// Copyright (c) Microsoft. All rights reserved. // Foundry Toolbox Agent - A hosted agent that uses Foundry Toolbox MCP tools. // // Demonstrates how to register one or more Foundry toolboxes so the agent can // call tools provided by the Foundry platform's managed MCP proxy. // // Required environment variables: // FOUNDRY_PROJECT_ENDPOINT (hosted runtime) OR AZURE_AI_PROJECT_ENDPOINT (local-dev) // - Foundry project endpoint. The Foundry hosted // runtime auto-injects FOUNDRY_PROJECT_ENDPOINT; locally // set AZURE_AI_PROJECT_ENDPOINT. // // Optional: // FOUNDRY_MODEL (or AZURE_AI_MODEL_DEPLOYMENT_NAME) // - Model deployment name (default: gpt-4o) // TOOLBOX_NAME - Name of the toolbox to load (default: my-toolset). // NOTE: All FOUNDRY_* and AGENT_* env-var prefixes (other // than the platform-injected ones above) are reserved by the // Foundry container platform and rejected at agent-create. // Use TOOLBOX_NAME, not FOUNDRY_TOOLBOX_NAME, for the // sample-owned toolbox name so it survives deployment. // // The Foundry.Hosting package builds the toolbox proxy URL from FOUNDRY_PROJECT_ENDPOINT // per tools-integration-spec.md §2–§3. using Azure.AI.Projects; using Azure.Core; using Azure.Identity; using DotNetEnv; using Hosted_Shared_Contributor_Setup; using Microsoft.Agents.AI; using Microsoft.Agents.AI.Foundry.Hosting; // Load .env file if present (for local development) Env.TraversePath().Load(); string endpoint = Environment.GetEnvironmentVariable("FOUNDRY_PROJECT_ENDPOINT") ?? Environment.GetEnvironmentVariable("AZURE_AI_PROJECT_ENDPOINT") ?? throw new InvalidOperationException( "Neither FOUNDRY_PROJECT_ENDPOINT (platform-injected in hosted runtime) " + "nor AZURE_AI_PROJECT_ENDPOINT (local-dev convention) is set."); string deploymentName = Environment.GetEnvironmentVariable("FOUNDRY_MODEL") ?? Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "gpt-4o"; string toolboxName = Environment.GetEnvironmentVariable("TOOLBOX_NAME") ?? "my-toolset"; // 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. // Use a chained credential: try a temporary dev token first (for local Docker debugging), // then fall back to DefaultAzureCredential (for local dev via dotnet run / managed identity in production). TokenCredential credential = new ChainedTokenCredential( new DevTemporaryTokenCredential(), new DefaultAzureCredential()); // ── Create agent ───────────────────────────────────────────────────────────── AIAgent agent = new AIProjectClient(new Uri(endpoint), credential) .AsAIAgent( model: deploymentName, instructions: """ You are a helpful assistant with access to tools provided by the Foundry Toolbox. Use the available tools to answer user questions. If a tool is not available for a request, let the user know clearly. """, name: Environment.GetEnvironmentVariable("AGENT_NAME") ?? "hosted-toolbox-agent", description: "Hosted agent backed by Foundry Toolbox MCP tools"); // ── Build the host ──────────────────────────────────────────────────────────── var builder = WebApplication.CreateBuilder(args); // Register the agent and response handler builder.Services.AddFoundryResponses(agent); // Register Foundry Toolbox: connects to the MCP proxy at startup and makes tools available. // The toolbox name must match a toolbox registered in your Foundry project. // When FOUNDRY_PROJECT_ENDPOINT is absent (e.g., in local development without Foundry // infrastructure), startup succeeds without error and no toolbox tools are loaded. builder.Services.AddFoundryToolboxes(credential, toolboxName); var app = builder.Build(); app.MapFoundryResponses(); // Contributor-only: in Development, also map the per-agent OpenAI route shape that live Foundry uses // so a local REPL client can target this server via AIProjectClient.AsAIAgent(Uri agentEndpoint). // Do not use this in production. Hosted Foundry agents only support the agent-endpoint path. app.MapDevTemporaryLocalAgentEndpoint(); app.Run(); // ── DevTemporaryTokenCredential ───────────────────────────────────────────────