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Browse files- .gitattributes +4 -0
- Dockerfile.txt +11 -0
- app.py +191 -0
- front_4.jpg +0 -0
- pdfs/Acceptable-Ways-to-separate-and-dispose-of-garbage-and-recyclables.pdf +3 -0
- pdfs/Advice-on-recycling-and-resource-recovery-FINAL-REPORT.pdf +3 -0
- pdfs/Guidance on municipal waste data collection.pdf +3 -0
- pdfs/mygov-999999999489028046.pdf +3 -0
- requirements.txt +12 -0
- theme.py +91 -0
.gitattributes
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@@ -33,3 +33,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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pdfs/Acceptable-Ways-to-separate-and-dispose-of-garbage-and-recyclables.pdf filter=lfs diff=lfs merge=lfs -text
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pdfs/Advice-on-recycling-and-resource-recovery-FINAL-REPORT.pdf filter=lfs diff=lfs merge=lfs -text
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pdfs/Guidance[[:space:]]on[[:space:]]municipal[[:space:]]waste[[:space:]]data[[:space:]]collection.pdf filter=lfs diff=lfs merge=lfs -text
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pdfs/mygov-999999999489028046.pdf filter=lfs diff=lfs merge=lfs -text
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Dockerfile.txt
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FROM python:3.10
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WORKDIR /code
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COPY ./requirements.txt /code/requirements.txt
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RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
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COPY . .
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CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]
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app.py
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import gradio as gr
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from transformers import pipeline, AutoModelForCausalLM, AutoTokenizer
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import torch
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import theme
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from huggingface_hub import from_pretrained_keras
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from tensorflow.keras.applications import EfficientNetB0
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import tensorflow as tf
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from tensorflow import keras
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from PIL import Image
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theme = theme.Theme()
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import os
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import sys
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sys.path.append('../..')
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#langchain
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from langchain.text_splitter import RecursiveCharacterTextSplitter, CharacterTextSplitter
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from langchain.embeddings import HuggingFaceEmbeddings
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from langchain.chains import RetrievalQA
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from langchain.schema import StrOutputParser
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from langchain.schema.runnable import Runnable
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from langchain.schema.runnable.config import RunnableConfig
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from langchain.chains import (
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LLMChain, ConversationalRetrievalChain)
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from langchain.vectorstores import Chroma
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from langchain.memory import ConversationBufferMemory
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from langchain.chains import LLMChain
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from langchain.prompts.chat import ChatPromptTemplate, SystemMessagePromptTemplate
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from langchain.prompts import SystemMessagePromptTemplate, HumanMessagePromptTemplate, ChatPromptTemplate
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from langchain.document_loaders import PyPDFDirectoryLoader
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from pydantic import BaseModel, Field
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from langchain.output_parsers import PydanticOutputParser
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from langchain_community.llms import HuggingFaceHub
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from langchain_community.document_loaders import WebBaseLoader
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import shutil
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custom_title = "<span style='color: rgb(243, 239, 224);'>Green Greta</span>"
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# Cell 1: Image Classification Model
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model1 = from_pretrained_keras("rocioadlc/efficientnetB0_trash")
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# Define class labels
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class_labels = ['cardboard', 'glass', 'metal', 'paper', 'plastic', 'trash']
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# Function to predict image label and score
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def predict_image(input):
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# Resize the image to the size expected by the model and convert to numpy array
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image_array = tf.keras.preprocessing.image.img_to_array(input.resize((244, 224))) # Cambiar el orden de las dimensiones
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# Normalize the image
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image_array = tf.keras.applications.efficientnet.preprocess_input(image_array)
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# Expand the dimensions to create a batch
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image_array = tf.expand_dims(image_array, 0)
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# Predict using the model
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predictions = model1.predict(image_array)
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category_scores = {}
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for i, class_label in enumerate(class_labels):
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category_scores[class_label] = predictions[0][i].item()
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return category_scores
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# Cell 2: ChatBot Model
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loader = WebBaseLoader(["https://www.epa.gov/recycle/frequent-questions-recycling", "https://www.whitehorsedc.gov.uk/vale-of-white-horse-district-council/recycling-rubbish-and-waste/lets-get-real-about-recycling/", "https://www.teimas.com/blog/13-preguntas-y-respuestas-sobre-la-ley-de-residuos-07-2022", "https://www.molok.com/es/blog/gestion-de-residuos-solidos-urbanos-rsu-10-dudas-comunes", "https://espanol.epa.gov/espanol/el-reciclaje#valelapena","https://espanol.epa.gov/espanol/preguntas-frecuentes-sobre-reciclado-de-plastico-y-elaboracion-de-abono-vegetal","https://espanol.epa.gov/espanol/consejo-del-dia-como-reciclo-mis","https://espanol.epa.gov/espanol/recursos-para-reciclar-dispositivos-electronicos","https://www.epa.gov/recycle/electronics-donation-and-recycling","https://reducereutilizarecicla.org/que-es-el-reciclaje/","https://reducereutilizarecicla.org/contenedores-de-reciclaje/", "https://reducereutilizarecicla.org/contenedores-de-reciclaje/contenedor-amarillo/","https://reducereutilizarecicla.org/contenedores-de-reciclaje/contenedor-azul/","https://reducereutilizarecicla.org/contenedores-de-reciclaje/contenedor-verde/","https://reducereutilizarecicla.org/contenedores-de-reciclaje/contenedor-marron-organico/","https://reducereutilizarecicla.org/contenedores-de-reciclaje/contenedor-gris-restos/","https://reducereutilizarecicla.org/contenedores-de-reciclaje/punto-limpio/", "https://reducereutilizarecicla.org/donde-tirar-auriculares/","https://reducereutilizarecicla.org/donde-tirar-sartenes/","https://reducereutilizarecicla.org/donde-tirar-aceite-usado/","https://reducereutilizarecicla.org/como-se-reciclan-los-envases-tipo-brik/","https://reducereutilizarecicla.org/los-envases-del-verano/", "https://reducereutilizarecicla.org/donde-tirar-radiografias/","https://reducereutilizarecicla.org/envases-ecologicos/","https://reducereutilizarecicla.org/donde-tirar-los-restos-de-pintura/","https://reducereutilizarecicla.org/valorizacion-de-residuos/","https://reducereutilizarecicla.org/como-reciclar-pilas/","https://reducereutilizarecicla.org/como-reciclar-capsulas-de-cafe/","https://reducereutilizarecicla.org/reciclando-cd/", "https://reducereutilizarecicla.org/donde-tirar-neumaticos/","https://reducereutilizarecicla.org/como-reciclar-una-canasta-de-mimbre/","https://reducereutilizarecicla.org/como-funciona-el-contenedor-amarillo/", "https://reducereutilizarecicla.org/donde-se-tiran-los-vapers/","https://reducereutilizarecicla.org/cuanto-tarda-una-bolsa-biodegradable-en-degradarse/", "https://reducereutilizarecicla.org/donde-se-reciclan-los-juguetes/","https://reducereutilizarecicla.org/objetos-que-se-pueden-reutilizar/","https://reducereutilizarecicla.org/la-parafina-se-puede-reutilizar/","https://reducereutilizarecicla.org/planta-de-reciclaje-de-papel/", "https://reducereutilizarecicla.org/como-saber-si-un-envase-es-reciclable/", "https://reducereutilizarecicla.org/reutilizar-vasos-de-vela/", "https://reducereutilizarecicla.org/bolsas-frio-calor/", "https://reducereutilizarecicla.org/reciclar-y-reutilizar-materiales-de-construccion/", "https://reducereutilizarecicla.org/que-es-exactamente-el-pet/", "https://reducereutilizarecicla.org/tipos-de-reciclaje/", "https://reducereutilizarecicla.org/que-hacer-con-palets-reciclados/", "https://reducereutilizarecicla.org/vertederos-controlados/", "https://reducereutilizarecicla.org/donde-tirar-escombros/","https://reducereutilizarecicla.org/como-reciclar-los-residuos-de-ps-poliestireno/","https://reducereutilizarecicla.org/tirar-la-basura-sin-bolsas/","https://reducereutilizarecicla.org/tirar-el-palo-de-la-fregona/","https://reducereutilizarecicla.org/la-mejor-manera-de-reciclar-una-pala-de-padel/", "https://reducereutilizarecicla.org/sabes-donde-tirar-las-llantas-viejas-de-un-coche/","https://reducereutilizarecicla.org/sabes-donde-tirar-el-arbol-de-navidad/","https://reducereutilizarecicla.org/clavos-tornillos-herramientas-donde-tirar-hierro/","https://reducereutilizarecicla.org/donde-tirar-un-secador-de-pelo-contenedor-o-punto-limpio/","https://reducereutilizarecicla.org/donde-tirar-electrodomesticos/","https://reducereutilizarecicla.org/donde-puedo-tirar-ramas-de-arboles/", "https://reducereutilizarecicla.org/donde-tirar-escombros/","https://reducereutilizarecicla.org/donde-se-tira-el-muerdago-quemado/","https://reducereutilizarecicla.org/sandalias-caucho-reciclado-neumaticos/","https://reducereutilizarecicla.org/ideas-para-reciclar-aspas-de-ventilador-de-techo/","https://reducereutilizarecicla.org/reciclar-sacos-dormir/","https://reducereutilizarecicla.org/reciclar-sillas-playa/","https://reducereutilizarecicla.org/donde-tirar-antipolillas/","https://reducereutilizarecicla.org/que-hacer-con-los-juguetes-viejos/","https://reducereutilizarecicla.org/como-utilizar-las-mascarillas-y-el-gel-hidroalcoholico-en-la-playa/","https://reducereutilizarecicla.org/ideas-para-reciclar-un-ventilador-de-pie/","https://reducereutilizarecicla.org/donde-tirar-gasoil/","https://reducereutilizarecicla.org/donde-puedo-tirar-basura-electronica/","https://reducereutilizarecicla.org/donde-tirar-agujas/", "https://reducereutilizarecicla.org/donde-tirar-residuos-peligrosos/", "https://reducereutilizarecicla.org/donde-tirar-los-cables/", "https://reducereutilizarecicla.org/donde-tirar-bicicletas/", "https://reducereutilizarecicla.org/donde-tirar-maletas/", "https://reducereutilizarecicla.org/como-reciclar-una-pantalla/", "https://reducereutilizarecicla.org/metales-reciclables/","https://reducereutilizarecicla.org/donde-tirar-caja-de-helado/", "https://reducereutilizarecicla.org/como-reciclar-perchas-de-plastico/","https://reducereutilizarecicla.org/donde-tirar-un-jarron-de-ceramica/","https://reducereutilizarecicla.org/donde-tirar-sanitarios/", "https://reducereutilizarecicla.org/reciclar-bombonas-de-camping-gas/", "https://reducereutilizarecicla.org/donde-tirar-aceite-usado-de-motor/", "https://reducereutilizarecicla.org/como-reciclar-rotuladores-subrayadores-y-boligrafos/", "https://reducereutilizarecicla.org/donde-tirar-un-ordenador/", "https://reducereutilizarecicla.org/donde-tirar-un-termometro-de-mercurio/", "https://reducereutilizarecicla.org/tirar-nevera-vieja/","https://reducereutilizarecicla.org/que-cosas-pueden-ser-recicladas/","https://reducereutilizarecicla.org/donde-tirar-los-pintaunas/","https://reducereutilizarecicla.org/donde-tirar-bombona-de-helio/", "https://reducereutilizarecicla.org/donde-tirar-alfombras/", "https://reducereutilizarecicla.org/donde-tirar-impresoras-y-sus-cartuchos-o-toner/", "https://reducereutilizarecicla.org/donde-tirar-aguarras/","https://reducereutilizarecicla.org/donde-tirar-discos-duros/","https://reducereutilizarecicla.org/donde-tirar-azulejos/","https://reducereutilizarecicla.org/donde-tirar-diapositivas/","https://reducereutilizarecicla.org/donde-tirar-jeringuillas-usadas/","https://reducereutilizarecicla.org/donde-tirar-cintas-vhs/","https://reducereutilizarecicla.org/donde-tirar-gomaespuma/", "https://reducereutilizarecicla.org/donde-tirar-los-botes-de-pintura/", "https://reducereutilizarecicla.org/donde-se-recicla-la-madera/", "https://reducereutilizarecicla.org/donde-tirar-discos-de-vinilo/", "https://reducereutilizarecicla.org/donde-tirar-imanes/", "https://reducereutilizarecicla.org/donde-tirar-fluorescentes/", "https://reducereutilizarecicla.org/donde-tirar-un-microondas/", "https://reducereutilizarecicla.org/reciclar-toallas/", "https://reducereutilizarecicla.org/reciclar-vaqueros/","https://reducereutilizarecicla.org/como-se-recicla-la-tela/", "https://reducereutilizarecicla.org/contenedor-rojo-ropa/", "https://reducereutilizarecicla.org/reciclar-chanclas/","https://reducereutilizarecicla.org/reciclar-banadores/","https://reducereutilizarecicla.org/asi-funciona-el-reciclaje-de-cremalleras/","https://reducereutilizarecicla.org/donde-tirar-zapatos/","https://reducereutilizarecicla.org/como-reciclar-una-camisa/","https://reducereutilizarecicla.org/donde-tirar-un-mantel-de-tela-sucio/","https://reducereutilizarecicla.org/contenedores-de-ropa/","https://reducereutilizarecicla.org/que-cosas-pueden-ser-recicladas/","https://reducereutilizarecicla.org/los-textiles-se-vuelven-ecologicos/","https://reducereutilizarecicla.org/donde-tirar-ropa-vieja/","https://espanol.epa.gov/espanol/terminos-0-9","https://espanol.epa.gov/espanol/terminos","https://espanol.epa.gov/espanol/terminos-b","https://espanol.epa.gov/espanol/terminos-c","https://espanol.epa.gov/espanol/terminos-d","https://espanol.epa.gov/espanol/terminos-e","https://espanol.epa.gov/espanol/terminos-f","https://espanol.epa.gov/espanol/terminos-g","https://espanol.epa.gov/espanol/terminos-h","https://espanol.epa.gov/espanol/terminos-i","https://espanol.epa.gov/espanol/terminos-j","https://espanol.epa.gov/espanol/terminos-l","https://espanol.epa.gov/espanol/terminos-m","https://espanol.epa.gov/espanol/terminos-n","https://espanol.epa.gov/espanol/terminos-o","https://espanol.epa.gov/espanol/terminos-p","https://espanol.epa.gov/espanol/terminos-q","https://espanol.epa.gov/espanol/terminos-r","https://espanol.epa.gov/espanol/terminos-s","https://espanol.epa.gov/espanol/terminos-t","https://espanol.epa.gov/espanol/terminos-u","https://espanol.epa.gov/espanol/terminos-v","https://espanol.epa.gov/espanol/terminos-w-x-y-z#W", "https://espanol.epa.gov/espanol/la-importancia-de-la-educacion-ambiental","https://espanol.epa.gov/espanol/consejo-del-dia-que-puede-hacer-para-reciclar-por-estacion","https://espanol.epa.gov/espanol/lo-que-puede-hacer-usted-acerca-de-la-contaminacion-por-basura-0","https://espanol.epa.gov/espanol/diez-maneras-de-eliminar-el-embalaje-y-las-envolturas-de-su-vida","https://blog.cerdanyaecoresort.com/sostenibilidad-ambiental-que-es-y-como-mejorarla-en-casa/","https://www.imh.eus/es/imh/comunicacion/docu-libre/reduccion-residuos","https://archivo-es.greenpeace.org/espana/Global/espana/report/contaminacion/Guia%20Transform-accion%20residuos.pdf","https://elpais.com/escaparate/2023-01-10/11-productos-sostenibles-de-uso-cotidiano-para-reducir-el-consumo-de-plastico-y-generar-menos-residuos.html", "https://elpais.com/escaparate/2023-01-10/11-productos-sostenibles-de-uso-cotidiano-para-reducir-el-consumo-de-plastico-y-generar-menos-residuos.html#", "https://www.iberdrola.com/sostenibilidad/productos-ecologicos", "https://www.retema.es/agenda", "https://www.iberdrola.com/sostenibilidad/reciclaje-para-ninos","https://www.miteco.gob.es/es/ceneam/recursos/pag-web/programas-planes/voluntariado-ong-internacionales.html", "https://www.iberdrola.com/compromiso-social/voluntariado-corporativo", "https://reducereutilizarecicla.org/reciclos-ecoembes/","https://reducereutilizarecicla.org/goma-eva-es-reciclable/", "https://reducereutilizarecicla.org/se-puede-generar-energia-en-los-vertederos/", "https://reducereutilizarecicla.org/tirar-la-basura-sin-bolsas/","https://reducereutilizarecicla.org/por-que-es-importante-saber-como-reutilizar-camisetas/","https://reducereutilizarecicla.org/reutilizar-pantalones/","https://reducereutilizarecicla.org/poliester-reciclado/","https://reducereutilizarecicla.org/ropa-con-materiales-reciclados/", "https://reducereutilizarecicla.org/contenedores-caseros-para-reciclar/","https://www.miteco.gob.es/es/calidad-y-evaluacion-ambiental/temas/prevencion-y-gestion-residuos/flujos/domesticos/gestion/sistema-recogida/puntos-limpios.html","https://punto-limpio.info/","https://reducereutilizarecicla.org/ecopuntos-que-son-y-donde-estan/"])
|
71 |
+
data=loader.load()
|
72 |
+
# split documents
|
73 |
+
text_splitter = RecursiveCharacterTextSplitter(
|
74 |
+
chunk_size=1024,
|
75 |
+
chunk_overlap=150,
|
76 |
+
length_function=len
|
77 |
+
)
|
78 |
+
docs = text_splitter.split_documents(data)
|
79 |
+
# define embedding
|
80 |
+
embeddings = HuggingFaceEmbeddings(model_name='thenlper/gte-small')
|
81 |
+
# create vector database from data
|
82 |
+
persist_directory = 'docs/chroma/'
|
83 |
+
|
84 |
+
# Remove old database files if any
|
85 |
+
shutil.rmtree(persist_directory, ignore_errors=True)
|
86 |
+
vectordb = Chroma.from_documents(
|
87 |
+
documents=docs,
|
88 |
+
embedding=embeddings,
|
89 |
+
persist_directory=persist_directory
|
90 |
+
)
|
91 |
+
# define retriever
|
92 |
+
retriever = vectordb.as_retriever(search_kwargs={"k": 2}, search_type="mmr")
|
93 |
+
|
94 |
+
class FinalAnswer(BaseModel):
|
95 |
+
question: str = Field(description="the original question")
|
96 |
+
answer: str = Field(description="the extracted answer")
|
97 |
+
|
98 |
+
# Assuming you have a parser for the FinalAnswer class
|
99 |
+
parser = PydanticOutputParser(pydantic_object=FinalAnswer)
|
100 |
+
|
101 |
+
template = """
|
102 |
+
Your name is Greta and you are a recycling chatbot with the objective to anwer questions from user in English or Spanish /
|
103 |
+
Use the following pieces of context to answer the question /
|
104 |
+
If the question is English answer in English /
|
105 |
+
If the question is Spanish answer in Spanish /
|
106 |
+
Do not mention the word context when you answer a question /
|
107 |
+
Answer the question fully and provide as much relevant detail as possible. Do not cut your response short /
|
108 |
+
Context: {context}
|
109 |
+
User: {question}
|
110 |
+
{format_instructions}
|
111 |
+
"""
|
112 |
+
|
113 |
+
# Create the chat prompt templates
|
114 |
+
sys_prompt = SystemMessagePromptTemplate.from_template(template)
|
115 |
+
qa_prompt = ChatPromptTemplate(
|
116 |
+
messages=[
|
117 |
+
sys_prompt,
|
118 |
+
HumanMessagePromptTemplate.from_template("{question}")],
|
119 |
+
partial_variables={"format_instructions": parser.get_format_instructions()}
|
120 |
+
)
|
121 |
+
llm = HuggingFaceHub(
|
122 |
+
repo_id="mistralai/Mixtral-8x7B-Instruct-v0.1",
|
123 |
+
task="text-generation",
|
124 |
+
model_kwargs={
|
125 |
+
"max_new_tokens": 2000,
|
126 |
+
"top_k": 30,
|
127 |
+
"temperature": 0.1,
|
128 |
+
"repetition_penalty": 1.03
|
129 |
+
},
|
130 |
+
)
|
131 |
+
|
132 |
+
qa_chain = ConversationalRetrievalChain.from_llm(
|
133 |
+
llm = llm,
|
134 |
+
memory = ConversationBufferMemory(llm=llm, memory_key="chat_history", input_key='question', output_key='output'),
|
135 |
+
retriever = retriever,
|
136 |
+
verbose = True,
|
137 |
+
combine_docs_chain_kwargs={'prompt': qa_prompt},
|
138 |
+
get_chat_history = lambda h : h,
|
139 |
+
rephrase_question = False,
|
140 |
+
output_key = 'output',
|
141 |
+
)
|
142 |
+
|
143 |
+
def chat_interface(question,history):
|
144 |
+
result = qa_chain.invoke({'question': question})
|
145 |
+
output_string = result['output']
|
146 |
+
|
147 |
+
# Find the index of the last occurrence of "answer": in the string
|
148 |
+
answer_index = output_string.rfind('"answer":')
|
149 |
+
|
150 |
+
# Extract the substring starting from the "answer": index
|
151 |
+
answer_part = output_string[answer_index + len('"answer":'):].strip()
|
152 |
+
|
153 |
+
# Find the next occurrence of a double quote to get the start of the answer value
|
154 |
+
quote_index = answer_part.find('"')
|
155 |
+
|
156 |
+
# Extract the answer value between double quotes
|
157 |
+
answer_value = answer_part[quote_index + 1:answer_part.find('"', quote_index + 1)]
|
158 |
+
|
159 |
+
return answer_value
|
160 |
+
|
161 |
+
|
162 |
+
chatbot_gradio_app = gr.ChatInterface(
|
163 |
+
fn=chat_interface,
|
164 |
+
title=custom_title
|
165 |
+
)
|
166 |
+
|
167 |
+
# Banner tab
|
168 |
+
banner_tab_content = """
|
169 |
+
<div style="background-color: #d3e3c3; text-align: center; padding: 20px; display: flex; flex-direction: column; align-items: center;">
|
170 |
+
<img src="https://huggingface.co/spaces/rocioadlc/test_4/resolve/main/front_4.jpg" alt="Banner Image" style="width: 50%; max-width: 500px; margin: 0 auto;">
|
171 |
+
<h1 style="font-size: 24px; color: "#92b96a"; margin-top: 20px;">¡Bienvenido a nuestro clasificador de imágenes y chatbot para un reciclaje más inteligente!♻️</h1>
|
172 |
+
<p style="font-size: 16px; color: "#92b96a"; text-align: justify;">¿Alguna vez te has preguntado si puedes reciclar un objeto en particular? ¿O te has sentido abrumado por la cantidad de residuos que generas y no sabes cómo manejarlos de manera más sostenible? ¡Estás en el lugar correcto!</p>
|
173 |
+
<p style="font-size: 16px; color: "#92b96a"; text-align: justify;">Nuestra plataforma combina la potencia de la inteligencia artificial con la comodidad de un chatbot para brindarte respuestas rápidas y precisas sobre qué objetos son reciclables y cómo hacerlo de la manera más eficiente.</p>
|
174 |
+
<p style="font-size: 16px; text-align:center;"><strong><span style="color: "#92b96a";">¿Cómo usarlo?</span></strong>
|
175 |
+
<ul style="list-style-type: disc; text-align: justify; margin-top: 20px; padding-left: 20px;">
|
176 |
+
<li style="font-size: 16px; color: "#92b96a";"><strong><span style="color: "#92b96a";">Green Greta Image Classification:</span></strong> Ve a la pestaña Greta Image Classification y simplemente carga una foto del objeto que quieras reciclar, y nuestro modelo de identificará de qué se trata🕵️♂️ para que puedas desecharlo adecuadamente.</li>
|
177 |
+
<li style="font-size: 16px; color: "#92b96a";"><strong><span style="color: "#92b96a";">Green Greta Chat:</span></strong> ¿Tienes preguntas sobre reciclaje, materiales específicos o prácticas sostenibles? ¡Pregunta a nuestro chatbot en la pestaña Green Greta Chat!📝 Está aquí para responder todas tus preguntas y ayudarte a tomar decisiones más informadas sobre tu reciclaje.</li>
|
178 |
+
</ul>
|
179 |
+
</div>
|
180 |
+
"""
|
181 |
+
banner_tab = gr.Markdown(banner_tab_content)
|
182 |
+
|
183 |
+
# Combine interfaces into a single app
|
184 |
+
app = gr.TabbedInterface(
|
185 |
+
[banner_tab, image_gradio_app, chatbot_gradio_app],
|
186 |
+
tab_names=["Welcome to Green Greta", "Green Greta Image Classification", "Green Greta Chat"],
|
187 |
+
theme=theme
|
188 |
+
)
|
189 |
+
|
190 |
+
app.queue()
|
191 |
+
app.launch()
|
front_4.jpg
ADDED
![]() |
pdfs/Acceptable-Ways-to-separate-and-dispose-of-garbage-and-recyclables.pdf
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:17ded317a5f64e275957fe163573c814d32db17f1dd266bd1053c1b3fc156550
|
3 |
+
size 5411060
|
pdfs/Advice-on-recycling-and-resource-recovery-FINAL-REPORT.pdf
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1a171f4d8d68655f216906aff6a7227483d6106df1d86ea6d7186c0832dafb73
|
3 |
+
size 9129696
|
pdfs/Guidance on municipal waste data collection.pdf
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e72519ac0a1f98c9fdbf355f39d1bd15ec1c1d56b6f760808f1a3e4b63e697f6
|
3 |
+
size 2500966
|
pdfs/mygov-999999999489028046.pdf
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d77c23ca4040122f8de56bbe113260f46da1621ba8e5bf5ce7de87dde447173b
|
3 |
+
size 1434758
|
requirements.txt
ADDED
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
transformers
|
2 |
+
torch
|
3 |
+
langchain
|
4 |
+
langchain-community
|
5 |
+
pypdf
|
6 |
+
pydantic
|
7 |
+
sentence-transformers
|
8 |
+
chromadb
|
9 |
+
gradio
|
10 |
+
beautifulsoup4
|
11 |
+
tensorflow
|
12 |
+
safetensors
|
theme.py
ADDED
@@ -0,0 +1,91 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from __future__ import annotations
|
2 |
+
|
3 |
+
from typing import Iterable
|
4 |
+
|
5 |
+
from gradio.themes.base import Base
|
6 |
+
from gradio.themes.utils import colors, fonts, sizes
|
7 |
+
|
8 |
+
|
9 |
+
class Theme(Base):
|
10 |
+
def __init__(
|
11 |
+
self,
|
12 |
+
*,
|
13 |
+
primary_hue: colors.Color | str = colors.lime,
|
14 |
+
secondary_hue: colors.Color | str = colors.emerald,
|
15 |
+
neutral_hue: colors.Color | str = colors.stone,
|
16 |
+
spacing_size: sizes.Size | str = sizes.spacing_lg,
|
17 |
+
radius_size: sizes.Size | str = sizes.radius_none,
|
18 |
+
text_size: sizes.Size | str = sizes.text_md,
|
19 |
+
font: fonts.Font | str | Iterable[fonts.Font | str] = (
|
20 |
+
fonts.GoogleFont("Quicksand"),
|
21 |
+
"ui-sans-serif",
|
22 |
+
"system-ui",
|
23 |
+
"sans-serif",
|
24 |
+
),
|
25 |
+
font_mono: fonts.Font | str | Iterable[fonts.Font | str] = (
|
26 |
+
fonts.GoogleFont("IBM Plex Mono"),
|
27 |
+
"ui-monospace",
|
28 |
+
"Consolas",
|
29 |
+
"monospace",
|
30 |
+
),
|
31 |
+
):
|
32 |
+
super().__init__(
|
33 |
+
primary_hue=primary_hue,
|
34 |
+
secondary_hue=secondary_hue,
|
35 |
+
neutral_hue=neutral_hue,
|
36 |
+
spacing_size=spacing_size,
|
37 |
+
radius_size=radius_size,
|
38 |
+
text_size=text_size,
|
39 |
+
font=font,
|
40 |
+
font_mono=font_mono,
|
41 |
+
)
|
42 |
+
self.name = "theme"
|
43 |
+
super().set(
|
44 |
+
# Colors
|
45 |
+
slider_color="#66814a", # Tonos pasteles de verde para los colores de los sliders
|
46 |
+
body_text_color="#66814a", # Verde oscuro para el color del texto del cuerpo
|
47 |
+
block_label_text_color="#66814a", # Verde oscuro para el color del texto de las etiquetas de bloque
|
48 |
+
block_title_text_color="#66814a", # Verde oscuro para el color del texto de los títulos de bloque
|
49 |
+
body_text_color_subdued="#66814a", # Tonos pasteles de verde para el texto del cuerpo sutil
|
50 |
+
body_background_fill="#92b96a", # Fondo del cuerpo en tonos pasteles de verde
|
51 |
+
background_fill_primary="#c8dcb4", # Fondo primario en tonos pasteles de verde
|
52 |
+
background_fill_primary_dark="#89BD88", # Fondo primario oscuro en tonos pasteles de verde
|
53 |
+
background_fill_secondary_dark="#89BD88", # Fondo secundario oscuro en tonos pasteles de verde
|
54 |
+
block_background_fill="#d3e3c3", # Fondo de bloque en tonos pasteles de verde
|
55 |
+
block_background_fill_dark="#d3e3c3", # Fondo oscuro de bloque en tonos pasteles de verde
|
56 |
+
input_background_fill_dark="#d3e3c3", # Fondo de entrada oscura en tonos pasteles de verde
|
57 |
+
# Button Colors
|
58 |
+
button_primary_background_fill="#66814a",
|
59 |
+
button_primary_background_fill_hover='*primary_200',
|
60 |
+
button_primary_text_color="white",
|
61 |
+
button_primary_background_fill_dark="green",
|
62 |
+
button_primary_background_fill_hover_dark="green",
|
63 |
+
button_primary_text_color_dark="white",
|
64 |
+
button_secondary_background_fill="*button_primary_background_fill",
|
65 |
+
button_secondary_background_fill_hover="*button_primary_background_fill_hover",
|
66 |
+
button_secondary_text_color="*button_primary_text_color",
|
67 |
+
button_cancel_background_fill="*button_primary_background_fill",
|
68 |
+
button_cancel_background_fill_hover="*button_primary_background_fill_hover",
|
69 |
+
button_cancel_text_color="*button_primary_text_color",
|
70 |
+
checkbox_label_background_fill="*button_primary_background_fill",
|
71 |
+
checkbox_label_background_fill_hover="*button_primary_background_fill_hover",
|
72 |
+
checkbox_label_text_color="*button_primary_text_color",
|
73 |
+
checkbox_background_color_selected="*green",
|
74 |
+
checkbox_background_color_dark="*green",
|
75 |
+
checkbox_background_color_selected_dark="green",
|
76 |
+
checkbox_border_color_selected_dark="*green",
|
77 |
+
# Padding
|
78 |
+
checkbox_label_padding="*spacing_md",
|
79 |
+
button_large_padding="*spacing_lg",
|
80 |
+
button_small_padding="*spacing_sm",
|
81 |
+
# Borders
|
82 |
+
block_border_width="0px",
|
83 |
+
block_border_width_dark="1px",
|
84 |
+
shadow_drop_lg="0 1px 4px 0 rgb(0 0 0 / 0.1)",
|
85 |
+
block_shadow="*shadow_drop_lg",
|
86 |
+
block_shadow_dark="none",
|
87 |
+
# Block Labels
|
88 |
+
block_title_text_weight="600",
|
89 |
+
block_label_text_weight="600",
|
90 |
+
block_label_text_size="*text_md",
|
91 |
+
)
|