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Improved error handling for model loading (#732)
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@@ -1,5 +1,4 @@
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using System.Net.Http.Headers;
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using System.Runtime.CompilerServices;
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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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@@ -71,61 +70,55 @@ public sealed class ProviderGWDG() : BaseProvider(LLMProviders.GWDG, "https://ch
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}
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/// <inheritdoc />
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public override async Task<IEnumerable<Model>> GetTextModels(string? apiKeyProvisional = null, CancellationToken token = default)
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public override async Task<ModelLoadResult> GetTextModels(string? apiKeyProvisional = null, CancellationToken token = default)
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{
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var models = await this.LoadModels(SecretStoreType.LLM_PROVIDER, token, apiKeyProvisional);
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return models.Where(model => !model.Id.StartsWith("e5-mistral-7b-instruct", StringComparison.InvariantCultureIgnoreCase));
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var result = await this.LoadModels(SecretStoreType.LLM_PROVIDER, token, apiKeyProvisional);
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return result with
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{
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Models = [..result.Models.Where(model => !model.Id.StartsWith("e5-mistral-7b-instruct", StringComparison.InvariantCultureIgnoreCase))]
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};
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}
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/// <inheritdoc />
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public override Task<IEnumerable<Model>> GetImageModels(string? apiKeyProvisional = null, CancellationToken token = default)
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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(Enumerable.Empty<Model>());
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return Task.FromResult(ModelLoadResult.FromModels([]));
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}
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/// <inheritdoc />
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public override async Task<IEnumerable<Model>> GetEmbeddingModels(string? apiKeyProvisional = null, CancellationToken token = default)
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public override async Task<ModelLoadResult> GetEmbeddingModels(string? apiKeyProvisional = null, CancellationToken token = default)
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{
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var models = await this.LoadModels(SecretStoreType.EMBEDDING_PROVIDER, token, apiKeyProvisional);
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return models.Where(model => model.Id.StartsWith("e5-", StringComparison.InvariantCultureIgnoreCase));
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var result = await this.LoadModels(SecretStoreType.EMBEDDING_PROVIDER, token, apiKeyProvisional);
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return result with
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{
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Models = [..result.Models.Where(model => model.Id.StartsWith("e5-", StringComparison.InvariantCultureIgnoreCase))]
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};
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}
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/// <inheritdoc />
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public override Task<IEnumerable<Model>> GetTranscriptionModels(string? apiKeyProvisional = null, CancellationToken token = default)
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public override Task<ModelLoadResult> GetTranscriptionModels(string? apiKeyProvisional = null, CancellationToken token = default)
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{
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// Source: https://docs.hpc.gwdg.de/services/saia/index.html#voice-to-text
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return Task.FromResult<IEnumerable<Model>>(
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new List<Model>
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{
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new("whisper-large-v2", "Whisper v2 Large"),
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});
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return Task.FromResult(ModelLoadResult.FromModels(
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[
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new Model("whisper-large-v2", "Whisper v2 Large"),
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]));
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}
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#endregion
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private async Task<IEnumerable<Model>> LoadModels(SecretStoreType storeType, CancellationToken token, string? apiKeyProvisional = null)
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private async Task<ModelLoadResult> LoadModels(SecretStoreType storeType, CancellationToken token, string? apiKeyProvisional = null)
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{
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var secretKey = apiKeyProvisional switch
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{
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not null => apiKeyProvisional,
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_ => await RUST_SERVICE.GetAPIKey(this, storeType) switch
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{
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{ Success: true } result => await result.Secret.Decrypt(ENCRYPTION),
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_ => null,
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}
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};
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var result = await this.LoadModelsResponse<ModelsResponse>(
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storeType,
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"models",
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modelResponse => modelResponse.Data,
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token,
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apiKeyProvisional);
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if (secretKey is null)
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return [];
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using var request = new HttpRequestMessage(HttpMethod.Get, "models");
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request.Headers.Authorization = new AuthenticationHeaderValue("Bearer", secretKey);
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if (!result.Success)
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LOGGER.LogWarning("Failed to load models for provider {ProviderId}. FailureReason: {FailureReason}. TechnicalDetails: {TechnicalDetails}", this.Id, result.FailureReason, result.TechnicalDetails);
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using var response = await this.httpClient.SendAsync(request, token);
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if(!response.IsSuccessStatusCode)
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return [];
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var modelResponse = await response.Content.ReadFromJsonAsync<ModelsResponse>(token);
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return modelResponse.Data;
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return result;
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}
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}
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