leungkimming/SK-Application-integration

Example of integrating OpenAI API via SK nuget into traditional C# applications with function calling

Example of Semantic Kernel integration with Warehouse Application

Reference

• https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/chatgpt?pivots=programming-language-chat-completions

This example uses below Nuget

Please set your OpenAI API Key to Environment variable OpenAIKey before running the program

Introduction

• This program starts a chat with OpenAI gpt-3.5-turbo API service using your API key in the Environment variable 'OpenAIKey'.
• A scenario is provided to gpt-3.5-turbo as a background knowledge.
• In the scenario, gpt-3.5-turbo was taught what Warehouse function calls can be used to fulfil users' queries
• For example, the CheckStock function can be represented below:

• • we have {{CheckStock('bicycle')}} bicycles in stock
    

• Then, the program will parse the replies from gpt-3.5-turbo and actually call the C# function
• The output of the function will replace the {{}} before sending it back to users
• Note that the quantity in stock is only a random number
• These functions are where you should implement your application's real logic or call your real application's API