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90 lines (77 loc) · 3.96 KB
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// Copyright (c) Microsoft. All rights reserved.
// This sample shows how to use Code Interpreter Tool with AIProjectClient.AsAIAgent(...).
using System.Text;
using Azure.AI.Projects;
using Azure.Identity;
using Microsoft.Agents.AI;
using Microsoft.Extensions.AI;
using OpenAI.Assistants;
using OpenAI.Responses;
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.";
const string AgentName = "CoderAgent-RAPI";
string endpoint = Environment.GetEnvironmentVariable("FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("FOUNDRY_PROJECT_ENDPOINT is not set.");
string deploymentName = Environment.GetEnvironmentVariable("FOUNDRY_MODEL") ?? "gpt-5.4-mini";
// WARNING: DefaultAzureCredential is convenient for development but requires careful consideration in production.
// In production, consider using a specific credential (e.g., ManagedIdentityCredential) to avoid
// latency issues, unintended credential probing, and potential security risks from fallback mechanisms.
AIProjectClient aiProjectClient = new(new Uri(endpoint), new DefaultAzureCredential());
// The easiest way to add the hosted code interpreter is as follows:
/*
AIAgent agent = aiProjectClient.AsAIAgent(
deploymentName,
instructions: AgentInstructions,
name: AgentName,
tools: [new HostedCodeInterpreterTool() { Inputs = [] }]);
*/
// However, by default the reponses API does not return the output items from the hosted code interpreter tool.
// This is generally fine but for this sample we want to explicitly request those in the response generation configuration.
AIAgent agent = aiProjectClient
.GetProjectOpenAIClient()
.GetProjectResponsesClient()
.AsIChatClient(deploymentName)
.AsBuilder()
.ConfigureOptions(x =>
{
var previousFactory = x.RawRepresentationFactory;
x.RawRepresentationFactory = state =>
{
var responseOptions = previousFactory?.Invoke(state) as CreateResponseOptions ?? new CreateResponseOptions();
// Ensure that the response includes tool output items from the hosted code interpreter
responseOptions.IncludedProperties.Add(IncludedResponseProperty.CodeInterpreterCallOutputs);
return responseOptions;
};
})
.Build()
.AsAIAgent(
instructions: AgentInstructions,
name: AgentName,
tools: [new HostedCodeInterpreterTool() { Inputs = [] }]);
AgentResponse response = await agent.RunAsync("I need to solve the equation sin(x) + x^2 = 42");
// Get the CodeInterpreterToolCallContent
CodeInterpreterToolCallContent? toolCallContent = response.Messages.SelectMany(m => m.Contents).OfType<CodeInterpreterToolCallContent>().FirstOrDefault();
if (toolCallContent?.Inputs is not null)
{
DataContent? codeInput = toolCallContent.Inputs.OfType<DataContent>().FirstOrDefault();
if (codeInput?.HasTopLevelMediaType("text") ?? false)
{
Console.WriteLine($"Code Input: {Encoding.UTF8.GetString(codeInput.Data.ToArray()) ?? "Not available"}");
}
}
// Get the CodeInterpreterToolResultContent
CodeInterpreterToolResultContent? toolResultContent = response.Messages.SelectMany(m => m.Contents).OfType<CodeInterpreterToolResultContent>().FirstOrDefault();
if (toolResultContent?.Outputs is not null && toolResultContent.Outputs.OfType<TextContent>().FirstOrDefault() is { } resultOutput)
{
Console.WriteLine($"Code Tool Result: {resultOutput.Text}");
}
// Getting any annotations generated by the tool
foreach (AIAnnotation annotation in response.Messages.SelectMany(m => m.Contents).SelectMany(C => C.Annotations ?? []))
{
if (annotation.RawRepresentation is TextAnnotationUpdate citationAnnotation)
{
Console.WriteLine($$"""
File Id: {{citationAnnotation.OutputFileId}}
Text to Replace: {{citationAnnotation.TextToReplace}}
Filename: {{Path.GetFileName(citationAnnotation.TextToReplace)}}
""");
}
}