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Add Semantic Kernel sample projects from build 2024 (#69)
* Add hello semantic-keren project * Add Chat history project * Add Adding Plugins (Function Calls) * Add plugins(Being search) * clean name * Add injecting servies sample project * Add Inject kerenel To WebApp. * Rename and clean project folders * Fix spelling/naming of project * Being -> Bing for API Key * Separate out the introduction of logging and cleaned up some naming * Update naming for 06 and 07 projects. * Update README.md Review update * Update Program.cs Review fix * review fix * Clean * disbaled warning from project * Update readme to have links into youtube * Fix ordering of projects to match video. * Update github links * Try escaping parenthesis * Try dashes * Try encoding urls * Check-in initial navigation and readme structure * update readme * clean markdown syntax * update readme of each project * Move docs to docs folder instead of the individual projects. * Update exercise files * clean 5 to 7 * Clean links * Clean formatting * Clean grammer and spellings * Build based on priviuse project * Prerequisites of OpenAI * Clean * clean some inconsistency * Review fixes * clean * Add readme * Add comment about redaction service. * Update README.md * update doc * Add some more docs * Update README.md Co-authored-by: Jordan Matthiesen <[email protected]> * Update README.md Co-authored-by: Jordan Matthiesen <[email protected]> * Update src/build-2024/docs/Exercise/04 Add Logging.md Co-authored-by: Jordan Matthiesen <[email protected]> * Update src/build-2024/docs/Exercise/05 Add Plugin (Bing Search).md Co-authored-by: Jordan Matthiesen <[email protected]> * Update src/build-2024/docs/Exercise/06 Modifying Kernel Behavior with Dependency Injection.md Co-authored-by: Jordan Matthiesen <[email protected]> * Update src/build-2024/docs/Exercise/07 Using Semantic Kernel in WebApp.md Co-authored-by: Jordan Matthiesen <[email protected]> * Update src/build-2024/docs/Exercise/06 Modifying Kernel Behavior with Dependency Injection.md Co-authored-by: Jordan Matthiesen <[email protected]> * update version * Clean concept notes * Update src/build-2024/docs/Exercise/01 Hello Semantic Kernel.md Co-authored-by: Jordan Matthiesen <[email protected]> * Update src/build-2024/docs/Exercise/01 Hello Semantic Kernel.md Co-authored-by: Jordan Matthiesen <[email protected]> * Update src/build-2024/docs/Exercise/04 Add Logging.md Co-authored-by: Jordan Matthiesen <[email protected]> * Update src/build-2024/docs/Exercise/01 Hello Semantic Kernel.md Co-authored-by: Jordan Matthiesen <[email protected]> * Update src/build-2024/docs/Exercise/02 Add Chat History.md Co-authored-by: Jordan Matthiesen <[email protected]> * Update src/build-2024/docs/Exercise/03 Add Plugin (Function Call).md Co-authored-by: Jordan Matthiesen <[email protected]> * Update src/build-2024/docs/Exercise/03 Add Plugin (Function Call).md Co-authored-by: Jordan Matthiesen <[email protected]> * Update src/build-2024/docs/Exercise/02 Add Chat History.md Co-authored-by: Jordan Matthiesen <[email protected]> --------- Co-authored-by: Jake Radzikowski <[email protected]> Co-authored-by: Jordan Matthiesen <[email protected]>
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src/build-2024/01 - Hello Semantic Kernel/01 - Hello Semantic Kernel.csproj
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| <Project Sdk="Microsoft.NET.Sdk"> | ||
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| <PropertyGroup> | ||
| <OutputType>Exe</OutputType> | ||
| <TargetFramework>net8.0</TargetFramework> | ||
| <ImplicitUsings>enable</ImplicitUsings> | ||
| </PropertyGroup> | ||
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| <ItemGroup> | ||
| <PackageReference Include="Microsoft.SemanticKernel" Version="1.15.0" /> | ||
| </ItemGroup> | ||
| </Project> |
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| using Microsoft.SemanticKernel; | ||
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| var openAIChatCompletionModelName = "gpt-3.5-turbo"; // this could be other models like "gpt-4o". | ||
| var kernel = Kernel.CreateBuilder() | ||
| .AddOpenAIChatCompletion(openAIChatCompletionModelName, Environment.GetEnvironmentVariable("OPENAI_API_KEY")) // add the OpenAI chat completion service. | ||
| .Build(); | ||
|
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| // Basic chat | ||
| // This is zero memory or stateless chat. The AI will not remember anything from the previous messages. | ||
| while (true) | ||
| { | ||
| Console.Write("Q: "); | ||
| Console.WriteLine(await kernel.InvokePromptAsync(Console.ReadLine()!)); | ||
| } |
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| # Hello semantic kernel | ||
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| A complete documentation for this project is [here](../docs/Exercise/01%20Hello%20Semantic%20Kernel.md) |
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src/build-2024/02 - Add Chat History/02 - Add Chat History.csproj
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| <Project Sdk="Microsoft.NET.Sdk"> | ||
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| <PropertyGroup> | ||
| <OutputType>Exe</OutputType> | ||
| <TargetFramework>net8.0</TargetFramework> | ||
| <ImplicitUsings>enable</ImplicitUsings> | ||
| </PropertyGroup> | ||
| <ItemGroup> | ||
| <PackageReference Include="Microsoft.SemanticKernel" Version="1.15.0" /> | ||
| </ItemGroup> | ||
| </Project> |
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| using Microsoft.SemanticKernel; | ||
| using Microsoft.SemanticKernel.ChatCompletion; | ||
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| var openAIChatCompletionModelName = "gpt-3.5-turbo"; // this could be other models like "gpt-4o". | ||
| var kernel = Kernel.CreateBuilder() | ||
| .AddOpenAIChatCompletion(openAIChatCompletionModelName, Environment.GetEnvironmentVariable("OPENAI_API_KEY")) // add the OpenAI chat completion service. | ||
| .Build(); | ||
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| var chatService = kernel.GetRequiredService<IChatCompletionService>(); | ||
| ChatHistory chatHistory = []; | ||
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| // Basic chat | ||
| while (true) | ||
| { | ||
| Console.Write("Q: "); | ||
| chatHistory.AddUserMessage(Console.ReadLine()); // Add user message to chat history. | ||
| var response = await chatService.GetChatMessageContentAsync(chatHistory); // Get chat response based on chat history. | ||
| Console.WriteLine(response); // Print response. | ||
| chatHistory.Add(response); // Add chat response to chat history | ||
| } |
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| # Add Chat History | ||
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| A complete documentation for this project is [here](../docs/Exercise/02%20Add%20Chat%20History.md) |
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src/build-2024/03 - Add Plugin (Function Call)/03 - Add Plugin (Function Call).csproj
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| <Project Sdk="Microsoft.NET.Sdk"> | ||
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| <PropertyGroup> | ||
| <OutputType>Exe</OutputType> | ||
| <TargetFramework>net8.0</TargetFramework> | ||
| <ImplicitUsings>enable</ImplicitUsings> | ||
| </PropertyGroup> | ||
|
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| <ItemGroup> | ||
| <PackageReference Include="Microsoft.SemanticKernel" Version="1.15.0" /> | ||
| </ItemGroup> | ||
| </Project> |
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| using Microsoft.SemanticKernel; | ||
| using Microsoft.SemanticKernel.ChatCompletion; | ||
| using Microsoft.SemanticKernel.Connectors.OpenAI; | ||
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| var openAIChatCompletionModelName = "gpt-3.5-turbo"; // this could be other models like "gpt-4o". | ||
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| var kernel = Kernel.CreateBuilder() | ||
| .AddOpenAIChatCompletion(openAIChatCompletionModelName, Environment.GetEnvironmentVariable("OPENAI_API_KEY")) // add the OpenAI chat completion service. | ||
| .Build(); | ||
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| // Import the DemographicInfo class to the kernel, so it can be used in the chat completion service. | ||
| // this plugin could be from other options such as functions, prompts directory, etc. | ||
| kernel.ImportPluginFromType<DemographicInfo>(); | ||
| var settings = new OpenAIPromptExecutionSettings() { ToolCallBehavior = ToolCallBehavior.AutoInvokeKernelFunctions };// Set the settings for the chat completion service. | ||
| var chatService = kernel.GetRequiredService<IChatCompletionService>(); | ||
| ChatHistory chatHistory = []; | ||
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| // Basic chat | ||
| while (true) | ||
| { | ||
| Console.Write("Q: "); | ||
| chatHistory.AddUserMessage(Console.ReadLine());// Add user message to chat history, then it can be use to get more context for the next chat response | ||
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| var response = await chatService.GetChatMessageContentAsync(chatHistory, settings, kernel);// Get chat response based on chat history | ||
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| Console.WriteLine(response); | ||
| chatHistory.Add(response);// Add chat response to chat history, hence it can be use to get more context for the next chat response | ||
| } | ||
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| class DemographicInfo | ||
| { | ||
| [KernelFunction] | ||
| public int GetAge(string name) | ||
| { | ||
| return name switch | ||
| { | ||
| "Alice" => 25, | ||
| "Bob" => 30, | ||
| _ => 0 | ||
| }; | ||
| } | ||
| } |
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| # Add Plugin (Function Call) | ||
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| A complete documentation for this project is [here](../docs/Exercise/03%20Add%20Plugin%20(Function%20Call).md) |
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| <Project Sdk="Microsoft.NET.Sdk"> | ||
|
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| <PropertyGroup> | ||
| <OutputType>Exe</OutputType> | ||
| <TargetFramework>net8.0</TargetFramework> | ||
| <ImplicitUsings>enable</ImplicitUsings> | ||
| </PropertyGroup> | ||
| <ItemGroup> | ||
| <PackageReference Include="Microsoft.Extensions.Logging" Version="9.0.0-preview.4.24266.19" /> | ||
| <PackageReference Include="Microsoft.Extensions.Logging.Console" Version="9.0.0-preview.4.24266.19" /> | ||
| <PackageReference Include="Microsoft.SemanticKernel" Version="1.15.0" /> | ||
| </ItemGroup> | ||
| </Project> |
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| using Microsoft.Extensions.DependencyInjection; | ||
| using Microsoft.Extensions.Logging; | ||
| using Microsoft.SemanticKernel; | ||
| using Microsoft.SemanticKernel.ChatCompletion; | ||
|
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| var openAIChatCompletionModelName = "gpt-3.5-turbo"; // this could be other models like "gpt-4o". | ||
|
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| var builder = Kernel.CreateBuilder(); | ||
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| // Add logging services to the builder | ||
| builder.Services.AddLogging(b => b.AddConsole().SetMinimumLevel(LogLevel.Trace)); | ||
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| var kernel = builder | ||
| .AddOpenAIChatCompletion(openAIChatCompletionModelName, Environment.GetEnvironmentVariable("OPENAI_API_KEY")) // add the OpenAI chat completion service. | ||
| .Build(); | ||
|
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| var chatService = kernel.GetRequiredService<IChatCompletionService>(); | ||
| ChatHistory chatHistory = []; | ||
|
|
||
| // Basic chat | ||
| while (true) | ||
| { | ||
| Console.Write("Q: "); | ||
| chatHistory.AddUserMessage(Console.ReadLine());// Add user message to chat history, then it can be use to get more context for the next chat response | ||
|
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| var response = await chatService.GetChatMessageContentAsync(chatHistory);// Get chat response based on chat history | ||
|
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| Console.WriteLine(response); | ||
| chatHistory.Add(response);// Add chat response to chat history, hence it can be use to get more context for the next chat response | ||
| } |
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| # Add Logging | ||
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| A complete documentation for this project is [here](../docs/Exercise/04%20Add%20Logging.md) |
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src/build-2024/05 - Add Plugin (Bing Search)/05 - Add Plugin (Bing Search).csproj
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| <Project Sdk="Microsoft.NET.Sdk"> | ||
|
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| <PropertyGroup> | ||
| <OutputType>Exe</OutputType> | ||
| <TargetFramework>net8.0</TargetFramework> | ||
| <ImplicitUsings>enable</ImplicitUsings> | ||
| <NoWarn>SKEXP0050</NoWarn> | ||
| </PropertyGroup> | ||
|
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| <ItemGroup> | ||
| <PackageReference Include="Microsoft.Extensions.Logging" Version="9.0.0-preview.4.24266.19" /> | ||
| <PackageReference Include="Microsoft.Extensions.Logging.Console" Version="9.0.0-preview.4.24266.19" /> | ||
| <PackageReference Include="Microsoft.SemanticKernel" Version="1.15.0" /> | ||
| <PackageReference Include="Microsoft.SemanticKernel.Plugins.Web" Version="1.14.1-alpha" /> | ||
| </ItemGroup> | ||
|
|
||
| </Project> |
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| using Microsoft.Extensions.DependencyInjection; | ||
| using Microsoft.Extensions.Logging; | ||
| using Microsoft.SemanticKernel; | ||
| using Microsoft.SemanticKernel.ChatCompletion; | ||
| using Microsoft.SemanticKernel.Connectors.OpenAI; | ||
| using Microsoft.SemanticKernel.Plugins.Web; | ||
| using Microsoft.SemanticKernel.Plugins.Web.Bing; | ||
|
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| var openAIChatCompletionModelName = "gpt-3.5-turbo"; // this could be other models like "gpt-4o". | ||
|
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| var builder = Kernel.CreateBuilder(); | ||
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| // Add logging services to the builder | ||
| builder.Services.AddLogging(b => b.AddConsole().SetMinimumLevel(LogLevel.Trace)); | ||
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| var kernel = builder | ||
| .AddOpenAIChatCompletion(openAIChatCompletionModelName, Environment.GetEnvironmentVariable("OPENAI_API_KEY")) // add the OpenAI chat completion service. | ||
| .Build(); | ||
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| kernel.ImportPluginFromObject(new WebSearchEnginePlugin( | ||
| new BingConnector(Environment.GetEnvironmentVariable("BING_API_KEY")))); | ||
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| var settings = new OpenAIPromptExecutionSettings() { ToolCallBehavior = ToolCallBehavior.AutoInvokeKernelFunctions };// Set the settings for the chat completion service. | ||
| var chatService = kernel.GetRequiredService<IChatCompletionService>(); | ||
| ChatHistory chatHistory = []; | ||
|
|
||
| // Basic chat | ||
| while (true) | ||
| { | ||
| Console.Write("Q: "); | ||
| chatHistory.AddUserMessage(Console.ReadLine());// Add user message to chat history, then it can be use to get more context for the next chat response | ||
|
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| var response = await chatService.GetChatMessageContentAsync(chatHistory, settings, kernel);// Get chat response based on chat history | ||
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| Console.WriteLine(response); | ||
| chatHistory.Add(response);// Add chat response to chat history, hence it can be use to get more context for the next chat response | ||
| } |
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| Original file line number | Diff line number | Diff line change |
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| # Add Plugin (Bing Search) | ||
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| A complete documentation for this project is [here](../docs/Exercise/05%20Add%20Plugin%20(Bing%20Search).md) |
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20
...with Dependency Injection/06 - Modifying Kernel Behavior with Dependency Injection.csproj
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| Original file line number | Diff line number | Diff line change |
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| <Project Sdk="Microsoft.NET.Sdk"> | ||
|
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| <PropertyGroup> | ||
| <OutputType>Exe</OutputType> | ||
| <TargetFramework>net8.0</TargetFramework> | ||
| <ImplicitUsings>enable</ImplicitUsings> | ||
| <NoWarn>SKEXP0001,SKEXP0050</NoWarn> | ||
| </PropertyGroup> | ||
|
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| <ItemGroup> | ||
| <PackageReference Include="Microsoft.Extensions.Compliance.Redaction" Version="9.0.0-preview.4.24271.2" /> | ||
| <PackageReference Include="Microsoft.Extensions.Http" Version="9.0.0-preview.4.24266.19" /> | ||
| <PackageReference Include="Microsoft.Extensions.Http.Resilience" Version="9.0.0-preview.4.24271.2" /> | ||
| <PackageReference Include="Microsoft.Extensions.Logging" Version="9.0.0-preview.4.24266.19" /> | ||
| <PackageReference Include="Microsoft.Extensions.Logging.Console" Version="9.0.0-preview.4.24266.19" /> | ||
| <PackageReference Include="Microsoft.SemanticKernel" Version="1.15.0" /> | ||
| <PackageReference Include="Microsoft.SemanticKernel.Plugins.Web" Version="1.14.1-alpha" /> | ||
| </ItemGroup> | ||
|
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| </Project> |
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src/build-2024/06 - Modifying Kernel Behavior with Dependency Injection/Program.cs
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,64 @@ | ||
| using Microsoft.Extensions.DependencyInjection; | ||
| using Microsoft.Extensions.Logging; | ||
| using Microsoft.Extensions.Http; | ||
| using Microsoft.SemanticKernel; | ||
| using Microsoft.SemanticKernel.ChatCompletion; | ||
| using Microsoft.SemanticKernel.Connectors.OpenAI; | ||
| using Microsoft.SemanticKernel.Plugins.Web.Bing; | ||
|
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| var openAIChatCompletionModelName = "gpt-3.5-turbo"; // this could be other models like "gpt-4o". | ||
|
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| var builder = Kernel.CreateBuilder(); | ||
|
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| // injecting services to the kernel such as logging, http client, redaction. | ||
| builder.Services.AddLogging(b => b.AddConsole().SetMinimumLevel(LogLevel.Trace)); | ||
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| builder.Services.ConfigureHttpClientDefaults(b => | ||
| { | ||
| b.AddStandardResilienceHandler(); | ||
| b.RedactLoggedHeaders(["Authorization"]); | ||
| }); | ||
| builder.Services.AddRedaction();// Adds the redaction service, which will redact sensitive information from logs and other outputs. | ||
|
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| // injecting the permission filter to the kernel. | ||
| builder.Services.AddSingleton<IFunctionInvocationFilter, PermissionFilter>(); | ||
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| var kernel = builder | ||
| .AddOpenAIChatCompletion(openAIChatCompletionModelName, Environment.GetEnvironmentVariable("OPENAI_API_KEY")) // add the OpenAI chat completion service. | ||
| .Build(); | ||
|
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| kernel.ImportPluginFromObject(new Microsoft.SemanticKernel.Plugins.Web.WebSearchEnginePlugin( | ||
| new BingConnector(Environment.GetEnvironmentVariable("BING_API_KEY")))); | ||
|
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| var settings = new OpenAIPromptExecutionSettings() { ToolCallBehavior = ToolCallBehavior.AutoInvokeKernelFunctions };// Set the settings for the chat completion service. | ||
| var chatService = kernel.GetRequiredService<IChatCompletionService>(); | ||
| ChatHistory chatHistory = []; | ||
|
|
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| // Basic chat | ||
| while (true) | ||
| { | ||
| Console.Write("Q: "); | ||
| chatHistory.AddUserMessage(Console.ReadLine());// Add user message to chat history, then it can be use to get more context for the next chat response | ||
|
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| var response = await chatService.GetChatMessageContentAsync(chatHistory, settings, kernel);// Get chat response based on chat history | ||
|
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| Console.WriteLine(response); | ||
| chatHistory.Add(response);// Add chat response to chat history, hence it can be use to get more context for the next chat response | ||
| } | ||
|
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| class PermissionFilter : IFunctionInvocationFilter | ||
| { | ||
| public async Task OnFunctionInvocationAsync(FunctionInvocationContext context, Func<FunctionInvocationContext, Task> next) | ||
| { | ||
| Console.WriteLine($"Allow {context.Function.Name}?"); | ||
| if (Console.ReadLine() == "y") | ||
| { | ||
| await next(context); | ||
| } | ||
| else | ||
| { | ||
| throw new Exception("Permission denied"); | ||
| } | ||
|
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| } | ||
| } |
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src/build-2024/06 - Modifying Kernel Behavior with Dependency Injection/README.md
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| # Modifying Kernel Behavior with Dependency Injection | ||
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| A complete documentation for this project is [here](../docs/Exercise/06%20Modifying%20Kernel%20Behavior%20with%20Dependency%20Injection.md) |
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...ild-2024/07 - Using Semantic Kernel in WebApp/07 - Using Semantic Kernel in WebApp.csproj
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| @@ -0,0 +1,15 @@ | ||
| <Project Sdk="Microsoft.NET.Sdk.Web"> | ||
|
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| <PropertyGroup> | ||
| <TargetFramework>net8.0</TargetFramework> | ||
| <ImplicitUsings>enable</ImplicitUsings> | ||
| <RootNamespace>_07___Using_Semantic_Kerenel_in_WebApp</RootNamespace> | ||
| <NoWarn>CS0618</NoWarn> | ||
| </PropertyGroup> | ||
|
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| <ItemGroup> | ||
| <PackageReference Include="Swashbuckle.AspNetCore" Version="6.4.0" /> | ||
| <PackageReference Include="Microsoft.SemanticKernel" Version="1.15.0" /> | ||
| </ItemGroup> | ||
|
|
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| </Project> |
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...build-2024/07 - Using Semantic Kernel in WebApp/07 - Using Semantic Kernel in WebApp.http
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| @_07___Using_Semantic_Kerenel_in_WebApp_HostAddress = http://localhost:5052 | ||
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| GET {{_07___Using_Semantic_Kerenel_in_WebApp_HostAddress}}/weatherforecast/ | ||
| Accept: application/json | ||
|
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| ### |
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