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Chain of Thought learning resources

• Prompting Guide - Introduction to Chain of Thought prompting
• (*my favorite) Andrej Karpathy - Models need tokens to think
• PromptHub - Chain of Thought Prompting Guide
• Chain of Thought with Tool Calling and Structured Output
• Comprehensive Guide to Chain-of-Thought Prompting

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import { ChatPromptTemplate } from '@langchain/core/prompts'
import { AzureChatOpenAI } from '@langchain/openai'
import { z } from 'zod'
import { zodToJsonSchema } from 'zod-to-json-schema'

const azureOpenAi4o = new AzureChatOpenAI({
  model: 'gpt-4o',
  temperature: 0,
  maxRetries: 2,
})

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-- Create the table
create table survey_responses ( 
	customer_id varchar(30),
	timely_responses int, 
	timely_fixes int, 
	timely_replacement int, 
	reliability int, 
	"options" int, 
	respectful int,
	courteous int,  

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// useMeasureElementWidth.js
import { useEffect, useState } from 'react'

export default function useMeasureElementWidth() {
  const [width, setWidth] = useState()

  useEffect(() => {
    setWidth(document.body.offsetWidth)
  }, [])

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// app.js
import React from 'react'
import { Router, Route } from 'react-router-dom'
import { createHashHistory } from 'history'

// How would you "mock" this in a way that could be changed on a test-basis?
const history = createHashHistory()

export default function App() {
  return (

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// constants.js
export const IS_FIREFOX = true

// fixAspectRatio.js
import { IS_FIREFOX } from './constants'

export default function fixAspectRatio(img) {
  if (IS_FIREFOX) {
    img.width = 10
  }

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let totalResult = []

function getInfo(element, depth){
    const id = getIdentifier(element)
    const styles = getStyles(element)
    const listeners = getListeners(element)

    const result = {
        id, styles, listeners, depth
    }

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export default function (babel) {
  const { types: t } = babel;
  
  return {
    name: "ast-transform", // not required
    visitor: {
      JSXElement(path) {
        const { openingElement } = path.node
        const name = getReactComponentName(path.node);
        if (name === "Route" || name === "PageRoute") {

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class Person {
	constructor(...traits) { traits.forEach(trait => this[trait] = true) }
}

const storyBegins = "7/18/17"
const laura = new Person("smart", "kind", "caring")
const clint = new Person("hard working", "attentive", "fast")

const activities = ["frisbee", "institute"]

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import { useRef } from 'react'

const useIsInitialValue = watchedValue => {
	const initialValue = useRef(watchedValue)
	const cache = useRef(null)

	if (cache.current != null) {
		return cache.current
	}