wehub-resource-sync
99 lines
3.4 KiB
C#
99 lines
3.4 KiB
C#
// Copyright (c) Microsoft. All rights reserved.
|
|
|
|
using Microsoft.SemanticKernel;
|
|
|
|
namespace Plugins;
|
|
|
|
/// <summary>
|
|
/// This sample shows how to create templated plugins from file directories.
|
|
/// </summary>
|
|
public class CreatePromptPluginFromDirectory(ITestOutputHelper output) : BaseTest(output)
|
|
{
|
|
[Fact]
|
|
public async Task ImportAndUsePromptPluginFromDirectoryWithOpenAI()
|
|
{
|
|
// Get the current directory of the application
|
|
var pluginDirectory = Path.Combine(AppContext.BaseDirectory, "Plugins", "FunPlugin");
|
|
|
|
var kernel = Kernel.CreateBuilder()
|
|
.AddOpenAIChatCompletion(
|
|
modelId: TestConfiguration.OpenAI.ChatModelId,
|
|
apiKey: TestConfiguration.OpenAI.ApiKey)
|
|
.Build();
|
|
|
|
CreateFileBasedPluginTemplate(pluginDirectory);
|
|
|
|
var funPlugin = kernel.ImportPluginFromPromptDirectoryYaml(pluginDirectory, "FunPlugin");
|
|
|
|
// Invoke the plugin with a prompt
|
|
var result = await kernel.InvokeAsync(funPlugin["Joke"], new()
|
|
{
|
|
["input"] = "Why did the chicken cross the road?",
|
|
["style"] = "dad joke"
|
|
});
|
|
|
|
Console.WriteLine(result);
|
|
}
|
|
|
|
/// <summary>
|
|
/// After running this method, a new importable plugin directory structure will be created at the application root.
|
|
/// <code>
|
|
/// ./Plugins/FunPlugin/
|
|
/// joke.yml
|
|
/// </code>
|
|
/// Within the <c>FunPlugin</c> directory, any yml file will be imported as a distinct prompt function for the <see cref="KernelPlugin"/>.
|
|
/// </summary>
|
|
private static void CreateFileBasedPluginTemplate(string pluginRootDirectory)
|
|
{
|
|
// Create the sub-directory for the plugin function "Joke"
|
|
var pluginRelativeDirectory = Path.Combine(pluginRootDirectory, "Joke");
|
|
|
|
const string PluginYmlFileContent =
|
|
"""
|
|
name: Joke
|
|
template: |
|
|
WRITE EXACTLY ONE JOKE or HUMOROUS STORY ABOUT THE TOPIC BELOW
|
|
|
|
JOKE MUST BE:
|
|
- G RATED
|
|
- WORKPLACE/FAMILY SAFE
|
|
NO SEXISM, RACISM OR OTHER BIAS/BIGOTRY
|
|
|
|
BE CREATIVE AND FUNNY. I WANT TO LAUGH.
|
|
Incorporate the style suggestion, if provided: {{$style}}
|
|
+++++
|
|
|
|
{{$input}}
|
|
+++++
|
|
template_format: semantic-kernel
|
|
description: A function that generates a story about a topic.
|
|
input_variables:
|
|
- name: input
|
|
description: Joke subject.
|
|
is_required: true
|
|
- name: style
|
|
description: Give a hint about the desired joke style.
|
|
is_required: true
|
|
output_variable:
|
|
description: The generated funny joke.
|
|
execution_settings:
|
|
default:
|
|
temperature: 0.9
|
|
max_tokens: 1000
|
|
top_p: 0.0
|
|
presence_penalty: 0.0
|
|
frequency_penalty: 0.0
|
|
""";
|
|
|
|
// Create the directory structure
|
|
if (!Directory.Exists(pluginRootDirectory))
|
|
{
|
|
Directory.CreateDirectory(pluginRootDirectory);
|
|
}
|
|
|
|
// Create the config.json file if not exists
|
|
var ymlFilePath = Path.Combine(pluginRootDirectory, "joke.yml");
|
|
File.WriteAllText(ymlFilePath, PluginYmlFileContent);
|
|
}
|
|
}
|