Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
|
@@ -1,214 +1,32 @@
|
|
| 1 |
import gradio as gr
|
| 2 |
from transformers import pipeline
|
| 3 |
-
import whisper
|
| 4 |
|
| 5 |
-
|
| 6 |
-
chatbot = pipeline(
|
| 7 |
-
"text-generation",
|
| 8 |
-
model="Qwen/Qwen2.5-0.5B-Instruct",
|
| 9 |
-
trust_remote_code=True
|
| 10 |
-
)
|
| 11 |
|
| 12 |
-
|
| 13 |
-
|
| 14 |
-
|
| 15 |
-
|
| 16 |
-
|
| 17 |
-
if audio_file is None:
|
| 18 |
-
return ""
|
| 19 |
-
|
| 20 |
-
try:
|
| 21 |
-
result = whisper_model.transcribe(audio_file)
|
| 22 |
-
return result["text"].strip()
|
| 23 |
-
except Exception as e:
|
| 24 |
-
print(f"Transcription error: {e}")
|
| 25 |
-
return ""
|
| 26 |
-
|
| 27 |
-
def get_ai_response(message):
|
| 28 |
-
"""Get response from Qwen model"""
|
| 29 |
-
try:
|
| 30 |
-
prompt = f"Human: {message}\nAssistant:"
|
| 31 |
-
|
| 32 |
-
response = chatbot(
|
| 33 |
-
prompt,
|
| 34 |
-
max_new_tokens=150,
|
| 35 |
-
temperature=0.7,
|
| 36 |
-
do_sample=True
|
| 37 |
-
)
|
| 38 |
-
|
| 39 |
-
full_text = response[0]['generated_text']
|
| 40 |
-
assistant_response = full_text.split("Assistant:")[-1].strip()
|
| 41 |
-
|
| 42 |
-
return assistant_response if assistant_response else "I'm thinking..."
|
| 43 |
-
|
| 44 |
-
except Exception as e:
|
| 45 |
-
return f"Error: {str(e)[:100]}"
|
| 46 |
-
|
| 47 |
-
def process_voice_input(audio, chat_history):
|
| 48 |
-
"""Process voice input - FIXED message format"""
|
| 49 |
-
if audio is None:
|
| 50 |
-
return chat_history, "", None
|
| 51 |
-
|
| 52 |
-
# Transcribe audio to text
|
| 53 |
-
text = transcribe_audio(audio)
|
| 54 |
-
|
| 55 |
-
if not text:
|
| 56 |
-
# CORRECT FORMAT: list of dicts
|
| 57 |
-
chat_history.append({"role": "user", "content": "Voice input"})
|
| 58 |
-
chat_history.append({"role": "assistant", "content": "Sorry, I couldn't understand the audio."})
|
| 59 |
-
return chat_history, "", None
|
| 60 |
-
|
| 61 |
-
# Get AI response
|
| 62 |
-
response = get_ai_response(text)
|
| 63 |
|
| 64 |
-
|
| 65 |
-
chat_history.append({"role": "user", "content": f"🎤 {text}"})
|
| 66 |
-
chat_history.append({"role": "assistant", "content": response})
|
| 67 |
|
| 68 |
-
|
|
|
|
| 69 |
|
| 70 |
-
|
| 71 |
-
|
| 72 |
-
|
| 73 |
-
return chat_history, ""
|
| 74 |
|
| 75 |
-
#
|
| 76 |
-
|
| 77 |
-
|
| 78 |
-
|
| 79 |
-
|
| 80 |
-
chat_history.append({"role": "assistant", "content": response})
|
| 81 |
-
|
| 82 |
-
return chat_history, ""
|
| 83 |
-
|
| 84 |
-
def clear_chat():
|
| 85 |
-
"""Clear chat history"""
|
| 86 |
-
return [], []
|
| 87 |
-
|
| 88 |
-
def set_voice_mode():
|
| 89 |
-
"""Set voice mode status"""
|
| 90 |
-
return "**Status:** Voice mode active - Click microphone to speak"
|
| 91 |
-
|
| 92 |
-
def set_text_mode():
|
| 93 |
-
"""Set text mode status"""
|
| 94 |
-
return "**Status:** Text mode active - Type your message"
|
| 95 |
-
|
| 96 |
-
# Create the interface
|
| 97 |
-
with gr.Blocks(fill_height=True) as demo:
|
| 98 |
-
|
| 99 |
-
# Simple background animation
|
| 100 |
-
gr.HTML("""
|
| 101 |
-
<div style="position:fixed; top:0; left:0; width:100vw; height:100vh;
|
| 102 |
-
background: linear-gradient(45deg, #0a0a0f, #1a1a2e);
|
| 103 |
-
z-index:-1;">
|
| 104 |
-
</div>
|
| 105 |
-
""")
|
| 106 |
-
|
| 107 |
-
# Main content
|
| 108 |
-
with gr.Column(elem_id="main-content"):
|
| 109 |
-
gr.Markdown("# 🎤 Voice-Enabled AI Assistant")
|
| 110 |
-
gr.Markdown("Talk to the AI using your voice or type your message")
|
| 111 |
-
|
| 112 |
-
# Chat display
|
| 113 |
-
chatbot_display = gr.Chatbot(
|
| 114 |
-
label="Conversation",
|
| 115 |
-
height=400
|
| 116 |
-
)
|
| 117 |
-
|
| 118 |
-
# Voice input section
|
| 119 |
-
with gr.Row():
|
| 120 |
-
with gr.Column(scale=1):
|
| 121 |
-
audio_input = gr.Audio(
|
| 122 |
-
sources=["microphone"],
|
| 123 |
-
type="filepath",
|
| 124 |
-
label="🎤 Speak your message",
|
| 125 |
-
interactive=True
|
| 126 |
-
)
|
| 127 |
-
|
| 128 |
-
with gr.Column(scale=1):
|
| 129 |
-
gr.Markdown("### Or type your message:")
|
| 130 |
-
text_input = gr.Textbox(
|
| 131 |
-
label="Type here",
|
| 132 |
-
placeholder="Type your message...",
|
| 133 |
-
lines=2
|
| 134 |
-
)
|
| 135 |
-
text_submit = gr.Button("Send Text", variant="primary")
|
| 136 |
-
|
| 137 |
-
# Control buttons
|
| 138 |
-
with gr.Row():
|
| 139 |
-
clear_btn = gr.Button("Clear Chat", variant="secondary")
|
| 140 |
-
voice_mode_btn = gr.Button("🎤 Voice Mode", variant="primary")
|
| 141 |
-
text_mode_btn = gr.Button("📝 Text Mode", variant="secondary")
|
| 142 |
-
|
| 143 |
-
# Status indicator
|
| 144 |
-
status = gr.Markdown("**Status:** Ready - Click microphone or type to chat")
|
| 145 |
-
|
| 146 |
-
# State - initialize with welcome message
|
| 147 |
-
chat_history = gr.State([
|
| 148 |
-
{"role": "assistant", "content": "Hello! I'm your AI assistant. Speak into the microphone or type your message."}
|
| 149 |
-
])
|
| 150 |
-
|
| 151 |
-
# Event handlers
|
| 152 |
-
# Voice input
|
| 153 |
-
audio_input.stop_recording(
|
| 154 |
-
fn=process_voice_input,
|
| 155 |
-
inputs=[audio_input, chat_history],
|
| 156 |
-
outputs=[chatbot_display, text_input, audio_input]
|
| 157 |
-
)
|
| 158 |
-
|
| 159 |
-
# Text input via button
|
| 160 |
-
text_submit.click(
|
| 161 |
-
fn=process_text_input,
|
| 162 |
-
inputs=[text_input, chat_history],
|
| 163 |
-
outputs=[chatbot_display, text_input]
|
| 164 |
-
)
|
| 165 |
-
|
| 166 |
-
# Text input via Enter key
|
| 167 |
-
text_input.submit(
|
| 168 |
-
fn=process_text_input,
|
| 169 |
-
inputs=[text_input, chat_history],
|
| 170 |
-
outputs=[chatbot_display, text_input]
|
| 171 |
-
)
|
| 172 |
-
|
| 173 |
-
# Clear chat
|
| 174 |
-
clear_btn.click(
|
| 175 |
-
fn=clear_chat,
|
| 176 |
-
outputs=[chatbot_display, chat_history]
|
| 177 |
)
|
| 178 |
|
| 179 |
-
#
|
| 180 |
-
|
| 181 |
-
|
| 182 |
-
outputs=[status]
|
| 183 |
-
)
|
| 184 |
-
|
| 185 |
-
text_mode_btn.click(
|
| 186 |
-
fn=set_text_mode,
|
| 187 |
-
outputs=[status]
|
| 188 |
-
)
|
| 189 |
|
| 190 |
-
|
| 191 |
-
if __name__ == "__main__":
|
| 192 |
-
demo.launch(
|
| 193 |
-
server_name="0.0.0.0",
|
| 194 |
-
server_port=7860,
|
| 195 |
-
share=False,
|
| 196 |
-
theme=gr.themes.Soft(),
|
| 197 |
-
css="""
|
| 198 |
-
#main-content {
|
| 199 |
-
background: rgba(15, 15, 25, 0.85);
|
| 200 |
-
backdrop-filter: blur(10px);
|
| 201 |
-
padding: 30px;
|
| 202 |
-
border-radius: 20px;
|
| 203 |
-
border: 1px solid rgba(255, 255, 255, 0.1);
|
| 204 |
-
max-width: 800px;
|
| 205 |
-
margin: 50px auto;
|
| 206 |
-
box-shadow: 0 20px 40px rgba(0, 0, 0, 0.3);
|
| 207 |
-
}
|
| 208 |
-
|
| 209 |
-
.gradio-container {
|
| 210 |
-
background: transparent !important;
|
| 211 |
-
min-height: 100vh !important;
|
| 212 |
-
}
|
| 213 |
-
"""
|
| 214 |
-
)
|
|
|
|
| 1 |
import gradio as gr
|
| 2 |
from transformers import pipeline
|
|
|
|
| 3 |
|
| 4 |
+
chatbot = pipeline("text-generation", model="Qwen/Qwen2.5-0.5B-Instruct", trust_remote_code=True)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 5 |
|
| 6 |
+
def respond(message, history):
|
| 7 |
+
"""Simplified response function"""
|
| 8 |
+
prompt = ""
|
| 9 |
+
for msg in history:
|
| 10 |
+
prompt += f"{msg['role'].capitalize()}: {msg['content']}\n"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 11 |
|
| 12 |
+
prompt += f"Human: {message}\nAssistant:"
|
|
|
|
|
|
|
| 13 |
|
| 14 |
+
response = chatbot(prompt, max_new_tokens=100)[0]['generated_text']
|
| 15 |
+
return response.split("Assistant:")[-1].strip()
|
| 16 |
|
| 17 |
+
# Simple interface with voice
|
| 18 |
+
with gr.Blocks() as demo:
|
| 19 |
+
gr.Markdown("# 🎤 Voice AI Assistant")
|
|
|
|
| 20 |
|
| 21 |
+
# Chat interface
|
| 22 |
+
chat_interface = gr.ChatInterface(
|
| 23 |
+
fn=respond,
|
| 24 |
+
title="AI Chat",
|
| 25 |
+
description="Type or use voice input"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 26 |
)
|
| 27 |
|
| 28 |
+
# Add voice input
|
| 29 |
+
with gr.Row():
|
| 30 |
+
audio = gr.Audio(sources=["microphone"], type="filepath", label="Voice Input")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 31 |
|
| 32 |
+
demo.launch()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|