Name or import fixes

app.py

@@ -16,7 +16,7 @@ from kokoro import KModel, KPipeline
 # -----------------------------------------------------------------------------
 from papers import PaperManager
 
-paper_manage = PaperManager()
+paper_manager = PaperManager()
 top_papers = paper_manager.get_top_content()
 print("TOP PAPERS", top_papers)
 

papers.py

@@ -4,7 +4,7 @@ import tempfile
 from datetime import datetime, timezone
 import base64
 from tqdm.auto import tqdm
-import PyMuPDF
+import pymupdf
 
 DAILY_PAPERS_API_URL = "https://huggingface.co/api/daily_papers"
 
@@ -98,8 +98,7 @@ class PaperManager:
         with open("temp.pdf", "wb") as f:
             f.write(response.content)
 
-        # Extract text using PyMuPDF
-        with PyMuPDF.open("temp.pdf") as doc:
+        with pymupdf.open("temp.pdf") as doc:
             text = ""
             for page in doc:
                 text += page.get_text()        

requirements.txt

@@ -1,4 +1,5 @@
 kokoro
 huggingface_hub
 transformers
-PyMuPDF
+PyMuPDF
+soundfile