Generated Quiz

from flask import Flask, request, jsonify from huggingface_hub import InferenceClient from requests.exceptions import RequestException app = Flask(__name__) client = InferenceClient("mistralai/Mistral-7B-Instruct-v0.2") def system_instructions(context): return f""" [INST] Your are a great teacher and your task is to create 6 questions with answer and 4 choices based on the following context:\n\n{context}\n\n. Each example should be like this Question: "" Choices: A): "" B): "" C): "" D): "" Answer: "Choose either A, B, C, or D as the correct answer" Explanation: "" \n [/INST] """ def generate_quiz(context): formatted_prompt = system_instructions(context) generate_kwargs = dict( temperature=0.1, max_new_tokens=2048, top_p=0.95, repetition_penalty=1.0, do_sample=True, seed=42,) try: response = client.text_generation( formatted_prompt, **generate_kwargs, stream=False, details=False, return_full_text=False, ) return response except (RequestException, SystemExit) as e: return {"error": str(e)} @app.route("/", methods=["GET", "POST"]) def generate_quiz_page(): if request.method == "POST": if request.content_type == 'application/json': data = request.get_json() context = data.get("context") if context is None or context.strip() == "": return jsonify({"error": "Missing or empty 'context' parameter"}), 400 else: context = request.form.get("context") if context is None or context.strip() == "": return jsonify({"error": "Missing or empty 'context' parameter"}), 400 response = generate_quiz(context) if request.content_type == 'application/json': return jsonify(response) quiz_html = f""" Generated Quiz

Generated Quiz

{response}
Back to generate another quiz
""" return quiz_html # Default GET request handling default_html = """ Generate Quiz
Generate Quiz

Context:

""" return default_html if __name__ == "__main__": app.run(debug=True)