Using modern C#

app/MindWork AI Studio/Provider/AlibabaCloud/ProviderAlibabaCloud.cs

@@ -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);

app/MindWork AI Studio/Provider/Anthropic/ProviderAnthropic.cs

@@ -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 />

app/MindWork AI Studio/Provider/BaseProvider.cs

@@ -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 [];
         }
     }
     

app/MindWork AI Studio/Provider/DeepSeek/ProviderDeepSeek.cs

@@ -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 />

app/MindWork AI Studio/Provider/Fireworks/ProviderFireworks.cs

@@ -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 />

app/MindWork AI Studio/Provider/GWDG/ProviderGWDG.cs

@@ -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 />

app/MindWork AI Studio/Provider/Google/ProviderGoogle.cs

@@ -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 [];
         }
     }
 

app/MindWork AI Studio/Provider/Groq/ProviderGroq.cs

@@ -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 />

app/MindWork AI Studio/Provider/Helmholtz/ProviderHelmholtz.cs

@@ -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);

app/MindWork AI Studio/Provider/HuggingFace/ProviderHuggingFace.cs

@@ -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 />

app/MindWork AI Studio/Provider/NoProvider.cs

@@ -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 ];
 

app/MindWork AI Studio/Provider/OpenAI/ProviderOpenAI.cs

@@ -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);

app/MindWork AI Studio/Provider/OpenRouter/ProviderOpenRouter.cs

@@ -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);

app/MindWork AI Studio/Provider/Perplexity/ProviderPerplexity.cs

@@ -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 />

app/MindWork AI Studio/Provider/X/ProviderX.cs

@@ -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 />