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import gradio as gr | |
from asr_openai import AutomaticSpeechRecognition | |
from tts_elevenlabs import ElevenLabsTTS | |
from falcon_7b_llm import Falcon_7b_llm | |
import logging | |
import os | |
logging.basicConfig(level=logging.INFO) | |
def delete_files_in_folder(folder_path): | |
for filename in os.listdir(folder_path): | |
file_path = os.path.join(folder_path, filename) | |
# Check if it's a file (and not a directory) | |
if os.path.isfile(file_path): | |
os.remove(file_path) | |
def generate_response(input_audio): | |
sentence = asr.run_transcription(input_audio) | |
# sentence = 'how are you?' | |
print(sentence) | |
llm_response = llm.get_llm_response(sentence['text']) | |
output_audio = tts.tts_generate_audio(llm_response) | |
# output_audio = tts.tts_generate_audio(sentence) | |
chatbot_history.append(((input_audio,), (output_audio,))) | |
return chatbot_history | |
delete_files_in_folder('data//tts_responses') | |
title = "<h1 style='text-align: center; color: #ffffff; font-size: 40px;'> 🦅 Falcon Barista" | |
asr = AutomaticSpeechRecognition() | |
tts = ElevenLabsTTS() | |
llm = Falcon_7b_llm() | |
chatbot_history = [] | |
def restart_chat(): | |
delete_files_in_folder('data//tts_responses') | |
global chatbot_history | |
chatbot_history = [] | |
tts.restart_state() | |
llm.restart_state() | |
return chatbot_history | |
with gr.Blocks() as demo: | |
gr.Markdown(title) | |
with gr.Row(): | |
gr.Image('data//falcon.png', label="Look how cute is Falcon Barista") | |
with gr.Column(): | |
chatbot = gr.Chatbot(label='Chat with Falcon Barista', avatar_images=('data//user_avatar_logo.png','data//falcon_logo_transparent.png')) | |
with gr.Row(): | |
mic = gr.Audio(source="microphone", type='filepath', scale=3) | |
mic.stop_recording(generate_response, mic, chatbot) | |
restart_btn = gr.Button(value="Restart Chat", scale=1) | |
restart_btn.click(restart_chat, outputs=[chatbot]) | |
if __name__ == "__main__": | |
demo.launch() |