Session State Basic

Create an Agent that maintains state.

Session State Basic.

"""
Session State Basic
=============================

Session State Basic.
"""

from agno.agent import Agent, RunOutput  # noqa
from agno.db.sqlite import SqliteDb
from agno.models.openai import OpenAIResponses
from agno.run import RunContext


def add_item(run_context: RunContext, item: str) -> str:
    """Add an item to the shopping list."""
    if run_context.session_state is None:
        run_context.session_state = {}

    run_context.session_state["shopping_list"].append(item)  # type: ignore
    return f"The shopping list is now {run_context.session_state['shopping_list']}"  # type: ignore


# Create an Agent that maintains state
# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------
agent = Agent(
    model=OpenAIResponses(id="gpt-5-mini"),
    # Initialize the session state with a counter starting at 0 (this is the default session state for all users)
    session_state={"shopping_list": []},
    db=SqliteDb(db_file="tmp/agents.db"),
    tools=[add_item],
    # You can use variables from the session state in the instructions
    instructions="Current state (shopping list) is: {shopping_list}",
    markdown=True,
)

# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------
if __name__ == "__main__":
    # Example usage
    agent.print_response("Add milk, eggs, and bread to the shopping list", stream=True)
    print(f"Final session state: {agent.get_session_state()}")

    # Alternatively,
    # response: RunOutput = agent.run("Add milk, eggs, and bread to the shopping list")
    # print(f"Final session state: {response.session_state}")

Run the Example

# Clone and setup repo
git clone https://github.com/agno-agi/agno.git
cd agno/cookbook/02_agents/05_state_and_session

# Create and activate virtual environment
./scripts/demo_setup.sh
source .venvs/demo/bin/activate

python session_state_basic.py