AddAzureOpenAIChatCompletion() method not invoking Kernel Functions while using own data.

Ganesh Penke 5

I am using a semantic kernel package in that we have a method named AddAzureOpenAIChatCompletion() which takes three parameters. This method is able to invoke my kernel functions which i created.
User's image

builder.Services.AddKernel().AddAzureOpenAIChatCompletion(
"abcgpt4",
"https://abc-ai.openai.azure.com/",
XXXXXXX"
).Plugins.AddFromType<DairyFarm>();

But when i am using the overloaded method which takes AzureOpenAIChatCompletionWithDataConfig as parameter through this method i am passing my own data. In the runtime it is not invoking my kernel functions.

var config = new AzureOpenAIChatCompletionWithDataConfig
{
CompletionApiKey = "xxxxxxxxxxxxxxxxxx", 
CompletionApiVersion = "2023-08-01-preview",
CompletionEndpoint = "https://abc-ai.openai.azure.com", 
CompletionModelId = "abcgpt4",
DataSourceApiKey = "XXXXXXXX
DataSourceEndpoint = "https://abc.search.windows.net",
DataSourceIndex = "abc-sample-index"
};
builder.Services.AddKernel().AddAzureOpenAIChatCompletion(config: config).Plugins.AddFromType<Dairy Farm>();

User's image

I getting response generated using my own data but my kernel functions aren't getting invoked when i have a request which requires kernel function. But I would like to use my own data as well as the kernel functions to generate the responses.

Kindly look into this issue. I would be glad if the issue is resolved as soon as possible.

Amira Bedhiafi 16,071 Reputation points

2024-04-21T19:56:04.8966667+00:00

Can you tell us more (step by step) how you are developing this ?
Amira Bedhiafi 16,071 Reputation points

2024-04-21T19:56:40.2833333+00:00

I have a doubt maybe with the DairyFarm plugin is not correctly set up to register kernel functions.

Ganesh Penke 5

Thanks for the response @Amira Bedhiafi

I'm working on an API project with an endpoint that request user prompts. Based on these prompts, I utilize kernel functions and also integrate my own dataset.

[HttpPost("QueryTest")]
[ProducesResponseType(typeof(ApiResponse), StatusCodes.Status200OK)]
public async Task<ActionResult<ApiResponse>> UserQuery([FromBody] string query)
{
    ChatHistory history = new();
    history.AddUserMessage(query);
    OpenAIPromptExecutionSettings openAIPromptExecutionSettings = new()
    {
        ToolCallBehavior = ToolCallBehavior.AutoInvokeKernelFunctions
    };
    var result = await this._chatCompletionService.GetChatMessageContentAsync
                       (
                       chatHistory: history,
                       executionSettings: openAIPromptExecutionSettings,
                       kernel: this._kernel
                       );
    history.AddAssistantMessage(result.Content);
    return this.Ok(new ApiResponse(result.Content));
}

The plugin class is properly written, and I've crafted a sample kernel function.

[KernelFunction]
[Description("Retrieve a list of dairy farms associated with a specific user ")]
public string GetDairyNames([Description("The name of the user")]string user)
{
    try
    {
        var dealers = _dbContext.User.ToList();
        var result= _dbContext.User.Where(d => d.Name == user).SelectMany(d => d.Companies).Select(b => b.Name).FirstOrDefault();
        return string.Join(",", result);
    }
    catch (Exception ex)
    {
        return ex.Message;
    }
}

However, I'm encountering an issue where the kernel functions aren't invoked when I utilize the AzureOpenAIChatCompletionWithDataConfig parameter of Method AddAzureOpenAIChatCompletion().

Any insights on resolving this?

Amira Bedhiafi 16,071 Reputation points

2024-04-22T14:19:25.9633333+00:00

Let me check and get back to you ;)

Share via

AddAzureOpenAIChatCompletion() method not invoking Kernel Functions while using own data.