-
Notifications
You must be signed in to change notification settings - Fork 3.4k
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Merge branch 'main' into feature-aot
- Loading branch information
Showing
49 changed files
with
1,956 additions
and
464 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
184 changes: 184 additions & 0 deletions
184
dotnet/samples/Concepts/TextToImage/OpenAI_TextToImage.cs
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,184 @@ | ||
| // Copyright (c) Microsoft. All rights reserved. | ||
|
|
||
| using Microsoft.Extensions.DependencyInjection; | ||
| using Microsoft.Extensions.Http.Resilience; | ||
| using Microsoft.SemanticKernel; | ||
| using Microsoft.SemanticKernel.ChatCompletion; | ||
| using Microsoft.SemanticKernel.Connectors.OpenAI; | ||
| using Microsoft.SemanticKernel.TextToImage; | ||
|
|
||
| namespace TextToImage; | ||
|
|
||
| // The following example shows how to use Semantic Kernel with OpenAI DALL-E 2 to create images | ||
| public class OpenAI_TextToImage(ITestOutputHelper output) : BaseTest(output) | ||
| { | ||
| [Fact] | ||
| public async Task OpenAIDallE2Async() | ||
| { | ||
| Console.WriteLine("======== OpenAI DALL-E 2 Text To Image ========"); | ||
|
|
||
| Kernel kernel = Kernel.CreateBuilder() | ||
| .AddOpenAITextToImage(TestConfiguration.OpenAI.ApiKey) // Add your text to image service | ||
| .AddOpenAIChatCompletion(TestConfiguration.OpenAI.ChatModelId, TestConfiguration.OpenAI.ApiKey) // Add your chat completion service | ||
| .Build(); | ||
|
|
||
| ITextToImageService dallE = kernel.GetRequiredService<ITextToImageService>(); | ||
|
|
||
| var imageDescription = "A cute baby sea otter"; | ||
| var images = await dallE.GetImageContentsAsync(imageDescription, new OpenAITextToImageExecutionSettings { Size = (256, 256) }); | ||
| var image = images[0].Uri!.ToString(); | ||
| Console.WriteLine(imageDescription); | ||
| Console.WriteLine("Image URL: " + image); | ||
|
|
||
| /* Output: | ||
| A cute baby sea otter | ||
| Image URL: https://oaidalleapiprodscus.blob.core.windows.net/private/.... | ||
| */ | ||
|
|
||
| Console.WriteLine("======== Chat with images ========"); | ||
|
|
||
| var chatGPT = kernel.GetRequiredService<IChatCompletionService>(); | ||
| var chatHistory = new ChatHistory( | ||
| "You're chatting with a user. Instead of replying directly to the user" + | ||
| " provide the description of an image that expresses what you want to say." + | ||
| " The user won't see your message, they will see only the image. The system " + | ||
| " generates an image using your description, so it's important you describe the image with details."); | ||
|
|
||
| var msg = "Hi, I'm from Tokyo, where are you from?"; | ||
| chatHistory.AddUserMessage(msg); | ||
| Console.WriteLine("User: " + msg); | ||
|
|
||
| var reply = await chatGPT.GetChatMessageContentAsync(chatHistory); | ||
| chatHistory.Add(reply); | ||
| images = await dallE.GetImageContentsAsync(reply.Content!, new OpenAITextToImageExecutionSettings { Size = (256, 256) }); | ||
| image = images[0].Uri!.ToString(); | ||
| Console.WriteLine("Bot: " + image); | ||
| Console.WriteLine("Img description: " + reply); | ||
|
|
||
| msg = "Oh, wow. Not sure where that is, could you provide more details?"; | ||
| chatHistory.AddUserMessage(msg); | ||
| Console.WriteLine("User: " + msg); | ||
|
|
||
| reply = await chatGPT.GetChatMessageContentAsync(chatHistory); | ||
| chatHistory.Add(reply); | ||
| images = await dallE.GetImageContentsAsync(reply.Content!, new OpenAITextToImageExecutionSettings { Size = (256, 256) }); | ||
| image = images[0].Uri!.ToString(); | ||
| Console.WriteLine("Bot: " + image); | ||
| Console.WriteLine("Img description: " + reply); | ||
|
|
||
| /* Output: | ||
| User: Hi, I'm from Tokyo, where are you from? | ||
| Bot: https://oaidalleapiprodscus.blob.core.windows.net/private/... | ||
| Img description: [An image of a globe with a pin dropped on a location in the middle of the ocean] | ||
| User: Oh, wow. Not sure where that is, could you provide more details? | ||
| Bot: https://oaidalleapiprodscus.blob.core.windows.net/private/... | ||
| Img description: [An image of a map zooming in on the pin location, revealing a small island with a palm tree on it] | ||
| */ | ||
| } | ||
|
|
||
| [Fact] | ||
| public async Task SimpleTextToImageExampleAsync() | ||
| { | ||
| var builder = Kernel.CreateBuilder() | ||
| .AddAzureOpenAITextToImage( // Add your text to image service | ||
| deploymentName: TestConfiguration.AzureOpenAI.ImageDeploymentName, | ||
| endpoint: TestConfiguration.AzureOpenAI.ImageEndpoint, | ||
| apiKey: TestConfiguration.AzureOpenAI.ImageApiKey, | ||
| modelId: TestConfiguration.AzureOpenAI.ImageModelId); | ||
|
|
||
| var kernel = builder.Build(); | ||
| var service = kernel.GetRequiredService<ITextToImageService>(); | ||
|
|
||
| var generatedImages = await service.GetImageContentsAsync(new TextContent("A cute baby sea otter"), new OpenAITextToImageExecutionSettings { Size = (Width: 1792, Height: 1024) }); | ||
|
|
||
| this.Output.WriteLine(generatedImages[0].Uri!.ToString()); | ||
| } | ||
|
|
||
| [Fact] | ||
| public async Task OpenAIDallE3Async() | ||
| { | ||
| Console.WriteLine("======== OpenAI DALL-E 3 Text To Image ========"); | ||
|
|
||
| var builder = Kernel.CreateBuilder() | ||
| .AddOpenAITextToImage( // Add your text to image service | ||
| modelId: "dall-e-3", | ||
| apiKey: TestConfiguration.OpenAI.ApiKey) //DALL-E 3 is only supported in this version | ||
| .AddOpenAIChatCompletion( // Add your chat completion service | ||
| modelId: TestConfiguration.OpenAI.ChatModelId, | ||
| apiKey: TestConfiguration.OpenAI.ApiKey); | ||
|
|
||
| builder.Services.ConfigureHttpClientDefaults(c => | ||
| { | ||
| // Use a standard resiliency policy, augmented to retry 5 times | ||
| c.AddStandardResilienceHandler().Configure(o => | ||
| { | ||
| o.Retry.MaxRetryAttempts = 5; | ||
| o.TotalRequestTimeout.Timeout = TimeSpan.FromSeconds(120); | ||
| }); | ||
| }); | ||
|
|
||
| var kernel = builder.Build(); | ||
|
|
||
| ITextToImageService dallE = kernel.GetRequiredService<ITextToImageService>(); | ||
| var imageDescription = "A cute baby sea otter"; | ||
| var images = await dallE.GetImageContentsAsync(imageDescription, new OpenAITextToImageExecutionSettings { Size = (1024, 1024) }); | ||
|
|
||
| Console.WriteLine(imageDescription); | ||
| Console.WriteLine("Image URL: " + images[0].Uri!); | ||
|
|
||
| /* Output: | ||
| A cute baby sea otter | ||
| Image URL: https://oaidalleapiprodscus.blob.core.windows.net/private/org-/.... | ||
| */ | ||
|
|
||
| Console.WriteLine("======== Chat with images ========"); | ||
|
|
||
| var chatGPT = kernel.GetRequiredService<IChatCompletionService>(); | ||
| var chatHistory = new ChatHistory( | ||
| "You're chatting with a user. Instead of replying directly to the user" + | ||
| " provide the description of an image that expresses what you want to say." + | ||
| " The user won't see your message, they will see only the image. The system " + | ||
| " generates an image using your description, so it's important you describe the image with details."); | ||
|
|
||
| var msg = "Hi, I'm from Tokyo, where are you from?"; | ||
| chatHistory.AddUserMessage(msg); | ||
| Console.WriteLine("User: " + msg); | ||
|
|
||
| var reply = await chatGPT.GetChatMessageContentAsync(chatHistory); | ||
| chatHistory.Add(reply); | ||
| images = await dallE.GetImageContentsAsync(reply.Content!, new OpenAITextToImageExecutionSettings { Size = (1024, 1024) }); | ||
| var image = images[0].Uri!.ToString(); | ||
| Console.WriteLine("Bot: " + image); | ||
| Console.WriteLine("Img description: " + reply); | ||
|
|
||
| msg = "Oh, wow. Not sure where that is, could you provide more details?"; | ||
| chatHistory.AddUserMessage(msg); | ||
| Console.WriteLine("User: " + msg); | ||
|
|
||
| reply = await chatGPT.GetChatMessageContentAsync(chatHistory); | ||
| chatHistory.Add(reply); | ||
| images = await dallE.GetImageContentsAsync(reply.Content!, new OpenAITextToImageExecutionSettings { Size = (1024, 1024) }); | ||
| image = images[0].Uri!.ToString(); | ||
| Console.WriteLine("Bot: " + image); | ||
| Console.WriteLine("Img description: " + reply); | ||
|
|
||
| /* Output: | ||
| User: Hi, I'm from Tokyo, where are you from? | ||
| Bot: https://dalleproduse.blob.core.windows.net/private/images/...... | ||
| Img description: [An image of a globe with a pin dropped on a location in the middle of the ocean] | ||
| User: Oh, wow. Not sure where that is, could you provide more details? | ||
| Bot: https://dalleproduse.blob.core.windows.net/private/images/...... | ||
| Img description: [An image of a map zooming in on the pin location, revealing a small island with a palm tree on it] | ||
| */ | ||
| } | ||
| } |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Oops, something went wrong.