Build AI Apps with ChatGPT, Dall-E and GPT-4 by Tom Chant

• 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 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
• Architecture
• Title and Temperature
• Reaching for the Stars
• Aside: createImage
• 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