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Chat request refactoring for OpenAI-compatible providers (#722)
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@@ -1,20 +0,0 @@
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using System.Text.Json.Serialization;
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namespace AIStudio.Provider.SelfHosted;
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/// <summary>
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/// The chat request model.
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/// </summary>
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/// <param name="Model">Which model to use for chat completion.</param>
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/// <param name="Messages">The chat messages.</param>
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/// <param name="Stream">Whether to stream the chat completion.</param>
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public readonly record struct ChatRequest(
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string Model,
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IList<IMessageBase> Messages,
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bool Stream
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)
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{
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// Attention: The "required" modifier is not supported for [JsonExtensionData].
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[JsonExtensionData]
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public IDictionary<string, object> AdditionalApiParameters { get; init; } = new Dictionary<string, object>();
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}
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@@ -1,7 +1,5 @@
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using System.Net.Http.Headers;
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using System.Runtime.CompilerServices;
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using System.Text;
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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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@@ -25,58 +23,39 @@ public sealed class ProviderSelfHosted(Host host, string hostname) : BaseProvide
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/// <inheritdoc />
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public override async IAsyncEnumerable<ContentStreamChunk> StreamChatCompletion(Provider.Model chatModel, ChatThread chatThread, SettingsManager settingsManager, [EnumeratorCancellation] CancellationToken token = default)
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{
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// Get the API key:
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var requestedSecret = await RUST_SERVICE.GetAPIKey(this, SecretStoreType.LLM_PROVIDER, isTrying: true);
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// Prepare the system prompt:
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var systemPrompt = new TextMessage
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{
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Role = "system",
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Content = chatThread.PrepareSystemPrompt(settingsManager),
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};
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// Parse the API parameters:
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var apiParameters = this.ParseAdditionalApiParameters();
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await foreach (var content in this.StreamOpenAICompatibleChatCompletion<ChatCompletionAPIRequest, ChatCompletionDeltaStreamLine, ChatCompletionAnnotationStreamLine>(
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"self-hosted provider",
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chatModel,
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chatThread,
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settingsManager,
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async (systemPrompt, apiParameters) =>
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{
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// Build the list of messages. The image format depends on the host:
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// - Ollama uses the direct image URL format: { "type": "image_url", "image_url": "data:..." }
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// - LM Studio, vLLM, and llama.cpp use the nested image URL format: { "type": "image_url", "image_url": { "url": "data:..." } }
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var messages = host switch
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{
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Host.OLLAMA => await chatThread.Blocks.BuildMessagesUsingDirectImageUrlAsync(this.Provider, chatModel),
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_ => await chatThread.Blocks.BuildMessagesUsingNestedImageUrlAsync(this.Provider, chatModel),
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};
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// Build the list of messages. The image format depends on the host:
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// - Ollama uses the direct image URL format: { "type": "image_url", "image_url": "data:..." }
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// - LM Studio, vLLM, and llama.cpp use the nested image URL format: { "type": "image_url", "image_url": { "url": "data:..." } }
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var messages = host switch
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{
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Host.OLLAMA => await chatThread.Blocks.BuildMessagesUsingDirectImageUrlAsync(this.Provider, chatModel),
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_ => await chatThread.Blocks.BuildMessagesUsingNestedImageUrlAsync(this.Provider, chatModel),
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};
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// Prepare the OpenAI HTTP chat request:
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var providerChatRequest = JsonSerializer.Serialize(new ChatRequest
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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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AdditionalApiParameters = apiParameters
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}, JSON_SERIALIZER_OPTIONS);
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return new ChatCompletionAPIRequest
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{
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Model = chatModel.Id,
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async Task<HttpRequestMessage> RequestBuilder()
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{
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// Build the HTTP post request:
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var request = new HttpRequestMessage(HttpMethod.Post, host.ChatURL());
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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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// Set the authorization header:
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if (requestedSecret.Success)
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request.Headers.Authorization = new AuthenticationHeaderValue("Bearer", await requestedSecret.Secret.Decrypt(ENCRYPTION));
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// Set the content:
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request.Content = new StringContent(providerChatRequest, Encoding.UTF8, "application/json");
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return request;
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}
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await foreach (var content in this.StreamChatCompletionInternal<ChatCompletionDeltaStreamLine, ChatCompletionAnnotationStreamLine>("self-hosted provider", RequestBuilder, token))
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// Right now, we only support streaming completions:
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Stream = true,
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AdditionalApiParameters = apiParameters
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};
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},
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isTryingSecret: true,
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requestPath: host.ChatURL(),
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token: token))
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yield return content;
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}
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@@ -211,4 +190,4 @@ public sealed class ProviderSelfHosted(Host host, string hostname) : BaseProvide
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filterPhrases.All( filter => model.Id.Contains(filter, StringComparison.InvariantCulture)))
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.Select(n => new Provider.Model(n.Id, null));
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}
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}
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}
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