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import gradio as gr | |
import random | |
from transformers import pipeline | |
import pathlib | |
model = pipeline(model="declare-lab/flan-alpaca-large") | |
class Game: | |
def __init__(self): | |
self.words = pathlib.Path('solutions.txt').read_text().splitlines() | |
self.word_list = random.sample(self.words, 5) | |
self.secret_word = random.choice(self.word_list) | |
def reset(self): | |
self.word_list = random.sample(self.words, 5) | |
self.secret_word = random.choice(self.word_list) | |
def prompt(self): | |
return f"Try to guess the word! Either enter the word or ask a hint. The word will be one of {self.word_list}" | |
def __str__(self): | |
return f"word_list: {self.word_list}, secret_word: {self.secret_word}" | |
with gr.Blocks(theme='gstaff/xkcd') as demo: | |
game_state = gr.State(Game()) | |
title = gr.Markdown("# Guessing Game") | |
chatbot = gr.Chatbot(value=[(None, game_state.value.prompt)]) | |
msg = gr.Textbox() | |
restart = gr.Button("Restart") | |
def user(user_message, history, game): | |
return "", history + [[user_message, None]], game | |
def bot(history, game): | |
user_input = history[-1][0] | |
if game.secret_word in user_input.strip().lower().split(): | |
history[-1][1] = f"You win, the word was {game.secret_word}!" | |
print(history) | |
return history, game | |
if user_input.strip().lower() in game.word_list: | |
history[-1][1] = "Wrong guess, try again." | |
return history, game | |
instructions = f"The secret word is {game.secret_word}. Answer this: {user_input}" | |
bot_message = model(instructions, max_length=256, do_sample=True)[0]['generated_text'] | |
response = bot_message.replace(game.secret_word, "?????").replace(game.secret_word.title(), "?????") | |
history[-1][1] = response | |
return history, game | |
def restart_game(game): | |
game.reset() | |
return [(None, game.prompt)], game | |
msg.submit(user, [msg, chatbot, game_state], [msg, chatbot, game_state], queue=False).then( | |
bot, [chatbot, game_state], [chatbot, game_state] | |
) | |
restart.click(restart_game, game_state, [chatbot, game_state], queue=False) | |
demo.launch() | |