> ## Documentation Index
> Fetch the complete documentation index at: https://docs-omnicoreagent.omnirexfloralabs.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Advanced Agent Examples

> Larger OmniCoreAgent application examples for shopping, travel, customer support, and due diligence workflows

# Advanced Agent Examples

> Real-world applications that demonstrate the full power of OmniCoreAgent.

These are not simple demos — they're **production-ready patterns** you can adapt for your own projects.

***

## 🎯 Examples

| Application                                                           | Description                                                    | Lines of Code |
| --------------------------------------------------------------------- | -------------------------------------------------------------- | ------------- |
| [E-commerce Personal Shopper](./e_commerce_personal_shopper_agent.py) | Shopping assistant with cart, preferences, and recommendations | \~700         |
| [Flight Booking Agent](./flightBooking_agent.py)                      | Travel agent with search, booking, and itinerary management    | \~300         |
| [Customer Support Agent](./real_time_customer_support_agent.py)       | Support agent with ticket handling and escalation              | \~600         |
| [AI Due Diligence](./ai_due_diligence_agent/)                         | Investment research with web search, analysis, and reporting   | \~1000+       |

***

## 🛍️ E-commerce Personal Shopper

A full-featured shopping assistant with:

* Product search across catalogs
* Shopping cart management
* User preference learning
* Personalized recommendations
* Price comparison
* Shipping calculations

**Key Patterns**:

```python theme={"theme":{"light":"github-light","dark":"github-dark"}}
@tools.register_tool("search_products")
def search_products(query: str, category: str = "all") -> str:
    """Search products with filters."""
    ...

@tools.register_tool("add_to_cart")  
def add_to_cart(session_id: str, product_id: str, quantity: int = 1) -> str:
    """Add items to shopping cart."""
    ...
```

***

## ✈️ Flight Booking Agent

A conversational travel agent with:

* Flight search
* Booking management
* Itinerary creation
* Price alerts

***

## 📞 Customer Support Agent

A support agent that handles:

* Ticket creation and tracking
* Knowledge base queries
* Escalation to human agents
* Sentiment analysis

***

## 📊 AI Due Diligence Agent

A complete investment research pipeline:

* Web research with search tools
* Company analysis
* Report generation
* Multi-agent workflow

See the [full documentation](./ai_due_diligence_agent/README.mdx) for details.

***

## 🔧 Common Patterns in These Examples

### 1. Tool Registration

```python theme={"theme":{"light":"github-light","dark":"github-dark"}}
tools = ToolRegistry()

@tools.register_tool("tool_name")
def my_tool(param: str) -> dict:
    """Description for the LLM."""
    return {"status": "success", "data": ...}
```

### 2. Session Management

```python theme={"theme":{"light":"github-light","dark":"github-dark"}}
async def handle_request(user_id: str, message: str):
    result = await agent.run(message, session_id=user_id)
    return result["response"]
```

### 3. Production Configuration

```python theme={"theme":{"light":"github-light","dark":"github-dark"}}
agent = OmniCoreAgent(
    name="production_agent",
    agent_config={
        "max_steps": 15,
        "context_management": {"enabled": True},
        "guardrail_config": {
            "strict_mode": True,
            "sensitivity": 1.2,
        },
        "memory_config": {
            "summary": {"enabled": True}
        },
    },
)
```

***

**Previous**: [Workflows](../workflows) — Multi-agent orchestration