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demo.py
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demo.py
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from dotenv import load_dotenv
load_dotenv()
import base64
import requests
import os
from mistralai import Mistral
def encode_image(image_path):
try:
with open(image_path, "rb") as image_file:
return base64.b64encode(image_file.read()).decode('utf-8')
except FileNotFoundError:
print(f"Error: The file {image_path} was not found.")
return None
except Exception as e: # Added general exception handling
print(f"Error: {e}")
return None
image_path = "image.png"
base64_image = encode_image(image_path)
api_key = os.environ["MISTRAL_API_KEY"]
model = "pixtral-12b-2409"
client = Mistral(api_key=api_key)
messages = [
{
"role": "user",
"content": [
{
"type": "text",
"text": "What's landmark is in this image?"
},
{
"type": "image_url",
"image_url": f"data:image/jpeg;base64,{base64_image}"
}
]
}
]
chat_response = client.chat.complete(
model=model,
messages=messages
)
print(chat_response.choices[0].message.content)