Update app.py

app.py

@@ -14,7 +14,6 @@ import google.generativeai as genai
 genai.configure(api_key="AIzaSyBO3-HG-WcITn58PdpK7mMyvFQitoH00qA")  # Replace with your actual Gemini API key
 
 # Load Gemini model
-gemini_model = genai.GenerativeModel('gemini-pro')
 
 
 import re
@@ -38,7 +37,7 @@ classifier = pipeline("zero-shot-classification", model="facebook/bart-large-mnl
 print("Loading embedding model...")
 embedding_model = SentenceTransformer("intfloat/e5-large")
 
-print("Loading text generation model...")
+
 # Use a lighter model for testing
 from transformers import AutoModelForSeq2SeqLM, AutoTokenizer, pipeline
 
@@ -104,8 +103,7 @@ Format the following LaTeX-based math solution into a clean, human-readable expl
 
 
 
-Problem:
-{question}
+
 
 Use the following context if needed:
 {f}