Upload utils.py

utils.py

@@ -0,0 +1,38 @@
+from groq import Groq
+import os
+
+# Initialize Groq client
+client = Groq(api_key=os.environ["GROQ_API_KEY"])
+
+def generate_tutor_output(subject, difficulty, student_input, model):
+    model_dict = {"LLAMA3 8B": "llama3-groq-8b-8192-tool-use-preview", "LLAMA3 70B": "llama3-groq-70b-8192-tool-use-preview","Mixtral 8x7B": "mixtral-8x7b-32768"}
+    current_model = model_dict[model]
+
+    prompt = f"""
+    You are an expert tutor in {subject} at the {difficulty} level. 
+    The student has provided the following input: "{student_input}"
+    
+    Please generate:
+    1. A brief, engaging lesson on the topic (2-3 paragraphs)
+    2. A thought-provoking question to check understanding
+    3. Constructive feedback on the student's input
+    
+    Format your response as a JSON object with keys: "lesson", "question", "feedback"
+    """
+
+    completion = client.chat.completions.create(
+        messages=[
+            {
+                "role": "system",
+                "content": "You are the world's best AI tutor, renowned for your ability to explain complex concepts in an engaging, clear, and memorable way and giving math examples. Your expertise in {subject} is unparalleled, and you're adept at tailoring your teaching to {difficulty} level students. Your goal is to not just impart knowledge, but to inspire a love for learning and critical thinking.",
+            },
+            {
+                "role": "user",
+                "content": prompt,
+            }
+        ],
+        model=current_model,
+        max_tokens=1000,
+    )
+
+    return completion.choices[0].message.content