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79def868b6
* Prompt progress * Enriched prompt + Added to SLN visibility * Set starting point for Copilot Migration * Address prompt detail + prepare copilot migration to work with Agent nugets * Address more prompt details * Prompt update * Improve description for migration * Improve description for migration * Improve description for migration * Improve description for migration * SLnx Upgrade Assistant use-case * Extra tweaks to the migration prompt * Update prompt * Adding the migration guida as a visible reference to the project * Improvements * IMprovement * Small improvements * AI Guidance Overhaul. * Update migration guide with better straightforward examples * Update breaking glass instructions * Namespace change + address feedback * ChatComletionService considerations * Add middleware guidance + public packages * Removing + ignoring future generated files * Potential gh bug? * Prompt progress * Enriched prompt + Added to SLN visibility * Set starting point for Copilot Migration * Address prompt detail + prepare copilot migration to work with Agent nugets * Address more prompt details * Prompt update * Improve description for migration * Improve description for migration * Improve description for migration * Improve description for migration * SLnx Upgrade Assistant use-case * Extra tweaks to the migration prompt * Update prompt * Adding the migration guida as a visible reference to the project * Improvements * IMprovement * Small improvements * AI Guidance Overhaul. * Update migration guide with better straightforward examples * Update breaking glass instructions * Namespace change + address feedback * ChatComletionService considerations * Add middleware guidance + public packages * Removing + ignoring future generated files * Potential gh bug? * Version bump * Address observation * Address observation --------- Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
124 lines
5.1 KiB
C#
124 lines
5.1 KiB
C#
// Copyright (c) Microsoft. All rights reserved.
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using System.Text;
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using Azure.AI.Agents.Persistent;
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using Azure.Identity;
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using Microsoft.Agents.AI;
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using Microsoft.Extensions.AI;
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using Microsoft.SemanticKernel;
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using Microsoft.SemanticKernel.Agents;
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using Microsoft.SemanticKernel.Agents.AzureAI;
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var azureEndpoint = Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_FOUNDRY_PROJECT_ENDPOINT is not set.");
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var deploymentName = System.Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_DEPLOYMENT_NAME") ?? "gpt-4o";
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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";
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Console.WriteLine($"User Input: {userInput}");
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await SKAgentAsync();
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await AFAgentAsync();
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async Task SKAgentAsync()
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{
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Console.WriteLine("\n=== SK Agent ===\n");
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var azureAgentClient = AzureAIAgent.CreateAgentsClient(azureEndpoint, new AzureCliCredential());
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PersistentAgent definition = await azureAgentClient.Administration.CreateAgentAsync(deploymentName, tools: [new CodeInterpreterToolDefinition()]);
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AzureAIAgent agent = new(definition, azureAgentClient);
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var thread = new AzureAIAgentThread(azureAgentClient);
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// SK Azure AI Agent provides the code interpreter content and the assistant message as different contents in the call iteration.
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await foreach (var content in agent.InvokeAsync(userInput, thread))
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{
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if (!string.IsNullOrWhiteSpace(content.Message.Content))
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{
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bool isCode = content.Message.Metadata?.ContainsKey(AzureAIAgent.CodeInterpreterMetadataKey) ?? false;
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Console.WriteLine($"\n# {content.Message.Role}{(isCode ? "\n# Generated Code:\n" : ":")}{content.Message.Content}");
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}
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// Check for the citations
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foreach (var item in content.Message.Items)
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{
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// Process each item in the message
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if (item is AnnotationContent annotation)
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{
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if (annotation.Kind != AnnotationKind.UrlCitation)
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{
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Console.WriteLine($" [{item.GetType().Name}] {annotation.Label}: File #{annotation.ReferenceId}");
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}
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}
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else if (item is FileReferenceContent fileReference)
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{
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Console.WriteLine($" [{item.GetType().Name}] File #{fileReference.FileId}");
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}
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}
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}
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// Clean up
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await thread.DeleteAsync();
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await azureAgentClient.Administration.DeleteAgentAsync(agent.Id);
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}
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async Task AFAgentAsync()
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{
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Console.WriteLine("\n=== AF Agent ===\n");
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var azureAgentClient = new PersistentAgentsClient(azureEndpoint, new AzureCliCredential());
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var agent = await azureAgentClient.CreateAIAgentAsync(deploymentName, tools: [new CodeInterpreterToolDefinition()]);
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var thread = agent.GetNewThread();
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var result = await agent.RunAsync(userInput, thread);
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Console.WriteLine(result);
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// Extracts via breaking glass the code generated by code interpreter tool
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var chatResponse = result.RawRepresentation as ChatResponse;
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StringBuilder generatedCode = new();
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foreach (object? updateRawRepresentation in chatResponse?.RawRepresentation as IEnumerable<object?> ?? [])
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{
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// To capture the code interpreter input we need to break glass all the updates raw representations, to check for the RunStepDetailsUpdate type and
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// get the CodeInterpreterInput property which contains the generated code.
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// Note: Similar logic would needed for each individual update if used in the agent.RunStreamingAsync streaming API to aggregate or yield the generated code.
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if (updateRawRepresentation is RunStepDetailsUpdate update && update.CodeInterpreterInput is not null)
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{
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generatedCode.Append(update.CodeInterpreterInput);
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}
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}
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if (!string.IsNullOrEmpty(generatedCode.ToString()))
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{
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Console.WriteLine($"\n# {chatResponse?.Messages[0].Role}:Generated Code:\n{generatedCode}");
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}
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// Update the citations
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foreach (var textContent in result.Messages[0].Contents.OfType<Microsoft.Extensions.AI.TextContent>())
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{
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foreach (var annotation in textContent.Annotations ?? [])
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{
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if (annotation is CitationAnnotation citation)
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{
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if (citation.Url is null)
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{
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Console.WriteLine($" [{citation.GetType().Name}] {citation.Snippet}: File #{citation.FileId}");
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}
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foreach (var region in citation.AnnotatedRegions ?? [])
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{
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if (region is TextSpanAnnotatedRegion textSpanRegion)
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{
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Console.WriteLine($"\n[TextSpan Region] {textSpanRegion.StartIndex}-{textSpanRegion.EndIndex}");
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}
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}
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}
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}
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}
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// Clean up
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if (thread is ChatClientAgentThread chatThread)
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{
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await azureAgentClient.Threads.DeleteThreadAsync(chatThread.ConversationId);
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}
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await azureAgentClient.Administration.DeleteAgentAsync(agent.Id);
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}
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