app.py

import streamlit as st
from transformers import pipeline
import streamlit as st
from transformers import pipeline
import os

# Disable parallelism to avoid warnings
os.environ["TOKENIZERS_PARALLELISM"] = "false"

# Initialize the game
def init_game():
    if 'questions_asked' not in st.session_state:
        st.session_state.questions_asked = 0
        st.session_state.answers = []
        st.session_state.game_over = False
        st.session_state.current_question = "Is it a living thing?"

# Load a smaller model with caching
@st.cache_resource(show_spinner="Loading game engine...")
def load_model():
    try:
        return pipeline(
            "text-generation",
            model="distilgpt2",  # Smaller than GPT-2
            device=-1,  # Force CPU
            framework="pt",  # Explicitly use PyTorch
            torch_dtype="auto"
        )
    except Exception as e:
        st.error(f"Failed to load model: {str(e)}")
        return None

def generate_question(model, previous_answers):
    if not previous_answers:
        return "Is it a living thing?"
    
    prompt = """We're playing a guessing game. Here are the previous Q&A:
"""
    for i, (q, a) in enumerate(previous_answers, 1):
        prompt += f"{i}. Q: {q} A: {'Yes' if a else 'No'}\n"
    prompt += "\nWhat should be the next yes/no question to narrow down the possible options?\nQ:"
    
    try:
        response = model(
            prompt,
            max_new_tokens=30,  # Shorter response
            do_sample=True,
            temperature=0.7,
            top_p=0.9
        )
        question = response[0]['generated_text'].split("Q:")[-1].strip()
        question = question.split("\n")[0].split("?")[0] + "?" if "?" not in question else question.split("?")[0] + "?"
        return question
    except Exception as e:
        st.error(f"Error generating question: {str(e)}")
        return "Is it something you can hold in your hand?"

def main():
    st.title("KASOTI - The Guessing Game")
    
    # Initialize with loading state
    with st.spinner("Setting up the game..."):
        model = load_model()
    
    if model is None:
        st.error("Failed to initialize the game. Please refresh the page.")
        return
    
    init_game()
    
    st.header("Think of a famous person, place, or object")
    st.write(f"Questions asked: {st.session_state.questions_asked}/20")
    
    if not st.session_state.game_over:
        st.subheader(st.session_state.current_question)
        
        col1, col2, col3 = st.columns(3)
        with col1:
            if st.button("Yes"):
                st.session_state.answers.append((st.session_state.current_question, True))
                st.session_state.questions_asked += 1
                st.session_state.current_question = generate_question(model, st.session_state.answers)
                st.rerun()
        with col2:
            if st.button("No"):
                st.session_state.answers.append((st.session_state.current_question, False))
                st.session_state.questions_asked += 1
                st.session_state.current_question = generate_question(model, st.session_state.answers)
                st.rerun()
        with col3:
            if st.button("I don't know"):
                st.session_state.answers.append((st.session_state.current_question, None))
                st.session_state.questions_asked += 1
                st.session_state.current_question = generate_question(model, st.session_state.answers)
                st.rerun()
        
        if st.session_state.questions_asked >= 20:
            st.session_state.game_over = True
    
    if st.session_state.game_over:
        st.subheader("Game Over!")
        st.write("I've run out of questions. What were you thinking of?")
        user_input = st.text_input("Enter what you were thinking of:")
        if user_input:
            st.write(f"Ah! I was thinking of {user_input}. Let's play again!")
            st.session_state.clear()
            st.rerun()
        
        if st.button("Play Again"):
            st.session_state.clear()
            st.rerun()

if __name__ == "__main__":
    main()
# Initialize the game
def init_game():
    if 'questions_asked' not in st.session_state:
        st.session_state.questions_asked = 0
        st.session_state.answers = []
        st.session_state.game_over = False
        st.session_state.current_question = "Is it a living thing?"

# Load the LLM model
@st.cache_resource
def load_model():
    return pipeline("text-generation", model="gpt2")

def generate_question(model, previous_answers):
    if not previous_answers:
        return "Is it a living thing?"
    
    # Create a prompt for the LLM based on previous answers
    prompt = "We're playing a guessing game. Here are the previous Q&A:\n"
    for i, (q, a) in enumerate(previous_answers, 1):
        prompt += f"{i}. Q: {q} A: {'Yes' if a else 'No'}\n"
    prompt += "What should be the next yes/no question to narrow down the possible options?\nQ:"
    
    # Generate the next question
    response = model(prompt, max_length=100, num_return_sequences=1)
    question = response[0]['generated_text'].split("Q:")[-1].strip()
    
    # Clean up the question (remove anything after newlines or multiple questions)
    question = question.split("\n")[0].split("?")[0] + "?" if "?" not in question else question.split("?")[0] + "?"
    return question

def main():
    st.title("KASOTI - The Guessing Game")
    
    # Initialize the model and game state
    model = load_model()
    init_game()
    
    # Display game header
    st.header("Think of a famous person, place, or object")
    st.write(f"Questions asked: {st.session_state.questions_asked}/20")
    
    # Display the current question
    if not st.session_state.game_over:
        st.subheader(st.session_state.current_question)
        
        # Answer buttons
        col1, col2, col3 = st.columns(3)
        with col1:
            if st.button("Yes"):
                st.session_state.answers.append((st.session_state.current_question, True))
                st.session_state.questions_asked += 1
                st.session_state.current_question = generate_question(model, st.session_state.answers)
                st.rerun()
        with col2:
            if st.button("No"):
                st.session_state.answers.append((st.session_state.current_question, False))
                st.session_state.questions_asked += 1
                st.session_state.current_question = generate_question(model, st.session_state.answers)
                st.rerun()
        with col3:
            if st.button("I don't know"):
                st.session_state.answers.append((st.session_state.current_question, None))
                st.session_state.questions_asked += 1
                st.session_state.current_question = generate_question(model, st.session_state.answers)
                st.rerun()
        
        # Check if game is over
        if st.session_state.questions_asked >= 20:
            st.session_state.game_over = True
    
    # Game over state
    if st.session_state.game_over:
        st.subheader("Game Over!")
        st.write("I've run out of questions. What were you thinking of?")
        user_input = st.text_input("Enter what you were thinking of:")
        if user_input:
            st.write(f"Ah! I was thinking of {user_input}. Let's play again!")
            st.session_state.clear()
            st.rerun()
        
        if st.button("Play Again"):
            st.session_state.clear()
            st.rerun()

if __name__ == "__main__":
    main()