CSharp: ImageToText using Microsoft.SemanticKernel

 

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using Microsoft.SemanticKernel.ImageToText; using Microsoft.SemanticKernel; using Microsoft.SemanticKernel.Connectors.OpenAI; using Microsoft.SemanticKernel.Connectors.HuggingFace; //using Microsoft.SemanticKernel.Orchestration; using Microsoft.SemanticKernel.Connectors; using Microsoft.SemanticKernel.Experimental.Orchestration; using System.Text;       namespace SemanticConsoleApp {     #pragma warning disable SKEXP0001 // Type is for evaluation purposes only and is subject to change or removal in future updates. #pragma warning disable SKEXP0070 // Type is for evaluation purposes only and is subject to change or removal in future updates.     /// <summary>     ///     /// </summary>     public partial class Program     {            // private readonly IImageToTextService service;         /// <summary>         ///         /// </summary>         /// <param name="args"></param>         static void Main(string[] args)         {             Console.WriteLine("Hello,CSharp World!");             var builder = Kernel.CreateBuilder();             builder.AddAzureOpenAIChatCompletion("gpt-35-turbo", "https://contoso.openai.azure.com/", "...your Azure OpenAI Key...");             var kernel = builder.Build();            // IImageToTextService service=kernel.GetRequiredService<IImageToTextService>();                 // var kernel = Kernel.CreateBuilder().AddHuggingFaceImageToText("Salesforce/blip-image-captioning-base").Build();             IImageToTextService service = kernel.GetRequiredService<IImageToTextService>();                           var imageBinary = File.ReadAllBytes(Path.Combine(AppDomain.CurrentDomain.BaseDirectory, "demo.jpg"));             var imageContent = new ImageContent(imageBinary) { MimeType = "image/jpeg" };             //var textContent = await service.GetTextContentAsync(imageContent);             var textContent = service.GetTextContentAsync(imageContent);             Console.WriteLine($"已识别图片中描述的内容: {textContent.Result}");              //   var builder = Kernel.CreateBuilder();          //   builder.AddAzureOpenAIChatCompletion(          //"gpt-35-turbo",                      // Azure OpenAI Deployment Name          //"https://contoso.openai.azure.com/", // Azure OpenAI Endpoint          //"...your Azure OpenAI Key...");      // Azure OpenAI Key            //   var kernel = builder.Build();                   //2             ////# 初始化Kernel              // var myKernel = Kernel.CreateBuilder();// Kernel.Builder.Build();               //myKernel.Config.AddAzureOpenAITextCompletionService(             //    "davinci-azure",             //    "text-davinci-003",             //    "{your azure openai endpoint}",             //    "{your azure openai key}");             ////# 导入技能             //var mySkill = myKernel.ImportSemanticSkillFromDirectory("Skills", "Learning");             //var myContext = new ContextVariables();             //StringBuilder histories = new StringBuilder();             //Console.WriteLine("Say anything to start practicing English.");             //while (true)             //{             //    Console.ForegroundColor = ConsoleColor.DarkRed;             //    var input = Console.ReadLine();             //    //# 填充变量             //    myContext.Set("history", histories.ToString());             //    myContext.Set("input", input);             //    //# 运行技能             //    var myResult = await myKernel.RunAsync(myContext, mySkill["LearningEnglishSkill"]);             //    histories.AppendLine(input);             //    histories.AppendLine(myResult.Result.ToString());             //    Console.WriteLine(myResult);             //}               }     } }

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