Agent with URL Context

Let Gemini fetch and analyze the content of specific URLs with url_context=True.

Code

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

agent = Agent(
    model=Gemini(id="gemini-2.5-flash", url_context=True),
    markdown=True,
)

url1 = "https://www.foodnetwork.com/recipes/ina-garten/perfect-roast-chicken-recipe-1940592"
url2 = "https://www.allrecipes.com/recipe/83557/juicy-roasted-chicken/"

agent.print_response(
    f"Compare the ingredients and cooking times from the recipes at {url1} and {url2}"
)

Usage

Set up your virtual environment

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

Set your API key

export GOOGLE_API_KEY=xxx

Install dependencies

uv pip install -U google-genai agno

Run Agent

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

python url_context.py