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import gradio as gr | |
from pydub import AudioSegment | |
from ailib import whisper_transcribe, summarize, nueva_ficha | |
import pandas as pd | |
def transcribe(audiofile): | |
#audio = AudioSegment.from_file(audiofile) | |
#open(filename, 'wb').write(audio) | |
consulta = whisper_transcribe(audiofile) | |
resumen_consulta = summarize(consulta) | |
resumen_historial = open('resumen.txt').read() | |
nueva = nueva_ficha(resumen_historial, resumen_consulta) | |
return consulta, resumen_consulta, nueva | |
def display_text(paciente): | |
resumen_historial = df[df.paciente==paciente]['Resumen'].iloc[0] | |
historial = df[df.paciente==paciente]['EHR'].iloc[0] | |
open('resumen.txt', 'w').write(resumen_historial) | |
return resumen_historial, historial | |
df = pd.read_csv('pacientes.csv') | |
pacientes = list(df['paciente'].unique()) # now contains PAC_ID | |
print('PAX:', pacientes, type(pacientes)) | |
pid_dict = dict(zip(df.paciente, df.pac_id)) | |
################################################ | |
gr.Markdown("**Demo CORFO**") | |
with gr.Blocks() as demo: | |
with gr.Row(): | |
audemo = gr.Interface( | |
transcribe, | |
gr.Audio(sources=["microphone"], type="filepath"), | |
["text","text","text"] # was simply "text", | |
) | |
with gr.Row(): | |
with gr.Column(scale=1): | |
radio = gr.Radio(choices=pacientes, | |
label="PACIENTE", value=pacientes[0], interactive=True) | |
with gr.Column(scale=4): | |
with gr.Row(): # historial+resumen | |
resumen_trans = gr.Markdown() | |
texto_nueva_ficha = gr.Markdown() | |
with gr.Row(): # historial+resumen | |
with gr.Accordion('Resumen Historial'): # use radio? | |
left_text = gr.Markdown() | |
with gr.Accordion('Historial'): | |
right_text = gr.Markdown() | |
radio.change(display_text, inputs=radio, | |
outputs=[left_text, right_text]) | |
demo.launch() |