feat: use pgvecto.rs (#3605)

server/src/domain/repositories/search.repository.ts

@@ -1,20 +1,10 @@
-import { AlbumEntity, AssetEntity, AssetFaceEntity, AssetType } from '@app/infra/entities';
-
-export enum SearchCollection {
-  ASSETS = 'assets',
-  ALBUMS = 'albums',
-  FACES = 'faces',
-}
+import { AssetType } from '@app/infra/entities';
 
 export enum SearchStrategy {
   CLIP = 'CLIP',
   TEXT = 'TEXT',
 }
 
-export interface SearchFaceFilter {
-  ownerId: string;
-}
-
 export interface SearchFilter {
   id?: string;
   userId: string;
@@ -55,43 +45,12 @@ export interface SearchFacet {
   }>;
 }
 
+export type SearchExploreItemSet<T> = Array<{
+  value: string;
+  data: T;
+}>;
+
 export interface SearchExploreItem<T> {
   fieldName: string;
-  items: Array<{
-    value: string;
-    data: T;
-  }>;
-}
-
-export type OwnedFaceEntity = Pick<AssetFaceEntity, 'assetId' | 'personId' | 'embedding'> & {
-  /** computed as assetId|personId */
-  id: string;
-  /** copied from asset.id */
-  ownerId: string;
-};
-
-export type SearchCollectionIndexStatus = Record<SearchCollection, boolean>;
-
-export const ISearchRepository = 'ISearchRepository';
-
-export interface ISearchRepository {
-  setup(): Promise<void>;
-  checkMigrationStatus(): Promise<SearchCollectionIndexStatus>;
-
-  importAlbums(items: AlbumEntity[], done: boolean): Promise<void>;
-  importAssets(items: AssetEntity[], done: boolean): Promise<void>;
-  importFaces(items: OwnedFaceEntity[], done: boolean): Promise<void>;
-
-  deleteAlbums(ids: string[]): Promise<void>;
-  deleteAssets(ids: string[]): Promise<void>;
-  deleteFaces(ids: string[]): Promise<void>;
-  deleteAllFaces(): Promise<number>;
-  updateCLIPField(num_dim: number): Promise<void>;
-
-  searchAlbums(query: string, filters: SearchFilter): Promise<SearchResult<AlbumEntity>>;
-  searchAssets(query: string, filters: SearchFilter): Promise<SearchResult<AssetEntity>>;
-  vectorSearch(query: number[], filters: SearchFilter): Promise<SearchResult<AssetEntity>>;
-  searchFaces(query: number[], filters: SearchFaceFilter): Promise<SearchResult<AssetFaceEntity>>;
-
-  explore(userId: string): Promise<SearchExploreItem<AssetEntity>[]>;
+  items: SearchExploreItemSet<T>;
 }