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refactor(VectorDb): simplify QdrantVectorDbService class
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@@ -7,33 +7,24 @@ using Qdrant.Client;
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namespace Foxel.Services.VectorDB;
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public class QdrantVectorDbService : IVectorDbService
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public class QdrantVectorDbService(IDbContextFactory<MyDbContext> contextFactory, IConfigService configService)
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: IVectorDbService
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{
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private readonly IDbContextFactory<MyDbContext> _contextFactory;
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private readonly IConfigService _configService;
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private VectorStore? _vectorStore;
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private string? _currentHost;
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private string? _currentApiKey;
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public QdrantVectorDbService(IDbContextFactory<MyDbContext> contextFactory, IConfigService configService)
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{
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_contextFactory = contextFactory;
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_configService = configService;
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}
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private VectorStore GetVectorStore()
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{
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string host = _configService["VectorDb:QdrantHost"] ??
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"b63da3b8-c126-4546-95ab-176f907fb1ef.eu-central-1-0.aws.cloud.qdrant.io";
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string apiKey = _configService["VectorDb:QdrantApiKey"] ??
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"eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJhY2Nlc3MiOiJtIn0.QzQN4cyo5mldCi9ohe0Aqap4fpTMuSEMGkXtkgBTNQI";
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string host = configService["VectorDb:QdrantHost"];
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string apiKey = configService["VectorDb:QdrantApiKey"];
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if (_vectorStore == null || _currentHost != host || _currentApiKey != apiKey)
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{
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var qdrantClient = new QdrantClient(host, https: true, apiKey: apiKey);
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_vectorStore = new QdrantVectorStore(qdrantClient, true);
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_currentHost = host;
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_currentApiKey = apiKey;
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}
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@@ -43,7 +34,7 @@ public class QdrantVectorDbService : IVectorDbService
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public async Task BuildUserPictureVectorsAsync()
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{
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await using var dbContext = await _contextFactory.CreateDbContextAsync();
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await using var dbContext = await contextFactory.CreateDbContextAsync();
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var userPictures = dbContext.Pictures
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.Where(p => p.UserId != null && p.Embedding != null)
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.Select(p => new { p.Id, p.Name, p.Embedding, p.UserId })
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