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# coding=utf8 | |
from gpt_index import SimpleDirectoryReader, GPTListIndex, GPTSimpleVectorIndex, LLMPredictor, PromptHelper | |
from langchain import OpenAI | |
import gradio as gr | |
import random | |
import time | |
import sys | |
import os | |
from transformers import pipeline | |
p = pipeline("automatic-speech-recognition") | |
os.environ["OPENAI_API_KEY"] = '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' | |
css = """ | |
#component-2 {position: absolute; bottom: 0; width: 100%; | |
} | |
.app.svelte-ac4rv4>.main.svelte-ac4rv4 { | |
display: flex; | |
flex-grow: 1; | |
flex-direction: column; | |
background-image: url(https://i.ibb.co/xj8R4r3/background-vertical.png); | |
} | |
div.svelte-1frtwj3 { | |
display: inline-flex; | |
align-items: center;} | |
div.float.svelte-1frtwj3 { | |
position: absolute; | |
opacity: 0; | |
top: var(--block-label-margin); | |
left: var(--block-label-margin);} | |
.wrap.svelte-6roggh.svelte-6roggh { | |
adding: var(--block-padding); | |
height: 100%; | |
max-height: 800px; | |
overflow-y: auto; | |
} | |
.bot.svelte-6roggh.svelte-6roggh, .pending.svelte-6roggh.svelte-6roggh { | |
border-color: var(--border-color-accent); | |
background-color: var(--color-accent-soft); | |
color: white; | |
font-family: initial; | |
font-style: italic; | |
font: message-box; | |
font-weight: bold; | |
} | |
div.svelte-1frtwj3 { | |
display: inline-flex; | |
align-items: center; | |
z-index: var(--layer-2); | |
box-shadow: var(--block-shadow); | |
border: var(--block-label-border-width) solid #ffffff; | |
border-top: none; | |
border-left: none; | |
border-radius: var(--block-label-radius); | |
background: #eff6ff; | |
padding: var(--block-label-padding); | |
pointer-events: none; | |
color: var(--block-label-text-color); | |
font-weight: var(--block-label-text-weight); | |
width: 100%; | |
line-height: var(--line-sm); | |
} | |
div.svelte-awbtu4 { | |
display: flex; | |
flex-direction: inherit; | |
flex-wrap: wrap; | |
gap: var(--form-gap-width); | |
box-shadow: var(--block-shadow); | |
border: var(--block-border-width) solid #5f0000; | |
border-radius: var(--radius-lg); | |
background: #ffffff; | |
overflow: hidden; | |
position: fixed; | |
bottom: 0; | |
margin-left: -16px; | |
} | |
img.svelte-ms5bsk { | |
width: var(--size-full); | |
height: 90px; | |
object-fit: contain; | |
} | |
.app.svelte-ac4rv4.svelte-ac4rv4 { | |
max-width: none; | |
background-color: #ffffff; | |
} | |
.app.svelte-ac4rv4.svelte-ac4rv4{max-width:none} | |
.wrap.svelte-1o68geq.svelte-1o68geq {max-height: none} | |
.block.svelte-mppz8v { | |
position: relative; | |
margin: 0; | |
box-shadow: var(--block-shadow); | |
border-width: var(--block-border-width); | |
border-color: white; | |
border-radius: var(--block-radius); | |
background: white; | |
width: 100%; | |
line-height: var(--line-sm); | |
} | |
div.bot.svelte-6roggh.svelte-6roggh { | |
background: #D9A13D; | |
} | |
div.bot.svelte-17nzccn.svelte-17nzccn { | |
background: #D9A13D; | |
} | |
div.user.svelte-6roggh.svelte-6roggh { | |
background: #5F0000; | |
color: white; | |
} | |
div.user.svelte-17nzccn.svelte-17nzccn { | |
background: #5F0000; | |
} | |
""" | |
def transcribe(audio): | |
text = p(audio)["text"] | |
return text | |
def construct_index(directory_path): | |
max_input_size = 100000000 | |
num_outputs = 1000000000 | |
max_chunk_overlap = 200000000 | |
chunk_size_limit = 6000000000 | |
prompt_helper = PromptHelper(max_input_size, num_outputs, max_chunk_overlap, chunk_size_limit=chunk_size_limit) | |
llm_predictor = LLMPredictor(llm=OpenAI(temperature=0.0, model_name="text-davinci-003", max_tokens=num_outputs)) | |
documents = SimpleDirectoryReader(directory_path).load_data() | |
index = GPTSimpleVectorIndex.from_documents(documents) | |
index.save_to_disk('index.json') | |
return index | |
def chatbot(input_text): | |
index = GPTSimpleVectorIndex.load_from_disk('index.json') | |
response = index.query(input_text) | |
return str(response.response) | |
with gr.Blocks(css=css) as demo: | |
realPath = str(os.path.dirname(os.path.realpath(__file__))) | |
img1 = gr.Image("images/1024x150_cabeçalho.hippo.png", elem_classes=".img.svelte-ms5bsk", elem_id="img.svelte-ms5bsk").style(container=False) | |
gpt = gr.Chatbot(label = ".", elem_classes=".wrap.svelte-1o68geq.svelte-1o68geq", elem_id="chatbot").style(container=True) | |
msg = gr.Textbox(elem_id="div.svelte-awbtu4",elem_classes="textBoxBot", show_label=False, | |
placeholder="Bem vindo ao Hippo Supermercados, em que posso ajuda-lo?", | |
).style(container=False) | |
#clear = gr.Button("Limpar Conversa") | |
# gr.Audio(source="microphone", type="filepath",label="ESTÁ COM DIFICULDADES EM ESCREVER? CLIQUE E ME DIGA O QUE DESEJA") | |
def respond(message, chat_history): | |
chat_history.append((message, chatbot(message))) | |
time.sleep(1) | |
vetor = [] | |
realPath = str(os.path.dirname(os.path.realpath(__file__))) | |
if str(message).upper()=="OLA" or str(message).upper()=="OLÁ" or str(message).upper()=="OI": | |
vetor = vetor + [((realPath + "\\images\\hippo-apresentacao.mp4",), "")] | |
elif str(message).upper() == "VINHO CASA DEL RONCO PINOT GRIGIO" : | |
vetor = vetor + [((realPath + "\\images\\casa-del-ronco-branco.png",), "")] | |
elif str(message).upper() == "SURVIVOR CHENIN BLANC" : | |
vetor = vetor + [((realPath + "\\images\\survivor-branco.png",), "")] | |
vetor = vetor + [((realPath + "\\images\\survivor.mp4",), "")] | |
elif str(message).upper() == "VINHO PORTO NOVA VERDE" : | |
vetor = vetor + [((realPath + "\\images\\porta-nova-branco.jpg",), "")] | |
vetor = vetor + [((realPath + "\\images\\porta-nova-verde.mp4",), "")] | |
elif str(message).upper() == "VINHO QUINTA DO PINTO ARINTO BRANCO" : | |
vetor = vetor + [((realPath + "\\images\\quinta-pinto-arinto-branco.png",), "")] | |
elif str(message).upper() == "VINHO 1492 CHARDONNAY" : | |
vetor = vetor + [((realPath + "\\images\\chardonay-branco.jpg",), "")] | |
elif str(message).upper() == "ME SUGIRA UM VINHO TINTO BOM COM QUEIJO" : | |
vetor = vetor + [((realPath + "\\images\\TNT-CABERNET.png",), "")] | |
vetor = vetor + [((realPath + "\\images\\vinho-queijo.mp4",), "")] | |
elif str(message).upper() == "VINHO BOM COM CHOCOLATE" : | |
vetor = vetor + [((realPath + "\\images\\TNT-CABERNET.png",), "")] | |
elif str(message).upper() == "VINHO BOM COM PEIXE" : | |
vetor = vetor + [((realPath + "\\images\\luson-branco.png",), "")] | |
vetor = vetor + [((realPath + "\\images\\vinho-peixe.mp4",), "")] | |
elif str(message).upper() == "VINHAS DO LASSO COLHEITA SELECIONADA" : | |
vetor = vetor + [((realPath + "\\images\\lasso-colheita-rose.png",), "")] | |
elif str(message).upper() == "DOM CAMPOS MOSCATEL" : | |
vetor = vetor + [((realPath + "\\images\\dom-campos-rose.png",), "")] | |
elif str(message).upper() == "BECAS ROSE MEIO SECO" : | |
vetor = vetor + [((realPath + "\\images\\becas-rose.png",), "")] | |
elif str(message).upper() == "PORTA DA RAVESSA" : | |
vetor = vetor + [((realPath + "\\images\\luson-branco.png",), "")] | |
return "", chat_history+vetor | |
# clear.click(lambda:None, None, gpt, queue=False,) | |
msg.submit(respond, [msg, gpt], [msg,gpt]) | |
index = construct_index("docs") | |
demo.launch() | |