# Function Tools Workflow

This sample demonstrates an agent with function tools responding to user queries about a restaurant menu.

## Overview

The workflow showcases:
- **Function Tools**: Agent equipped with tools to query menu data
- **Real Foundry-backed agent**: Uses `FoundryChatClient` to create an agent with tools
- **Agent Registration**: Shows how to register agents with the `WorkflowFactory`

## Tools

The MenuAgent has access to these function tools:

| Tool | Description |
|------|-------------|
| `get_menu()` | Returns all menu items with category, name, and price |
| `get_specials()` | Returns today's special items |
| `get_item_price(name)` | Returns the price of a specific item |

## Menu Data

```
Soups:
  - Clam Chowder - $4.95 (Special)
  - Tomato Soup - $4.95

Salads:
  - Cobb Salad - $9.99
  - House Salad - $4.95

Drinks:
  - Chai Tea - $2.95 (Special)
  - Soda - $1.95
```

## Prerequisites

- Microsoft Foundry configured with required environment variables
- Authentication via azure-identity (run `az login` before executing)

## Usage

```bash
python main.py
```

## Example Output

```
Loaded workflow: function-tools-workflow
============================================================
Restaurant Menu Assistant
============================================================

[Bot]: Welcome to the Restaurant Menu Assistant!

[Bot]: Today's soup special is the Clam Chowder for $4.95!

============================================================
Session Complete
============================================================
```

## How It Works

1. Create a Foundry chat client
2. Create an agent with instructions and function tools
3. Register the agent with the workflow factory
4. Load the workflow YAML and run it with `run()` and `stream=True`

```python
# Create the agent with tools
client = FoundryChatClient(
    project_endpoint=os.environ["FOUNDRY_PROJECT_ENDPOINT"],
    model=os.environ["FOUNDRY_MODEL"],
    credential=AzureCliCredential(),
)
menu_agent = client.as_agent(
    name="MenuAgent",
    instructions="You are a helpful restaurant menu assistant...",
    tools=[get_menu, get_specials, get_item_price],
)

# Register with the workflow factory
factory = WorkflowFactory(execution_mode="graph")
factory.register_agent("MenuAgent", menu_agent)

# Load and run the workflow
workflow = factory.create_workflow_from_yaml_path(workflow_path)
async for event in workflow.run(inputs={"userInput": "What is the soup of the day?"}, stream=True):
    ...
```