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Update app.py
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app.py
CHANGED
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@@ -1,27 +1,214 @@
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import gradio as gr
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from transformers import pipeline
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response = chatbot(prompt, max_new_tokens=100)[0]['generated_text']
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return response.split("Assistant:")[-1].strip()
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import gradio as gr
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from transformers import pipeline
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import whisper
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# Load Qwen model
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chatbot = pipeline(
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"text-generation",
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model="Qwen/Qwen2.5-0.5B-Instruct",
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trust_remote_code=True
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)
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# Load Whisper model
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whisper_model = whisper.load_model("base")
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def transcribe_audio(audio_file):
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"""Convert speech to text using Whisper"""
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if audio_file is None:
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return ""
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try:
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result = whisper_model.transcribe(audio_file)
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return result["text"].strip()
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except Exception as e:
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print(f"Transcription error: {e}")
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return ""
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def get_ai_response(message):
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"""Get response from Qwen model"""
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try:
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prompt = f"Human: {message}\nAssistant:"
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response = chatbot(
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prompt,
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max_new_tokens=150,
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temperature=0.7,
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do_sample=True
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)
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full_text = response[0]['generated_text']
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assistant_response = full_text.split("Assistant:")[-1].strip()
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return assistant_response if assistant_response else "I'm thinking..."
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except Exception as e:
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return f"Error: {str(e)[:100]}"
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def process_voice_input(audio, chat_history):
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"""Process voice input - FIXED message format"""
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if audio is None:
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return chat_history, "", None
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# Transcribe audio to text
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text = transcribe_audio(audio)
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if not text:
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# CORRECT FORMAT: list of dicts
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chat_history.append({"role": "user", "content": "Voice input"})
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chat_history.append({"role": "assistant", "content": "Sorry, I couldn't understand the audio."})
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return chat_history, "", None
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# Get AI response
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response = get_ai_response(text)
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# CORRECT FORMAT: list of dicts
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chat_history.append({"role": "user", "content": f"🎤 {text}"})
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chat_history.append({"role": "assistant", "content": response})
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return chat_history, "", None
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def process_text_input(text, chat_history):
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"""Process text input - FIXED message format"""
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if not text.strip():
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return chat_history, ""
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# Get AI response
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response = get_ai_response(text)
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# CORRECT FORMAT: list of dicts
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chat_history.append({"role": "user", "content": text})
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chat_history.append({"role": "assistant", "content": response})
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return chat_history, ""
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def clear_chat():
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"""Clear chat history"""
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return [], []
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def set_voice_mode():
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"""Set voice mode status"""
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return "**Status:** Voice mode active - Click microphone to speak"
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def set_text_mode():
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"""Set text mode status"""
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return "**Status:** Text mode active - Type your message"
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# Create the interface
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with gr.Blocks(fill_height=True) as demo:
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# Simple background animation
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gr.HTML("""
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<div style="position:fixed; top:0; left:0; width:100vw; height:100vh;
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background: linear-gradient(45deg, #0a0a0f, #1a1a2e);
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z-index:-1;">
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</div>
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""")
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# Main content
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with gr.Column(elem_id="main-content"):
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gr.Markdown("# 🎤 Voice-Enabled AI Assistant")
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gr.Markdown("Talk to the AI using your voice or type your message")
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# Chat display
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chatbot_display = gr.Chatbot(
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label="Conversation",
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height=400
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)
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# Voice input section
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with gr.Row():
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with gr.Column(scale=1):
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audio_input = gr.Audio(
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sources=["microphone"],
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type="filepath",
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label="🎤 Speak your message",
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interactive=True
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)
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with gr.Column(scale=1):
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gr.Markdown("### Or type your message:")
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text_input = gr.Textbox(
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label="Type here",
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placeholder="Type your message...",
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lines=2
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)
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text_submit = gr.Button("Send Text", variant="primary")
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# Control buttons
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with gr.Row():
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clear_btn = gr.Button("Clear Chat", variant="secondary")
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voice_mode_btn = gr.Button("🎤 Voice Mode", variant="primary")
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text_mode_btn = gr.Button("📝 Text Mode", variant="secondary")
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# Status indicator
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status = gr.Markdown("**Status:** Ready - Click microphone or type to chat")
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# State - initialize with welcome message
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chat_history = gr.State([
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{"role": "assistant", "content": "Hello! I'm your AI assistant. Speak into the microphone or type your message."}
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])
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# Event handlers
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# Voice input
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audio_input.stop_recording(
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fn=process_voice_input,
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inputs=[audio_input, chat_history],
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outputs=[chatbot_display, text_input, audio_input]
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)
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# Text input via button
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text_submit.click(
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fn=process_text_input,
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inputs=[text_input, chat_history],
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outputs=[chatbot_display, text_input]
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)
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# Text input via Enter key
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text_input.submit(
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fn=process_text_input,
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inputs=[text_input, chat_history],
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outputs=[chatbot_display, text_input]
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)
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# Clear chat
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clear_btn.click(
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fn=clear_chat,
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outputs=[chatbot_display, chat_history]
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)
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# Mode buttons
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voice_mode_btn.click(
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fn=set_voice_mode,
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outputs=[status]
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)
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text_mode_btn.click(
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fn=set_text_mode,
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outputs=[status]
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)
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# Launch the app
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if __name__ == "__main__":
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demo.launch(
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server_name="0.0.0.0",
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server_port=7860,
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share=False,
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theme=gr.themes.Soft(),
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css="""
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#main-content {
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background: rgba(15, 15, 25, 0.85);
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backdrop-filter: blur(10px);
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padding: 30px;
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border-radius: 20px;
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border: 1px solid rgba(255, 255, 255, 0.1);
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max-width: 800px;
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margin: 50px auto;
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box-shadow: 0 20px 40px rgba(0, 0, 0, 0.3);
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}
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.gradio-container {
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background: transparent !important;
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min-height: 100vh !important;
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}
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"""
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