URL Context with Search

Combine URL context with Google Search for comprehensive web analysis.

url_context_with_search.py
"""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-3.7-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

Set up your virtual environment

uv venv --python 3.12
source .venv/bin/activate

Install dependencies

uv pip install -U agno google-genai

Export your Google API key

export GOOGLE_API_KEY="your_google_api_key_here"

Run the example

Save the code above as url_context_with_search.py, then run:

python url_context_with_search.py

Full source: cookbook/90_models/google/gemini/url_context_with_search.py