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Added Hetzner as an experimental LLM provider (#912)
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@@ -0,0 +1,93 @@
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using System.Runtime.CompilerServices;
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using AIStudio.Chat;
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using AIStudio.Provider.OpenAI;
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using AIStudio.Settings;
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namespace AIStudio.Provider.Hetzner;
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public sealed class ProviderHetzner() : BaseProvider(LLMProviders.HETZNER, new Uri("https://inference.hetzner.com/api/v1/"), ExternalHttpTrustPolicy.SYSTEM_TRUST_ONLY, LOGGER)
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{
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private static readonly ILogger<ProviderHetzner> LOGGER = Program.LOGGER_FACTORY.CreateLogger<ProviderHetzner>();
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#region Implementation of IProvider
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/// <inheritdoc />
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public override string Id => LLMProviders.HETZNER.ToSecretId();
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/// <inheritdoc />
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public override string InstanceName { get; set; } = "Hetzner (Experimental)";
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/// <inheritdoc />
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public override bool HasModelLoadingCapability => true;
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/// <inheritdoc />
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public override async IAsyncEnumerable<ContentStreamChunk> StreamChatCompletion(Model chatModel, ChatThread chatThread, SettingsManager settingsManager, [EnumeratorCancellation] CancellationToken token = default)
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{
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await foreach (var content in this.StreamOpenAICompatibleChatCompletion<ChatCompletionAPIRequest, ChatCompletionDeltaStreamLine, NoChatCompletionAnnotationStreamLine>(
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"Hetzner",
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chatModel,
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chatThread,
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settingsManager,
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async (systemPrompt, apiParameters) =>
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{
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var messages = await chatThread.Blocks.BuildMessagesUsingNestedImageUrlAsync(this.Provider, chatModel);
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return new ChatCompletionAPIRequest
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{
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Model = chatModel.Id,
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Messages = [systemPrompt, ..messages],
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Stream = true,
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AdditionalApiParameters = apiParameters
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};
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},
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token: token))
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yield return content;
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}
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#pragma warning disable CS1998 // Async method lacks 'await' operators and will run synchronously
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/// <inheritdoc />
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public override async IAsyncEnumerable<ImageURL> StreamImageCompletion(Model imageModel, string promptPositive, string promptNegative = FilterOperator.String.Empty, ImageURL referenceImageURL = default, [EnumeratorCancellation] CancellationToken token = default)
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{
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yield break;
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}
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#pragma warning restore CS1998 // Async method lacks 'await' operators and will run synchronously
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/// <inheritdoc />
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public override Task<TranscriptionResult> TranscribeAudioAsync(Model transcriptionModel, string audioFilePath, SettingsManager settingsManager, CancellationToken token = default)
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{
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return Task.FromResult(TranscriptionResult.Failure());
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}
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/// <inheritdoc />
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public override Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
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{
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return Task.FromResult<IReadOnlyList<IReadOnlyList<float>>>([]);
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}
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/// <inheritdoc />
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public override Task<ModelLoadResult> GetTextModels(string? apiKeyProvisional = null, CancellationToken token = default)
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{
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return this.LoadModelsResponse<ModelsResponse>(SecretStoreType.LLM_PROVIDER, "models", modelResponse => modelResponse.Data, token, apiKeyProvisional);
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}
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/// <inheritdoc />
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public override Task<ModelLoadResult> GetImageModels(string? apiKeyProvisional = null, CancellationToken token = default)
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{
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return Task.FromResult(ModelLoadResult.FromModels([]));
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}
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/// <inheritdoc />
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public override Task<ModelLoadResult> GetEmbeddingModels(string? apiKeyProvisional = null, CancellationToken token = default)
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{
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return Task.FromResult(ModelLoadResult.FromModels([]));
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}
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/// <inheritdoc />
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public override Task<ModelLoadResult> GetTranscriptionModels(string? apiKeyProvisional = null, CancellationToken token = default)
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{
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return Task.FromResult(ModelLoadResult.FromModels([]));
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}
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#endregion
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}
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