Course Intro

MoviePitch Intro

The Boilerplate

Getting Info for fetch Request

Building an OpenAI Fetch Request

The First AI Fetch Request

Models

Tools

Refactor to Use Dependency I - .env Variable

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