Update app.py

app.py

@@ -472,69 +472,6 @@ ADDITIONAL PROOF GUIDELINES:
 {proof_examples}"""
     
     return enhanced_prompt
-    
-
-def get_difficulty_parameters(difficulty_level):
-    """Return specific parameters and constraints based on difficulty level"""
-    parameters = {
-        1: {  #  Very Easy
-            "description": "suitable for beginners",
-            "constraints": [
-                "Use only basic concepts and straightforward calculations",
-                "Break complex problems into smaller, guided steps",
-                "Use simple numbers and avoid complex algebraic expressions"
-            ],
-            "example_style": "Similar to standard homework problems",
-            "model": "claude-3-5-sonnet-20241022"
-        },
-        2: {  # Easy
-            "description": "easy, but requiring some thought",
-            "constraints": [
-                "Use basic concepts with minor complications",
-                "Minimal guidance provided",
-                "Use moderately complex numbers or expressions"
-            ],
-            "example_style": "Similar to quiz questions",
-            "model": "claude-3-5-sonnet-20241022"
-        },
-        3: {  # Intermediate
-            "description": "intermediate difficulty, testing deeper understanding",
-            "constraints": [
-                "Combine 2-3 related concepts",
-                "Include some non-obvious solution paths",
-                "Require multi-step reasoning",
-                "Use moderate algebraic complexity"
-            ],
-            "example_style": "Similar to intermediate-difficulty exam questions",
-            "model": "claude-3-5-sonnet-20241022"
-        },
-        4: {  # Difficult
-            "description": "challenging, requiring strong mathematical maturity",
-            "constraints": [
-                "Combine multiple concepts creatively",
-                "Require insight and deep understanding",
-                "Use sophisticated mathematical reasoning"
-            ],
-            "example_style": "Similar to challenging exam questions",
-            "model": "claude-3-5-sonnet-20241022"
-        },
-        5: {  # Very Difficult
-            "description": "very challenging, testing mastery and creativity at a graduate level",
-            "constraints": [
-                "Create novel applications of theoretical concepts",
-                "Require graduate-level mathematical reasoning",
-                "Combine multiple advanced topics in unexpected ways",
-                "Demand creative problem-solving approaches",
-                "Include rigorous proof construction",
-                "Require synthesis across mathematical domains",
-                "Test deep theoretical understanding"
-            ],
-            "example_style": "Similar to graduate qualifying exams or advanced competition problems",
-            "model": "claude-3-5-sonnet-20241022"
-        }
-    }
-    
-    return parameters.get(difficulty_level)
 
 def create_latex_document(content, questions_only=False):
     """Create a complete LaTeX document"""
@@ -833,7 +770,6 @@ def generate_question(subject, difficulty, question_type, subtopic=None, use_enh
         selected_topic = subtopic if subtopic else random.choice(SUBJECT_SUBTOPICS[subject])
         logger.debug(f"Using selected subtopic: {selected_topic}")
         
-        difficulty_params = get_difficulty_parameters(difficulty)
         problem_type_addition = get_problem_type_addition(question_type)
 
         system_prompt = f"""You are a mathematics professor. 
@@ -973,12 +909,12 @@ make sure the question is CLEAR about what regions you intend to be included in
     
         logger.debug("Sending request to Anthropic API")
         message = anthropic.messages.create(
-            model=difficulty_params['model'],
+            model = "claude-3-5-sonnet-20241022",
             max_tokens=4096,
             temperature=0.9,
             messages=[{
                 "role": "user",
-                "content": f"{system_prompt}"
+                "content": system_prompt
             }]
         )