async def process(state: dict) -> dict:
    """
    This node retrieves the source code of a repository given its URL.
    It uses an LLM to determine the appropriate steps to clone the repository
    and provides the local path where the repository is stored.

    Input:
        state["repository_url"]: The URL of the repository to retrieve.

    Output:
        Returns a dictionary with:
        - "local_repository_path": The local path where the repository is stored.
        - "phase": "complete" on success, or "failed" on error.
        - "error": Error message if an exception occurs.
    """
    from app.agent import llm
    from langchain_core.messages import SystemMessage, HumanMessage
    import os
    import subprocess

    try:
        repository_url = state.get("repository_url", "")
        if not repository_url:
            raise ValueError("Missing 'repository_url' in input state.")

        # Use LLM to determine the appropriate steps to clone the repository
        messages = [
            SystemMessage(content="You are a helpful assistant that provides instructions for retrieving repository source code."),
            HumanMessage(content=f"How do I clone the repository from this URL: {repository_url}?")
        ]
        response = await llm.ainvoke(messages)
        instructions = response.content.strip()

        # Execute the instructions to clone the repository
        local_path = os.path.join(os.getcwd(), "cloned_repository")
        if not os.path.exists(local_path):
            os.makedirs(local_path)

        clone_command = f"git clone {repository_url} {local_path}"
        subprocess.run(clone_command, shell=True, check=True)

        return {"local_repository_path": local_path, "phase": "complete"}
    except Exception as exc:
        return {"error": str(exc), "phase": "failed"}