import requests
from agno.agent import Agent
from agno.media import Image
from agno.models.mistral.mistral import MistralChat
agent = Agent(
model=MistralChat(id="pixtral-12b-2409"),
markdown=True,
)
image_url = (
"https://tripfixers.com/wp-content/uploads/2019/11/eiffel-tower-with-snow.jpeg"
)
def fetch_image_bytes(url: str) -> bytes:
headers = {
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36",
"Accept": "image/avif,image/webp,image/apng,image/svg+xml,image/*,*/*;q=0.8",
"Accept-Language": "en-US,en;q=0.9",
}
response = requests.get(url, headers=headers)
response.raise_for_status()
return response.content
image_bytes_from_url = fetch_image_bytes(image_url)
agent.print_response(
"Tell me about this image.",
images=[
Image(content=image_bytes_from_url),
],
)
Create a virtual environment
Terminal
and create a python virtual environment.python3 -m venv .venv
source .venv/bin/activate
Set your API key
export MISTRAL_API_KEY=xxx
Install libraries
pip install -U mistralai agno
Run Agent
python cookbook/models/mistral/image_bytes_input_agent.py