import PySimpleGUI as sg from chatterbot import ChatBot import chatterbot.utils ''' Demo_Chatterbot.py A GUI wrapped arouind the Chatterbot package. The GUI is used to show progress bars during the training process and to collect user input that is sent to the chatbot. The reply is displayed in the GUI window ''' # Create the 'Trainer GUI' # The Trainer GUI consists of a lot of progress bars stacked on top of each other sg.ChangeLookAndFeel('GreenTan') MAX_PROG_BARS = 20 # number of training sessions bars = [] texts = [] training_layout = [[sg.T('TRAINING PROGRESS', size=(20, 1), font=('Helvetica', 17))], ] for i in range(MAX_PROG_BARS): bars.append(sg.ProgressBar(100, size=(30, 4))) texts.append(sg.T(' ' * 20, size=(20, 1), justification='right')) training_layout += [[texts[i], bars[i]],] # add a single row training_form = sg.FlexForm('Training') training_form.Layout(training_layout) current_bar = 0 # callback function for training runs def print_progress_bar(description, iteration_counter, total_items, progress_bar_length=20): global current_bar global bars global texts global training_form # update the form and the bars button, values = training_form.ReadNonBlocking() if button is None and values is None: # if user closed the form on us, exit exit(69) if bars[current_bar].UpdateBar(iteration_counter, max=total_items) is False: exit(69) texts[current_bar].Update(description) # show the training dataset name if iteration_counter == total_items: current_bar += 1 # redefine the chatbot text based progress bar with a graphical one chatterbot.utils.print_progress_bar = print_progress_bar chatbot = ChatBot('Ron Obvious', trainer='chatterbot.trainers.ChatterBotCorpusTrainer') # Train based on the english corpus chatbot.train("chatterbot.corpus.english") ################# GUI ################# with sg.FlexForm('Chat Window', auto_size_text=True, default_element_size=(30, 2)) as form: layout = [[sg.Output(size=(80, 20))], [sg.Multiline(size=(70, 5), enter_submits=True), sg.ReadFormButton('SEND', bind_return_key=True), sg.ReadFormButton('EXIT')]] form.Layout(layout) # ---===--- Loop taking in user input and using it to query HowDoI web oracle --- # while True: button, (value,) = form.Read() if button is not 'SEND': break string = value.rstrip() print(' '+string) # send the user input to chatbot to get a response response = chatbot.get_response(value.rstrip()) print(response)