import asyncio
from textwrap import dedent
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools.duckdb import DuckDbTools
duckdb_tools = DuckDbTools(
create_tables=False, export_tables=False, summarize_tables=False
)
duckdb_tools.create_table_from_path(
path="https://agno-public.s3.amazonaws.com/demo_data/IMDB-Movie-Data.csv",
table="movies",
)
agent = Agent(
model=OpenAIChat(id="gpt-4o"),
tools=[duckdb_tools],
markdown=True,
show_tool_calls=True,
additional_context=dedent("""\
您可以使用以下表:
- movies:包含有关 IMDB 电影的信息。
"""),
)
asyncio.run(
agent.aprint_response("What is the average rating of movies?", stream=False)
)
创建虚拟环境
打开 Terminal
并创建一个 python 虚拟环境。
python3 -m venv .venv
source .venv/bin/activate
安装库
pip install -U openai agno duckdb
运行 Agent
python cookbook/agent_concepts/async/data_analyst.py