Create a file data_analyst.py with the following code:

data_analyst.py
import json
from phi.model.openai import OpenAIChat
from phi.agent.duckdb import DuckDbAgent

data_analyst = DuckDbAgent(
    model=OpenAIChat(model="gpt-4o"),
    semantic_model=json.dumps(
        {
            "tables": [
                {
                    "name": "movies",
                    "description": "Contains information about movies from IMDB.",
                    "path": "https://phidata-public.s3.amazonaws.com/demo_data/IMDB-Movie-Data.csv",
                }
            ]
        }
    ),
    markdown=True,
)
data_analyst.print_response(
    "Show me a histogram of ratings. "
    "Choose an appropriate bucket size but share how you chose it. "
    "Show me the result as a pretty ascii diagram",
    stream=True,
)

​
Usage

1

Create a virtual environment

Open the Terminal and create a python virtual environment.

python3 -m venv ~/.venvs/aienv
source ~/.venvs/aienv/bin/activate
2

Install libraries

pip install openai duckdb phidata
3

Run the agent

python data_analyst.py

Create a file data_analyst.py with the following code:

data_analyst.py
import json
from phi.model.openai import OpenAIChat
from phi.agent.duckdb import DuckDbAgent

data_analyst = DuckDbAgent(
    model=OpenAIChat(model="gpt-4o"),
    semantic_model=json.dumps(
        {
            "tables": [
                {
                    "name": "movies",
                    "description": "Contains information about movies from IMDB.",
                    "path": "https://phidata-public.s3.amazonaws.com/demo_data/IMDB-Movie-Data.csv",
                }
            ]
        }
    ),
    markdown=True,
)
data_analyst.print_response(
    "Show me a histogram of ratings. "
    "Choose an appropriate bucket size but share how you chose it. "
    "Show me the result as a pretty ascii diagram",
    stream=True,
)

​
Usage

1

Create a virtual environment

Open the Terminal and create a python virtual environment.

python3 -m venv ~/.venvs/aienv
source ~/.venvs/aienv/bin/activate
2

Install libraries

pip install openai duckdb phidata
3

Run the agent

python data_analyst.py