data_analyst.py
"""Run `uv pip install duckdb` to install dependencies."""
from textwrap import dedent
from agno.agent import Agent
from agno.models.langdb import LangDB
from agno.tools.duckdb import DuckDbTools
# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------
duckdb_tools = DuckDbTools()
duckdb_tools.create_table_from_path(
path="https://agno-public.s3.amazonaws.com/demo_data/IMDB-Movie-Data.csv",
table="movies",
)
agent = Agent(
model=LangDB(id="llama3-1-70b-instruct-v1.0"),
tools=[duckdb_tools],
markdown=True,
additional_context=dedent("""\
You have access to the following tables:
- movies: contains information about movies from IMDB.
"""),
)
agent.print_response("What is the average rating of movies?", stream=False)
# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------
if __name__ == "__main__":
pass
Run the Example
1
Set up your virtual environment
uv venv --python 3.12
source .venv/bin/activate
uv venv --python 3.12
.venv\Scripts\activate
2
Install dependencies
uv pip install -U agno duckdb openai
3
Export environment variables
export LANGDB_API_KEY="your_langdb_api_key_here"
export LANGDB_PROJECT_ID="your_langdb_project_id_here"
$Env:LANGDB_API_KEY="your_langdb_api_key_here"
$Env:LANGDB_PROJECT_ID="your_langdb_project_id_here"
4
Run the example
Save the code above as
data_analyst.py, then run:python data_analyst.py