/
GptTests.cs
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/
GptTests.cs
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using TypeChatExamples.ServiceInterface;
using TypeChatExamples.ServiceModel;
using Microsoft.SemanticKernel;
using NUnit.Framework;
using ServiceStack;
using ServiceStack.Data;
using ServiceStack.AI;
using ServiceStack.GoogleCloud;
using ServiceStack.IO;
using ServiceStack.OrmLite;
using ServiceStack.Testing;
using ServiceStack.Text;
namespace TypeChatExamples.Tests;
[TestFixture, Explicit, Category("Integration")]
public class GptTests
{
IDbConnectionFactory ResolveDbFactory() => new ConfigureDb().ConfigureAndResolve<IDbConnectionFactory>();
private ServiceStackHost CreateAppHost()
{
var appHost = new BasicAppHost(typeof(CoffeeShopServices).Assembly)
{
ConfigureAppHost = host =>
{
var dbFactory = ResolveDbFactory();
host.VirtualFiles = new FileSystemVirtualFiles(".");
host.Register(dbFactory);
var appConfig = new AppConfig
{
CoffeeShop = new()
{
GptPath = Path.GetFullPath("gpt/coffeeshop"),
RecognizerId = "coffeeshop-recognizer",
PhraseSetId = "coffeeshop-phrases",
},
Sentiment = new()
{
GptPath = Path.GetFullPath("gpt/sentiment"),
}
};
host.Register(appConfig);
host.Register(new GoogleCloudConfig {
Project = "servicestackdemo",
Location = "global",
Bucket = "servicestack-typechat",
});
host.LoadPlugin(new AutoQueryFeature());
var kernel = Kernel.CreateBuilder()
.AddOpenAIChatCompletion(
Environment.GetEnvironmentVariable("OPENAI_MODEL")!,
Environment.GetEnvironmentVariable("OPENAI_API_KEY")!)
.Build();
host.Register(kernel);
var services = host.Container;
services.AddSingleton<ITypeChat>(c => new KernelTypeChat(c.Resolve<Kernel>()));
services.AddSingleton<CoffeeShopPromptProvider>();
services.AddSingleton<SentimentPromptProvider>();
services.AddSingleton<CalendarPromptProvider>();
services.AddSingleton<RestaurantPromptProvider>();
services.AddSingleton<MathPromptProvider>();
services.AddSingleton<MusicPromptProvider>();
services.AddSingleton<IPromptProviderFactory>(c => new PromptProviderFactory {
Providers = {
[Tags.CoffeeShop] = c.Resolve<CoffeeShopPromptProvider>(),
[Tags.Sentiment] = c.Resolve<SentimentPromptProvider>(),
[Tags.Calendar] = c.Resolve<CalendarPromptProvider>(),
[Tags.Restaurant] = c.Resolve<RestaurantPromptProvider>(),
[Tags.Math] = c.Resolve<MathPromptProvider>(),
[Tags.Music] = c.Resolve<MusicPromptProvider>(),
}
});
}
}
.Init();
return appHost;
}
[Test]
public void Dump_Categories()
{
var dbFactory = ResolveDbFactory();
using var db = dbFactory.Open();
db.LoadSelect(db.From<Category>()).PrintDump();
}
[Test]
public async Task Dump_all_phrases()
{
using var appHost = CreateAppHost();
var service = appHost.Resolve<GptServices>();
var response = await service.Any(new GetPhrases {
Feature = Tags.CoffeeShop
});
response.Results.PrintDump();
}
[Test]
public async Task Execute_semantic_kernel_prompt()
{
using var appHost = CreateAppHost();
var service = appHost.Resolve<SentimentPromptProvider>();
var prompt = await service.CreatePromptAsync("i wanna latte macchiato with vanilla");
prompt.Print();
var typeChat = appHost.Resolve<ITypeChat>();
var response = await typeChat.TranslateMessageAsync(new TypeChatRequest(null, prompt, null));
"Response:".Print();
response.PrintDump();
}
[Test]
public async Task Execute_Raw_Prompt()
{
var request = "i wanna latte macchiato with vanilla";
//var json = await File.ReadAllTextAsync("../../../request01.json");
//json.Print();
using var appHost = CreateAppHost();
var service = appHost.Resolve<GptServices>();
var prompt = await service.Any(new GetPrompt
{
Feature = Tags.CoffeeShop,
UserMessage = request +
@"
JSON validation failed: 'vanilla' is not a valid name for the type: Syrups
```
export interface Syrups {
type: 'Syrups';
name: 'almond syrup' | 'buttered rum syrup' | 'caramel syrup' | 'cinnamon syrup' | 'hazelnut syrup' |
'orange syrup' | 'peppermint syrup' | 'raspberry syrup' | 'toffee syrup' | 'vanilla syrup';
optionQuantity?: OptionQuantity;
}
```
",
});
var dto = new Dictionary<string, object>
{
["model"] = "gpt-3.5-turbo",
["messages"] = new List<object> {
new Dictionary<string,object>
{
["role"] = "user",
["content"] = prompt,
}
},
["temperature"] = 0,
["n"] = 1
};
var json = JSON.stringify(dto);
//json.Print();
var response = await "https://api.openai.com/v1/chat/completions"
.PostJsonToUrlAsync(json, requestFilter: req =>
{
req.With(x =>
{
x.SetAuthBearer(Environment.GetEnvironmentVariable("OPENAI_API_KEY")!);
x.ContentType = MimeTypes.Json;
x.Accept = MimeTypes.Json;
});
});
response.Print();
}
[Test]
public async Task Execute_Prompt()
{
var request = "i'd like a latte that's it";
using var appHost = CreateAppHost();
var service = appHost.Resolve<GptServices>();
service.Request = new MockHttpRequest();
// var schema = (string) await service.Any(new CoffeeShopSchema());
// schema.Print();
var prompt = await service.Any(new CreateChat
{
Feature = Tags.CoffeeShop,
UserMessage = request,
});
prompt.ChatResponse.Print();
}
}