feat: use pgvecto.rs (#3605)

server/src/domain/repositories/smart-info.repository.ts

@@ -1,7 +1,19 @@
-import { SmartInfoEntity } from '@app/infra/entities';
+import { AssetEntity, AssetFaceEntity, SmartInfoEntity } from '@app/infra/entities';
 
 export const ISmartInfoRepository = 'ISmartInfoRepository';
 
-export interface ISmartInfoRepository {
-  upsert(info: Partial<SmartInfoEntity>): Promise<void>;
+export type Embedding = number[];
+
+export interface EmbeddingSearch {
+  ownerId: string;
+  embedding: Embedding;
+  numResults: number;
+  maxDistance?: number;
+}
+
+export interface ISmartInfoRepository {
+  init(modelName: string): Promise<void>;
+  searchCLIP(search: EmbeddingSearch): Promise<AssetEntity[]>;
+  searchFaces(search: EmbeddingSearch): Promise<AssetFaceEntity[]>;
+  upsert(smartInfo: Partial<SmartInfoEntity>, embedding?: Embedding): Promise<void>;
 }