MindWorkAI/AI-Studio
MindWorkAI/AI-Studio
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Using modern C#

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Thorsten Sommer 2026-02-20 15:20:47 +01:00
parent c490e0c668
commit f4eb78159c
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GPG Key ID: B0B7E2FC074BF1F5
15 changed files with 35 additions and 36 deletions
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2
app/MindWork AI Studio/Provider/AlibabaCloud/ProviderAlibabaCloud.cs
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@ -88,7 +88,7 @@ public sealed class ProviderAlibabaCloud() : BaseProvider(LLMProviders.ALIBABA_C
}
/// <inhertidoc />
public override async Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Provider.Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
public override async Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
{
var requestedSecret = await RUST_SERVICE.GetAPIKey(this, SecretStoreType.EMBEDDING_PROVIDER);
return await this.PerformStandardTextEmbeddingRequest(requestedSecret, embeddingModel, token: token, texts: texts);

4
app/MindWork AI Studio/Provider/Anthropic/ProviderAnthropic.cs
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@ -115,9 +115,9 @@ public sealed class ProviderAnthropic() : BaseProvider(LLMProviders.ANTHROPIC, "
}
/// <inhertidoc />
public override Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Provider.Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
public override Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
{
return Task.FromResult<IReadOnlyList<IReadOnlyList<float>>>(Array.Empty<IReadOnlyList<float>>());
return Task.FromResult<IReadOnlyList<IReadOnlyList<float>>>([]);
}
/// <inheritdoc />

13
app/MindWork AI Studio/Provider/BaseProvider.cs
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@ -668,8 +668,8 @@ public abstract class BaseProvider : IProvider, ISecretId
input = texts,
encoding_format = "float"
};
var embeddingRequest = JsonSerializer.Serialize(payload, JSON_SERIALIZER_OPTIONS);
using var request = new HttpRequestMessage(HttpMethod.Post, host.EmbeddingURL());
// Handle the authorization header based on the provider:
@ -685,7 +685,7 @@ public abstract class BaseProvider : IProvider, ISecretId
if(!requestedSecret.Success)
{
this.logger.LogError("No valid API key available for embedding request.");
return Array.Empty<IReadOnlyList<float>>();
return [];
}
request.Headers.Authorization = new AuthenticationHeaderValue("Bearer", await requestedSecret.Secret.Decrypt(ENCRYPTION));
@ -694,34 +694,33 @@ public abstract class BaseProvider : IProvider, ISecretId
// Set the content:
request.Content = new StringContent(embeddingRequest, Encoding.UTF8, "application/json");
using var response = await this.httpClient.SendAsync(request, token);
var responseBody = response.Content.ReadAsStringAsync(token).Result;
if (!response.IsSuccessStatusCode)
{
this.logger.LogError("Embedding request failed with status code {ResponseStatusCode} and body: '{ResponseBody}'.", response.StatusCode, responseBody);
return Array.Empty<IReadOnlyList<float>>();
return [];
}
var embeddingResponse = JsonSerializer.Deserialize<EmbeddingResponse>(responseBody, JSON_SERIALIZER_OPTIONS);
if (embeddingResponse is { Data: not null })
{
return embeddingResponse.Data
.Select(d => d.Embedding?.ToArray() ?? Array.Empty<float>())
.Select(d => d.Embedding?.ToArray() ?? [])
.Cast<IReadOnlyList<float>>()
.ToArray();
}
else
{
this.logger.LogError("Was not able to deserialize the embedding response.");
return Array.Empty<IReadOnlyList<float>>();
return [];
}
}
catch (Exception e)
{
this.logger.LogError("Failed to perform embedding request: '{Message}'.", e.Message);
return Array.Empty<IReadOnlyList<float>>();
return [];
}
}

4
app/MindWork AI Studio/Provider/DeepSeek/ProviderDeepSeek.cs
View File

@ -88,9 +88,9 @@ public sealed class ProviderDeepSeek() : BaseProvider(LLMProviders.DEEP_SEEK, "h
}
/// <inhertidoc />
public override Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Provider.Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
public override Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
{
return Task.FromResult<IReadOnlyList<IReadOnlyList<float>>>(Array.Empty<IReadOnlyList<float>>());
return Task.FromResult<IReadOnlyList<IReadOnlyList<float>>>([]);
}
/// <inheritdoc />

4
app/MindWork AI Studio/Provider/Fireworks/ProviderFireworks.cs
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@ -90,9 +90,9 @@ public class ProviderFireworks() : BaseProvider(LLMProviders.FIREWORKS, "https:/
}
/// <inhertidoc />
public override Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Provider.Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
public override Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
{
return Task.FromResult<IReadOnlyList<IReadOnlyList<float>>>(Array.Empty<IReadOnlyList<float>>());
return Task.FromResult<IReadOnlyList<IReadOnlyList<float>>>([]);
}
/// <inheritdoc />

4
app/MindWork AI Studio/Provider/GWDG/ProviderGWDG.cs
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@ -89,9 +89,9 @@ public sealed class ProviderGWDG() : BaseProvider(LLMProviders.GWDG, "https://ch
}
/// <inhertidoc />
public override Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Provider.Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
public override Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
{
return Task.FromResult<IReadOnlyList<IReadOnlyList<float>>>(Array.Empty<IReadOnlyList<float>>());
return Task.FromResult<IReadOnlyList<IReadOnlyList<float>>>([]);
}
/// <inheritdoc />

16
app/MindWork AI Studio/Provider/Google/ProviderGoogle.cs
View File

@ -98,7 +98,7 @@ public class ProviderGoogle() : BaseProvider(LLMProviders.GOOGLE, "https://gener
if (string.IsNullOrWhiteSpace(modelName))
{
LOGGER.LogError("No model name provided for embedding request.");
return Array.Empty<IReadOnlyList<float>>();
return [];
}
if (modelName.StartsWith("models/", StringComparison.OrdinalIgnoreCase))
@ -107,7 +107,7 @@ public class ProviderGoogle() : BaseProvider(LLMProviders.GOOGLE, "https://gener
if (!requestedSecret.Success)
{
LOGGER.LogError("No valid API key available for embedding request.");
return Array.Empty<IReadOnlyList<float>>();
return [];
}
// Prepare the Google Gemini embedding request:
@ -117,10 +117,11 @@ public class ProviderGoogle() : BaseProvider(LLMProviders.GOOGLE, "https://gener
{
parts = texts.Select(text => new { text }).ToArray()
},
taskType = "SEMANTIC_SIMILARITY"
};
var embeddingRequest = JsonSerializer.Serialize(payload, JSON_SERIALIZER_OPTIONS);
var embedUrl = $"https://generativelanguage.googleapis.com/v1beta/models/{modelName}:embedContent";
using var request = new HttpRequestMessage(HttpMethod.Post, embedUrl);
request.Headers.Add("x-goog-api-key", await requestedSecret.Secret.Decrypt(ENCRYPTION));
@ -134,29 +135,28 @@ public class ProviderGoogle() : BaseProvider(LLMProviders.GOOGLE, "https://gener
if (!response.IsSuccessStatusCode)
{
LOGGER.LogError("Embedding request failed with status code {ResponseStatusCode} and body: '{ResponseBody}'.", response.StatusCode, responseBody);
return Array.Empty<IReadOnlyList<float>>();
return [];
}
var embeddingResponse = JsonSerializer.Deserialize<GoogleEmbeddingResponse>(responseBody, JSON_SERIALIZER_OPTIONS);
if (embeddingResponse is { Embedding: not null })
{
return embeddingResponse.Embedding
.Select(d => d.Values?.ToArray() ?? Array.Empty<float>())
.Select(d => d.Values?.ToArray() ?? [])
.Cast<IReadOnlyList<float>>()
.ToArray();
}
else
{
LOGGER.LogError("Was not able to deserialize the embedding response.");
return Array.Empty<IReadOnlyList<float>>();
return [];
}
}
catch (Exception e)
{
LOGGER.LogError("Failed to perform embedding request: '{Message}'.", e.Message);
return Array.Empty<IReadOnlyList<float>>();
return [];
}
}

4
app/MindWork AI Studio/Provider/Groq/ProviderGroq.cs
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@ -89,9 +89,9 @@ public class ProviderGroq() : BaseProvider(LLMProviders.GROQ, "https://api.groq.
}
/// <inhertidoc />
public override Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Provider.Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
public override Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
{
return Task.FromResult<IReadOnlyList<IReadOnlyList<float>>>(Array.Empty<IReadOnlyList<float>>());
return Task.FromResult<IReadOnlyList<IReadOnlyList<float>>>([]);
}
/// <inheritdoc />

2
app/MindWork AI Studio/Provider/Helmholtz/ProviderHelmholtz.cs
View File

@ -88,7 +88,7 @@ public sealed class ProviderHelmholtz() : BaseProvider(LLMProviders.HELMHOLTZ, "
}
/// <inhertidoc />
public override async Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Provider.Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
public override async Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
{
var requestedSecret = await RUST_SERVICE.GetAPIKey(this, SecretStoreType.EMBEDDING_PROVIDER);
return await this.PerformStandardTextEmbeddingRequest(requestedSecret, embeddingModel, token: token, texts: texts);

4
app/MindWork AI Studio/Provider/HuggingFace/ProviderHuggingFace.cs
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@ -93,9 +93,9 @@ public sealed class ProviderHuggingFace : BaseProvider
}
/// <inhertidoc />
public override Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Provider.Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
public override Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
{
return Task.FromResult<IReadOnlyList<IReadOnlyList<float>>>(Array.Empty<IReadOnlyList<float>>());
return Task.FromResult<IReadOnlyList<IReadOnlyList<float>>>([]);
}
/// <inheritdoc />

2
app/MindWork AI Studio/Provider/NoProvider.cs
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@ -40,7 +40,7 @@ public class NoProvider : IProvider
public Task<string> TranscribeAudioAsync(Model transcriptionModel, string audioFilePath, SettingsManager settingsManager, CancellationToken token = default) => Task.FromResult(string.Empty);
public Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts) => Task.FromResult<IReadOnlyList<IReadOnlyList<float>>>(Array.Empty<IReadOnlyList<float>>());
public Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts) => Task.FromResult<IReadOnlyList<IReadOnlyList<float>>>([]);
public IReadOnlyCollection<Capability> GetModelCapabilities(Model model) => [ Capability.NONE ];

2
app/MindWork AI Studio/Provider/OpenAI/ProviderOpenAI.cs
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@ -226,7 +226,7 @@ public sealed class ProviderOpenAI() : BaseProvider(LLMProviders.OPEN_AI, "https
}
/// <inhertidoc />
public override async Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Provider.Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
public override async Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
{
var requestedSecret = await RUST_SERVICE.GetAPIKey(this, SecretStoreType.EMBEDDING_PROVIDER);
return await this.PerformStandardTextEmbeddingRequest(requestedSecret, embeddingModel, token: token, texts: texts);

2
app/MindWork AI Studio/Provider/OpenRouter/ProviderOpenRouter.cs
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@ -96,7 +96,7 @@ public sealed class ProviderOpenRouter() : BaseProvider(LLMProviders.OPEN_ROUTER
}
/// <inhertidoc />
public override async Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Provider.Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
public override async Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
{
var requestedSecret = await RUST_SERVICE.GetAPIKey(this, SecretStoreType.EMBEDDING_PROVIDER);
return await this.PerformStandardTextEmbeddingRequest(requestedSecret, embeddingModel, token: token, texts: texts);

4
app/MindWork AI Studio/Provider/Perplexity/ProviderPerplexity.cs
View File

@ -96,9 +96,9 @@ public sealed class ProviderPerplexity() : BaseProvider(LLMProviders.PERPLEXITY,
}
/// <inhertidoc />
public override Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Provider.Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
public override Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
{
return Task.FromResult<IReadOnlyList<IReadOnlyList<float>>>(Array.Empty<IReadOnlyList<float>>());
return Task.FromResult<IReadOnlyList<IReadOnlyList<float>>>([]);
}
/// <inheritdoc />

4
app/MindWork AI Studio/Provider/X/ProviderX.cs
View File

@ -89,9 +89,9 @@ public sealed class ProviderX() : BaseProvider(LLMProviders.X, "https://api.x.ai
}
/// <inhertidoc />
public override Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Provider.Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
public override Task<IReadOnlyList<IReadOnlyList<float>>> EmbedTextAsync(Model embeddingModel, SettingsManager settingsManager, CancellationToken token = default, params List<string> texts)
{
return Task.FromResult<IReadOnlyList<IReadOnlyList<float>>>(Array.Empty<IReadOnlyList<float>>());
return Task.FromResult<IReadOnlyList<IReadOnlyList<float>>>([]);
}
/// <inheritdoc />