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Code

cookbook/11_models/google/gemini/url_context_with_search.py
"""Combine URL context with Google Search for comprehensive web analysis.

"""

from agno.agent import Agent
from agno.models.google import Gemini

# 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"
)

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Usage

1

Set up your virtual environment

uv venv --python 3.12
source .venv/bin/activate
2

Set your API key

export GOOGLE_API_KEY=xxx
3

Install dependencies

uv pip install -U google-genai agno
4

Run Agent

python cookbook/11_models/google/gemini/url_context_with_search.py