About OpenAIExtensions

OpenAIExtensions is a cutting-edge library designed to enhance and streamline the integration of Azure OpenAI services into your applications. Leveraging the advanced capabilities of Azure OpenAI & developed on top of SematicKernel, my goal is to provide developers with a comprehensive toolkit that simplifies the process of building AI-powered solutions.

Using OpenAIExtensions in Your Project

In this guide, i'll walk you through the process of integrating OpenAIExtensions into your project and showcase how to use it effectively.

Installation and Setup

To get started, you'll need to install OpenAIExtensions via NuGet Package Manager or by cloning the repository from GitHub.

dotnet add package OpenAIExtensions

AIConversationManager

Now, let's create an instance of the AIConversationManager class in your test or application code. This manager orchestrates the conversation between users and the AI system.

using Microsoft.Extensions.Configuration;
using Microsoft.Extensions.Logging;
using Microsoft.SemanticKernel;
using OpenAIExtensions.Managers;
using OpenAIExtensions;
using Microsoft.SemanticKernel.ChatCompletion;

var configuration = new ConfigurationBuilder()
    .AddJsonFile($"appsettings.json")
    .Build();

var logger = LoggerFactory
        .Create(x => x.AddConsole())
        .CreateLogger<AIConversationManager>();

var endpoint = configuration.GetValue<string>("OpenAI:Endpoint")!;
var key = configuration.GetValue<string>("OpenAI:Key")!;

var kernel = Kernel.CreateBuilder()
    .AddAzureAIChatCompletion(endpoint: endpoint, apiKey: key)
    .AddPlugin<GetCurrentWeatherPlugin>()
    .Build();

var aiConversationManager = new AIConversationManager(
    kernel,
    logger);

var history = new ChatHistory();
history.AddUserMessage("What`s the weather like today in Skopje?");

var systemMessage = @"
    You are an AI bot that only knows how to answer questions about weather.
    Always respond with text.
";

var response = await aiConversationManager.ProcessConversationAsync(history, systemMessage);

var systemMessage = @"
    You are an AI bot that only knows how to answer questions about weather.
    Always respond with text.
";

var response = await aiConversationManager.ProcessConversationAsync(history, systemMessage);

response => The weather in Skopje today is partly cloudy with a high of 15°C.