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Added a way to read what the AI received from your sources (#1100)
Co-authored-by: Thorsten Sommer <SommerEngineering@users.noreply.github.com>
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@@ -2,6 +2,8 @@ using AIStudio.Tools.Databases.IndexStore;
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using AIStudio.Tools.Services.Indexing;
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using Microsoft.Data.Sqlite;
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using Microsoft.EntityFrameworkCore.Infrastructure;
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using Microsoft.EntityFrameworkCore.Migrations;
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namespace AIStudio.Tests.Tools.Databases;
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@@ -16,17 +18,45 @@ internal sealed class TemporaryIndexStore(string directory, string databasePath)
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public SqliteIndexStoreClientImplementation Client { get; } = new("SQLite", databasePath, directory, string.Empty);
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public static async Task<TemporaryIndexStore> CreateAsync()
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{
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var store = Create();
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await store.MigrateAsync();
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return store;
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}
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/// <summary>
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/// Creates a store migrated only up to the given migration, the way an older version of the app left it.
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/// </summary>
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/// <remarks>
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/// The client maps the current schema, so it may fail on such a store. Write the rows of the
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/// older schema with raw SQL through CreateContext, then call MigrateAsync.
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/// </remarks>
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/// <param name="targetMigration">The id of the last migration to apply, e.g., "20261018000000_MediaTranscriptKey".</param>
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public static async Task<TemporaryIndexStore> CreateAsync(string targetMigration)
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{
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var store = Create();
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await using var context = store.CreateContext();
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await context.GetService<IMigrator>().MigrateAsync(targetMigration);
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return store;
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}
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/// <summary>
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/// Applies every migration which is still missing, the way the app does when it starts.
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/// </summary>
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public async Task MigrateAsync()
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{
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await using var context = this.CreateContext();
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await IndexStoreSchemaMigrator.MigrateAsync(context, CancellationToken.None);
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}
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private static TemporaryIndexStore Create()
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{
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SQLitePCL.Batteries_V2.Init();
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var directory = Path.Combine(Path.GetTempPath(), $"ai-studio-index-store-{Guid.NewGuid():N}");
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Directory.CreateDirectory(directory);
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var databasePath = Path.Combine(directory, "rag-index.sqlite3");
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await using (var context = new IndexStoreDbContext(IndexStoreDbContext.CreateOptions(databasePath)))
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await IndexStoreSchemaMigrator.MigrateAsync(context, CancellationToken.None);
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return new TemporaryIndexStore(directory, databasePath);
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return new TemporaryIndexStore(directory, Path.Combine(directory, "rag-index.sqlite3"));
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}
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/// <summary>
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@@ -50,7 +80,7 @@ internal sealed class TemporaryIndexStore(string directory, string databasePath)
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var now = DateTimeOffset.UtcNow;
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await this.Client.UpsertFileAsync(dataSourceId, new EmbeddingStateFile(mailId, key, subject, key, "mail", name, 2048, now, now, now, 1), CancellationToken.None);
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await this.Client.UpsertChunksAsync(dataSourceId, [new EmbeddingStateChunk(IndexedDocumentIds.CreateChunkId(dataSourceId, name, 0), mailId, null, 0, text, now)], CancellationToken.None);
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await this.Client.UpsertChunksAsync(dataSourceId, [new EmbeddingStateChunk(IndexedDocumentIds.CreateChunkId(dataSourceId, name, 0), mailId, null, null, 0, text, now)], CancellationToken.None);
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await this.Client.UpsertMailAsync(dataSourceId, mail with { MailId = mailId }, CancellationToken.None);
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return mailId;
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}
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