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94 lines
4.2 KiB
C#
94 lines
4.2 KiB
C#
// Copyright (c) Microsoft. All rights reserved.
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// This sample shows how to use Code Interpreter Tool with AI Agents.
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using System.Text;
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using Azure.AI.Projects;
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using Azure.AI.Projects.OpenAI;
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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 OpenAI.Assistants;
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using OpenAI.Responses;
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string endpoint = Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_FOUNDRY_PROJECT_ENDPOINT is not set.");
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string deploymentName = Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_DEPLOYMENT_NAME") ?? "gpt-4o-mini";
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const string AgentInstructions = "You are a personal math tutor. When asked a math question, write and run code using the python tool to answer the question.";
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const string AgentNameMEAI = "CoderAgent-MEAI";
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const string AgentNameNative = "CoderAgent-NATIVE";
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// Get a client to create/retrieve/delete server side agents with Azure Foundry Agents.
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// WARNING: DefaultAzureCredential is convenient for development but requires careful consideration in production.
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// In production, consider using a specific credential (e.g., ManagedIdentityCredential) to avoid
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// latency issues, unintended credential probing, and potential security risks from fallback mechanisms.
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AIProjectClient aiProjectClient = new(new Uri(endpoint), new DefaultAzureCredential());
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// Option 1 - Using HostedCodeInterpreterTool + AgentOptions (MEAI + AgentFramework)
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// Create the server side agent version
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AIAgent agentOption1 = await aiProjectClient.CreateAIAgentAsync(
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model: deploymentName,
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name: AgentNameMEAI,
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instructions: AgentInstructions,
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tools: [new HostedCodeInterpreterTool() { Inputs = [] }]);
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// Option 2 - Using PromptAgentDefinition SDK native type
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// Create the server side agent version
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AIAgent agentOption2 = await aiProjectClient.CreateAIAgentAsync(
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name: AgentNameNative,
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creationOptions: new AgentVersionCreationOptions(
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new PromptAgentDefinition(model: deploymentName)
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{
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Instructions = AgentInstructions,
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Tools = {
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ResponseTool.CreateCodeInterpreterTool(
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new CodeInterpreterToolContainer(
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CodeInterpreterToolContainerConfiguration.CreateAutomaticContainerConfiguration(fileIds: [])
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)
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),
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}
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})
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);
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// Either invoke option1 or option2 agent, should have same result
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// Option 1
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AgentResponse response = await agentOption1.RunAsync("I need to solve the equation sin(x) + x^2 = 42");
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// Option 2
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// AgentResponse response = await agentOption2.RunAsync("I need to solve the equation sin(x) + x^2 = 42");
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// Get the CodeInterpreterToolCallContent
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CodeInterpreterToolCallContent? toolCallContent = response.Messages.SelectMany(m => m.Contents).OfType<CodeInterpreterToolCallContent>().FirstOrDefault();
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if (toolCallContent?.Inputs is not null)
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{
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DataContent? codeInput = toolCallContent.Inputs.OfType<DataContent>().FirstOrDefault();
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if (codeInput?.HasTopLevelMediaType("text") ?? false)
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{
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Console.WriteLine($"Code Input: {Encoding.UTF8.GetString(codeInput.Data.ToArray()) ?? "Not available"}");
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}
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}
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// Get the CodeInterpreterToolResultContent
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CodeInterpreterToolResultContent? toolResultContent = response.Messages.SelectMany(m => m.Contents).OfType<CodeInterpreterToolResultContent>().FirstOrDefault();
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if (toolResultContent?.Outputs is not null && toolResultContent.Outputs.OfType<TextContent>().FirstOrDefault() is { } resultOutput)
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{
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Console.WriteLine($"Code Tool Result: {resultOutput.Text}");
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}
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// Getting any annotations generated by the tool
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foreach (AIAnnotation annotation in response.Messages.SelectMany(m => m.Contents).SelectMany(C => C.Annotations ?? []))
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{
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if (annotation.RawRepresentation is TextAnnotationUpdate citationAnnotation)
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{
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Console.WriteLine($$"""
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File Id: {{citationAnnotation.OutputFileId}}
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Text to Replace: {{citationAnnotation.TextToReplace}}
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Filename: {{Path.GetFileName(citationAnnotation.TextToReplace)}}
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""");
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}
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}
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// Cleanup by agent name removes the agent version created.
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await aiProjectClient.Agents.DeleteAgentAsync(agentOption1.Name);
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await aiProjectClient.Agents.DeleteAgentAsync(agentOption2.Name);
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