dependencies_to_members.py
"""
Dependencies To Members
=============================
Demonstrates passing dependencies on run and propagating them to member agents.
"""
from datetime import datetime
from agno.agent import Agent
from agno.models.openai import OpenAIResponses
from agno.team import Team
# ---------------------------------------------------------------------------
# Setup
# ---------------------------------------------------------------------------
def get_user_profile(user_id: str = "john_doe") -> dict:
"""Get user profile information that can be referenced in responses."""
profiles = {
"john_doe": {
"name": "John Doe",
"preferences": {
"communication_style": "professional",
"topics_of_interest": ["AI/ML", "Software Engineering", "Finance"],
"experience_level": "senior",
},
"location": "San Francisco, CA",
"role": "Senior Software Engineer",
}
}
return profiles.get(user_id, {"name": "Unknown User"})
def get_current_context() -> dict:
"""Get current contextual information like time, weather, etc."""
return {
"current_time": datetime.now().strftime("%Y-%m-%d %H:%M:%S"),
"timezone": "PST",
"day_of_week": datetime.now().strftime("%A"),
}
# ---------------------------------------------------------------------------
# Create Members
# ---------------------------------------------------------------------------
profile_agent = Agent(
name="ProfileAnalyst",
model=OpenAIResponses(id="gpt-5.2"),
instructions="You analyze user profiles and provide personalized recommendations.",
)
context_agent = Agent(
name="ContextAnalyst",
model=OpenAIResponses(id="gpt-5.2"),
instructions="You analyze current context and timing to provide relevant insights.",
)
# ---------------------------------------------------------------------------
# Create Team
# ---------------------------------------------------------------------------
team = Team(
name="PersonalizationTeam",
model=OpenAIResponses(id="gpt-5.2"),
members=[profile_agent, context_agent],
markdown=True,
show_members_responses=True,
)
# ---------------------------------------------------------------------------
# Run Team
# ---------------------------------------------------------------------------
if __name__ == "__main__":
team.print_response(
"Please provide me with a personalized summary of today's priorities based on my profile and interests.",
dependencies={
"user_profile": get_user_profile,
"current_context": get_current_context,
},
add_dependencies_to_context=True,
debug_mode=True,
)
Run the Example
1
Set up your virtual environment
uv venv --python 3.12
source .venv/bin/activate
uv venv --python 3.12
.venv\Scripts\activate
2
Install dependencies
uv pip install -U agno openai
3
Export your OpenAI API key
export OPENAI_API_KEY="your_openai_api_key_here"
$Env:OPENAI_API_KEY="your_openai_api_key_here"
4
Run the example
Save the code above as
dependencies_to_members.py, then run:python dependencies_to_members.py