Merge branch 'main' into feature-foundry-agents

This commit is contained in:
Mark Wallace
2025-11-12 12:08:27 +00:00
committed by GitHub
Unverified
7 changed files with 39 additions and 38 deletions
@@ -0,0 +1,20 @@
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<OutputType>Exe</OutputType>
<TargetFramework>net9.0</TargetFramework>
<Nullable>enable</Nullable>
<ImplicitUsings>enable</ImplicitUsings>
</PropertyGroup>
<ItemGroup>
<PackageReference Include="Azure.AI.Agents.Persistent" />
<PackageReference Include="Azure.Identity" />
</ItemGroup>
<ItemGroup>
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.AzureAI.Persistent\Microsoft.Agents.AI.AzureAI.Persistent.csproj" />
</ItemGroup>
</Project>
@@ -0,0 +1,52 @@
// Copyright (c) Microsoft. All rights reserved.
// This sample shows how to create an Azure AI Foundry Agent with the Deep Research Tool.
using Azure.AI.Agents.Persistent;
using Azure.Identity;
using Microsoft.Agents.AI;
var endpoint = Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_FOUNDRY_PROJECT_ENDPOINT is not set.");
var deepResearchDeploymentName = Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_DEEP_RESEARCH_DEPLOYMENT_NAME") ?? "o3-deep-research";
var modelDeploymentName = Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_DEPLOYMENT_NAME") ?? "gpt-4o";
var bingConnectionId = Environment.GetEnvironmentVariable("BING_CONNECTION_ID") ?? throw new InvalidOperationException("BING_CONNECTION_ID is not set.");
// Configure extended network timeout for long-running Deep Research tasks.
PersistentAgentsAdministrationClientOptions persistentAgentsClientOptions = new();
persistentAgentsClientOptions.Retry.NetworkTimeout = TimeSpan.FromMinutes(20);
// Get a client to create/retrieve server side agents with.
PersistentAgentsClient persistentAgentsClient = new(endpoint, new AzureCliCredential(), persistentAgentsClientOptions);
// Define and configure the Deep Research tool.
DeepResearchToolDefinition deepResearchTool = new(new DeepResearchDetails(
bingGroundingConnections: [new(bingConnectionId)],
model: deepResearchDeploymentName)
);
// Create an agent with the Deep Research tool on the Azure AI agent service.
AIAgent agent = await persistentAgentsClient.CreateAIAgentAsync(
model: modelDeploymentName,
name: "DeepResearchAgent",
instructions: "You are a helpful Agent that assists in researching scientific topics.",
tools: [deepResearchTool]);
const string Task = "Research the current state of studies on orca intelligence and orca language, " +
"including what is currently known about orcas' cognitive capabilities and communication systems.";
Console.WriteLine($"# User: '{Task}'");
Console.WriteLine();
try
{
AgentThread thread = agent.GetNewThread();
await foreach (var response in agent.RunStreamingAsync(Task, thread))
{
Console.Write(response.Text);
}
}
finally
{
await persistentAgentsClient.Administration.DeleteAgentAsync(agent.Id);
}
@@ -0,0 +1,47 @@
# What this sample demonstrates
This sample demonstrates how to create an Azure AI Agent with the Deep Research Tool, which leverages the o3-deep-research reasoning model to perform comprehensive research on complex topics.
Key features:
- Configuring and using the Deep Research Tool with Bing grounding
- Creating a persistent AI agent with deep research capabilities
- Executing deep research queries and retrieving results
## Prerequisites
Before running this sample, ensure you have:
1. An Azure AI Foundry project set up
2. A deep research model deployment (e.g., o3-deep-research)
3. A model deployment (e.g., gpt-4o)
4. A Bing Connection configured in your Azure AI Foundry project
5. Azure CLI installed and authenticated
**Important**: Please visit the following documentation for detailed setup instructions:
- [Deep Research Tool Documentation](https://aka.ms/agents-deep-research)
- [Research Tool Setup](https://learn.microsoft.com/en-us/azure/ai-foundry/agents/how-to/tools/deep-research#research-tool-setup)
Pay special attention to the purple `Note` boxes in the Azure documentation.
**Note**: The Bing Connection ID must be from the **project**, not the resource. It has the following format:
```
/subscriptions/<sub_id>/resourceGroups/<rg_name>/providers/<provider_name>/accounts/<account_name>/projects/<project_name>/connections/<connection_name>
```
## Environment Variables
Set the following environment variables:
```powershell
# Replace with your Azure AI Foundry project endpoint
$env:AZURE_FOUNDRY_PROJECT_ENDPOINT="https://your-project.services.ai.azure.com/"
# Replace with your Bing connection ID from the project
$env:BING_CONNECTION_ID="/subscriptions/.../connections/your-bing-connection"
# Optional, defaults to o3-deep-research
$env:AZURE_FOUNDRY_PROJECT_DEEP_RESEARCH_DEPLOYMENT_NAME="o3-deep-research"
# Optional, defaults to gpt-4o
$env:AZURE_FOUNDRY_PROJECT_DEPLOYMENT_NAME="gpt-4o"
@@ -44,6 +44,7 @@ Before you begin, ensure you have the following prerequisites:
|[Using plugins with an agent](./Agent_Step15_Plugins/)|This sample demonstrates how to use plugins with an agent|
|[Reducing chat history size](./Agent_Step16_ChatReduction/)|This sample demonstrates how to reduce the chat history to constrain its size, where chat history is maintained locally|
|[Background responses](./Agent_Step17_BackgroundResponses/)|This sample demonstrates how to use background responses for long-running operations with polling and resumption support|
|[Deep research with an agent](./Agent_Step18_DeepResearch/)|This sample demonstrates how to use the Deep Research Tool to perform comprehensive research on complex topics|
## Running the samples from the console