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Update app.py
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app.py
CHANGED
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@@ -84,4 +84,140 @@ def obtener_respuesta(pregunta, modelo="gpt-4", temperatura=0.5):
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def text_to_speech(text):
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client = texttospeech.TextToSpeechClient()
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synthesis_input = texttospeech.SynthesisInput(text=text)
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voice = texttospeech.
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def text_to_speech(text):
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client = texttospeech.TextToSpeechClient()
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synthesis_input = texttospeech.SynthesisInput(text=text)
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voice = texttospeech.VoiceSelectionParams(language_code="es-ES", ssml_gender=texttospeech.SsmlVoiceGender.NEUTRAL)
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audio_config = texttospeech.AudioConfig(audio_encoding=texttospeech.AudioEncoding.MP3)
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response = client.synthesize_speech(input=synthesis_input, voice=voice, audio_config=audio_config)
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audio_path = tempfile.NamedTemporaryFile(delete=False, suffix=".mp3").name
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with open(audio_path, "wb") as out:
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out.write(response.audio_content)
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return audio_path
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# Clase para procesar audio
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class AudioProcessor(AudioProcessorBase):
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def __init__(self):
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self.audio_bytes = b''
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def recv(self, frame):
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self.audio_bytes += frame.to_ndarray().tobytes()
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return frame
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# Función para transcribir audio a texto usando Google Cloud Speech-to-Text
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def transcribir_audio(audio_bytes):
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client = speech.SpeechClient()
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audio = speech.RecognitionAudio(content=audio_bytes)
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config = speech.RecognitionConfig(
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encoding=speech.RecognitionConfig.AudioEncoding.LINEAR16,
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sample_rate_hertz=16000,
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language_code="es-ES",
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)
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response = client.recognize(config=config, audio=audio)
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for result in response.results:
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return result.alternatives[0].transcript
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return ""
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# Configuración de Streamlit
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st.set_page_config(page_title="Asistente Teológico", page_icon="📖")
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# Estilos CSS personalizados
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st.markdown(
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"""
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<style>
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body {
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background: #f2f3f5;
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color: #333;
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}
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.stButton>button {
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background-color: #4CAF50;
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color: white;
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border-radius: 10px;
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}
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.stTextInput>div>div>input {
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border: 1px solid #4CAF50;
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border-radius: 10px;
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}
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.stMarkdown>div>p {
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color: #4CAF50;
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font-weight: bold;
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}
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.stAudio {
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margin-top: 20px;
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border: 2px solid #4CAF50;
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border-radius: 10px;
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}
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.stFileUploader>div>div>input {
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border: 1px solid #4CAF50;
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border-radius: 10px;
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}
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</style>
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""",
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unsafe_allow_html=True,
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)
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# Encabezado
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st.image("biblia.jpg")
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st.title("📖 Asistente Teológico - BOTIDINAMIX AI")
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st.markdown("Bienvenido al Asistente Teológico, donde puedes preguntar sobre interpretaciones y reflexiones bíblicas.")
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# Chat
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st.subheader("🗣️ Chat con el Asistente")
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if 'mensajes' not in st.session_state:
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st.session_state.mensajes = []
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for mensaje in st.session_state.mensajes:
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with st.chat_message(mensaje["role"]):
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st.markdown(mensaje["content"])
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pregunta_usuario = st.text_input("Escribe tu pregunta sobre la Biblia:")
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if st.button("Enviar"):
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if pregunta_usuario:
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st.session_state.mensajes.append({"role": "user", "content": pregunta_usuario, "timestamp": time.time()})
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with st.chat_message("user"):
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st.markdown(pregunta_usuario)
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with st.spinner("Generando respuesta..."):
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respuesta = obtener_respuesta(pregunta_usuario)
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st.session_state.mensajes.append({"role": "assistant", "content": respuesta, "timestamp": time.time()})
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with st.chat_message("assistant"):
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st.markdown(respuesta)
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# Convertir texto a voz
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audio_path = text_to_speech(respuesta)
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st.audio(audio_path, format="audio/mp3", start_time=0)
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else:
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st.warning("Por favor, ingresa una pregunta antes de enviar.")
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# Gestión de pedidos
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st.subheader("📋 Gestión de Pedidos")
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menu_csv_path = "menu.csv" # Ruta al archivo CSV del menú
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if 'pedidos' not in st.session_state:
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st.session_state.pedidos = []
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pedido_agent = PedidoAgent(menu_csv_path)
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calculo_pedido_agent = CalculoPedidoAgent()
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pedido_agent.realizar_pedido(st.session_state)
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calculo_pedido_agent.calcular_total(st.session_state)
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# Captura de audio y transcripción
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st.subheader("🎤 Captura de voz y transcripción")
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if st.button("Grabar 🎙️"):
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webrtc_ctx = webrtc_streamer(
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key="example",
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mode=WebRtcMode.SENDONLY,
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audio_receiver_size=256,
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rtc_configuration={"iceServers": [{"urls": ["stun:stun.l.google.com:19302"]}]},
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media_stream_constraints={"audio": True},
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audio_processor_factory=AudioProcessor,
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)
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if webrtc_ctx.audio_receiver:
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audio_frames = webrtc_ctx.audio_receiver.get_frames(timeout=1)
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for audio_frame in audio_frames:
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audio_bytes = audio_frame.to_ndarray().tobytes()
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transcripcion = transcribir_audio(audio_bytes)
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if transcripcion:
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st.session_state.mensajes.append({"role": "user", "content": transcripcion, "timestamp": time.time()})
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with st.chat_message("user"):
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st.markdown(transcripcion)
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break # Solo capturamos una vez por grabación
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