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Merge branch 'master' of https://github.com/SciSharp/BotSharp

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This commit is contained in:
Haiping Chen 2023-11-13 10:47:29 -06:00
parent c21255979b 8e6b5deab7
commit 8378af8009
12 changed files with 543 additions and 0 deletions
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22
BotSharp.sln
View file

@ -63,6 +63,10 @@ Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "BotSharp.Plugin.MongoStorag
EndProject
Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "BotSharp.Plugin.GoogleAI", "src\Plugins\BotSharp.Plugin.GoogleAI\BotSharp.Plugin.GoogleAI.csproj", "{8BC29F8A-78D6-422C-B522-10687ADC38ED}"
EndProject
Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "BotSharp.Plugin.SemanticKernel", "src\Plugins\BotSharp.Plugin.SemanticKernel\BotSharp.Plugin.SemanticKernel.csproj", "{73EE2CD0-3B27-4F02-A67B-762CBDD740D0}"
EndProject
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "BotSharp.Plugin.SemanticKernel.UnitTests", "tests\BotSharp.Plugin.SemanticKernel.UnitTests\BotSharp.Plugin.SemanticKernel.UnitTests.csproj", "{BC57D428-A1A4-4D38-A2D0-AC6CA943F247}"
EndProject
Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "BotSharp.Plugin.Twilio", "src\Plugins\BotSharp.Plugin.Twilio\BotSharp.Plugin.Twilio.csproj", "{E627F1E3-BE03-443A-83A2-86A855A278EB}"
EndProject
Global
@ -225,6 +229,22 @@ Global
{8BC29F8A-78D6-422C-B522-10687ADC38ED}.Release|Any CPU.Build.0 = Release|Any CPU
{8BC29F8A-78D6-422C-B522-10687ADC38ED}.Release|x64.ActiveCfg = Release|Any CPU
{8BC29F8A-78D6-422C-B522-10687ADC38ED}.Release|x64.Build.0 = Release|Any CPU
{73EE2CD0-3B27-4F02-A67B-762CBDD740D0}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
{73EE2CD0-3B27-4F02-A67B-762CBDD740D0}.Debug|Any CPU.Build.0 = Debug|Any CPU
{73EE2CD0-3B27-4F02-A67B-762CBDD740D0}.Debug|x64.ActiveCfg = Debug|Any CPU
{73EE2CD0-3B27-4F02-A67B-762CBDD740D0}.Debug|x64.Build.0 = Debug|Any CPU
{73EE2CD0-3B27-4F02-A67B-762CBDD740D0}.Release|Any CPU.ActiveCfg = Release|Any CPU
{73EE2CD0-3B27-4F02-A67B-762CBDD740D0}.Release|Any CPU.Build.0 = Release|Any CPU
{73EE2CD0-3B27-4F02-A67B-762CBDD740D0}.Release|x64.ActiveCfg = Release|Any CPU
{73EE2CD0-3B27-4F02-A67B-762CBDD740D0}.Release|x64.Build.0 = Release|Any CPU
{BC57D428-A1A4-4D38-A2D0-AC6CA943F247}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
{BC57D428-A1A4-4D38-A2D0-AC6CA943F247}.Debug|Any CPU.Build.0 = Debug|Any CPU
{BC57D428-A1A4-4D38-A2D0-AC6CA943F247}.Debug|x64.ActiveCfg = Debug|Any CPU
{BC57D428-A1A4-4D38-A2D0-AC6CA943F247}.Debug|x64.Build.0 = Debug|Any CPU
{BC57D428-A1A4-4D38-A2D0-AC6CA943F247}.Release|Any CPU.ActiveCfg = Release|Any CPU
{BC57D428-A1A4-4D38-A2D0-AC6CA943F247}.Release|Any CPU.Build.0 = Release|Any CPU
{BC57D428-A1A4-4D38-A2D0-AC6CA943F247}.Release|x64.ActiveCfg = Release|Any CPU
{BC57D428-A1A4-4D38-A2D0-AC6CA943F247}.Release|x64.Build.0 = Release|Any CPU
{E627F1E3-BE03-443A-83A2-86A855A278EB}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
{E627F1E3-BE03-443A-83A2-86A855A278EB}.Debug|Any CPU.Build.0 = Debug|Any CPU
{E627F1E3-BE03-443A-83A2-86A855A278EB}.Debug|x64.ActiveCfg = Debug|Any CPU
@ -264,6 +284,8 @@ Global
{5CD330E1-9E5A-4112-8346-6E31CA98EF78} = {2635EC9B-2E5F-4313-AC21-0B847F31F36C}
{DB3DE37B-1208-4ED3-9615-A52AD0AAD69C} = {5CD330E1-9E5A-4112-8346-6E31CA98EF78}
{8BC29F8A-78D6-422C-B522-10687ADC38ED} = {D5293208-2BEF-42FC-A64C-5954F61720BA}
{73EE2CD0-3B27-4F02-A67B-762CBDD740D0} = {D5293208-2BEF-42FC-A64C-5954F61720BA}
{BC57D428-A1A4-4D38-A2D0-AC6CA943F247} = {32FAFFFE-A4CB-4FEE-BF7C-84518BBC6DCC}
{E627F1E3-BE03-443A-83A2-86A855A278EB} = {64264688-0F5C-4AB0-8F2B-B59B717CCE00}
EndGlobalSection
GlobalSection(ExtensibilityGlobals) = postSolution

25
src/Plugins/BotSharp.Plugin.SemanticKernel/BotSharp.Plugin.SemanticKernel.csproj Normal file
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@ -0,0 +1,25 @@
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<TargetFramework>netstandard2.1</TargetFramework>
<Nullable>enable</Nullable>
<LangVersion>$(LangVersion)</LangVersion>
<VersionPrefix>$(BotSharpVersion)</VersionPrefix>
<GeneratePackageOnBuild>$(GeneratePackageOnBuild)</GeneratePackageOnBuild>
<GenerateDocumentationFile>True</GenerateDocumentationFile>
</PropertyGroup>
<ItemGroup>
<PackageReference Include="Microsoft.SemanticKernel.Abstractions" Version="1.0.0-beta6" />
<PackageReference Include="Microsoft.VisualStudio.Validation" Version="17.6.11" />
</ItemGroup>
<ItemGroup>
<ProjectReference Include="..\..\Infrastructure\BotSharp.Abstraction\BotSharp.Abstraction.csproj" />
</ItemGroup>
<ItemGroup>
<InternalsVisibleTo Include="BotSharp.Plugin.SemanticKernel.UnitTests" />
</ItemGroup>
</Project>

112
src/Plugins/BotSharp.Plugin.SemanticKernel/SemanticKernelChatCompletionProvider.cs Normal file
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@ -0,0 +1,112 @@
using BotSharp.Abstraction.Agents;
using BotSharp.Abstraction.Agents.Enums;
using BotSharp.Abstraction.Agents.Models;
using BotSharp.Abstraction.Conversations;
using BotSharp.Abstraction.Conversations.Models;
using BotSharp.Abstraction.MLTasks;
using Microsoft.Extensions.DependencyInjection;
using Microsoft.SemanticKernel;
using System;
using System.Collections.Generic;
using System.Linq;
using System.Threading.Tasks;
namespace BotSharp.Plugin.SemanticKernel
{
/// <summary>
/// Use Semantic Kernel as chat completion provider
/// </summary>
public class SemanticKernelChatCompletionProvider : IChatCompletion
{
private IKernel _kernel;
private IServiceProvider _services;
private ITokenStatistics _tokenStatistics;
private string? _model = null;
/// <inheritdoc/>
public string Provider => "semantic-kernel";
/// <summary>
/// Create a new instance of <see cref="SemanticKernelChatCompletionProvider"/>
/// </summary>
/// <param name="kernel"></param>
/// <param name="services"></param>
/// <param name="tokenStatistics"></param>
public SemanticKernelChatCompletionProvider(IKernel kernel,
IServiceProvider services,
ITokenStatistics tokenStatistics)
{
this._kernel = kernel;
this._services = services;
this._tokenStatistics = tokenStatistics;
}
/// <inheritdoc/>
public RoleDialogModel GetChatCompletions(Agent agent, List<RoleDialogModel> conversations)
{
var hooks = _services.GetServices<IContentGeneratingHook>().ToList();
// Before chat completion hook
Task.WaitAll(hooks.Select(hook =>
hook.BeforeGenerating(agent, conversations)).ToArray());
var completion = _kernel.GetService<Microsoft.SemanticKernel.AI.ChatCompletion.IChatCompletion>(_model);
var agentService = _services.GetRequiredService<IAgentService>();
var instruction = agentService.RenderedInstruction(agent);
var chatHistory = completion.CreateNewChat(instruction);
foreach (var message in conversations)
{
if (message.Role == AgentRole.User)
{
chatHistory.AddUserMessage(message.Content);
}
else
{
chatHistory.AddAssistantMessage(message.Content);
}
}
var response = completion.GetChatCompletionsAsync(chatHistory)
.ContinueWith(async t =>
{
var result = await t;
var message = await result.First().GetChatMessageAsync();
return message.Content;
}).ConfigureAwait(false).GetAwaiter().GetResult()
.ConfigureAwait(false).GetAwaiter().GetResult();
var msg = new RoleDialogModel(AgentRole.Assistant, response)
{
CurrentAgentId = agent.Id
};
// After chat completion hook
Task.WaitAll(hooks.Select(hook =>
hook.AfterGenerated(msg, new TokenStatsModel
{
Model = _model ?? "default"
})).ToArray());
return msg;
}
/// <inheritdoc/>
public Task<bool> GetChatCompletionsAsync(Agent agent, List<RoleDialogModel> conversations, Func<RoleDialogModel, Task> onMessageReceived, Func<RoleDialogModel, Task> onFunctionExecuting)
{
throw new NotImplementedException();
}
/// <inheritdoc/>
public Task<bool> GetChatCompletionsStreamingAsync(Agent agent, List<RoleDialogModel> conversations, Func<RoleDialogModel, Task> onMessageReceived)
{
throw new NotImplementedException();
}
/// <inheritdoc/>
public void SetModelName(string model)
{
if (!string.IsNullOrWhiteSpace(model))
this._model = model;
}
}
}

19
src/Plugins/BotSharp.Plugin.SemanticKernel/SemanticKernelPlugin.cs Normal file
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@ -0,0 +1,19 @@
using BotSharp.Abstraction.MLTasks;
using BotSharp.Abstraction.Plugins;
using Microsoft.Extensions.Configuration;
using Microsoft.Extensions.DependencyInjection;
namespace BotSharp.Plugin.SemanticKernel
{
public class SemanticKernelPlugin : IBotSharpPlugin
{
public string Name => "Semantic Kernel";
public string Description => "Semantic Kernel Service";
public void RegisterDI(IServiceCollection services, IConfiguration config)
{
services.AddScoped<ITextCompletion, SemanticKernelTextCompletionProvider>();
services.AddScoped<IChatCompletion, SemanticKernelChatCompletionProvider>();
}
}
}

86
src/Plugins/BotSharp.Plugin.SemanticKernel/SemanticKernelTextCompletionProvider.cs Normal file
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@ -0,0 +1,86 @@
using BotSharp.Abstraction.Agents.Enums;
using BotSharp.Abstraction.Agents.Models;
using BotSharp.Abstraction.Conversations;
using BotSharp.Abstraction.Conversations.Models;
using BotSharp.Abstraction.MLTasks;
using Microsoft;
using Microsoft.Extensions.DependencyInjection;
using Microsoft.SemanticKernel;
using Microsoft.SemanticKernel.AI.TextCompletion;
using System;
using System.Collections.Generic;
using System.Linq;
using System.Threading.Tasks;
namespace BotSharp.Plugin.SemanticKernel
{
/// <summary>
/// User Semantic Kernel as text completion provider
/// </summary>
public class SemanticKernelTextCompletionProvider : Abstraction.MLTasks.ITextCompletion
{
private readonly IKernel _kernel;
private readonly IServiceProvider _services;
private readonly ITokenStatistics _tokenStatistics;
private string? _model = null;
/// <inheritdoc/>
public string Provider => "semantic-kernel";
/// <summary>
/// Create a new instance of <see cref="SemanticKernelTextCompletionProvider"/>
/// </summary>
/// <param name="kernel"></param>
/// <param name="services"></param>
/// <param name="tokenStatistics"></param>
public SemanticKernelTextCompletionProvider(IKernel kernel,
IServiceProvider services,
ITokenStatistics tokenStatistics)
{
Requires.NotNull(kernel, nameof(IKernel));
this._kernel = kernel;
this._services = services;
this._tokenStatistics = tokenStatistics;
}
/// <inheritdoc/>
public async Task<string> GetCompletion(string text, string agentId, string messageId)
{
var hooks = _services.GetServices<IContentGeneratingHook>().ToList();
// Before chat completion hook
var agent = new Agent()
{
Id = agentId
};
var userMessage = new RoleDialogModel(AgentRole.User, text)
{
MessageId = messageId
};
Task.WaitAll(hooks.Select(hook =>
hook.BeforeGenerating(agent, new List<RoleDialogModel> { userMessage })).ToArray());
var completion = _kernel.GetService<Microsoft.SemanticKernel.AI.TextCompletion.ITextCompletion>(_model);
_tokenStatistics.StartTimer();
var result = await completion.CompleteAsync(text);
_tokenStatistics.StopTimer();
// After chat completion hook
Task.WaitAll(hooks.Select(hook =>
hook.AfterGenerated(new RoleDialogModel(AgentRole.Assistant, result), new TokenStatsModel
{
Model = _model ?? "default"
})).ToArray());
return result;
}
/// <inheritdoc/>
public void SetModelName(string model)
{
if (!string.IsNullOrWhiteSpace(model))
this._model = model;
}
}
}

32
tests/BotSharp.Plugin.SemanticKernel.UnitTests/BotSharp.Plugin.SemanticKernel.UnitTests.csproj Normal file
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@ -0,0 +1,32 @@
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<TargetFramework>net6.0</TargetFramework>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
<IsPackable>false</IsPackable>
</PropertyGroup>
<ItemGroup>
<PackageReference Include="Microsoft.Extensions.Configuration" Version="7.0.0" />
<PackageReference Include="Microsoft.Extensions.DependencyInjection" Version="7.0.0" />
<PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.1.0" />
<PackageReference Include="Microsoft.SemanticKernel" Version="1.0.0-beta6" />
<PackageReference Include="Moq" Version="4.20.69" />
<PackageReference Include="xunit" Version="2.4.1" />
<PackageReference Include="xunit.runner.visualstudio" Version="2.4.3">
<IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
<PrivateAssets>all</PrivateAssets>
</PackageReference>
<PackageReference Include="coverlet.collector" Version="3.1.2">
<IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
<PrivateAssets>all</PrivateAssets>
</PackageReference>
</ItemGroup>
<ItemGroup>
<ProjectReference Include="..\..\src\Plugins\BotSharp.Plugin.SemanticKernel\BotSharp.Plugin.SemanticKernel.csproj" />
</ItemGroup>
</Project>

35
tests/BotSharp.Plugin.SemanticKernel.UnitTests/Helpers/ResultHelper.cs Normal file
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@ -0,0 +1,35 @@
using Microsoft.SemanticKernel.AI.ChatCompletion;
using Microsoft.SemanticKernel.AI.TextCompletion;
using Microsoft.SemanticKernel.Orchestration;
namespace BotSharp.Plugin.SemanticKernel.UnitTests.Helpers
{
public class ResultHelper : IChatResult, ITextResult
{
public ModelResult ModelResult { get; set; }
private string _response;
public ResultHelper(string response)
{
ModelResult = new ModelResult(response);
_response = response;
}
public async Task<ChatMessageBase> GetChatMessageAsync(CancellationToken cancellationToken = default)
{
return await Task.FromResult(new MockModelResult(_response));
}
public Task<string> GetCompletionAsync(CancellationToken cancellationToken = default)
{
return Task.FromResult(_response);
}
public class MockModelResult : ChatMessageBase
{
public MockModelResult(string content) : base(AuthorRole.Assistant, content, null)
{
}
}
}
}

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tests/BotSharp.Plugin.SemanticKernel.UnitTests/Helpers/SemanticKernelHelper.cs Normal file
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@ -0,0 +1,47 @@
using Microsoft.SemanticKernel.AI;
using Microsoft.SemanticKernel.AI.ChatCompletion;
using Microsoft.SemanticKernel.AI.TextCompletion;
using Microsoft.SemanticKernel.Services;
using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
namespace BotSharp.Plugin.SemanticKernel.UnitTests.Helpers
{
internal class SemanticKernelHelper : IChatCompletion, ITextCompletion, IAIService
{
private readonly string _excepted;
public SemanticKernelHelper(string excepted)
{
this._excepted = excepted;
}
public ChatHistory CreateNewChat(string? instructions = null)
{
return new ChatHistory();
}
public Task<IReadOnlyList<IChatResult>> GetChatCompletionsAsync(ChatHistory chat, AIRequestSettings? requestSettings = null, CancellationToken cancellationToken = default)
{
return Task.FromResult<IReadOnlyList<IChatResult>>( new List<IChatResult> { new ResultHelper(_excepted) });
}
public Task<IReadOnlyList<ITextResult>> GetCompletionsAsync(string text, AIRequestSettings? requestSettings = null, CancellationToken cancellationToken = default)
{
return Task.FromResult<IReadOnlyList<ITextResult>>(new List<ITextResult> { new ResultHelper(_excepted) });
}
public IAsyncEnumerable<IChatStreamingResult> GetStreamingChatCompletionsAsync(ChatHistory chat, AIRequestSettings? requestSettings = null, CancellationToken cancellationToken = default)
{
throw new NotImplementedException();
}
public IAsyncEnumerable<ITextStreamingResult> GetStreamingCompletionsAsync(string text, AIRequestSettings? requestSettings = null, CancellationToken cancellationToken = default)
{
throw new NotImplementedException();
}
}
}

76
tests/BotSharp.Plugin.SemanticKernel.UnitTests/SemanticKernelChatCompletionProviderTests.cs Normal file
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@ -0,0 +1,76 @@
using System;
using System.Collections.Generic;
using System.Threading.Tasks;
using BotSharp.Abstraction.Agents;
using BotSharp.Abstraction.Conversations.Models;
using BotSharp.Abstraction.MLTasks;
using BotSharp.Plugin.SemanticKernel;
using Microsoft.Extensions.DependencyInjection;
using Microsoft.SemanticKernel;
using Moq;
using Xunit;
using BotSharp.Abstraction.Agents.Enums;
using BotSharp.Abstraction.Agents.Models;
using System.Linq;
using System.Runtime;
using BotSharp.Abstraction.Conversations;
using BotSharp.Abstraction.Models;
using Microsoft.SemanticKernel.AI.ChatCompletion;
using Microsoft.SemanticKernel.AI;
using Microsoft.SemanticKernel.Connectors.AI.OpenAI.AzureSdk;
using BotSharp.Plugin.SemanticKernel.UnitTests.Helpers;
namespace BotSharp.Plugin.SemanticKernel.Tests
{
public class SemanticKernelChatCompletionProviderTests
{
private readonly Mock<IKernel> _kernelMock;
private readonly Mock<IServiceProvider> _servicesMock;
private readonly Mock<ITokenStatistics> _tokenStatisticsMock;
private readonly SemanticKernelChatCompletionProvider _provider;
public SemanticKernelChatCompletionProviderTests()
{
_kernelMock = new Mock<IKernel>();
_servicesMock = new Mock<IServiceProvider>();
_tokenStatisticsMock = new Mock<ITokenStatistics>();
_provider = new SemanticKernelChatCompletionProvider(_kernelMock.Object, _servicesMock.Object, _tokenStatisticsMock.Object);
}
[Fact]
public void GetChatCompletions_Returns_RoleDialogModel()
{
// Arrange
var agent = new Agent();
var conversations = new List<RoleDialogModel>
{
new RoleDialogModel(AgentRole.User, "Hello")
};
_servicesMock.Setup(x => x.GetService(typeof(IEnumerable<IContentGeneratingHook>)))
.Returns(new List<IContentGeneratingHook>());
var agentService = new Mock<IAgentService>();
agentService.Setup(x => x.RenderedInstruction(agent)).Returns("");
_servicesMock.Setup(x => x.GetService(typeof(IAgentService)))
.Returns(agentService.Object);
var chatHistoryMock = new Mock<ChatHistory>();
var chatCompletionMock = new Mock<Microsoft.SemanticKernel.AI.ChatCompletion.IChatCompletion>();
chatCompletionMock.Setup(x => x.CreateNewChat(It.IsAny<string>())).Returns(chatHistoryMock.Object);
chatCompletionMock.Setup(x => x.GetChatCompletionsAsync(chatHistoryMock.Object, It.IsAny<AIRequestSettings>(), It.IsAny<CancellationToken>()))
.ReturnsAsync(new List<IChatResult>
{
new ResultHelper("How can I help you?")
});
_kernelMock.Setup(x => x.GetService<Microsoft.SemanticKernel.AI.ChatCompletion.IChatCompletion>(null)).Returns(chatCompletionMock.Object);
// Act
var result = _provider.GetChatCompletions(agent, conversations);
// Assert
Assert.IsType<RoleDialogModel>(result);
}
}
}

35
tests/BotSharp.Plugin.SemanticKernel.UnitTests/SemanticKernelPluginTests.cs Normal file
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@ -0,0 +1,35 @@
using BotSharp.Abstraction.Conversations;
using BotSharp.Abstraction.MLTasks;
using Microsoft.Extensions.Configuration;
using Microsoft.Extensions.DependencyInjection;
using Microsoft.SemanticKernel;
using Moq;
namespace BotSharp.Plugin.SemanticKernel.Tests
{
public class SemanticKernelPluginTests
{
[Fact]
public void TestRegisterDI()
{
var services = new ServiceCollection();
var config = new ConfigurationBuilder().Build();
var plugin = new SemanticKernelPlugin();
services.AddScoped(x =>
{
return new KernelBuilder()
.WithAzureOpenAIChatCompletionService("test", "test", "test")
.Build();
});
services.AddScoped<ITokenStatistics>(x=> Mock.Of<ITokenStatistics>());
plugin.RegisterDI(services, config);
var provider = services.BuildServiceProvider();
Assert.NotNull(provider.GetService<ITextCompletion>());
Assert.NotNull(provider.GetService<IChatCompletion>());
}
}
}

53
tests/BotSharp.Plugin.SemanticKernel.UnitTests/SemanticKernelTextCompletionProviderTests.cs Normal file
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@ -0,0 +1,53 @@
using BotSharp.Abstraction.Conversations.Models;
using BotSharp.Plugin.SemanticKernel;
using Microsoft.Extensions.DependencyInjection;
using Microsoft.SemanticKernel;
using Microsoft.SemanticKernel.AI.TextCompletion;
using Moq;
using System.Collections.Generic;
using System.Threading.Tasks;
using Xunit;
using BotSharp.Abstraction.Agents.Enums;
using BotSharp.Abstraction.Agents.Models;
using BotSharp.Abstraction.Conversations;
using System;
using System.Linq;
using Microsoft;
using Microsoft.SemanticKernel.AI;
using BotSharp.Plugin.SemanticKernel.UnitTests.Helpers;
namespace BotSharp.Plugin.SemanticKernel.Tests
{
public class SemanticKernelTextCompletionProviderTests
{
private readonly IServiceProvider _services;
private readonly ITokenStatistics _tokenStatistics;
public SemanticKernelTextCompletionProviderTests()
{
_services = new ServiceCollection().BuildServiceProvider();
_tokenStatistics = Mock.Of<ITokenStatistics>();
}
[Fact]
public async Task GetCompletion_ReturnsExpectedResult()
{
// Arrange
var text = "Hello";
var expected = "Hello, world!";
var _kernel = new KernelBuilder()
.WithAIService<ITextCompletion>("", new SemanticKernelHelper(expected))
.Build();
var provider = new SemanticKernelTextCompletionProvider(_kernel, _services, _tokenStatistics);
// Act
var result = await provider.GetCompletion(text, "agent1", "message1");
// Assert
Assert.Equal(expected, result);
}
}
}

1
tests/BotSharp.Plugin.SemanticKernel.UnitTests/Usings.cs Normal file
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@ -0,0 +1 @@
global using Xunit;