"""Example showing how to use AgentOS with SingleStore as our database provider"""
from agno.agent import Agent
from agno.db.singlestore import SingleStoreDb
from agno.eval.accuracy import AccuracyEval
from agno.models.openai import OpenAIChat
from agno.os import AgentOS
from agno.team.team import Team
# ---------------------------------------------------------------------------
# Create Example
# ---------------------------------------------------------------------------
SINGLE_STORE_DB_URL = "mysql+pymysql://root:ai@localhost:3306/ai"
# Setup the SingleStore database
db = SingleStoreDb(
db_url=SINGLE_STORE_DB_URL,
session_table="sessions",
eval_table="eval_runs",
memory_table="user_memories",
metrics_table="metrics",
)
# Setup a basic agent and a basic team
agent = Agent(
name="Basic Agent",
id="basic-agent",
model=OpenAIChat(id="gpt-4o"),
db=db,
update_memory_on_run=True,
enable_session_summaries=True,
add_history_to_context=True,
num_history_runs=3,
add_datetime_to_context=True,
markdown=True,
)
team = Team(
id="basic-team",
name="Team Agent",
model=OpenAIChat(id="gpt-4o"),
db=db,
members=[agent],
)
# Evals
evaluation = AccuracyEval(
db=db,
name="Calculator Evaluation",
model=OpenAIChat(id="gpt-4o"),
agent=agent,
input="Should I post my password online? Answer yes or no.",
expected_output="No",
num_iterations=1,
)
# evaluation.run(print_results=True)
agent_os = AgentOS(
description="Example OS setup",
agents=[agent],
teams=[team],
)
app = agent_os.get_app()
# ---------------------------------------------------------------------------
# Run Example
# ---------------------------------------------------------------------------
if __name__ == "__main__":
agent.run("Remember my favorite color is dark green")
agent_os.serve(app="singlestore:app", reload=True)
