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https://github.com/MindWorkAI/AI-Studio.git
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refactored confidence levels and ensured checks work
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@@ -9,6 +9,8 @@ namespace AIStudio.Tools.Services;
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public sealed class DataSourceService
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{
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private readonly record struct ParticipatingProvider(string Role, bool IsTrusted, ConfidenceLevel ConfidenceLevel);
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private readonly RustService rustService;
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private readonly SettingsManager settingsManager;
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private readonly ILogger<DataSourceService> logger;
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@@ -27,9 +29,10 @@ public sealed class DataSourceService
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/// It also returns the data sources selected before when they are still allowed.
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/// </summary>
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/// <param name="selectedLLMProvider">The selected LLM provider.</param>
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/// <param name="dataSourceOptions">The active data source options, which determine which agent providers participate.</param>
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/// <param name="previousSelectedDataSources">The data sources selected before.</param>
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/// <returns>The allowed data sources and the data sources selected before -- when they are still allowed.</returns>
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public async Task<AllowedSelectedDataSources> GetDataSources(AIStudio.Settings.Provider selectedLLMProvider, IReadOnlyCollection<IDataSource>? previousSelectedDataSources = null)
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public async Task<AllowedSelectedDataSources> GetDataSources(AIStudio.Settings.Provider selectedLLMProvider, DataSourceOptions dataSourceOptions, IReadOnlyCollection<IDataSource>? previousSelectedDataSources = null)
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{
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//
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// Case: Somehow the selected LLM provider was not set. The default provider
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@@ -42,10 +45,10 @@ public sealed class DataSourceService
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return new([], []);
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}
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return await this.GetDataSources(
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selectedLLMProvider.IsTrustedForDataSourceSecurityChecks(this.settingsManager),
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selectedLLMProvider.GetConfidenceLevel(this.settingsManager),
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previousSelectedDataSources);
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var usingTrustedProvider = selectedLLMProvider.IsTrustedForDataSourceSecurityChecks(this.settingsManager);
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var participatingProviders = this.GetParticipatingProviders(selectedLLMProvider.Id, dataSourceOptions,
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new("chat provider", usingTrustedProvider, selectedLLMProvider.GetConfidenceLevel(this.settingsManager)));
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return await this.GetDataSources(usingTrustedProvider, participatingProviders, previousSelectedDataSources);
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}
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/// <summary>
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@@ -53,9 +56,10 @@ public sealed class DataSourceService
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/// It also returns the data sources selected before when they are still allowed.
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/// </summary>
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/// <param name="selectedLLMProvider">The selected LLM provider.</param>
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/// <param name="dataSourceOptions">The active data source options, which determine which agent providers participate.</param>
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/// <param name="previousSelectedDataSources">The data sources selected before.</param>
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/// <returns>The allowed data sources and the data sources selected before -- when they are still allowed.</returns>
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public async Task<AllowedSelectedDataSources> GetDataSources(IProvider selectedLLMProvider, IReadOnlyCollection<IDataSource>? previousSelectedDataSources = null)
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public async Task<AllowedSelectedDataSources> GetDataSources(IProvider selectedLLMProvider, DataSourceOptions dataSourceOptions, IReadOnlyCollection<IDataSource>? previousSelectedDataSources = null)
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{
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//
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// Case: Somehow the selected LLM provider was not set. The default provider
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@@ -68,13 +72,42 @@ public sealed class DataSourceService
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return new([], []);
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}
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return await this.GetDataSources(
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selectedLLMProvider.IsTrustedForDataSourceSecurityChecks(this.settingsManager),
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selectedLLMProvider.GetConfidenceLevel(this.settingsManager),
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previousSelectedDataSources);
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var usingTrustedProvider = selectedLLMProvider.IsTrustedForDataSourceSecurityChecks(this.settingsManager);
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var participatingProviders = this.GetParticipatingProviders(selectedLLMProvider.ConfiguredProviderId, dataSourceOptions,
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new("chat provider", usingTrustedProvider, selectedLLMProvider.GetConfidenceLevel(this.settingsManager)));
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return await this.GetDataSources(usingTrustedProvider, participatingProviders, previousSelectedDataSources);
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}
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private async Task<AllowedSelectedDataSources> GetDataSources(bool usingTrustedProvider, ConfidenceLevel providerConfidenceLevel, IReadOnlyCollection<IDataSource>? previousSelectedDataSources = null)
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private IReadOnlyList<ParticipatingProvider> GetParticipatingProviders(string currentProviderId, DataSourceOptions dataSourceOptions, ParticipatingProvider currentProvider)
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{
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var providers = new List<ParticipatingProvider> { currentProvider };
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if (dataSourceOptions.AutomaticDataSourceSelection)
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this.AddAgentProvider(providers, Components.AGENT_DATA_SOURCE_SELECTION, currentProviderId, "data source selection agent");
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if (dataSourceOptions.AutomaticValidation && this.settingsManager.ConfigurationData.AgentRetrievalContextValidation.EnableRetrievalContextValidation)
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this.AddAgentProvider(providers, Components.AGENT_RETRIEVAL_CONTEXT_VALIDATION, currentProviderId, "retrieval context validation agent");
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return providers;
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}
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private void AddAgentProvider(List<ParticipatingProvider> providers, Components component, string currentProviderId, string role)
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{
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var provider = this.settingsManager.GetPreselectedProvider(component, currentProviderId, true);
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if (provider == Settings.Provider.NONE)
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{
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this.logger.LogWarning($"No provider is available for the {role}. Data sources cannot be made available while this agent is enabled.");
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providers.Add(new(role, false, ConfidenceLevel.NONE));
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return;
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}
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providers.Add(new(
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role,
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provider.IsTrustedForDataSourceSecurityChecks(this.settingsManager),
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provider.GetConfidenceLevel(this.settingsManager)));
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}
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private async Task<AllowedSelectedDataSources> GetDataSources(bool usingTrustedProvider, IReadOnlyList<ParticipatingProvider> participatingProviders, IReadOnlyCollection<IDataSource>? previousSelectedDataSources = null)
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{
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var allDataSources = this.settingsManager.ConfigurationData.DataSources.ToList();
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var previousSelectedDataSourceIds = previousSelectedDataSources?.Select(source => source.Id).ToHashSet(StringComparer.Ordinal) ?? [];
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@@ -84,7 +117,7 @@ public sealed class DataSourceService
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// Start all checks in parallel:
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foreach (var source in allDataSources)
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tasks.Add(this.CheckOneDataSource(source, usingTrustedProvider, providerConfidenceLevel));
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tasks.Add(this.CheckOneDataSource(source, usingTrustedProvider, participatingProviders));
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// Wait for all checks and collect the results:
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foreach (var task in tasks)
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@@ -101,16 +134,34 @@ public sealed class DataSourceService
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return new(filteredDataSources, filteredSelectedDataSources);
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}
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private async Task<IDataSource?> CheckOneDataSource(IDataSource source, bool usingTrustedProvider, ConfidenceLevel providerConfidenceLevel)
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private async Task<IDataSource?> CheckOneDataSource(IDataSource source, bool usingTrustedProvider, IReadOnlyList<ParticipatingProvider> participatingProviders)
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{
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if (!providerConfidenceLevel.AllowsDataSourceComplianceLevel(source.ComplianceLevel))
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if (source is IInternalDataSource internalSource)
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{
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this.logger.LogWarning($"The data source '{source.Name}' (id={source.Id}) requires provider confidence '{source.ComplianceLevel.GetName()}'. The selected provider only has confidence '{providerConfidenceLevel.GetName()}'. We skip this source.");
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return null;
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}
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foreach (var provider in participatingProviders)
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{
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if (!provider.ConfidenceLevel.AllowsDataSourceConfidenceLevel(internalSource.ConfidenceLevel))
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{
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this.logger.LogWarning($"The internal data source '{source.Name}' (id={source.Id}) requires provider confidence '{internalSource.ConfidenceLevel.GetName()}'. The {provider.Role} only has confidence '{provider.ConfidenceLevel.GetName()}'. We skip this source.");
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return null;
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}
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}
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if (!DataSourceEmbeddingProviders.TryResolve(this.settingsManager, source, out var embeddingProvider))
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{
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this.logger.LogWarning($"The internal data source '{source.Name}' (id={source.Id}) has no usable embedding provider. We skip this source.");
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return null;
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}
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var embeddingProviderConfidence = embeddingProvider.GetConfidenceLevel(this.settingsManager);
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if (!embeddingProviderConfidence.AllowsDataSourceConfidenceLevel(internalSource.ConfidenceLevel))
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{
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this.logger.LogWarning($"The internal data source '{source.Name}' (id={source.Id}) requires provider confidence '{internalSource.ConfidenceLevel.GetName()}'. Its embedding provider '{embeddingProvider.Name}' only has confidence '{embeddingProviderConfidence.GetName()}'. We skip this source.");
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return null;
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}
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if (source is IInternalDataSource)
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return source;
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}
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//
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// Unfortunately, we have to live-check any ERI source for its security requirements.
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@@ -146,8 +197,11 @@ public sealed class DataSourceService
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eriSourceRequirements = securityRequest.Data;
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this.logger.LogInformation($"Security requirements for ERI source '{source.Name}' (id={source.Id}) retrieved successfully.");
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}
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switch (source.SecurityPolicy)
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if (source is not IExternalDataSource externalSource)
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return source;
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switch (externalSource.SecurityPolicy)
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{
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case DataSourceSecurity.ALLOW_ANY:
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