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Make the embedding signature comparable from outside the service
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@ -67,7 +67,7 @@ public sealed partial class DataSourceEmbeddingService
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private async IAsyncEnumerable<EmbeddingChunk> StreamEmbeddingChunksAsync(string filePath, IDataSource dataSource, EmbeddingProvider embeddingProvider, [System.Runtime.CompilerServices.EnumeratorCancellation] CancellationToken token)
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{
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var options = this.GetChunkingOptions(dataSource, embeddingProvider);
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var options = GetChunkingOptions(dataSource, embeddingProvider);
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var strategy = this.GetChunkingStrategy(filePath);
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var content = await this.ReadExtractedFileContentAsync(filePath, embeddingProvider, token);
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@ -582,7 +582,18 @@ public sealed partial class DataSourceEmbeddingService
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throw new InvalidOperationException(string.Format(TB("The tokens of the text could not be counted for the embedding provider '{0}'. {1}"), embeddingProvider.Name, message));
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}
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private ChunkingOptions GetChunkingOptions(IDataSource dataSource, EmbeddingProvider embeddingProvider)
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/// <summary>
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/// Works out how the text of a data source is cut for a given embedding provider.
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/// </summary>
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/// <remarks>
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/// Static, because the answer follows from its two arguments alone. That lets the embedding
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/// signature be built for a configuration which is not stored yet, which is what the dialogs ask
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/// before they save a change.
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/// </remarks>
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/// <param name="dataSource">The data source whose own chunk settings apply.</param>
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/// <param name="embeddingProvider">The embedding provider whose token limit caps them.</param>
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/// <returns>The chunk size and overlap which are actually used.</returns>
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internal static ChunkingOptions GetChunkingOptions(IDataSource dataSource, EmbeddingProvider embeddingProvider)
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{
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var providerMaxChunkTokenLength = Math.Max(1, embeddingProvider.EffectiveTokenLimit);
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var dataSourceMaxChunkTokenLength = dataSource is IInternalDataSource { MaxChunkTokenLength: > 0 } internalDataSource
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@ -1026,6 +1037,15 @@ public sealed partial class DataSourceEmbeddingService
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chunkingOptions.OverlapTokenLength);
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}
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/// <summary>
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/// Describes how the vectors of a data source were made, working the chunking out along the way.
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/// </summary>
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/// <param name="dataSource">The data source the vectors belong to.</param>
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/// <param name="embeddingProvider">The embedding provider which makes them.</param>
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/// <returns>The signature of this pairing.</returns>
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internal static string BuildEmbeddingSignature(IDataSource dataSource, EmbeddingProvider embeddingProvider) =>
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BuildEmbeddingSignature(dataSource, embeddingProvider, GetChunkingOptions(dataSource, embeddingProvider));
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private DataSourceMetadataSnapshot BuildDataSourceMetadataSnapshot(IDataSource dataSource, IReadOnlyList<FileInfo> indexedFiles)
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{
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var fileHashes = indexedFiles
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@ -209,6 +209,16 @@ public sealed partial class DataSourceEmbeddingService(SettingsManager settingsM
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}
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var manifest = await indexStore.GetManifestAsync(dataSourceId, token);
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return HasStoredIndexState(manifest);
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}
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/// <summary>
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/// Whether the index holds anything at all about a data source.
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/// </summary>
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/// <param name="manifest">What the index store returned for it.</param>
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/// <returns>True when there is stored index state.</returns>
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private static bool HasStoredIndexState(DataSourceEmbeddingManifest manifest)
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{
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return !string.IsNullOrWhiteSpace(manifest.EmbeddingProviderId)
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|| !string.IsNullOrWhiteSpace(manifest.EmbeddingSignature)
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|| !string.IsNullOrWhiteSpace(manifest.SourceHash)
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@ -220,6 +230,59 @@ public sealed partial class DataSourceEmbeddingService(SettingsManager settingsM
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|| manifest.PermanentFailures.Count > 0;
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}
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/// <summary>
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/// Picks the data sources which already hold something in the index.
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/// </summary>
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/// <remarks>
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/// Asked before a setting is saved which would throw those indexes away, so the question can be
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/// put to the user with the names in it. Anything unclear counts as holding something — the
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/// opposite of IsAwaitingReindexAsync, and for the opposite reason: there, a wrongly greyed-out
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/// row would stay wrong for good, while a question asked once too often costs a click, and one
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/// skipped costs whatever a cloud provider charges for embedding everything again.
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/// </remarks>
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/// <param name="dataSources">The data sources to ask about.</param>
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/// <param name="token">The cancellation token.</param>
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/// <returns>Those of them which have stored index state.</returns>
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public async Task<IReadOnlyList<IDataSource>> GetDataSourcesWithStoredIndexAsync(IReadOnlyCollection<IDataSource> dataSources, CancellationToken token = default)
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{
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//
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// Filtering first also keeps the index database from being created while local RAG is off:
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// asking for the store runs its migrations on the first call, which must not happen because
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// somebody opened a dialog.
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//
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var candidates = dataSources.Where(this.IsSupportedInternalDataSource).ToList();
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if (candidates.Count == 0)
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return [];
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try
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{
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using var timeout = CancellationTokenSource.CreateLinkedTokenSource(token);
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timeout.CancelAfter(REINDEX_CHECK_TIMEOUT);
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var indexStore = await databaseClientProvider.GetIndexStoreAsync(timeout.Token);
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if (!indexStore.IsAvailable)
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{
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logger.LogWarning("Could not tell which data sources hold a stored index because the local RAG index database '{DatabaseName}' is unavailable. Treating all {DataSourceCount} of them as affected.", indexStore.Name, candidates.Count);
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return candidates;
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}
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var affected = new List<IDataSource>(candidates.Count);
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foreach (var dataSource in candidates)
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{
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var manifest = await indexStore.GetManifestAsync(dataSource.Id, timeout.Token);
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if (HasStoredIndexState(manifest))
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affected.Add(dataSource);
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}
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return affected;
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}
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catch (Exception exception)
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{
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logger.LogWarning(exception, "Could not tell which of {DataSourceCount} data source(s) hold a stored index. Treating all of them as affected.", candidates.Count);
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return candidates;
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}
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}
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/// <summary>
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/// Whether a data source cannot answer a search right now because its index has to be built anew.
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/// </summary>
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@ -269,7 +332,7 @@ public sealed partial class DataSourceEmbeddingService(SettingsManager settingsM
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return false;
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var indexState = await indexStore.GetDataSourceStateAsync(dataSource.Id, timeout.Token);
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var chunkingOptions = this.GetChunkingOptions(dataSource, embeddingProvider);
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var chunkingOptions = GetChunkingOptions(dataSource, embeddingProvider);
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var embeddingSignature = BuildEmbeddingSignature(dataSource, embeddingProvider, chunkingOptions);
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var runState = this.statuses.TryGetValue(dataSource.Id, out var status) ? status.State : (DataSourceEmbeddingState?)null;
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@ -1444,7 +1507,7 @@ public sealed partial class DataSourceEmbeddingService(SettingsManager settingsM
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IndexStoreClient indexStore,
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CancellationToken token)
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{
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var chunkingOptions = this.GetChunkingOptions(dataSource, embeddingProvider);
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var chunkingOptions = GetChunkingOptions(dataSource, embeddingProvider);
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var embeddingSignature = BuildEmbeddingSignature(dataSource, embeddingProvider, chunkingOptions);
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var manifest = await indexStore.GetManifestAsync(dataSource.Id, token);
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@ -0,0 +1,40 @@
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using AIStudio.Settings;
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namespace AIStudio.Tools.Services;
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/// <summary>
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/// Answers whether an edit throws the stored index of a data source away.
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/// </summary>
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/// <remarks>
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/// Nothing here knows which settings matter. Both questions are answered by building the embedding
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/// signature twice and comparing the two, so the single place which decides stays
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/// BuildEmbeddingSignature and this cannot drift away from what an indexing run then does.
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/// </remarks>
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internal static class EmbeddingChangeImpact
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{
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/// <summary>
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/// Whether an edited embedding provider invalidates what is stored for one of its data sources.
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/// </summary>
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/// <param name="dataSource">The data source, which the edit leaves alone.</param>
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/// <param name="before">The embedding provider as it is stored.</param>
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/// <param name="after">The embedding provider as it would be stored.</param>
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/// <returns>True when the stored index would be discarded.</returns>
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public static bool AffectsStoredIndex(IDataSource dataSource, EmbeddingProvider before, EmbeddingProvider after) =>
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!string.Equals(
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DataSourceEmbeddingService.BuildEmbeddingSignature(dataSource, before),
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DataSourceEmbeddingService.BuildEmbeddingSignature(dataSource, after),
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StringComparison.Ordinal);
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/// <summary>
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/// Whether an edited data source invalidates what is stored for it.
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/// </summary>
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/// <param name="embeddingProvider">The embedding provider, which the edit leaves alone.</param>
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/// <param name="before">The data source as it is stored.</param>
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/// <param name="after">The data source as it would be stored.</param>
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/// <returns>True when the stored index would be discarded.</returns>
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public static bool AffectsStoredIndex(EmbeddingProvider embeddingProvider, IDataSource before, IDataSource after) =>
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!string.Equals(
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DataSourceEmbeddingService.BuildEmbeddingSignature(before, embeddingProvider),
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DataSourceEmbeddingService.BuildEmbeddingSignature(after, embeddingProvider),
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StringComparison.Ordinal);
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}
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133
app/Tests/Tools/EmbeddingChangeImpactTests.cs
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133
app/Tests/Tools/EmbeddingChangeImpactTests.cs
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@ -0,0 +1,133 @@
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using AIStudio.Provider;
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using AIStudio.Provider.HuggingFace;
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using AIStudio.Settings;
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using AIStudio.Settings.DataModel;
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using AIStudio.Tools.Services;
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using Host = AIStudio.Provider.SelfHosted.Host;
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namespace AIStudio.Tests.Tools;
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/// <summary>
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/// Checks which edits have to be asked about before they are saved.
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/// </summary>
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/// <remarks>
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/// An edit which changes the embedding signature throws away everything indexed for the data sources
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/// behind it, and sends every one of their documents to the embedding provider again. Asking about an
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/// edit which costs nothing trains people to click the question away; not asking about one which does
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/// costs them money at a cloud provider. So both directions are pinned down here.
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/// </remarks>
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[TestFixture]
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public sealed class EmbeddingChangeImpactTests
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{
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[Test]
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public void HarmlessEmbeddingProviderEditsKeepTheStoredIndex()
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{
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var dataSource = StoredDataSource();
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var stored = StoredEmbeddingProvider();
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Assert.Multiple(() =>
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{
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Assert.That(EmbeddingChangeImpact.AffectsStoredIndex(dataSource, stored, stored with { Name = "Another name" }), Is.False, "The name of an embedding provider reaches no vector.");
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Assert.That(EmbeddingChangeImpact.AffectsStoredIndex(dataSource, stored, stored with { Num = 42 }), Is.False, "The number is there to sort the list with.");
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Assert.That(EmbeddingChangeImpact.AffectsStoredIndex(dataSource, stored, stored with { EmbeddingBatchSize = 16 }), Is.False, "How many chunks travel in one request says nothing about the vectors which come back.");
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Assert.That(EmbeddingChangeImpact.AffectsStoredIndex(dataSource, stored, stored with { CustomIconDataUrl = "data:image/png;base64,AAAA" }), Is.False, "An icon is an icon.");
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});
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}
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[Test]
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public void ChangingTheModelDropsTheStoredIndex()
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{
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var dataSource = StoredDataSource();
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var stored = StoredEmbeddingProvider();
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Assert.That(
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EmbeddingChangeImpact.AffectsStoredIndex(dataSource, stored, stored with { Model = new("text-embedding-3-large", "text-embedding-3-large") }),
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Is.True,
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"Another model means another vector space.");
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}
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[Test]
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public void ChangingTheTokenLimitDropsTheStoredIndex()
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{
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var dataSource = StoredDataSource();
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var stored = StoredEmbeddingProvider();
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Assert.That(
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EmbeddingChangeImpact.AffectsStoredIndex(dataSource, stored, stored with { TokenLimit = 4096 }),
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Is.True,
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"The token limit decides where the text is cut, and other chunks are other vectors.");
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}
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[Test]
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public void ChangingWhereTheProviderRunsDropsTheStoredIndex()
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{
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var dataSource = StoredDataSource();
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var stored = StoredEmbeddingProvider();
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Assert.Multiple(() =>
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{
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Assert.That(EmbeddingChangeImpact.AffectsStoredIndex(dataSource, stored, stored with { Hostname = "http://localhost:9999" }), Is.True, "Another server can serve another model under the same name.");
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Assert.That(EmbeddingChangeImpact.AffectsStoredIndex(dataSource, stored, stored with { Host = Host.LM_STUDIO }), Is.True, "Another kind of host speaks another API.");
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Assert.That(EmbeddingChangeImpact.AffectsStoredIndex(dataSource, stored, stored with { HFInferenceProvider = HFInferenceProvider.GROQ }), Is.True, "The same model name served by another backend is another vector source.");
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});
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}
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[Test]
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public void TheTokenizerIsComparedByItsContentNotItsPath()
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{
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var dataSource = StoredDataSource();
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var stored = StoredEmbeddingProvider() with { TokenizerPath = "/data/tokenizers/embeddings/tokenizer.json", TokenizerFingerprint = "AAAA" };
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Assert.Multiple(() =>
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{
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Assert.That(EmbeddingChangeImpact.AffectsStoredIndex(dataSource, stored, stored with { TokenizerFingerprint = "BBBB" }), Is.True, "Another tokenizer counts tokens differently, so the text is cut elsewhere.");
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Assert.That(EmbeddingChangeImpact.AffectsStoredIndex(dataSource, stored, stored with { TokenizerPath = "/somewhere/else/tokenizer.json" }), Is.False, "It is the same tokenizer under another path.");
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});
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}
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[Test]
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public void ChangingTheChunkSettingsOfADataSourceDropsItsStoredIndex()
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{
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var embeddingProvider = StoredEmbeddingProvider();
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var stored = StoredDataSource();
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Assert.Multiple(() =>
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{
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Assert.That(EmbeddingChangeImpact.AffectsStoredIndex(embeddingProvider, stored, stored with { MaxChunkTokenLength = 256 }), Is.True, "Other chunk boundaries mean other vectors.");
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Assert.That(EmbeddingChangeImpact.AffectsStoredIndex(embeddingProvider, stored, stored with { ChunkOverlapTokenLength = 50 }), Is.True, "Another overlap changes what every chunk starts with.");
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});
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}
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[Test]
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public void HarmlessDataSourceEditsKeepTheStoredIndex()
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{
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var embeddingProvider = StoredEmbeddingProvider();
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var stored = StoredDataSource();
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Assert.Multiple(() =>
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{
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Assert.That(EmbeddingChangeImpact.AffectsStoredIndex(embeddingProvider, stored, stored with { Name = "Another name" }), Is.False, "The name is how the data source is offered, not how it was read.");
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Assert.That(EmbeddingChangeImpact.AffectsStoredIndex(embeddingProvider, stored, stored with { Description = "Another description" }), Is.False, "The description is there for the agent which picks data sources.");
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Assert.That(EmbeddingChangeImpact.AffectsStoredIndex(embeddingProvider, stored, stored with { MaxMatches = 42 }), Is.False, "How many matches an answer may use is decided per query.");
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Assert.That(EmbeddingChangeImpact.AffectsStoredIndex(embeddingProvider, stored, stored with { ConfidenceLevel = ConfidenceLevel.HIGH }), Is.False, "The confidence level is enforced live on every request and changes no vector.");
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});
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}
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private static DataSourceLocalDirectory StoredDataSource() => new()
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{
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Num = 1,
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Id = "6f1d6a4e-6a5e-4c62-9a4f-0f2d2c8b7a11",
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Name = "Test data",
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Description = "Documents used by the tests.",
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Type = DataSourceType.LOCAL_DIRECTORY,
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EmbeddingId = "b0a4c4d2-1f3e-4f0a-8c9d-5a6b7c8d9e01",
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MaxChunkTokenLength = 512,
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ChunkOverlapTokenLength = 100,
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ConfidenceLevel = ConfidenceLevel.LOW,
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Path = "/tmp/test-data",
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};
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private static EmbeddingProvider StoredEmbeddingProvider() =>
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new(1, "b0a4c4d2-1f3e-4f0a-8c9d-5a6b7c8d9e01", "Test embeddings", LLMProviders.OPEN_AI, new("text-embedding-3-small", "text-embedding-3-small"));
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}
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