Agent with URL Context and Search

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"
)

Usage

1. Set up your virtual environment

   Mac

   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