> ## Documentation Index
> Fetch the complete documentation index at: https://phidatainc-redirect-agent-platform-overview.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Morph

> Use Morph with Agno agents.

Enable Agno agents to create and edit files using Morph tools.

```python theme={null}
"""
Simple example showing Morph Fast Apply with file creation and editing.
"""

from pathlib import Path

from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools.models.morph import MorphTools

# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------


def create_sample_file():
    """Create a simple Python file in tmp directory for testing"""
    # Create tmp directory if it doesn't exist
    tmp_dir = Path("tmp")
    tmp_dir.mkdir(exist_ok=True)

    # Create a simple Python file
    sample_file = tmp_dir / "calculator.py"

    sample_code = """
def add(a, b):
    return a + b

def multiply(x, y):
    result = x * y
    return result

class Calculator:
    def __init__(self):
        self.history = []
    
    def calculate(self, operation, a, b):
        if operation == "add":
            result = add(a, b)
        elif operation == "multiply":
            result = multiply(a, b)
        else:
            result = None
        return result
"""

    with open(sample_file, "w") as f:
        f.write(sample_code)

    return str(sample_file)


def main():
    target_file = create_sample_file()

    code_editor = Agent(
        model=OpenAIChat(id="gpt-4o"),
        tools=[MorphTools(model="morph-v3-large")],
        debug_mode=True,
        markdown=True,
    )

    # Request to improve the code
    improvement_request = f"""
        Please improve the Python code in "{target_file}" by adding:

        1. Type hints for all functions and methods
        2. Docstrings for all functions and the Calculator class
        3. Error handling and input validation
    """  # <-- Or directly provide the code here

    code_editor.print_response(improvement_request)


# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------

if __name__ == "__main__":
    main()
```

## Run the Example

```bash theme={null}
# Clone and setup repo
git clone https://github.com/agno-agi/agno.git
cd agno/cookbook/91_tools/models

# Create and activate virtual environment
./scripts/demo_setup.sh
source .venvs/demo/bin/activate

python morph.py
```

For details, see [Morph cookbook](https://github.com/agno-agi/agno/blob/main/cookbook/91_tools/models/morph.py).