# Examples

Check out a variety of sample implementations of the SDK in the examples section of the [repo](https://github.com/openai/openai-agents-python/tree/main/examples). The examples are organized into several categories that demonstrate different patterns and capabilities.


## Categories

- **agent_patterns:**
  Examples in this category illustrate common agent design patterns, such as
  
    - Deterministic workflows
    - Agents as tools
    - Parallel agent execution

- **basic:**
  These examples showcase foundational capabilities of the SDK, such as
  
    - Dynamic system prompts
    - Streaming outputs
    - Lifecycle events

- **tool examples:**
  Learn how to implement OAI hosted tools such as web search and file search,
   and integrate them into your agents.

- **model providers:**
  Explore how to use non-OpenAI models with the SDK.

- **handoffs:**
  See practical examples of agent handoffs.

- **customer_service** and **research_bot:**
  Two more built-out examples that illustrate real-world applications
  
    - **customer_service**: Example customer service system for an airline.
    - **research_bot**: Simple deep research clone.