uv pip install google-generativeai to install dependencies.
"""Combine URL context with Google Search for comprehensive web analysis.
Run `uv pip install google-generativeai` to install dependencies.
"""
from agno.agent import Agent
from agno.models.google import Gemini
# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------
# Create agent with both Google Search and URL context enabled
agent = Agent(
model=Gemini(id="gemini-2.5-flash", search=True, url_context=True),
markdown=True,
)
# The agent will first search for relevant URLs, then analyze their content in detail
agent.print_response(
"Analyze the content of the following URL: https://docs.agno.com/introduction and also give me latest updates on AI agents"
)
# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------
if __name__ == "__main__":
pass
Run the Example
# Clone and setup repo
git clone https://github.com/agno-agi/agno.git
cd agno/cookbook/90_models/google/gemini
# Create and activate virtual environment
./scripts/demo_setup.sh
source .venvs/demo/bin/activate
python url_context_with_search.py