summarize_paper.py

import os
import json
from gradio_client import Client
import dotenv

dotenv.load_dotenv()

def summarize_paper(pdf_url: str, paper_id: str, access_key: str):
    summary = None
    mindmap = None
    try:
        hf_api_token = os.getenv("HF_API_TOKEN")
        if not hf_api_token:
            raise ValueError("HF_API_TOKEN not found in environment variables.")
        summarizer_client = Client("raannakasturi/ReXploreAPI", hf_token=hf_api_token)
        result = summarizer_client.predict(
            url=pdf_url,
            id=paper_id,
            access_key=access_key,
            api_name="/rexplore_summarizer"
        )
        if result:
            data = json.loads(result[0])
            if data.get("mindmap_status") == "success":
                mindmap = data.get("mindmap")
            if data.get("summary_status") == "success":
                summary = data.get("summary")
    except Exception as e:
        print(f"Error summarizing paper: {e}")

    return summary, mindmap


if __name__ == "__main__":
    test_pdf_url = "https://example.com/paper.pdf"
    test_paper_id = "12345"
    test_access_key = "your_access_key_here"
    paper_summary, paper_mindmap = summarize_paper(test_pdf_url, test_paper_id, test_access_key)
    print("Summary:", paper_summary)
    print("Mindmap:", paper_mindmap)