Agent Playground

No data is sent to agno.com, all agent data is stored locally in your sqlite database.

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Running Playground Locally

Let’s run the playground application locally so we can chat with our Agents using the Agent UI. Create a file playground.py

playground.py
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.playground import Playground, serve_playground_app
from agno.storage.agent.sqlite import SqliteAgentStorage
from agno.tools.duckduckgo import DuckDuckGoTools
from agno.tools.yfinance import YFinanceTools

agent_storage: str = "tmp/agents.db"

web_agent = Agent(
    name="Web Agent",
    model=OpenAIChat(id="gpt-4o"),
    tools=[DuckDuckGoTools()],
    instructions=["Always include sources"],
    # Store the agent sessions in a sqlite database
    storage=SqliteAgentStorage(table_name="web_agent", db_file=agent_storage),
    # Adds the current date and time to the instructions
    add_datetime_to_instructions=True,
    # Adds the history of the conversation to the messages
    add_history_to_messages=True,
    # Number of history responses to add to the messages
    num_history_responses=5,
    # Adds markdown formatting to the messages
    markdown=True,
)

finance_agent = Agent(
    name="Finance Agent",
    model=OpenAIChat(id="gpt-4o"),
    tools=[YFinanceTools(stock_price=True, analyst_recommendations=True, company_info=True, company_news=True)],
    instructions=["Always use tables to display data"],
    storage=SqliteAgentStorage(table_name="finance_agent", db_file=agent_storage),
    add_datetime_to_instructions=True,
    add_history_to_messages=True,
    num_history_responses=5,
    markdown=True,
)

app = Playground(agents=[web_agent, finance_agent]).get_app()

if __name__ == "__main__":
    serve_playground_app("playground:app", reload=True)
Make sure the serve_playground_app() points to the file that contains your Playground app.

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Authenticate with Agno

Authenticate with agno.com so your local application can let agno know that you are running a playground application. Run:

No data is sent to agno.com, only that you’re running a playground application at port 7777.

ag setup

[or] export your AGNO_API_KEY from app.agno.com

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Run the playground app

Install dependencies and run your playground application:

pip install openai duckduckgo-search yfinance sqlalchemy 'fastapi[standard]' agno

python playground.py

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View the playground

  • Open the link provided or navigate to http://app.agno.com/playground (login required)
  • Select the localhost:7777 endpoint and start chatting with your agents!
Your first AgentAgent Observability