require('./../../ee/typesense/services/page-search.service');
+
+      const PageSearchService = this.moduleRef.get(
+        TypesenseModule.PageSearchService,
+        {
+          strict: false,
+        },
+      );
+
+      return PageSearchService.searchPage(searchParams, {
+        userId: userId,
+        workspaceId,
+      });
+    } catch (err) {
+      this.logger.debug(
+        'Typesense module requested but enterprise module not bundled in this build',
+      );
+    }
+
+    throw new BadRequestException('Enterprise Typesense search module missing');
+  }
 }

apps/server/src/core/search/search.service.ts

@@ -21,13 +21,14 @@ export class SearchService {
   ) {}
 
   async searchPage(
-    query: string,
     searchParams: SearchDTO,
     opts: {
       userId?: string;
       workspaceId: string;
     },
   ): Promise<SearchResponseDto[]> {
+    const { query } = searchParams;
+
     if (query.length < 1) {
       return;
     }

apps/server/src/database/database.module.ts

@@ -25,6 +25,7 @@ import { MigrationService } from '@docmost/db/services/migration.service';
 import { UserTokenRepo } from './repos/user-token/user-token.repo';
 import { BacklinkRepo } from '@docmost/db/repos/backlink/backlink.repo';
 import { ShareRepo } from '@docmost/db/repos/share/share.repo';
+import { PageListener } from '@docmost/db/listeners/page.listener';
 
 // https://github.com/brianc/node-postgres/issues/811
 types.setTypeParser(types.builtins.INT8, (val) => Number(val));
@@ -75,7 +76,8 @@ types.setTypeParser(types.builtins.INT8, (val) => Number(val));
     AttachmentRepo,
     UserTokenRepo,
     BacklinkRepo,
-    ShareRepo
+    ShareRepo,
+    PageListener,
   ],
   exports: [
     WorkspaceRepo,
@@ -90,7 +92,7 @@ types.setTypeParser(types.builtins.INT8, (val) => Number(val));
     AttachmentRepo,
     UserTokenRepo,
     BacklinkRepo,
-    ShareRepo
+    ShareRepo,
   ],
 })
 export class DatabaseModule

apps/server/src/database/listeners/page.listener.ts

@@ -0,0 +1,49 @@
+import { Injectable, Logger } from '@nestjs/common';
+import { OnEvent } from '@nestjs/event-emitter';
+import { EventName } from '../../common/events/event.contants';
+import { InjectQueue } from '@nestjs/bullmq';
+import { QueueJob, QueueName } from '../../integrations/queue/constants';
+import { Queue } from 'bullmq';
+
+export class PageEvent {
+  pageIds: string[];
+}
+
+@Injectable()
+export class PageListener {
+  private readonly logger = new Logger(PageListener.name);
+
+  constructor(
+    @InjectQueue(QueueName.SEARCH_QUEUE) private searchQueue: Queue,
+  ) {}
+
+  @OnEvent(EventName.PAGE_CREATED)
+  async handlePageCreated(event: PageEvent) {
+    const { pageIds } = event;
+    await this.searchQueue.add(QueueJob.PAGE_CREATED, { pageIds });
+  }
+
+  @OnEvent(EventName.PAGE_UPDATED)
+  async handlePageUpdated(event: PageEvent) {
+    const { pageIds } = event;
+    await this.searchQueue.add(QueueJob.PAGE_UPDATED, { pageIds });
+  }
+
+  @OnEvent(EventName.PAGE_DELETED)
+  async handlePageDeleted(event: PageEvent) {
+    const { pageIds } = event;
+    await this.searchQueue.add(QueueJob.PAGE_DELETED, { pageIds });
+  }
+
+  @OnEvent(EventName.PAGE_SOFT_DELETED)
+  async handlePageSoftDeleted(event: PageEvent) {
+    const { pageIds } = event;
+    await this.searchQueue.add(QueueJob.PAGE_SOFT_DELETED, { pageIds });
+  }
+
+  @OnEvent(EventName.PAGE_RESTORED)
+  async handlePageRestored(event: PageEvent) {
+    const { pageIds } = event;
+    await this.searchQueue.add(QueueJob.PAGE_RESTORED, { pageIds });
+  }
+}

apps/server/src/database/repos/page/page.repo.ts

@@ -14,32 +14,17 @@ import { ExpressionBuilder, sql } from 'kysely';
 import { DB } from '@docmost/db/types/db';
 import { jsonArrayFrom, jsonObjectFrom } from 'kysely/helpers/postgres';
 import { SpaceMemberRepo } from '@docmost/db/repos/space/space-member.repo';
+import { EventEmitter2 } from '@nestjs/event-emitter';
+import { EventName } from '../../../common/events/event.contants';
 
 @Injectable()
 export class PageRepo {
   constructor(
     @InjectKysely() private readonly db: KyselyDB,
     private spaceMemberRepo: SpaceMemberRepo,
+    private eventEmitter: EventEmitter2,
   ) {}
 
-  withHasChildren(eb: ExpressionBuilder<DB, 'pages'>) {
-    return eb
-      .selectFrom('pages as child')
-      .select((eb) =>
-        eb
-          .case()
-          .when(eb.fn.countAll(), '>', 0)
-          .then(true)
-          .else(false)
-          .end()
-          .as('count'),
-      )
-      .whereRef('child.parentPageId', '=', 'pages.id')
-      .where('child.deletedAt', 'is', null)
-      .limit(1)
-      .as('hasChildren');
-  }
-
   private baseFields: Array<keyof Page> = [
     'id',
     'slugId',
@@ -63,6 +48,7 @@ export class PageRepo {
     pageId: string,
     opts?: {
       includeContent?: boolean;
+      includeTextContent?: boolean;
       includeYdoc?: boolean;
       includeSpace?: boolean;
       includeCreator?: boolean;
@@ -80,6 +66,7 @@ export class PageRepo {
       .select(this.baseFields)
       .$if(opts?.includeContent, (qb) => qb.select('content'))
       .$if(opts?.includeYdoc, (qb) => qb.select('ydoc'))
+      .$if(opts?.includeTextContent, (qb) => qb.select('textContent'))
       .$if(opts?.includeHasChildren, (qb) =>
         qb.select((eb) => this.withHasChildren(eb)),
       );
@@ -126,7 +113,7 @@ export class PageRepo {
     pageIds: string[],
     trx?: KyselyTransaction,
   ) {
-    return dbOrTx(this.db, trx)
+    const result = await dbOrTx(this.db, trx)
       .updateTable('pages')
       .set({ ...updatePageData, updatedAt: new Date() })
       .where(
@@ -135,6 +122,12 @@ export class PageRepo {
         pageIds,
       )
       .executeTakeFirst();
+
+    this.eventEmitter.emit(EventName.PAGE_UPDATED, {
+      pageIds: pageIds,
+    });
+
+    return result;
   }
 
   async insertPage(
@@ -142,11 +135,17 @@ export class PageRepo {
     trx?: KyselyTransaction,
   ): Promise<Page> {
     const db = dbOrTx(this.db, trx);
-    return db
+    const result = await db
       .insertInto('pages')
       .values(insertablePage)
       .returning(this.baseFields)
       .executeTakeFirst();
+
+    this.eventEmitter.emit(EventName.PAGE_CREATED, {
+      pageIds: [result.id],
+    });
+
+    return result;
   }
 
   async deletePage(pageId: string): Promise<void> {
@@ -196,6 +195,9 @@ export class PageRepo {
 
         await trx.deleteFrom('shares').where('pageId', 'in', pageIds).execute();
       });
+      this.eventEmitter.emit(EventName.PAGE_SOFT_DELETED, {
+        pageIds: pageIds,
+      });
     }
   }
 
@@ -259,6 +261,9 @@ export class PageRepo {
         .where('id', '=', pageId)
         .execute();
     }
+    this.eventEmitter.emit(EventName.PAGE_RESTORED, {
+      pageIds: pageIds,
+    });
   }
 
   async getRecentPagesInSpace(spaceId: string, pagination: PaginationOptions) {
@@ -379,6 +384,24 @@ export class PageRepo {
     ).as('contributors');
   }
 
+  withHasChildren(eb: ExpressionBuilder<DB, 'pages'>) {
+    return eb
+      .selectFrom('pages as child')
+      .select((eb) =>
+        eb
+          .case()
+          .when(eb.fn.countAll(), '>', 0)
+          .then(true)
+          .else(false)
+          .end()
+          .as('count'),
+      )
+      .whereRef('child.parentPageId', '=', 'pages.id')
+      .where('child.deletedAt', 'is', null)
+      .limit(1)
+      .as('hasChildren');
+  }
+
   async getPageAndDescendants(
     parentPageId: string,
     opts: { includeContent: boolean },

apps/server/src/integrations/environment/environment.service.ts

@@ -213,4 +213,24 @@ export class EnvironmentService {
   getPostHogKey(): string {
     return this.configService.get<string>('POSTHOG_KEY');
   }
+
+  getSearchDriver(): string {
+    return this.configService
+      .get<string>('SEARCH_DRIVER', 'database')
+      .toLowerCase();
+  }
+
+  getTypesenseUrl(): string {
+    return this.configService
+      .get<string>('TYPESENSE_URL', 'http://localhost:8108')
+      .toLowerCase();
+  }
+
+  getTypesenseApiKey(): string {
+    return this.configService.get<string>('TYPESENSE_API_KEY');
+  }
+
+  getTypesenseLocale(): string {
+    return this.configService.get<string>('TYPESENSE_LOCALE', 'en').toLowerCase();
+  }
 }

apps/server/src/integrations/environment/environment.validation.ts

@@ -3,12 +3,14 @@ import {
   IsNotEmpty,
   IsNotIn,
   IsOptional,
+  IsString,
   IsUrl,
   MinLength,
   ValidateIf,
   validateSync,
 } from 'class-validator';
 import { plainToInstance } from 'class-transformer';
+import { IsISO6391 } from '../../common/validator/is-iso6391';
 
 export class EnvironmentVariables {
   @IsNotEmpty()
@@ -68,6 +70,37 @@ export class EnvironmentVariables {
   )
   @ValidateIf((obj) => obj.CLOUD === 'true'.toLowerCase())
   SUBDOMAIN_HOST: string;
+
+  @IsOptional()
+  @IsIn(['database', 'typesense'])
+  @IsString()
+  SEARCH_DRIVER: string;
+
+  @IsOptional()
+  @IsUrl(
+    {
+      protocols: ['http', 'https'],
+      require_tld: false,
+      allow_underscores: true,
+    },
+    {
+      message:
+        'TYPESENSE_URL must be a valid typesense url e.g http://localhost:8108',
+    },
+  )
+  @ValidateIf((obj) => obj.SEARCH_DRIVER === 'typesense')
+  TYPESENSE_URL: string;
+
+  @IsOptional()
+  @ValidateIf((obj) => obj.SEARCH_DRIVER === 'typesense')
+  @IsString()
+  TYPESENSE_API_KEY: string;
+
+  @IsOptional()
+  @ValidateIf((obj) => obj.SEARCH_DRIVER === 'typesense')
+  @IsISO6391()
+  @IsString()
+  TYPESENSE_LOCALE: string;
 }
 
 export function validate(config: Record<string, any>) {

apps/server/src/integrations/import/services/file-import-task.service.ts

@@ -32,6 +32,8 @@ import { ImportAttachmentService } from './import-attachment.service';
 import { ModuleRef } from '@nestjs/core';
 import { PageService } from '../../../core/page/services/page.service';
 import { ImportPageNode } from '../dto/file-task-dto';
+import { EventEmitter2 } from '@nestjs/event-emitter';
+import { EventName } from '../../../common/events/event.contants';
 
 @Injectable()
 export class FileImportTaskService {
@@ -45,6 +47,7 @@ export class FileImportTaskService {
     @InjectKysely() private readonly db: KyselyDB,
     private readonly importAttachmentService: ImportAttachmentService,
     private moduleRef: ModuleRef,
+    private eventEmitter: EventEmitter2,
   ) {}
 
   async processZIpImport(fileTaskId: string): Promise<void> {
@@ -396,6 +399,12 @@ export class FileImportTaskService {
           }
         }
 
+        if (validPageIds.size > 0) {
+          this.eventEmitter.emit(EventName.PAGE_CREATED, {
+            pageIds: Array.from(validPageIds),
+          });
+        }
+
         this.logger.log(
           `Successfully imported ${totalPagesProcessed} pages with ${filteredBacklinks.length} backlinks`,
         );

apps/server/src/integrations/queue/constants/queue.constants.ts

@@ -4,6 +4,7 @@ export enum QueueName {
   GENERAL_QUEUE = '{general-queue}',
   BILLING_QUEUE = '{billing-queue}',
   FILE_TASK_QUEUE = '{file-task-queue}',
+  SEARCH_QUEUE = '{search-queue}',
 }
 
 export enum QueueJob {
@@ -25,4 +26,21 @@ export enum QueueJob {
 
   IMPORT_TASK = 'import-task',
   EXPORT_TASK = 'export-task',
+
+  SEARCH_INDEX_PAGE = 'search-index-page',
+  SEARCH_INDEX_PAGES = 'search-index-pages',
+  SEARCH_INDEX_COMMENT = 'search-index-comment',
+  SEARCH_INDEX_COMMENTS = 'search-index-comments',
+  SEARCH_INDEX_ATTACHMENT = 'search-index-attachment',
+  SEARCH_INDEX_ATTACHMENTS = 'search-index-attachments',
+  SEARCH_REMOVE_PAGE = 'search-remove-page',
+  SEARCH_REMOVE_ASSET = 'search-remove-attachment',
+  SEARCH_REMOVE_FACE = 'search-remove-comment',
+  TYPESENSE_FLUSH = 'typesense-flush',
+
+  PAGE_CREATED = 'page-created',
+  PAGE_UPDATED = 'page-updated',
+  PAGE_SOFT_DELETED = 'page-soft-deleted',
+  PAGE_RESTORED = 'page-restored',
+  PAGE_DELETED = 'page-deleted',
 }

apps/server/src/integrations/queue/queue.module.ts

@@ -57,6 +57,14 @@ import { BacklinksProcessor } from './processors/backlinks.processor';
         attempts: 1,
       },
     }),
+    BullModule.registerQueue({
+      name: QueueName.SEARCH_QUEUE,
+      defaultJobOptions: {
+        removeOnComplete: true,
+        removeOnFail: true,
+        attempts: 2,
+      },
+    }),
   ],
   exports: [BullModule],
   providers: [BacklinksProcessor],

apps/server/src/integrations/redis/redis-config.service.ts

@@ -0,0 +1,26 @@
+import { Injectable } from '@nestjs/common';
+import {
+  RedisModuleOptions,
+  RedisOptionsFactory,
+} from '@nestjs-labs/nestjs-ioredis';
+import { createRetryStrategy, parseRedisUrl } from '../../common/helpers';
+import { EnvironmentService } from '../environment/environment.service';
+
+@Injectable()
+export class RedisConfigService implements RedisOptionsFactory {
+  constructor(private readonly environmentService: EnvironmentService) {}
+  createRedisOptions(): RedisModuleOptions {
+    const redisConfig = parseRedisUrl(this.environmentService.getRedisUrl());
+    return {
+      readyLog: true,
+      config: {
+        host: redisConfig.host,
+        port: redisConfig.port,
+        password: redisConfig.password,
+        db: redisConfig.db,
+        family: redisConfig.family,
+        retryStrategy: createRetryStrategy(),
+      },
+    };
+  }
+}

pnpm-lock.yaml

@@ -447,9 +447,12 @@ importers:
       '@fastify/static':
         specifier: ^8.2.0
         version: 8.2.0
+      '@nestjs-labs/nestjs-ioredis':
+        specifier: ^11.0.4
+        version: 11.0.4(@nestjs/common@11.1.3(class-transformer@0.5.1)(class-validator@0.14.1)(reflect-metadata@0.2.2)(rxjs@7.8.2))(@nestjs/core@11.1.3)(ioredis@5.4.1)
       '@nestjs/bullmq':
         specifier: ^11.0.2
-        version: 11.0.2(@nestjs/common@11.1.3(class-transformer@0.5.1)(class-validator@0.14.1)(reflect-metadata@0.2.2)(rxjs@7.8.2))(@nestjs/core@11.1.3)(bullmq@5.53.2)
+        version: 11.0.2(@nestjs/common@11.1.3(class-transformer@0.5.1)(class-validator@0.14.1)(reflect-metadata@0.2.2)(rxjs@7.8.2))(@nestjs/core@11.1.3)(bullmq@5.61.0)
       '@nestjs/common':
         specifier: ^11.1.3
         version: 11.1.3(class-transformer@0.5.1)(class-validator@0.14.1)(reflect-metadata@0.2.2)(rxjs@7.8.2)
@@ -502,8 +505,8 @@ importers:
         specifier: ^5.1.1
         version: 5.1.1
       bullmq:
-        specifier: ^5.53.2
+        specifier: ^5.61.0
-        version: 5.53.2
+        version: 5.61.0
       cache-manager:
         specifier: ^6.4.3
         version: 6.4.3
@@ -523,8 +526,11 @@ importers:
         specifier: ^11.3.0
         version: 11.3.0
       happy-dom:
-        specifier: ^15.11.6
+        specifier: ^18.0.1
-        version: 15.11.7
+        version: 18.0.1
+      ioredis:
+        specifier: ^5.4.1
+        version: 5.4.1
       jsonwebtoken:
         specifier: ^9.0.2
         version: 9.0.2
@@ -603,6 +609,9 @@ importers:
       tmp-promise:
         specifier: ^3.0.3
         version: 3.0.3
+      typesense:
+        specifier: ^2.1.0
+        version: 2.1.0(@babel/runtime@7.25.6)
       ws:
         specifier: ^8.18.2
         version: 8.18.2
@@ -2820,6 +2829,14 @@ packages:
   '@napi-rs/wasm-runtime@0.2.4':
     resolution: {integrity: sha512-9zESzOO5aDByvhIAsOy9TbpZ0Ur2AJbUI7UT73kcUTS2mxAMHOBaa1st/jAymNoCtvrit99kkzT1FZuXVcgfIQ==}
 
+  '@nestjs-labs/nestjs-ioredis@11.0.4':
+    resolution: {integrity: sha512-4jPNOrxDiwNMIN5OLmsMWhA782kxv/ZBxkySX9l8n6sr55acHX/BciaFsOXVa/ILsm+Y7893y98/6WNhmEoiNQ==}
+    engines: {node: '>=16'}
+    peerDependencies:
+      '@nestjs/common': ^10.0.0 || ^11.0.0
+      '@nestjs/core': ^10.0.0 || ^11.0.0
+      ioredis: ^5.0.0
+
   '@nestjs/bull-shared@11.0.2':
     resolution: {integrity: sha512-dFlttJvBqIFD6M8JVFbkrR4Feb39OTAJPJpFVILU50NOJCM4qziRw3dSNG84Q3v+7/M6xUGMFdZRRGvBBKxoSA==}
     peerDependencies:
@@ -4547,6 +4564,9 @@ packages:
   '@types/ms@2.1.0':
     resolution: {integrity: sha512-GsCCIZDE/p3i96vtEqx+7dBUGXrc7zeSK3wwPHIaRThS+9OhWIXRqzs4d6k1SVU8g91DrNRWxWUGhp5KXQb2VA==}
 
+  '@types/node@20.19.19':
+    resolution: {integrity: sha512-pb1Uqj5WJP7wrcbLU7Ru4QtA0+3kAXrkutGiD26wUKzSMgNNaPARTUDQmElUXp64kh3cWdou3Q0C7qwwxqSFmg==}
+
   '@types/node@22.10.0':
     resolution: {integrity: sha512-XC70cRZVElFHfIUB40FgZOBbgJYFKKMa5nb9lxcwYstFG/Mi+/Y0bGS+rs6Dmhmkpq4pnNiLiuZAbc02YCOnmA==}
 
@@ -4637,6 +4657,9 @@ packages:
   '@types/validator@13.12.0':
     resolution: {integrity: sha512-nH45Lk7oPIJ1RVOF6JgFI6Dy0QpHEzq4QecZhvguxYPDwT8c93prCMqAtiIttm39voZ+DDR+qkNnMpJmMBRqag==}
 
+  '@types/whatwg-mimetype@3.0.2':
+    resolution: {integrity: sha512-c2AKvDT8ToxLIOUlN51gTiHXflsfIFisS4pO7pDPoKouJCESkhZnEy623gwP9laCy5lnLDAw1vAzu2vM2YLOrA==}
+
   '@types/ws@8.5.14':
     resolution: {integrity: sha512-bd/YFLW+URhBzMXurx7lWByOu+xzU9+kb3RboOteXYDfW+tr+JZa99OyNmPINEGB/ahzKrEuc8rcv4gnpJmxTw==}
 
@@ -5217,8 +5240,8 @@ packages:
   builtins@5.0.1:
     resolution: {integrity: sha512-qwVpFEHNfhYJIzNRBvd2C1kyo6jz3ZSMPyyuR47OPdiKWlbYnZNyDWuyR175qDnAJLiCo5fBBqPb3RiXgWlkOQ==}
 
-  bullmq@5.53.2:
+  bullmq@5.61.0:
-    resolution: {integrity: sha512-xHgxrP/yNJHD7VCw1h+eRBh+2TCPBCM39uC9gCyksYc6ufcJP+HTZ/A2lzB2x7qMFWrvsX7tM40AT2BmdkYL/Q==}
+    resolution: {integrity: sha512-khaTjc1JnzaYFl4FrUtsSsqugAW/urRrcZ9Q0ZE+REAw8W+gkHFqxbGlutOu6q7j7n91wibVaaNlOUMdiEvoSQ==}
 
   busboy@1.6.0:
     resolution: {integrity: sha512-8SFQbg/0hQ9xy3UNTB0YEnsNBbWfhf7RtnzpL7TkBiTBRfrQ9Fxcnz7VJsleJpyp6rVLvXiuORqjlHi5q+PYuA==}
@@ -6537,9 +6560,9 @@ packages:
   hachure-fill@0.5.2:
     resolution: {integrity: sha512-3GKBOn+m2LX9iq+JC1064cSFprJY4jL1jCXTcpnfER5HYE2l/4EfWSGzkPa/ZDBmYI0ZOEj5VHV/eKnPGkHuOg==}
 
-  happy-dom@15.11.7:
+  happy-dom@18.0.1:
-    resolution: {integrity: sha512-KyrFvnl+J9US63TEzwoiJOQzZBJY7KgBushJA8X61DMbNsH+2ONkDuLDnCnwUiPTF42tLoEmrPyoqbenVA5zrg==}
+    resolution: {integrity: sha512-qn+rKOW7KWpVTtgIUi6RVmTBZJSe2k0Db0vh1f7CWrWclkkc7/Q+FrOfkZIb2eiErLyqu5AXEzE7XthO9JVxRA==}
-    engines: {node: '>=18.0.0'}
+    engines: {node: '>=20.0.0'}
 
   has-bigints@1.0.2:
     resolution: {integrity: sha512-tSvCKtBr9lkF0Ex0aQiP9N+OpV4zi2r/Nee5VkRDbaqv35RLYMzbwQfFSZZH0kR+Rd6302UJZ2p/bJCEoR3VoQ==}
@@ -7442,10 +7465,6 @@ packages:
     resolution: {integrity: sha512-Jo6dJ04CmSjuznwJSS3pUeWmd/H0ffTlkXXgwZi+eq1UCmqQwCh+eLsYOYCwY991i2Fah4h1BEMCx4qThGbsiA==}
     engines: {node: '>=10'}
 
-  luxon@3.5.0:
-    resolution: {integrity: sha512-rh+Zjr6DNfUYR3bPwJEnuwDdqMbxZW7LOQfUN4B54+Cl+0o5zaU9RJ6bcidfDtC1cWCZXQ+nvX8bf6bAji37QQ==}
-    engines: {node: '>=12'}
-
   luxon@3.6.1:
     resolution: {integrity: sha512-tJLxrKJhO2ukZ5z0gyjY1zPh3Rh88Ej9P7jNrZiHMUXHae1yvI2imgOZtL1TO8TW6biMMKfTtAOoEJANgtWBMQ==}
     engines: {node: '>=12'}
@@ -9457,6 +9476,12 @@ packages:
     engines: {node: '>=14.17'}
     hasBin: true
 
+  typesense@2.1.0:
+    resolution: {integrity: sha512-a/IRTL+dRXlpRDU4UodyGj8hl5xBz3nKihVRd/KfSFAfFPGcpdX6lxIgwdXy3O6VLNNiEsN8YwIsPHQPVT0vNw==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      '@babel/runtime': ^7.23.2
+
   uc.micro@2.1.0:
     resolution: {integrity: sha512-ARDJmphmdvUk6Glw7y9DQ2bFkKBHwQHLi2lsaH6PPmz/Ka9sFOBsBluozhDltWmnv9u/cF6Rt87znRTPV+yp/A==}
 
@@ -9487,6 +9512,9 @@ packages:
   undici-types@6.20.0:
     resolution: {integrity: sha512-Ny6QZ2Nju20vw1SRHe3d9jVu6gJ+4e3+MMpqu7pqE5HT6WsTSlce++GQmK5UXS8mzV8DSYHrQH+Xrf2jVcuKNg==}
 
+  undici-types@6.21.0:
+    resolution: {integrity: sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ==}
+
   undici@7.10.0:
     resolution: {integrity: sha512-u5otvFBOBZvmdjWLVW+5DAc9Nkq8f24g0O9oY7qw2JVIF1VocIFoyz9JFkuVOS2j41AufeO0xnlweJ2RLT8nGw==}
     engines: {node: '>=20.18.1'}
@@ -12870,18 +12898,25 @@ snapshots:
       '@emnapi/runtime': 1.2.0
       '@tybys/wasm-util': 0.9.0
 
+  '@nestjs-labs/nestjs-ioredis@11.0.4(@nestjs/common@11.1.3(class-transformer@0.5.1)(class-validator@0.14.1)(reflect-metadata@0.2.2)(rxjs@7.8.2))(@nestjs/core@11.1.3)(ioredis@5.4.1)':
+    dependencies:
+      '@nestjs/common': 11.1.3(class-transformer@0.5.1)(class-validator@0.14.1)(reflect-metadata@0.2.2)(rxjs@7.8.2)
+      '@nestjs/core': 11.1.3(@nestjs/common@11.1.3(class-transformer@0.5.1)(class-validator@0.14.1)(reflect-metadata@0.2.2)(rxjs@7.8.2))(@nestjs/websockets@11.1.3)(reflect-metadata@0.2.2)(rxjs@7.8.2)
+      ioredis: 5.4.1
+      tslib: 2.8.1
+
   '@nestjs/bull-shared@11.0.2(@nestjs/common@11.1.3(class-transformer@0.5.1)(class-validator@0.14.1)(reflect-metadata@0.2.2)(rxjs@7.8.2))(@nestjs/core@11.1.3)':
     dependencies:
       '@nestjs/common': 11.1.3(class-transformer@0.5.1)(class-validator@0.14.1)(reflect-metadata@0.2.2)(rxjs@7.8.2)
       '@nestjs/core': 11.1.3(@nestjs/common@11.1.3(class-transformer@0.5.1)(class-validator@0.14.1)(reflect-metadata@0.2.2)(rxjs@7.8.2))(@nestjs/websockets@11.1.3)(reflect-metadata@0.2.2)(rxjs@7.8.2)
       tslib: 2.8.1
 
-  '@nestjs/bullmq@11.0.2(@nestjs/common@11.1.3(class-transformer@0.5.1)(class-validator@0.14.1)(reflect-metadata@0.2.2)(rxjs@7.8.2))(@nestjs/core@11.1.3)(bullmq@5.53.2)':
+  '@nestjs/bullmq@11.0.2(@nestjs/common@11.1.3(class-transformer@0.5.1)(class-validator@0.14.1)(reflect-metadata@0.2.2)(rxjs@7.8.2))(@nestjs/core@11.1.3)(bullmq@5.61.0)':
     dependencies:
       '@nestjs/bull-shared': 11.0.2(@nestjs/common@11.1.3(class-transformer@0.5.1)(class-validator@0.14.1)(reflect-metadata@0.2.2)(rxjs@7.8.2))(@nestjs/core@11.1.3)
       '@nestjs/common': 11.1.3(class-transformer@0.5.1)(class-validator@0.14.1)(reflect-metadata@0.2.2)(rxjs@7.8.2)
       '@nestjs/core': 11.1.3(@nestjs/common@11.1.3(class-transformer@0.5.1)(class-validator@0.14.1)(reflect-metadata@0.2.2)(rxjs@7.8.2))(@nestjs/websockets@11.1.3)(reflect-metadata@0.2.2)(rxjs@7.8.2)
-      bullmq: 5.53.2
+      bullmq: 5.61.0
       tslib: 2.8.1
 
   '@nestjs/cli@11.0.4(@swc/core@1.5.25(@swc/helpers@0.5.5))(@types/node@22.13.4)':
@@ -14666,6 +14701,10 @@ snapshots:
 
   '@types/ms@2.1.0': {}
 
+  '@types/node@20.19.19':
+    dependencies:
+      undici-types: 6.21.0
+
   '@types/node@22.10.0':
     dependencies:
       undici-types: 6.20.0
@@ -14778,6 +14817,8 @@ snapshots:
 
   '@types/validator@13.12.0': {}
 
+  '@types/whatwg-mimetype@3.0.2': {}
+
   '@types/ws@8.5.14':
     dependencies:
       '@types/node': 22.13.4
@@ -15541,7 +15582,7 @@ snapshots:
     dependencies:
       semver: 7.7.2
 
-  bullmq@5.53.2:
+  bullmq@5.61.0:
     dependencies:
       cron-parser: 4.9.0
       ioredis: 5.4.1
@@ -15549,7 +15590,7 @@ snapshots:
       node-abort-controller: 3.1.1
       semver: 7.7.2
       tslib: 2.8.1
-      uuid: 9.0.1
+      uuid: 11.1.0
     transitivePeerDependencies:
       - supports-color
 
@@ -15873,7 +15914,7 @@ snapshots:
 
   cron-parser@4.9.0:
     dependencies:
-      luxon: 3.5.0
+      luxon: 3.6.1
 
   cron@4.3.0:
     dependencies:
@@ -17085,10 +17126,10 @@ snapshots:
 
   hachure-fill@0.5.2: {}
 
-  happy-dom@15.11.7:
+  happy-dom@18.0.1:
     dependencies:
-      entities: 4.5.0
+      '@types/node': 20.19.19
-      webidl-conversions: 7.0.0
+      '@types/whatwg-mimetype': 3.0.2
       whatwg-mimetype: 3.0.0
 
   has-bigints@1.0.2: {}
@@ -18176,8 +18217,6 @@ snapshots:
     dependencies:
       yallist: 4.0.0
 
-  luxon@3.5.0: {}
-
   luxon@3.6.1: {}
 
   magic-string@0.30.17:
@@ -20495,6 +20534,15 @@ snapshots:
 
   typescript@5.7.3: {}
 
+  typesense@2.1.0(@babel/runtime@7.25.6):
+    dependencies:
+      '@babel/runtime': 7.25.6
+      axios: 1.9.0
+      loglevel: 1.9.1
+      tslib: 2.8.1
+    transitivePeerDependencies:
+      - debug
+
   uc.micro@2.1.0: {}
 
   ufo@1.6.1: {}
@@ -20520,6 +20568,8 @@ snapshots:
 
   undici-types@6.20.0: {}
 
+  undici-types@6.21.0: {}
+
   undici@7.10.0: {}
 
   unicode-canonical-property-names-ecmascript@2.0.0: {}