Update app.py

app.py

@@ -81,28 +81,27 @@ class MathRetrievalQA(dspy.Program):
             return {"answer": "", "retrieved_context": ""}
 
         prompt = f"""
-You are a math expert writing solutions in a textbook. Provide a detailed, step-by-step solution for the following math problem.
+You are a math textbook author. Write a clear, professional, and well-formatted solution for the following math problem, using proper LaTeX formatting in every step.
 
-Follow these guidelines:
-- Use clear headings like Step wise.
-- Use proper mathematical notation with LaTeX.
-- Make the explanation educational and logically structured.
-- Format the final answer as: Final Answer: \\boxed{{...}}
-- Format all the mathematical notayions clearly every step neatly.
-
----
+Instructions:
+- Use step-by-step headings: "Step 1", "Step 2", etc.
+- Format all mathematical expressions in LaTeX (inside $$ for block or \\( ... \\) for inline).
+- Avoid repeating the same math in plain text (e.g., don't write both "2t = y + 1" and "2t=y+1").
+- Use aligned LaTeX equations for clarity where necessary.
+- End with the final boxed answer in LaTeX like: \\boxed{{...}}
 
 Problem:
 {question}
 
-Context (if needed for the solution):
+Use the following context if needed:
 {context}
 
-Write the solution in full below:
+Write only the formatted solution, as it would appear in a math textbook.
 """
 
 
 
+
         try:
             model = genai.GenerativeModel('gemini-2.0-flash')  # or use 'gemini-1.5-flash'
             response = model.generate_content(prompt)