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test vision agent

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  1. vision_agents.py +34 -0
vision_agents.py ADDED
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+ from PIL import Image
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+ import requests
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+ from io import BytesIO
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+ from smolagents import CodeAgent, OpenAIServerModel
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+ from model import model
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+
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+ joker_image_urls = [
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+ "https://upload.wikimedia.org/wikipedia/commons/e/e8/The_Joker_at_Wax_Museum_Plus.jpg", # Joker image
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+ "https://upload.wikimedia.org/wikipedia/en/9/98/Joker_%28DC_Comics_character%29.jpg" # Joker image
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+ ]
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+
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+ byte_joker_images = []
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+ for url in joker_image_urls:
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+ headers = {
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+ "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36"
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+ }
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+ response = requests.get(url,headers=headers)
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+ image = Image.open(BytesIO(response.content)).convert("RGB")
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+ byte_joker_images.append(image)
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+
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+ agent = CodeAgent(
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+ tools=[],
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+ model=model,
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+ max_steps=20,
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+ verbosity_level=2
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+ )
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+
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+ response = agent.run(
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+ """
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+ Describe the costume and makeup that the comic character in these photos is wearing and return the description.
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+ Tell me if the guest is The Joker or Wonder Woman.
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+ """,
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+ images=byte_joker_images
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+ )