Santiago Valdarrama svpino

When Predictive Models Fail

	# !pip install llama-index monsterapi sentence_transformers --quiet

	import os

	from llama_index.llms import MonsterLLM
	from llama_index import VectorStoreIndex, SimpleDirectoryReader, ServiceContext
	from llama_index.embeddings import LangchainEmbedding
	from langchain.embeddings import HuggingFaceEmbeddings
	from sentence_transformers import SentenceTransformer

	import torch
	import peft
	import transformers
	from transformers import AutoTokenizer, AutoModelForCausalLM
	from huggingface_hub.hf_api import HfFolder

	ACCESS_TOKEN = "ENTER YOUR HUGGINGFACE ACCESS TOKEN HERE"

	HfFolder.save_token(ACCESS_TOKEN)

	import comet_ml

	from pycaret.datasets import get_data
	from pycaret.classification import *

	comet_ml.init(project_name="pycaret")

	dataset = get_data("titanic")
	clf1 = setup(
	data=dataset,

	import os
	import assemblyai as aai
	from pytube import YouTube

	aai.settings.api_key = "INSERT YOUR API KEY HERE"
	youtube_url = "https://www.youtube.com/watch?v=f94wKh70cOY"

	# Let's download the YouTube video
	youtube = YouTube(youtube_url)
	audio = youtube.streams.filter(only_audio=True).first()

	import requests
	import json
	from time import sleep

	API_KEY = "INSERT YOUR API KEY HERE"
	AUTHORIZATION = "INSERT YOUR AUTHORIZATION TOKEN HERE"

	url = "https://api.monsterapi.ai/apis/add-task"
	fetch_url = "https://api.monsterapi.ai/apis/task-status"

	import openai

	openai.api_key = "YOUR KEY GOES HERE"

	def get_completion(messages):
	response = openai.ChatCompletion.create(
	model="gpt-3.5-turbo-0613",
	messages=messages,
	functions=[{
	"name": "fake",

	import re
	import asyncio
	import os

	from bs4 import BeautifulSoup
	from bs4.element import NavigableString
	from playwright.async_api import async_playwright

	USERNAME = "USERNAME HERE"
	PASSWORD = "PASSWORD HERE"