> ## Documentation Index
> Fetch the complete documentation index at: https://phidatainc.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Google PDF Input URL

> Summarize a PDF from a URL and ask follow-ups using InMemoryDb chat history.

```python pdf_input_url.py theme={null}
"""
Google Pdf Input Url
====================

Cookbook example for `google/gemini/pdf_input_url.py`.
"""

from agno.agent import Agent
from agno.db.in_memory import InMemoryDb
from agno.media import File
from agno.models.google import Gemini

# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------

agent = Agent(
    model=Gemini(id="gemini-3.5-flash"),
    markdown=True,
    db=InMemoryDb(),
    add_history_to_context=True,
)

agent.print_response(
    "Summarize the contents of the attached file.",
    files=[File(url="https://agno-public.s3.amazonaws.com/recipes/ThaiRecipes.pdf")],
)

agent.print_response("Suggest me a recipe from the attached file.")

# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------

if __name__ == "__main__":
    pass
```

## Run the Example

<Steps>
  <Snippet file="create-venv-step.mdx" />

  <Step title="Install dependencies">
    ```bash theme={null}
    uv pip install -U agno google-genai
    ```
  </Step>

  <Step title="Export your Google API key">
    <CodeGroup>
      ```bash Mac/Linux theme={null}
      export GOOGLE_API_KEY="your_google_api_key_here"
      ```

      ```bash Windows theme={null}
      $Env:GOOGLE_API_KEY="your_google_api_key_here"
      ```
    </CodeGroup>
  </Step>

  <Step title="Run the example">
    Save the code above as `pdf_input_url.py`, then run:

    ```bash theme={null}
    python pdf_input_url.py
    ```
  </Step>
</Steps>

Full source: [cookbook/90\_models/google/gemini/pdf\_input\_url.py](https://github.com/agno-agi/agno/blob/main/cookbook/90_models/google/gemini/pdf_input_url.py)