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Description
Describe the bug
kernel function call is not working properly with gemini-1.5-flash for below code
using Microsoft.SemanticKernel;
using Microsoft.SemanticKernel.ChatCompletion;
using Microsoft.SemanticKernel.Connectors.Google;
using SementicKernelDemo.Plugins.LightsPlugin;
string? modelID = Environment.GetEnvironmentVariable("MODEL_ID");
string? apiKey = Environment.GetEnvironmentVariable("API_KEY");
if (string.IsNullOrEmpty(modelID) || string.IsNullOrEmpty(apiKey))
throw new Exception("Please set the MODEL_ID and API_KEY environment variables to your Google AI Gemini model ID and API key, respectively.");
// create kernel
#pragma warning disable SKEXP0070
var kernel = Kernel.CreateBuilder()
.AddGoogleAIGeminiChatCompletion(modelID, apiKey, GoogleAIVersion.V1)
.Build();
// Add plugins
kernel.Plugins.AddFromType<LightsPlugin>("Lights");
//Enable Prompt Execution Settings
GeminiPromptExecutionSettings geminiPromptExecutionSettings = new() {
FunctionChoiceBehavior = FunctionChoiceBehavior.Auto(),
ToolCallBehavior = GeminiToolCallBehavior.EnableKernelFunctions
};
var chatCompletionService = kernel.GetRequiredService<IChatCompletionService>();
var history = new ChatHistory();
string? userInput;
do
{
Console.WriteLine("User >");
userInput = Console.ReadLine();
try
{
history.AddUserMessage(userInput);
var result = await chatCompletionService.GetChatMessageContentAsync(
history,
executionSettings: geminiPromptExecutionSettings,
kernel: kernel);
Console.WriteLine("Assistant > " + result);
history.AddMessage(result.Role, result.Content ?? string.Empty);
}
catch (Exception ex)
{
Console.WriteLine("Error: " + ex.Message);
}
} while (userInput is not null);
#pragma warning restore SKEXP0070
To Reproduce
Steps to reproduce the behavior:
Execute the above code its failing when ToolCallBehavior = GeminiToolCallBehavior.EnableKernelFunctions or ToolCallBehavior = GeminiToolCallBehavior.AutoInvokeKernelFunctions is set. if i don't set it does not recognize kernel functions.
Expected behavior
It should recognize kernel functions and return the result back from my plugin
Screenshots
Platform
- OS: Windows
- IDE: Visual Studio
- Language: C#
- Source: microsoft.sementic.kernel and connector.google
Additional context
ameyer117, sultanlive and ThimoDEV
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Labels
.NETIssue or Pull requests regarding .NET codeIssue or Pull requests regarding .NET codeblocked externalThis item is blocked due to an external dependency that needs to be addressedThis item is blocked due to an external dependency that needs to be addressedbugSomething isn't workingSomething isn't working
Type
Projects
Status
Sprint: Done