How to analyze image with Claude in python

pip install anthropic>=0.20

import os
import base64
import anthropic

# Initialize client
client = anthropic.Anthropic(api_key=os.environ["ANTHROPIC_API_KEY"])

# Load and encode image as base64
with open("example.jpg", "rb") as image_file:
    image_base64 = base64.b64encode(image_file.read()).decode("utf-8")

# Prepare prompt with image data
system_prompt = "You are an AI assistant that analyzes images. The user will provide an image in base64 format. Describe the content of the image in detail."
user_message = f"data:image/jpeg;base64,{image_base64}"

# Send request
response = client.messages.create(
    model="claude-3-5-sonnet-20241022",
    max_tokens=1024,
    system=system_prompt,
    messages=[{"role": "user", "content": user_message}]
)

# Print analysis
print(response.content[0].text)