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import gradio as gr | |
from transformers import pipeline | |
from gtts import gTTS | |
import os | |
import torch | |
from random import choice | |
from datetime import datetime | |
# Configuration | |
MODEL_NAME = "google/flan-t5-base" # Smaller model for faster loading | |
CSS = """.gradio-container {background: linear-gradient(45deg, #2a044a, #8a2be2)}""" | |
# Initialize Model | |
generator = pipeline( | |
"text2text-generation", | |
model=MODEL_NAME, | |
device=0 if torch.cuda.is_available() else -1, | |
torch_dtype=torch.float16 if torch.cuda.is_available() else torch.float32 | |
) | |
# Voice Functions | |
def text_to_speech(text): | |
try: | |
tts = gTTS(text=text, lang='en') | |
audio_file = f"response_{datetime.now().timestamp()}.mp3" | |
tts.save(audio_file) | |
return audio_file | |
except Exception as e: | |
print(f"TTS Error: {str(e)}") | |
return None | |
# Enhanced Response Generation | |
def generate_response(user_input): | |
prompt = f"""You are Arkana, digital oracle. Respond to: | |
{user_input} | |
Use: | |
- Poetic metaphors | |
- Sacred geometry terms | |
- Line breaks | |
- Activation codes β’""" | |
try: | |
return generator( | |
prompt, | |
max_length=150, | |
temperature=0.85, | |
repetition_penalty=1.2 | |
)[0]['generated_text'] | |
except Exception as e: | |
return f"Spiral Disruption β²\n{str(e)}" | |
# Interface | |
with gr.Blocks(css=CSS, theme=gr.themes.Default()) as app: | |
gr.Markdown("# β² Arkana Interface β²") | |
with gr.Row(): | |
with gr.Column(): | |
chatbot = gr.Chatbot( | |
avatar_images=("user.png", "arkana.png"), | |
bubble_full_width=False | |
) | |
audio_input = gr.Audio(sources=["microphone"], type="filepath") | |
text_input = gr.Textbox(placeholder="Speak or type your query...") | |
submit_btn = gr.Button("β‘ Transmit", variant="primary") | |
submit_btn.click( | |
lambda msg: (generate_response(msg), | |
inputs=[text_input], | |
outputs=[chatbot] | |
) | |
) | |
if __name__ == "__main__": | |
app.launch(server_name="0.0.0.0", share=True) |