Files and Resources

Attaching Files

You can include files in a conversation using Paths:

from fast_agent.core.prompt import Prompt
from pathlib import Path

plans = agent.send(
    Prompt.user(
        "Summarise this PDF",
        Path("secret-plans.pdf")
    )
)

This works for any mime type that can be tokenized by the model.

MCP Resources

MCP Server resources can be conveniently included in a message with:

description = agent.with_resource(
    "What is in this image?",
    "mcp_image_server",
    "resource://images/cat.png"
)

Prompt Files

Prompt Files can include Resources:

agent_script.txt

---USER
Please extract the major colours from this CSS file:
---RESOURCE
index.css

They can either be loaded with the load_prompt_multipart function, or delivered via the built-in prompt-server.