Update app.py
Browse files
app.py
CHANGED
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import streamlit as st
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from transformers import pipeline
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# Initialize the game
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def init_game():
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if 'questions_asked' not in st.session_state:
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import streamlit as st
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from transformers import pipeline
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import streamlit as st
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from transformers import pipeline
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import os
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# Disable parallelism to avoid warnings
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os.environ["TOKENIZERS_PARALLELISM"] = "false"
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# Initialize the game
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def init_game():
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if 'questions_asked' not in st.session_state:
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st.session_state.questions_asked = 0
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st.session_state.answers = []
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st.session_state.game_over = False
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st.session_state.current_question = "Is it a living thing?"
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# Load a smaller model with caching
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@st.cache_resource(show_spinner="Loading game engine...")
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def load_model():
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try:
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return pipeline(
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"text-generation",
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model="distilgpt2", # Smaller than GPT-2
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device=-1, # Force CPU
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framework="pt", # Explicitly use PyTorch
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torch_dtype="auto"
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)
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except Exception as e:
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st.error(f"Failed to load model: {str(e)}")
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return None
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def generate_question(model, previous_answers):
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if not previous_answers:
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return "Is it a living thing?"
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prompt = """We're playing a guessing game. Here are the previous Q&A:
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"""
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for i, (q, a) in enumerate(previous_answers, 1):
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prompt += f"{i}. Q: {q} A: {'Yes' if a else 'No'}\n"
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prompt += "\nWhat should be the next yes/no question to narrow down the possible options?\nQ:"
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try:
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response = model(
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prompt,
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max_new_tokens=30, # Shorter response
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do_sample=True,
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temperature=0.7,
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top_p=0.9
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)
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question = response[0]['generated_text'].split("Q:")[-1].strip()
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question = question.split("\n")[0].split("?")[0] + "?" if "?" not in question else question.split("?")[0] + "?"
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return question
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except Exception as e:
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st.error(f"Error generating question: {str(e)}")
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return "Is it something you can hold in your hand?"
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def main():
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st.title("KASOTI - The Guessing Game")
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# Initialize with loading state
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with st.spinner("Setting up the game..."):
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model = load_model()
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if model is None:
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st.error("Failed to initialize the game. Please refresh the page.")
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return
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init_game()
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st.header("Think of a famous person, place, or object")
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st.write(f"Questions asked: {st.session_state.questions_asked}/20")
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if not st.session_state.game_over:
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st.subheader(st.session_state.current_question)
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col1, col2, col3 = st.columns(3)
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with col1:
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if st.button("Yes"):
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st.session_state.answers.append((st.session_state.current_question, True))
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st.session_state.questions_asked += 1
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st.session_state.current_question = generate_question(model, st.session_state.answers)
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st.rerun()
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with col2:
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if st.button("No"):
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st.session_state.answers.append((st.session_state.current_question, False))
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st.session_state.questions_asked += 1
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st.session_state.current_question = generate_question(model, st.session_state.answers)
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st.rerun()
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with col3:
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if st.button("I don't know"):
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st.session_state.answers.append((st.session_state.current_question, None))
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st.session_state.questions_asked += 1
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st.session_state.current_question = generate_question(model, st.session_state.answers)
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st.rerun()
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if st.session_state.questions_asked >= 20:
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st.session_state.game_over = True
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if st.session_state.game_over:
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st.subheader("Game Over!")
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st.write("I've run out of questions. What were you thinking of?")
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user_input = st.text_input("Enter what you were thinking of:")
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if user_input:
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st.write(f"Ah! I was thinking of {user_input}. Let's play again!")
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st.session_state.clear()
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st.rerun()
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if st.button("Play Again"):
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st.session_state.clear()
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st.rerun()
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if __name__ == "__main__":
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main()
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# Initialize the game
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def init_game():
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if 'questions_asked' not in st.session_state:
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