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Improved error handling for model loading (#732)
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@@ -1,5 +1,6 @@
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using System.Net.Http.Headers;
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using System.Runtime.CompilerServices;
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using System.Text.Json;
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using AIStudio.Chat;
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using AIStudio.Provider.OpenAI;
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@@ -71,60 +72,81 @@ public sealed class ProviderHelmholtz() : BaseProvider(LLMProviders.HELMHOLTZ, "
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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("text-", StringComparison.InvariantCultureIgnoreCase) &&
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!model.Id.StartsWith("alias-embedding", 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 =
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[
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..result.Models.Where(model => !model.Id.StartsWith("text-", StringComparison.InvariantCultureIgnoreCase) &&
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!model.Id.Contains("-embedding", StringComparison.InvariantCultureIgnoreCase)
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)
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]
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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 =>
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model.Id.StartsWith("alias-embedding", StringComparison.InvariantCultureIgnoreCase) ||
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model.Id.StartsWith("text-", StringComparison.InvariantCultureIgnoreCase) ||
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model.Id.Contains("gritlm", 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 =
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[
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..result.Models.Where(model =>
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model.Id.Contains("-embedding", StringComparison.InvariantCultureIgnoreCase) ||
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model.Id.StartsWith("text-", StringComparison.InvariantCultureIgnoreCase) ||
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model.Id.Contains("gritlm", StringComparison.InvariantCultureIgnoreCase))
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]
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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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return Task.FromResult(Enumerable.Empty<Model>());
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return Task.FromResult(ModelLoadResult.FromModels([]));
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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 secretKey = await this.GetModelLoadingSecretKey(storeType, apiKeyProvisional);
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if (string.IsNullOrWhiteSpace(secretKey))
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return FailedModelLoadResult(ModelLoadFailureReason.INVALID_OR_MISSING_API_KEY, "No API key available for model loading.");
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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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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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using var response = await this.HttpClient.SendAsync(request, token);
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var body = await response.Content.ReadAsStringAsync(token);
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if (!response.IsSuccessStatusCode)
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return FailedModelLoadResult(GetDefaultModelLoadFailureReason(response), $"Status={(int)response.StatusCode} {response.ReasonPhrase}; Body='{body}'");
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var modelResponse = await response.Content.ReadFromJsonAsync<ModelsResponse>(token);
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return modelResponse.Data;
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try
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{
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var modelResponse = JsonSerializer.Deserialize<ModelsResponse>(body, JSON_SERIALIZER_OPTIONS);
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return SuccessfulModelLoadResult(modelResponse.Data);
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}
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catch (JsonException e)
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{
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if (body.Contains("API key", StringComparison.InvariantCultureIgnoreCase))
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return FailedModelLoadResult(ModelLoadFailureReason.INVALID_OR_MISSING_API_KEY, body);
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LOGGER.LogError(e, "Unexpected error while parsing models from Helmholtz API response. Status Code: {StatusCode}. Reason: {ReasonPhrase}. Response Body: '{ResponseBody}'", response.StatusCode, response.ReasonPhrase, body);
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return FailedModelLoadResult(ModelLoadFailureReason.INVALID_RESPONSE, body);
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}
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catch (Exception e)
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{
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LOGGER.LogError(e, "Unexpected error while loading models from Helmholtz API. Status Code: {StatusCode}. Reason: {ReasonPhrase}", response.StatusCode, response.ReasonPhrase);
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return FailedModelLoadResult(ModelLoadFailureReason.UNKNOWN, e.Message);
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}
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}
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}
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}
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