Update app.py

app.py

@@ -28,7 +28,7 @@ load_dotenv()
 logging.basicConfig(level=logging.INFO, format="%(asctime)s - %(levelname)s - %(message)s")
 
 # Initialize LLM
-llm = ChatGroq(temperature=0.5, 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", model_name="llama3-8b-8192")
+llm = ChatGroq(temperature=0.5, groq_api_key="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", model_name="llama3-8b-8192")
 
 # OCR Configuration
 pytesseract.pytesseract.tesseract_cmd = r"/usr/bin/tesseract"  # Adjust based on your system's path
@@ -198,17 +198,6 @@ def save_as_docx(questions, answers):
     doc_output.seek(0)
     return doc_output
 
-# Save questions and answers as CSV
-def save_as_csv(questions, answers):
-    df = pd.DataFrame({
-        "Question": questions.split("\n"),
-        "Answer": answers.split("\n")
-    })
-    csv_output = BytesIO()
-    df.to_csv(csv_output, index=False)
-    csv_output.seek(0)
-    return csv_output
-
 # Function to extract files from a ZIP archive
 def extract_zip_file(zip_file):
     with zipfile.ZipFile(zip_file, 'r') as zip_ref: