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Added Requesty as a provider (#1006)
Co-authored-by: Thorsten Sommer <SommerEngineering@users.noreply.github.com>
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using System.Net.Http.Headers;
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using System.Runtime.CompilerServices;
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using AIStudio.Chat;
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using AIStudio.Models.Live;
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using AIStudio.Provider.OpenAI;
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using AIStudio.Settings;
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namespace AIStudio.Provider.Requesty;
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public sealed class ProviderRequesty() : BaseProvider(LLMProviders.REQUESTY, new Uri("https://router.requesty.ai/v1/"), ExternalHttpTrustPolicy.SYSTEM_TRUST_ONLY, LOGGER)
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{
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private static readonly ILogger<ProviderRequesty> LOGGER = Program.LOGGER_FACTORY.CreateLogger<ProviderRequesty>();
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#region Implementation of IProvider
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/// <inheritdoc />
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public override string Id => LLMProviders.REQUESTY.ToSecretId();
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/// <inheritdoc />
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public override string InstanceName { get; set; } = "Requesty";
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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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"Requesty",
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chatModel,
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chatThread,
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settingsManager,
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async (systemPrompt, apiParameters, tools) =>
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{
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// Build the list of messages:
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var messages = await chatThread.Blocks.BuildMessagesUsingNestedImageUrlAsync(this.CreateSettingsProvider(chatModel));
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return new ChatCompletionAPIRequest
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{
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Model = chatModel.Id,
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// Build the messages:
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// - First of all the system prompt
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// - Then none-empty user and AI messages
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Messages = [systemPrompt, ..messages],
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// Right now, we only support streaming completions:
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Stream = true,
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Tools = tools,
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AdditionalApiParameters = apiParameters
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};
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},
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headersAction: ProjectAttribution.Apply,
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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 async Task<TranscriptionResult> TranscribeAudioAsync(Model transcriptionModel, string audioFilePath, SettingsManager settingsManager, CancellationToken token = default)
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{
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var requestedSecret = await Program.RUST_SERVICE.GetAPIKey(this, SecretStoreType.TRANSCRIPTION_PROVIDER);
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return await this.PerformStandardTranscriptionRequest(requestedSecret, transcriptionModel, audioFilePath, token: token);
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}
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/// <inheritdoc />
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public override async Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
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{
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var requestedSecret = await Program.RUST_SERVICE.GetAPIKey(this, SecretStoreType.EMBEDDING_PROVIDER);
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return await this.PerformStandardTextEmbeddingRequest(requestedSecret, embeddingModel, token: token, texts: texts);
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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.LoadModels(SecretStoreType.LLM_PROVIDER, apiKeyProvisional, token);
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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 this.LoadModelsOfRoute(SecretStoreType.EMBEDDING_PROVIDER, "models/embedding", apiKeyProvisional, token);
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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 this.LoadModelsOfRoute(SecretStoreType.TRANSCRIPTION_PROVIDER, "models/transcription", apiKeyProvisional, token);
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}
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#endregion
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/// <summary>
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/// Loads the managed policies and the full model catalog, and offers both as one list.
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/// </summary>
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/// <remarks>
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/// A managed policy, such as "claude-opus-5@eu", bundles several clouds which serve the same
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/// model, and Requesty decides which of them answers a request. Requesty lists these policies on
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/// a route of their own, and the catalog does not contain them. Both lists are read before
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/// anything is reported, because what is reported replaces everything this instance said
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/// before. When the managed route fails, the catalog alone is still offered.
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/// </remarks>
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/// <param name="storeType">Where the API key is stored.</param>
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/// <param name="apiKeyProvisional">An API key which is not stored yet.</param>
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/// <param name="token">The cancellation token to use.</param>
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/// <returns>The chat models.</returns>
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private async Task<ModelLoadResult> LoadModels(SecretStoreType storeType, string? apiKeyProvisional, CancellationToken token)
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{
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IList<RequestyModel> managedModels = [];
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await this.LoadModelsResponse<RequestyModelsResponse>(
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storeType,
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"models/managed",
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modelResponse =>
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{
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managedModels = modelResponse.Data;
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return [];
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},
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apiKeyProvisional,
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requestConfigurator: ConfigureRequest,
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token: token);
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return await this.LoadModelsResponse<RequestyModelsResponse>(
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storeType,
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"models",
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modelResponse => managedModels.Concat(modelResponse.Data)
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.DistinctBy(n => n.Id)
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.Select(n => new Model(n.Id, null))
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.Where(model => model.IsChatModel(this.Provider)),
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apiKeyProvisional,
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requestConfigurator: ConfigureRequest,
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listingFactory: modelResponse => managedModels.Concat(modelResponse.Data)
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.DistinctBy(n => n.Id)
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.Select(n => ModelListing.For(n.Id, n.ContextWindowTokens)),
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token: token);
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}
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/// <summary>
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/// Loads the models Requesty offers for embedding or for transcription, each of which lives on
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/// a route of its own.
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/// </summary>
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/// <remarks>
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/// Nothing is reported from here: such a route answers with the models of its purpose alone,
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/// and what is reported replaces everything an instance said before. The windows of the chat
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/// models would go missing the moment somebody opens the embedding or transcription settings.
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///
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/// Nothing is filtered either. The route is the statement: Requesty serves these models to
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/// embed or to transcribe with, which is more than a name can say. Asking the registry on top
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/// could only drop a model whose name we do not recognize.
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/// </remarks>
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/// <param name="storeType">Where the API key is stored.</param>
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/// <param name="route">The route which lists the models, relative to the base URL.</param>
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/// <param name="apiKeyProvisional">An API key which is not stored yet.</param>
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/// <param name="token">The cancellation token to use.</param>
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/// <returns>The models of the route.</returns>
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private Task<ModelLoadResult> LoadModelsOfRoute(SecretStoreType storeType, string route, string? apiKeyProvisional, CancellationToken token)
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{
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return this.LoadModelsResponse<RequestyModelsResponse>(
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storeType,
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route,
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modelResponse => modelResponse.Data.Select(n => new Model(n.Id, null)),
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apiKeyProvisional,
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requestConfigurator: ConfigureRequest,
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token: token);
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}
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private static void ConfigureRequest(HttpRequestMessage request, string secretKey)
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{
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request.Headers.Authorization = new AuthenticationHeaderValue("Bearer", secretKey);
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ProjectAttribution.Apply(request.Headers);
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}
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}
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@@ -0,0 +1,10 @@
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using System.Text.Json.Serialization;
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namespace AIStudio.Provider.Requesty;
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/// <summary>
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/// A data model for a Requesty model from the API.
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/// </summary>
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/// <param name="Id">The model's ID.</param>
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/// <param name="ContextWindowTokens">How much the model reads and writes in one conversation, in tokens.</param>
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public readonly record struct RequestyModel(string Id, [property: JsonPropertyName("context_window")] int? ContextWindowTokens);
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@@ -0,0 +1,7 @@
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namespace AIStudio.Provider.Requesty;
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/// <summary>
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/// A data model for the response from the Requesty models endpoints.
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/// </summary>
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/// <param name="Data">The list of models.</param>
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public readonly record struct RequestyModelsResponse(IList<RequestyModel> Data);
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