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feat: view similar photos (#21108)
* Enable filteing by example * Drop `@GenerateSql` for `getEmbedding`? * Improve error message * PR Feedback * Sort en.json * Add SQL * Fix lint * Drop test that is no longer valid * Fix i18n file sorting * Fix TS error * Add a `requireAccess` before pulling the embedding * Fix decorators * Run `make open-api` --------- Co-authored-by: Alex <alex.tran1502@gmail.com>
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@@ -18,7 +18,7 @@ import {
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SmartSearchDto,
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StatisticsSearchDto,
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} from 'src/dtos/search.dto';
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import { AssetOrder, AssetVisibility } from 'src/enum';
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import { AssetOrder, AssetVisibility, Permission } from 'src/enum';
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import { BaseService } from 'src/services/base.service';
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import { requireElevatedPermission } from 'src/utils/access';
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import { getMyPartnerIds } from 'src/utils/asset.util';
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@@ -113,14 +113,27 @@ export class SearchService extends BaseService {
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}
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const userIds = this.getUserIdsToSearch(auth);
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const key = machineLearning.clip.modelName + dto.query + dto.language;
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let embedding = this.embeddingCache.get(key);
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if (!embedding) {
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embedding = await this.machineLearningRepository.encodeText(machineLearning.urls, dto.query, {
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modelName: machineLearning.clip.modelName,
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language: dto.language,
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});
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this.embeddingCache.set(key, embedding);
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let embedding;
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if (dto.query) {
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const key = machineLearning.clip.modelName + dto.query + dto.language;
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embedding = this.embeddingCache.get(key);
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if (!embedding) {
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embedding = await this.machineLearningRepository.encodeText(machineLearning.urls, dto.query, {
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modelName: machineLearning.clip.modelName,
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language: dto.language,
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});
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this.embeddingCache.set(key, embedding);
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}
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} else if (dto.queryAssetId) {
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await this.requireAccess({ auth, permission: Permission.AssetRead, ids: [dto.queryAssetId] });
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const getEmbeddingResponse = await this.searchRepository.getEmbedding(dto.queryAssetId);
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const assetEmbedding = getEmbeddingResponse?.embedding;
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if (!assetEmbedding) {
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throw new BadRequestException(`Asset ${dto.queryAssetId} has no embedding`);
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}
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embedding = assetEmbedding;
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} else {
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throw new BadRequestException('Either `query` or `queryAssetId` must be set');
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}
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const page = dto.page ?? 1;
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const size = dto.size || 100;
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