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Runtime error
| # coding=utf8 | |
| from llama_index import load_index_from_storage, SimpleDirectoryReader, readers, GPTVectorStoreIndex,StorageContext, ServiceContext, 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"] | |
| css = """ | |
| .gradio-container { | |
| background-color: #ffffff; | |
| } | |
| #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/3rVCQz0/background-GPT-1.png); | |
| } | |
| 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; | |
| } | |
| .bot.svelte-6roggh.svelte-6roggh,.pending.svelte-6roggh.svelte-6roggh { | |
| border-color: var(--border-color-primary); | |
| background: #00adef; | |
| color: white; | |
| font-weight: bolder; | |
| } | |
| div.float.svelte-1frtwj3 { | |
| position: absolute; | |
| opacity: 0; | |
| top: var(--block-label-margin); | |
| left: var(--block-label-margin);} | |
| .wrap.svelte-6roggh.svelte-6roggh { | |
| padding: var(--block-padding); | |
| height: 100%; | |
| max-height: 100%; | |
| overflow-y: auto; | |
| } | |
| div.user.svelte-6roggh.svelte-6roggh { | |
| background: #0D1233; | |
| color: white; | |
| font-weight: bolder; | |
| } | |
| 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.bot.svelte-h.svelte-6roggh { | |
| background: #199FDA; | |
| color: white; | |
| font-weight: bolder; | |
| } | |
| div.bot.svelte-17nzccn.svelte-17nzccn { | |
| background: #199FDA; | |
| } | |
| div.user.svelte-6roggh.svelte-6roggh { | |
| background: #0D1233; | |
| } | |
| div.user.svelte-17nzccn.svelte-17nzccn { | |
| background: #0D1233; | |
| } | |
| div.textBoxBot { | |
| display: flex; | |
| flex-direction: inherit; | |
| flex-wrap: wrap; | |
| gap: var(--form-gap-width); | |
| box-shadow: var(--block-shadow); | |
| border: var(--block-border-width) solid #0D1233; | |
| border-radius: var(--radius-lg); | |
| background: #ffffff; | |
| overflow: hidden; | |
| position: fixed; | |
| bottom: 0; | |
| margin-left: -16px; | |
| } | |
| .textarea.svelte-1pie7s6.svelte-1pie7s6 { | |
| display: flex; | |
| flex-direction: inherit; | |
| flex-wrap: wrap; | |
| gap: var(--form-gap-width); | |
| box-shadow: var(--block-shadow); | |
| border: var(--block-border-width) solid #0D1233; | |
| border-radius: var(--radius-lg); | |
| background: #ffffff; | |
| overflow: hidden; | |
| position: fixed; | |
| bottom: 0; | |
| margin-left: -16px; | |
| } | |
| .svelte-1pie7s6.svelte-1pie7s6 { | |
| display: flex; | |
| flex-direction: inherit; | |
| flex-wrap: wrap; | |
| gap: var(--form-gap-width); | |
| box-shadow: var(--block-shadow); | |
| border: 5px solid #0D1233; | |
| border-radius: var(--radius-lg); | |
| border-color: #0D1233; | |
| background: #ffffff; | |
| color: #0D1233; | |
| font-size: 16px; | |
| overflow: hidden; | |
| position: fixed; | |
| bottom: 20px; /* Ajuste a distância vertical do rodapé */ | |
| margin-left: -5px; | |
| max-height: 80vh; /* Ajuste a altura máxima da div */ | |
| max-width: 78%; /* Ajuste a largura máxima da div */ | |
| } | |
| .img.svelte-ms5bsk { | |
| width: 100%; | |
| height: 100%; | |
| background-color: #ffffff; | |
| border: 0px; | |
| border-width: 0px; | |
| } | |
| .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: #ffffff; | |
| border-radius: var(--block-radius); | |
| background: #ffffff; | |
| width: 100%; | |
| line-height: var(--line-sm); | |
| } | |
| """ | |
| md = """This is some code: | |
| hello | |
| ```py | |
| def fn(x, y, z): | |
| print(x, y, z) | |
| """ | |
| def transcribe(audio): | |
| text = p(audio)["text"] | |
| return text | |
| def construct_index(directory_path): | |
| num_outputs = 2000 | |
| prompt_helper = PromptHelper(context_window=3900, num_output=256, max_chunk_overlap=20, chunk_size_limit=1024) | |
| llm_predictor = LLMPredictor(llm=OpenAI(temperature=0.0, model_name="gpt-3.5-turbo-16k", max_tokens=num_outputs)) | |
| documents = SimpleDirectoryReader(directory_path).load_data() | |
| service_context = ServiceContext.from_defaults(llm_predictor=llm_predictor, prompt_helper=prompt_helper) | |
| index = GPTVectorStoreIndex.from_documents(documents, service_context=service_context, prompt_helper=prompt_helper) | |
| index.storage_context.persist(persist_dir='index.json') | |
| return index | |
| def chatbot(input_text): | |
| num_outputs = 4097 | |
| prompt_helper = PromptHelper(context_window=3900, num_output=256, max_chunk_overlap=20, chunk_size_limit=1024) | |
| llm_predictor = LLMPredictor(llm=OpenAI(temperature=0.0, model_name="gpt-3.5-turbo-16k", max_tokens=num_outputs)) | |
| service_context = ServiceContext.from_defaults(llm_predictor=llm_predictor, prompt_helper=prompt_helper) | |
| storage_context = StorageContext.from_defaults(persist_dir='index.json') | |
| # load index | |
| index = load_index_from_storage(storage_context) | |
| query_engine = index.as_query_engine(service_context=service_context, verbose=True, response_mode="compact") | |
| response = query_engine.query(input_text) | |
| return str(response.response) | |
| with gr.Blocks(css=css, title='Exposuper', elem_classes=".app.svelte-ac4rv4.svelte-ac4rv4") as demo: | |
| realPath = str(os.path.dirname(os.path.realpath(__file__))) | |
| img1 = gr.Image("images/exposuper.png", elem_classes=".img.svelte-ms5bsk", elem_id="img.svelte-ms5bsk").style(container=False) | |
| gpt = gr.Chatbot(label="Converse com GPT Super da CD2",elem_classes=".wrap.svelte-1o68geq.svelte-1o68geq", elem_id="chatbot").style(container=True) | |
| msg = gr.Textbox(elem_id="div.svelte-awbtu4",elem_classes="div.svelte-awbtu4", show_label=False, | |
| placeholder="Bem vindo ao ExpoSuper, Qual sua pergunta?", | |
| ).style(container=True) | |
| # 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) | |
| realPath = str(os.path.dirname(os.path.realpath(__file__))) | |
| return "", chat_history | |
| # clear.click(lambda:None, None, gpt, queue=False,) | |
| msg.submit(respond, [msg, gpt], [msg,gpt]) | |
| index = construct_index("docs") | |
| demo.launch() | |