siliconjungle

const hasCircularReference = (graph, startUID) => {
  const visited = new Set()
  const stack = [startUID]

  while (stack.length > 0) {
    let currentUID = stack.pop()

    if (visited.has(currentUID)) {
      return true
    }

siliconjungle

import readline from 'readline'
import chalk from 'chalk'
import OpenAI from 'openai'
import { LocalIndex } from 'vectra'
import { fileURLToPath } from 'url'
import path, { dirname } from 'path'

const __filename = fileURLToPath(import.meta.url)
const __dirname = dirname(__filename)

siliconjungle

// These methods were made by chat gpt and have not been tested.
const cosineSimilarity = (vecA, vecB) => {
  if (vecA.length !== vecB.length) {
    throw new Error("Vectors must be of the same length.");
  }

  let dotProduct = vecA.reduce((sum, val, i) => sum + val * vecB[i], 0);
  let normA = vecA.reduce((sum, val) => sum + val * val, 0);
  let normB = vecB.reduce((sum, val) => sum + val * val, 0);

siliconjungle

const tokenize = (text) =>
  text.toLowerCase().split(/\W+/).filter(token => token.length > 0)

const buildVocabulary = (sentences) => {
  const vocabulary = new Set()

  sentences.forEach(sentence => {
    tokenize(sentence).forEach(token => {
      vocabulary.add(token)
    })

siliconjungle

// This is a basic diff mechanism, it is not going to work for characters that take up more than
// one byte. It is also not going to normalise text.
// these are things that *should happen* in the future, but for now they are going to be ignored.

// returns the insert position & the text to insert as well as the delete position & the text to delete
// one of the problems with this kind of diff is that you can't tell in some cases where the insert
// actually occurred.
// for this you will need to take into account the cursor start & end.
export const diff = (a, b) => {
  if (a === b) {

siliconjungle

path {
  fill: none;
  stroke: rgba(52, 53, 60, 1);
  stroke-width: 4;
  stroke-linecap: round;
}

svg > text {
  font-family: 'Geist', sans-serif !important;
  fill: rgb(201, 213, 229);