using OpenAI.Images; namespace BotSharp.Plugin.OpenAI.Providers.Image; public partial class ImageCompletionProvider { public async Task GetImageVariation(Agent agent, RoleDialogModel message, Stream image, string imageFileName) { var client = ProviderHelper.GetClient(Provider, _model, _services); var (imageCount, options) = PrepareOptions(); var imageClient = client.GetImageClient(_model); var response = imageClient.GenerateImageVariations(image, imageFileName, imageCount, options); var values = response.Value; var generatedImages = new List(); foreach (var value in values) { if (value == null) continue; var generatedImage = new ImageGeneration { Description = value?.RevisedPrompt ?? string.Empty }; if (options.ResponseFormat == GeneratedImageFormat.Uri) { generatedImage.ImageUrl = value?.ImageUri?.AbsoluteUri ?? string.Empty; } else if (options.ResponseFormat == GeneratedImageFormat.Bytes) { var base64Str = string.Empty; var bytes = value?.ImageBytes?.ToArray(); if (!bytes.IsNullOrEmpty()) { base64Str = Convert.ToBase64String(bytes); } generatedImage.ImageData = base64Str; } generatedImages.Add(generatedImage); } var content = string.Join("\r\n", generatedImages.Where(x => !string.IsNullOrWhiteSpace(x.Description)).Select(x => x.Description)); var responseMessage = new RoleDialogModel(AgentRole.Assistant, content) { CurrentAgentId = agent.Id, MessageId = message?.MessageId ?? string.Empty, GeneratedImages = generatedImages }; return await Task.FromResult(responseMessage); } private (int, ImageVariationOptions) PrepareOptions() { var state = _services.GetRequiredService(); var size = GetImageSize(state.GetState("image_size")); var format = GetImageFormat(state.GetState("image_format")); var count = GetImageCount(state.GetState("image_count", "1")); var options = new ImageVariationOptions { Size = size, ResponseFormat = format }; return (count, options); } }