You can upload PDF files to Keywords AI by using the LLM proxy and attaching the file to the request. The key is to include PDF url as an image_url, This is supported for any SDK.

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Example

OpenAI SDK Python
import base64
import requests
from openai import OpenAI

# URL of the file
url = "https://storage.googleapis.com/cloud-samples-data/generative-ai/pdf/2403.05530.pdf"

# Download the file
response = requests.get(url)
file_data = response.content

encoded_file = base64.b64encode(file_data).decode("utf-8")

from openai import OpenAI
client = OpenAI(base_url=os.getenv("KEYWORDSAI_BASE_URL"), api_key=os.getenv("KEYWORDSAI_API_KEY"))
response = client.chat.completions.create(
    model="gemini/gemini-2.0-flash",
    messages=[
        {
            "role": "user",
            "content": [
                {"type": "text", "text": "You are a very professional document summarization specialist. Please summarize the given document."},
                {
                    "type": "image_url",
                    "image_url": f"data:application/pdf;base64,{encoded_file}", # 👈 PDF
                },
            ],
        }
    ],
)

print(response.choices[0])

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