Course Intro

MoviePitch Intro

The Boilerplate

Getting an OpenAI API Key

Getting Info for fetch Request

Building an OpenAI Fetch Request

The First AI Fetch Request

Models

Tools

Refactor to Use Dependency II - The Dependency

Refactor to Use Dependency III - Update fetchReply

Take Out of Scrimba

Personalising the Message

Tokens

fetchSynopsis

Aside: Few Shot Approach

Aside: Few Shot Approach II

Refactor fetchSynopsis

Architecture

Title and Temperature

Reaching for the Stars

Aside: createImage

fetchImagePrompt

Displaying the Image and Finishing off the UX

Outro

KnowItAll Intro

Starter Code

Aside: How ChatGPT Models Work for Chatbots

Conversation and Instructions

Add User input to Conversation Array

The createChatCompletion Endpoint

The Model and Object

Render the Output, Update the Array

Aside: Theory: Frequency and Presence Penalties

presence_penalty Practice

frequency_penalty Practice

The Chatbot's Personality

Firebase Intro

Firebase Account and Database Set Up

Firebase Dependency and Set Up

Push Method and Instructions Object

Update fetchReply

Update fetchReply 2

Update the Database

Render the Conversation From the DB

The "Start Over" Button

Outro

Intro to fine-tuning

Convert the Chatbot to We-Wingit

An Overview of the AI

Data for fine-tuning

The Data We're Using

CLI 1: Setting Up The Environment

CLI 2: Data Preparation Tool

CLI 3: Tuning The Model

Updating the JS 1

Updating the JS 2

Updating the JS 3

The Separator

Aside: Stop Sequence

Adding the Stop Sequence

n_epochs

Intro to Deployment

Download and GitHub

Netlify sign-up

Add Netlify env var

Netlify CLI

Netlify Serverless Function 1

Update fetchReply

Serverless Function 2

Serverless Function 3

Serverless Function 4

Outro