File Upload

With Anthropic’s Files API, you can upload files and later reference them in other API calls. This is handy when a file is referenced multiple times in the same flow.

Usage

Install dependencies

uv pip install -U anthropic agno

Export your Anthropic API key

export ANTHROPIC_API_KEY="your_anthropic_api_key_here"

$Env:ANTHROPIC_API_KEY="your_anthropic_api_key_here"

Upload a file

Initialize the Anthropic client and use client.beta.files.upload:

from pathlib import Path

from anthropic import Anthropic

file_path = Path("path/to/your/file.pdf")

client = Anthropic()
uploaded_file = client.beta.files.upload(file=file_path)

Initialize the Claude model

When initializing the Claude model, pass the necessary beta header:

from agno.agent import Agent
from agno.models.anthropic import Claude

agent = Agent(
    model=Claude(
        id="claude-opus-4-20250514",
        betas=["files-api-2025-04-14"],
    )
)

Reference the file

You can now reference the uploaded file when interacting with your Agno agent:

from agno.media import File

agent.print_response(
    "Summarize the contents of the attached file.",
    files=[File(external=uploaded_file)],
)

Uploaded files count against storage limits. See Anthropic’s docs for the details.

Working example

cookbook/90_models/anthropic/pdf_input_file_upload.py

from pathlib import Path

from agno.agent import Agent
from agno.media import File
from agno.models.anthropic import Claude
from agno.utils.media import download_file
from anthropic import Anthropic

pdf_path = Path(__file__).parent.joinpath("ThaiRecipes.pdf")

# Download the file using the download_file function
download_file(
    "https://agno-public.s3.amazonaws.com/recipes/ThaiRecipes.pdf", str(pdf_path)
)

# Initialize Anthropic client
client = Anthropic()

# Upload the file to Anthropic
uploaded_file = client.beta.files.upload(
    file=Path(pdf_path),
)

if uploaded_file is not None:
    agent = Agent(
        model=Claude(
            id="claude-opus-4-20250514",
            betas=["files-api-2025-04-14"],
        ),
        markdown=True,
    )

    agent.print_response(
        "Summarize the contents of the attached file.",
        files=[File(external=uploaded_file)],
    )

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