代码

cookbook/agent_concepts/async/data_analyst.py
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)
)

用法

1

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
2

安装库

pip install -U openai agno duckdb
3

运行 Agent

python cookbook/agent_concepts/async/data_analyst.py