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@@ -12,7 +12,6 @@ public enum ChatRole
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USER,
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AI,
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AGENT,
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RAG,
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}
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/// <summary>
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@@ -40,6 +40,16 @@ public sealed record ChatThread
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/// </summary>
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public IReadOnlyList<DataSourceAgentSelected> AISelectedDataSources { get; set; } = [];
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/// <summary>
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/// The augmented data for this chat thread. Will be inserted into the system prompt.
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/// </summary>
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public string AugmentedData { get; set; } = string.Empty;
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/// <summary>
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/// The data security to use, derived from the data sources used so far.
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/// </summary>
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public DataSourceSecurity DataSecurity { get; set; } = DataSourceSecurity.NOT_SPECIFIED;
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/// <summary>
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/// The name of the chat thread. Usually generated by an AI model or manually edited by the user.
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/// </summary>
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@@ -74,31 +84,48 @@ public sealed record ChatThread
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/// <returns>The prepared system prompt.</returns>
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public string PrepareSystemPrompt(SettingsManager settingsManager, ChatThread chatThread, ILogger logger)
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{
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var isAugmentedDataAvailable = !string.IsNullOrWhiteSpace(chatThread.AugmentedData);
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var systemPromptWithAugmentedData = isAugmentedDataAvailable switch
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{
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true => $"""
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{chatThread.SystemPrompt}
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{chatThread.AugmentedData}
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""",
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false => chatThread.SystemPrompt,
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};
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if(isAugmentedDataAvailable)
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logger.LogInformation("Augmented data is available for the chat thread.");
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else
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logger.LogInformation("No augmented data is available for the chat thread.");
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//
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// Prepare the system prompt:
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//
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string systemPromptText;
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var logMessage = $"Using no profile for chat thread '{chatThread.Name}'.";
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if (string.IsNullOrWhiteSpace(chatThread.SelectedProfile))
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systemPromptText = chatThread.SystemPrompt;
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systemPromptText = systemPromptWithAugmentedData;
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else
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{
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if(!Guid.TryParse(chatThread.SelectedProfile, out var profileId))
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systemPromptText = chatThread.SystemPrompt;
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systemPromptText = systemPromptWithAugmentedData;
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else
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{
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if(chatThread.SelectedProfile == Profile.NO_PROFILE.Id || profileId == Guid.Empty)
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systemPromptText = chatThread.SystemPrompt;
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systemPromptText = systemPromptWithAugmentedData;
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else
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{
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var profile = settingsManager.ConfigurationData.Profiles.FirstOrDefault(x => x.Id == chatThread.SelectedProfile);
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if(profile == default)
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systemPromptText = chatThread.SystemPrompt;
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systemPromptText = systemPromptWithAugmentedData;
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else
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{
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logMessage = $"Using profile '{profile.Name}' for chat thread '{chatThread.Name}'.";
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systemPromptText = $"""
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{chatThread.SystemPrompt}
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{systemPromptWithAugmentedData}
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{profile.ToSystemPrompt()}
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""";
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@@ -0,0 +1,58 @@
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using AIStudio.Provider.SelfHosted;
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using AIStudio.Settings.DataModel;
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namespace AIStudio.Chat;
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public static class ChatThreadExtensions
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{
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/// <summary>
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/// Checks if the specified provider is allowed for the chat thread.
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/// </summary>
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/// <remarks>
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/// We don't check if the provider is allowed to use the data sources of the chat thread.
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/// That kind of check is done in the RAG process itself.<br/><br/>
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///
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/// One thing which is not so obvious: after RAG was used on this thread, the entire chat
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/// thread is kind of a data source by itself. Why? Because the augmentation data collected
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/// from the data sources is stored in the chat thread. This means we must check if the
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/// selected provider is allowed to use this thread's data.
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/// </remarks>
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/// <param name="chatThread">The chat thread to check.</param>
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/// <param name="provider">The provider to check.</param>
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/// <returns>True, when the provider is allowed for the chat thread. False, otherwise.</returns>
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public static bool IsLLMProviderAllowed<T>(this ChatThread? chatThread, T provider)
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{
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// No chat thread available means we have a new chat. That's fine:
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if (chatThread is null)
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return true;
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// The chat thread is available, but the data security is not specified.
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// Means, we never used RAG or RAG was enabled, but no data sources were selected.
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// That's fine as well:
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if (chatThread.DataSecurity is DataSourceSecurity.NOT_SPECIFIED)
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return true;
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//
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// Is the provider self-hosted?
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//
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var isSelfHostedProvider = provider switch
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{
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ProviderSelfHosted => true,
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AIStudio.Settings.Provider p => p.IsSelfHosted,
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_ => false,
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};
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//
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// Check the chat data security against the selected provider:
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//
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return isSelfHostedProvider switch
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{
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// The provider is self-hosted -- we can use any data source:
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true => true,
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// The provider is not self-hosted -- it depends on the data security of the chat thread:
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false => chatThread.DataSecurity is not DataSourceSecurity.SELF_HOSTED,
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};
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}
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}
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@@ -27,7 +27,7 @@
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@if (this.IsLastContentBlock && this.Role is ChatRole.AI && this.RegenerateFunc is not null)
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{
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<MudTooltip Text="Regenerate" Placement="Placement.Bottom">
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<MudIconButton Icon="@Icons.Material.Filled.Recycling" Color="Color.Default" OnClick="@this.RegenerateBlock"/>
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<MudIconButton Icon="@Icons.Material.Filled.Recycling" Color="Color.Default" Disabled="@(!this.RegenerateEnabled())" OnClick="@this.RegenerateBlock"/>
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</MudTooltip>
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}
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@if (this.RemoveBlockFunc is not null)
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@@ -28,7 +28,7 @@ public sealed class ContentImage : IContent, IImageSource
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public Func<Task> StreamingEvent { get; set; } = () => Task.CompletedTask;
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/// <inheritdoc />
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public Task CreateFromProviderAsync(IProvider provider, Model chatModel, IContent? lastPrompt, ChatThread? chatChatThread, CancellationToken token = default)
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public Task<ChatThread> CreateFromProviderAsync(IProvider provider, Model chatModel, IContent? lastPrompt, ChatThread? chatChatThread, CancellationToken token = default)
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{
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throw new NotImplementedException();
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}
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@@ -36,16 +36,31 @@ public sealed class ContentText : IContent
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public Func<Task> StreamingEvent { get; set; } = () => Task.CompletedTask;
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/// <inheritdoc />
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public async Task CreateFromProviderAsync(IProvider provider, Model chatModel, IContent? lastPrompt, ChatThread? chatThread, CancellationToken token = default)
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public async Task<ChatThread> CreateFromProviderAsync(IProvider provider, Model chatModel, IContent? lastPrompt, ChatThread? chatThread, CancellationToken token = default)
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{
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if(chatThread is null)
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return;
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return new();
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if(!chatThread.IsLLMProviderAllowed(provider))
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{
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var logger = Program.SERVICE_PROVIDER.GetService<ILogger<ContentText>>()!;
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logger.LogError("The provider is not allowed for this chat thread due to data security reasons. Skipping the AI process.");
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return chatThread;
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}
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// Call the RAG process. Right now, we only have one RAG process:
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if (lastPrompt is not null)
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{
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var rag = new AISrcSelWithRetCtxVal();
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chatThread = await rag.ProcessAsync(provider, lastPrompt, chatThread, token);
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try
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{
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var rag = new AISrcSelWithRetCtxVal();
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chatThread = await rag.ProcessAsync(provider, lastPrompt, chatThread, token);
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}
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catch (Exception e)
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{
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var logger = Program.SERVICE_PROVIDER.GetService<ILogger<ContentText>>()!;
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logger.LogError(e, "Skipping the RAG process due to an error.");
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}
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}
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// Store the last time we got a response. We use this later
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@@ -107,6 +122,7 @@ public sealed class ContentText : IContent
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// Inform the UI that the streaming is done:
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await this.StreamingDone();
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return chatThread;
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}
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#endregion
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@@ -41,7 +41,7 @@ public interface IContent
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/// <summary>
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/// Uses the provider to create the content.
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/// </summary>
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public Task CreateFromProviderAsync(IProvider provider, Model chatModel, IContent? lastPrompt, ChatThread? chatChatThread, CancellationToken token = default);
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public Task<ChatThread> CreateFromProviderAsync(IProvider provider, Model chatModel, IContent? lastPrompt, ChatThread? chatChatThread, CancellationToken token = default);
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/// <summary>
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/// Returns the corresponding ERI content type.
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