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67 lines
2.3 KiB
C#
67 lines
2.3 KiB
C#
// Copyright (c) Microsoft Corporation. All rights reserved.
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// Example15_GPT4V_BinaryDataImageMessage.cs
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using AutoGen.Core;
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using AutoGen.OpenAI;
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using AutoGen.OpenAI.Extension;
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namespace AutoGen.BasicSample;
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/// <summary>
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/// This example shows usage of ImageMessage. The image is loaded as BinaryData and sent to GPT-4V
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/// <br>
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/// <br>
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/// Add additional images to the ImageResources to load and send more images to GPT-4V
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/// </summary>
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public static class Example15_GPT4V_BinaryDataImageMessage
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{
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private static readonly string ImageResourcePath = Path.Combine(AppDomain.CurrentDomain.BaseDirectory, "resource", "images");
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private static Dictionary<string, string> _mediaTypeMappings = new()
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{
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{ ".png", "image/png" },
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{ ".jpeg", "image/jpeg" },
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{ ".jpg", "image/jpeg" },
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{ ".gif", "image/gif" },
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{ ".webp", "image/webp" }
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};
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public static async Task RunAsync()
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{
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var gpt4o = LLMConfiguration.GetOpenAIGPT4o_mini();
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var visionAgent = new OpenAIChatAgent(
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chatClient: gpt4o,
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name: "gpt",
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systemMessage: "You are a helpful AI assistant",
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temperature: 0)
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.RegisterMessageConnector()
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.RegisterPrintMessage();
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List<IMessage> messages =
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[new TextMessage(Role.User, "What is this image?", from: "user")];
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AddMessagesFromResource(ImageResourcePath, messages);
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var multiModalMessage = new MultiModalMessage(Role.User, messages, from: "user");
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var response = await visionAgent.SendAsync(multiModalMessage);
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}
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private static void AddMessagesFromResource(string imageResourcePath, List<IMessage> messages)
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{
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foreach (string file in Directory.GetFiles(imageResourcePath))
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{
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if (!_mediaTypeMappings.TryGetValue(Path.GetExtension(file).ToLowerInvariant(), out var mediaType))
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{
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continue;
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}
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using var fs = new FileStream(file, FileMode.Open, FileAccess.Read);
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var ms = new MemoryStream();
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fs.CopyTo(ms);
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ms.Seek(0, SeekOrigin.Begin);
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var imageData = BinaryData.FromStream(ms, mediaType);
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messages.Add(new ImageMessage(Role.Assistant, imageData, from: "user"));
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}
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}
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}
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