from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.storage.postgres import PostgresStorage
from agno.tools.duckduckgo import DuckDuckGoTools
db_url = "postgresql+psycopg://ai:ai@localhost:5532/ai"
agent = Agent(
model=OpenAIChat(id="gpt-4o"),
storage=PostgresStorage(table_name="agent_sessions", db_url=db_url),
tools=[DuckDuckGoTools()],
add_history_to_messages=True,
)
agent.print_response("How many people live in Canada?")
agent.print_response("What is their national anthem called?")
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
设置你的 API 密钥
export OPENAI_API_KEY=xxx
安装库
pip install -U openai sqlalchemy psycopg duckduckgo-search agno
运行 PgVector
docker run -d \
-e POSTGRES_DB=ai \
-e POSTGRES_USER=ai \
-e POSTGRES_PASSWORD=ai \
-e PGDATA=/var/lib/postgresql/data/pgdata \
-v pgvolume:/var/lib/postgresql/data \
-p 5532:5432 \
--name pgvector \
agnohq/pgvector:16
运行代理
python cookbook/models/openai/chat/storage.py