Build AI Apps with ChatGPT, DALL-E, and GPT-4 – Full Course for Beginners


Curriculum for the course Build AI Apps with ChatGPT, DALL-E, and GPT-4 – Full Course for Beginners

This course will teach you how to build AI-powered apps with the ChatGPT, Dall-E and GPT-4 APIs. Go here to try the interactive browser-version: https://scrimba.com/learn/buildaiapps ✏️ This course was created by Tom Chant, a teacher at Scrimba. If you have any feedback to Tom, please reach out to him on Twitter here: https://twitter.com/tpchant Also, follow Scrimba on YouTube here: https://www.youtube.com/c/Scrimba We recommend that you learn basic HTML, CSS, and JavaScript before taking this course. Here are two free courses that will get you up to speed: ๐Ÿ”— HTML & CSS: https://scrimba.com/learn/htmlandcss ๐Ÿ”— JavaScript: https://scrimba.com/learn/learnjavascript ⭐️ Code ⭐️ ๐Ÿ”— Download via Scrimba: https://scrimba.com/learn/buildaiapps ๐Ÿ’ซ Links mentioned in course: ๐Ÿ”— GPT-4 waiting list: https://scrimba.com/links/gpt4-waitlist-openai ๐Ÿ”— OpenAI Home: https://scrimba.com/links/openai ๐Ÿ”— OpenAI Docs: https://scrimba.com/links/openai-docs-intro ๐Ÿ”— OpenAI Completions endpoint docs: https://scrimba.com/links/openai-completions-docs ๐Ÿ”— GPTTools.com model comparison: https://scrimba.com/links/open-ai-comparison-tool ๐Ÿ”— OpenAI Playground: https://scrimba.com/links/open-ai-playground ๐Ÿ”— Dall-E: https://scrimba.com/links/dall-e-openai ๐Ÿ”— OpenAI endpoint compatibility table: https://scrimba.com/links/chatgpt-endpoint-compatibility ๐Ÿ”— GPT-4 Chatbot conversation object format: https://scrimba.com/links/chatgpt-object-format ๐Ÿ”— Data used to fine-tune We-Wingit Chatbot: https://scrimba.com/links/we-wingit-data-csv ๐Ÿ”— Firebase home: https://scrimba.com/links/firebase-home ๐Ÿ”— Firebase .val() method: https://scrimba.com/links/firebase-val-method ๐Ÿ”— Object.values MDN: https://scrimba.com/links/object-dot-values ๐Ÿ”— Netlify: https://scrimba.com/links/netlify-home ⭐️ Contents ⭐️ 0:00:00 Introduction 0:01:19 Course Intro 0:04:56 MoviePitch intro 0:07:53 The Boilerplate 0:11:26 Getting an OpenAI API Key 0:13:32 Getting info for fetch request 0:15:14 Building an OpenAI fetch request 0:20:23 The first AI fetch request 0:26:41 Models 0:30:18 Tools 0:34:03 Refactor to use dependency l - env variable 0:38:11 Refactor to use dependency ll - The dependency 0:41:07 Refactor to use dependency lll - update fetchReply 0:44:40 Take out of Scrimba 0:46:45 Personalising the message 0:53:04 Tokens 0:57:09 fetchSynopsis 1:03:44 Aside - few shot approach 1:10:45 Aside - few shot approach ll 1:13:42 Refactor fetchSynopsis 1:21:00 Architecture 1:23:23 Title and Temperature 1:31:52 Reaching for the stars 1:37:52 Aside - createImage 1:46:56 fetchImagePrompt 1:54:21 Displaying the image and finishing off the UX 2:03:16 OutroKnowItAll: GPT-4 Chatbox2:06:47 KnowItAll Intro 2:09:40 Starter Code 2:13:10 Aside: How ChatGPT models work for chatbots 2:18:24 Conversation and instructions 2:20:21 Add user input to conversation array 2:23:06 The createChatCompletion endpoint 2:24:38 The model and object 2:28:46 Render the output, update the array 2:33:37 Aside: Theory: Frequency and presence penalties 2:37:07 presence_penalty practice 2:38:36 frequency_penalty practice 2:44:54 The chatbot’s personality 2:47:06 Firebase Intro 2:48:27 Firebase Account and database set up 2:50:43 Firebase dependency and database set up 2:55:53 Push method and instructions object 2:58:33 Update fetch Reply 3:02:24 Update fetchReply 2 3:04:49 Update the database 3:07:19 Render the conversation from the DB 3:12:02 The “start over” button 3:15:20 OutroWe-Wingit: Fine-tuned chatbot3:17:28 Intro to fine-tuning 3:20:04 Convert the Chatbot to We-Wingit 3:22:15 An Overview of the AI 3:23:52 Data for fine-tuning 3:26:34 The data we’re using 3:30:05 CLI 1 - Setting up the environment 3:33:03 CLI 2 - Data Preparation Tool 3:37:03 CLI 3 - Tuning the model 3:38:55 Updating the JS 1 3:41:33 Updating the JS 2 3:44:15 Updating the JS 3 3:47:01 The Separator 3:52:32 Aside - Stop Sequence 3:55:50 Adding the stop sequence 4:00:36 n_epochs 4:07:24 Intro to deployment 4:09:46 Download and GitHub 4:12:07 Netlify sign-up 4:13:56 Add Netlify env var 4:15:54 Netlify CLI 4:17:30 Netlify serverless function 1 4:19:52 Update fetchReply 4:24:28 Serverless function 2 4:27:30 Serverless function 3 4:29:21 Serverless function 4 4:32:32 Outro ๐ŸŽ‰ Thanks to our Champion and Sponsor supporters: ๐Ÿ‘พ davthecoder ๐Ÿ‘พ jedi-or-sith ๐Ÿ‘พ ๅ—ๅฎฎๅƒๅฝฑ ๐Ÿ‘พ Agustรญn Kussrow ๐Ÿ‘พ Nattira Maneerat ๐Ÿ‘พ Heather Wcislo ๐Ÿ‘พ Serhiy Kalinets ๐Ÿ‘พ Justin Hual ๐Ÿ‘พ Otis Morgan -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://freecodecamp.org/news

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