M49ICKPIxi3

import requests
from bs4 import BeautifulSoup

from helpers.simple_mongo import SimpleMongo
from stackapi import StackAPI

import jsonlines
import openai
import os

M49ICKPIxi3

import os

from random import sample
from string import digits, ascii_uppercase, ascii_lowercase

# Checking the directory itself needs to be done prior to invocation, something like this would work depending on use
# if not os.path.exists(output_dir): os.mkdir(output_dir)

def unique_filename(output_dir, name, suffix='.txt', length=8):
    break_recursion = 100      # just in case...

M49ICKPIxi3

1st Attempt:

"""
SimilarSentence uses word and sentence embeddings and prints the most similar lines of text relative to it's input
"""

2nd Attempt:

"""
SimilarSentence uses word and sentence embeddings and prints the most similar lines of text relative to it's input

M49ICKPIxi3

System Design Cheatsheet

Picking the right architecture = Picking the right battles + Managing trade-offs

Basic Steps

1. Clarify and agree on the scope of the system

• User cases (description of sequences of events that, taken together, lead to a system doing something useful)
  • Who is going to use it?
  • How are they going to use it?