docs/build/snippets/python/code-samples/customization-tools-py.mdx

<CodeGroup>
    ```python Google
    import os
    from typing import Literal
    from tavily import TavilyClient
    from deepagents import create_deep_agent
    
    tavily_client = TavilyClient(api_key=os.environ["TAVILY_API_KEY"])
    
    
    def internet_search(
        query: str,
        max_results: int = 5,
        topic: Literal["general", "news", "finance"] = "general",
        include_raw_content: bool = False,
    ):
        """Run a web search"""
        return tavily_client.search(
            query,
            max_results=max_results,
            include_raw_content=include_raw_content,
            topic=topic,
        )
    
    
    agent = create_deep_agent(
        model="google_genai:gemini-3.6-flash",
        tools=[internet_search],
    )
    ```

    ```python OpenAI
    import os
    from typing import Literal
    from tavily import TavilyClient
    from deepagents import create_deep_agent
    
    tavily_client = TavilyClient(api_key=os.environ["TAVILY_API_KEY"])
    
    
    def internet_search(
        query: str,
        max_results: int = 5,
        topic: Literal["general", "news", "finance"] = "general",
        include_raw_content: bool = False,
    ):
        """Run a web search"""
        return tavily_client.search(
            query,
            max_results=max_results,
            include_raw_content=include_raw_content,
            topic=topic,
        )
    
    
    agent = create_deep_agent(
        model="openai:gpt-5.5",
        tools=[internet_search],
    )
    ```

    ```python Anthropic
    import os
    from typing import Literal
    from tavily import TavilyClient
    from deepagents import create_deep_agent
    
    tavily_client = TavilyClient(api_key=os.environ["TAVILY_API_KEY"])
    
    
    def internet_search(
        query: str,
        max_results: int = 5,
        topic: Literal["general", "news", "finance"] = "general",
        include_raw_content: bool = False,
    ):
        """Run a web search"""
        return tavily_client.search(
            query,
            max_results=max_results,
            include_raw_content=include_raw_content,
            topic=topic,
        )
    
    
    agent = create_deep_agent(
        model="anthropic:claude-sonnet-4-6",
        tools=[internet_search],
    )
    ```

    ```python OpenRouter
    import os
    from typing import Literal
    from tavily import TavilyClient
    from deepagents import create_deep_agent
    
    tavily_client = TavilyClient(api_key=os.environ["TAVILY_API_KEY"])
    
    
    def internet_search(
        query: str,
        max_results: int = 5,
        topic: Literal["general", "news", "finance"] = "general",
        include_raw_content: bool = False,
    ):
        """Run a web search"""
        return tavily_client.search(
            query,
            max_results=max_results,
            include_raw_content=include_raw_content,
            topic=topic,
        )
    
    
    agent = create_deep_agent(
        model="openrouter:z-ai/glm-5.2",
        tools=[internet_search],
    )
    ```

    ```python Fireworks
    import os
    from typing import Literal
    from tavily import TavilyClient
    from deepagents import create_deep_agent
    
    tavily_client = TavilyClient(api_key=os.environ["TAVILY_API_KEY"])
    
    
    def internet_search(
        query: str,
        max_results: int = 5,
        topic: Literal["general", "news", "finance"] = "general",
        include_raw_content: bool = False,
    ):
        """Run a web search"""
        return tavily_client.search(
            query,
            max_results=max_results,
            include_raw_content=include_raw_content,
            topic=topic,
        )
    
    
    agent = create_deep_agent(
        model="fireworks:accounts/fireworks/models/glm-5p2",
        tools=[internet_search],
    )
    ```

    ```python Baseten
    import os
    from typing import Literal
    from tavily import TavilyClient
    from deepagents import create_deep_agent
    
    tavily_client = TavilyClient(api_key=os.environ["TAVILY_API_KEY"])
    
    
    def internet_search(
        query: str,
        max_results: int = 5,
        topic: Literal["general", "news", "finance"] = "general",
        include_raw_content: bool = False,
    ):
        """Run a web search"""
        return tavily_client.search(
            query,
            max_results=max_results,
            include_raw_content=include_raw_content,
            topic=topic,
        )
    
    
    agent = create_deep_agent(
        model="baseten:zai-org/GLM-5.2",
        tools=[internet_search],
    )
    ```

    ```python Ollama
    import os
    from typing import Literal
    from tavily import TavilyClient
    from deepagents import create_deep_agent
    
    tavily_client = TavilyClient(api_key=os.environ["TAVILY_API_KEY"])
    
    
    def internet_search(
        query: str,
        max_results: int = 5,
        topic: Literal["general", "news", "finance"] = "general",
        include_raw_content: bool = False,
    ):
        """Run a web search"""
        return tavily_client.search(
            query,
            max_results=max_results,
            include_raw_content=include_raw_content,
            topic=topic,
        )
    
    
    agent = create_deep_agent(
        model="ollama:north-mini-code-1.0",
        tools=[internet_search],
    )
    ```
</CodeGroup>