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Create vision_engine.py

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  1. vision_engine.py +23 -0
vision_engine.py ADDED
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+ import base64
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+ from openai import OpenAI
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+ import os
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+
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+ client = OpenAI(base_url="https://integrate.api.nvidia.com/v1", api_key=os.environ["NIM_API_KEY"])
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+
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+ def get_elements_from_screenshot(image_path):
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+ with open(image_path, "rb") as f:
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+ image_b64 = base64.b64encode(f.read()).decode()
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+
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+ completion = client.chat.completions.create(
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+ model="nvidia/nemotron-3-nano-omni-30b-a3b-reasoning",
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+ messages=[{
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+ "role": "user",
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+ "content": [
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+ {"type": "text", "text": "Return ONLY valid JSON identifying all interactive elements (name, box, actionable)."},
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+ {"type": "image_url", "image_url": {"url": f"data:image/jpeg;base64,{image_b64}"}}
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+ ]
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+ }],
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+ temperature=0.1
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+ )
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+ return completion.choices[0].message.content
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+