Images

from pathlib import Path

from timbal import Agent
from timbal.types.file import File

agent = Agent(
    name="VisionAgent",
    model="anthropic/claude-sonnet-4-6",  # Vision-capable model
    max_tokens=4096,
    system_prompt="Analyze images and provide detailed descriptions."
)

image1_path = Path("image1.jpg")
image2_path = Path("image2.png")
image3_path = Path("image3.jpeg")
for path in (image1_path, image2_path, image3_path):
    path.write_bytes(b"\x89PNG\r\n\x1a\n")

# Validate multiple image files and analyze
image1 = File.validate(str(image1_path))
image2 = File.validate(str(image2_path))
image3 = File.validate(str(image3_path))

result = await agent(
    prompt=["Analyze these images and provide a description of each one", image1, image2, image3]
).collect()

print(result.output.collect_text())