https://github.com/durmisi/OpenAIExtensions

AI Services & Extensions developed on top of Azure Open AI & SemanticKernel
https://github.com/durmisi/OpenAIExtensions

Last synced: 2 months ago
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AI Services & Extensions developed on top of Azure Open AI & SemanticKernel

• Host: GitHub
• URL: https://github.com/durmisi/OpenAIExtensions
• Owner: durmisi
• License: mit
• Created: 2024-03-12T18:18:40.000Z (10 months ago)
• Default Branch: master
• Last Pushed: 2024-05-26T14:22:04.000Z (8 months ago)
• Last Synced: 2024-08-01T13:21:17.368Z (5 months ago)
• Language: C#
• Size: 449 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.txt

Awesome Lists containing this project

• awesome-semantickernel - OpenAIExtensions

README

        
# 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.

```bash

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.

```bash

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();

var endpoint = configuration.GetValue("OpenAI:Endpoint")!;

var key = configuration.GetValue("OpenAI:Key")!;

var kernel = Kernel.CreateBuilder()

    .AddAzureAIChatCompletion(endpoint: endpoint, apiKey: key)

    .AddPlugin()

    .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.

```