Create app.py

app.py

@@ -0,0 +1,33 @@
+from flask import Flask, request, jsonify
+from transformers import pipeline
+
+app = Flask(__name__)
+
+# Load a teaching-capable instruct model
+generator = pipeline("text-generation", model="tiiuae/falcon-7b-instruct")
+
+# Teacher system prompt
+SYSTEM_PROMPT = """
+You are a professional teacher AI. 
+Your job:
+1. Teach the student each lesson in depth, step by step.
+2. After teaching, ask the student 3-5 questions about the lesson.
+3. Evaluate the student’s answers: correct or wrong, with explanations.
+4. If the student struggles, explain again with more clarity and examples.
+5. After mastery, continue to the next lesson.
+
+Always stay in Teacher + Tester mode.
+"""
+
+@app.route("/teach", methods=["POST"])
+def teach():
+    user_input = request.json.get("message", "")
+    full_prompt = SYSTEM_PROMPT + "\n\nStudent: " + user_input + "\nTeacher:"
+    
+    response = generator(full_prompt, max_length=500, do_sample=True, temperature=0.7, top_p=0.9)
+    reply = response[0]["generated_text"].split("Teacher:")[-1].strip()
+    
+    return jsonify({"reply": reply})
+
+if __name__ == "__main__":
+    app.run(host="0.0.0.0", port=7860)