Files
T

126 lines
4.9 KiB
C#

// Copyright (c) Microsoft. All rights reserved.
using System.Text;
using Microsoft.Extensions.AI;
using Microsoft.SemanticKernel;
using Microsoft.SemanticKernel.Agents;
using Microsoft.SemanticKernel.Agents.OpenAI;
using OpenAI;
using OpenAI.Assistants;
#pragma warning disable OPENAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed.
#pragma warning disable CS8321 // Local function is declared but never used
var apiKey = Environment.GetEnvironmentVariable("OPENAI_API_KEY") ?? throw new InvalidOperationException("OPENAI_API_KEY is not set.");
var modelId = System.Environment.GetEnvironmentVariable("OPENAI_MODELID") ?? "gpt-4o";
var userInput = "Create a python code file using the code interpreter tool with a code ready to determine the values in the Fibonacci sequence that are less then the value of 101";
var assistantsClient = new AssistantClient(apiKey);
Console.WriteLine($"User Input: {userInput}");
await SKAgentAsync();
await AFAgentAsync();
async Task SKAgentAsync()
{
Console.WriteLine("\n=== SK Agent ===\n");
// Define the assistant
Assistant assistant = await assistantsClient.CreateAssistantAsync(modelId, enableCodeInterpreter: true);
// Create the agent
OpenAIAssistantAgent agent = new(assistant, assistantsClient);
// Create a thread for the agent conversation.
var thread = new OpenAIAssistantAgentThread(assistantsClient);
// Respond to user input
await foreach (var content in agent.InvokeAsync(userInput, thread))
{
if (!string.IsNullOrWhiteSpace(content.Message.Content))
{
bool isCode = content.Message.Metadata?.ContainsKey(OpenAIAssistantAgent.CodeInterpreterMetadataKey) ?? false;
Console.WriteLine($"\n# {content.Message.Role}{(isCode ? "\n# Generated Code:\n" : ":")}{content.Message.Content}");
}
// Check for the citations
foreach (var item in content.Message.Items)
{
// Process each item in the message
#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed.
if (item is AnnotationContent annotation)
{
if (annotation.Kind != AnnotationKind.UrlCitation)
{
Console.WriteLine($" [{item.GetType().Name}] {annotation.Label}: File #{annotation.ReferenceId}");
}
}
else if (item is FileReferenceContent fileReference)
{
Console.WriteLine($" [{item.GetType().Name}] File #{fileReference.FileId}");
}
}
}
#pragma warning restore SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed.
// Clean up
await thread.DeleteAsync();
await assistantsClient.DeleteAssistantAsync(agent.Id);
}
async Task AFAgentAsync()
{
Console.WriteLine("\n=== AF Agent ===\n");
var agent = await assistantsClient.CreateAIAgentAsync(modelId, tools: [new HostedCodeInterpreterTool()]);
var thread = agent.GetNewThread();
var result = await agent.RunAsync(userInput, thread);
Console.WriteLine(result);
// Extracts via breaking glass the code generated by code interpreter tool
var chatResponse = result.RawRepresentation as ChatResponse;
StringBuilder generatedCode = new();
foreach (object? updateRawRepresentation in chatResponse?.RawRepresentation as IEnumerable<object?> ?? [])
{
if (updateRawRepresentation is RunStepDetailsUpdate update && update.CodeInterpreterInput is not null)
{
generatedCode.Append(update.CodeInterpreterInput);
}
}
if (!string.IsNullOrEmpty(generatedCode.ToString()))
{
Console.WriteLine($"\n# {chatResponse?.Messages[0].Role}:Generated Code:\n{generatedCode}");
}
// Check for the citations
foreach (var textContent in result.Messages[0].Contents.OfType<Microsoft.Extensions.AI.TextContent>())
{
foreach (var annotation in textContent.Annotations ?? [])
{
if (annotation is CitationAnnotation citation)
{
if (citation.Url is null)
{
Console.WriteLine($" [{citation.GetType().Name}] {citation.Snippet}: File #{citation.FileId}");
}
foreach (var region in citation.AnnotatedRegions ?? [])
{
if (region is TextSpanAnnotatedRegion textSpanRegion)
{
Console.WriteLine($"\n[TextSpan Region] {textSpanRegion.StartIndex}-{textSpanRegion.EndIndex}");
}
}
}
}
}
// Clean up
await assistantsClient.DeleteThreadAsync(thread.ConversationId);
await assistantsClient.DeleteAssistantAsync(agent.Id);
}