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oai-vision.py
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oai-vision.py
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import os
import argparse
import base64
from openai import OpenAI
# Initialize the OpenAI client and set the API key
client = OpenAI()
client.api_key = os.getenv("OPENAI_API_KEY")
# Model name
model = "gpt-4-vision-preview"
def encode_image(image_path):
with open(image_path, "rb") as image_file:
return base64.b64encode(image_file.read()).decode('utf-8')
def main():
# Create an ArgumentParser to handle command-line arguments
parser = argparse.ArgumentParser(description="Generate a description for an image.")
parser.add_argument("image_path", help="Path to the image file")
args = parser.parse_args()
# Getting the base64 string from the image file
base64_image = encode_image(args.image_path)
response = client.chat.completions.create(
model=model,
messages=[
{
"role": "user",
"content": [
{"type": "text", "text": "What’s in this image?"},
{
"type": "image_url",
"image_url": {
"url": f"data:image/jpeg;base64,{base64_image}"
},
},
],
}
],
max_tokens=300,
)
message_content = response.choices[0].message.content
print(message_content)
if __name__ == "__main__":
main()