Daily Dotnet - Your bite-sized update of .NET, C#, and Azure

Ankit Kashyap

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2023-06-04

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Get started with ChatGPT in .NET

ChatGPT is the hottest product in the market. And Microsoft dotnet team is going to publish a series of blogs on how you can integrate its capabilities in your .NET Apps.
Till now, they have published two blogs, Get Started with OpenAI in .NET and Get Started with ChatGPT in .NET.
Today, I am going through these posts and will try out a few samples from OpenAI .NET samples. Will keep you folks posted 😁
 
 
If you are a JS dev, freecodecamp folks published two awesome videos on building apps with ChatGPT. check out them and let me know what you build.
 
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: 🔗 HTML & CSS: https://scrimba.com/learn/htmlandcss 🔗 JavaScript: https://scrimba.com/learn/learnjavascript ⭐️ Code ⭐️ 🔗 Download via Scrimba: https://scrimba.com/learn/buildaiapps 💫 Links mentioned in course: 🔗 GPT-4 waiting list: https://scrimba.com/links/gpt4-waitlist-openai 🔗 OpenAI Home: https://scrimba.com/links/openai 🔗 OpenAI Docs: https://scrimba.com/links/openai-docs-intro 🔗 OpenAI Completions endpoint docs: https://scrimba.com/links/openai-completions-docs 🔗 GPTTools.com model comparison: https://scrimba.com/links/open-ai-comparison-tool 🔗 OpenAI Playground: https://scrimba.com/links/open-ai-playground 🔗 Dall-E: https://scrimba.com/links/dall-e-openai 🔗 OpenAI endpoint compatibility table: https://scrimba.com/links/chatgpt-endpoint-compatibility 🔗 GPT-4 Chatbot conversation object format: https://scrimba.com/links/chatgpt-object-format 🔗 Data used to fine-tune We-Wingit Chatbot: https://scrimba.com/links/we-wingit-data-csv 🔗 Firebase home: https://scrimba.com/links/firebase-home 🔗 Firebase .val() method: https://scrimba.com/links/firebase-val-method 🔗 Object.values MDN: https://scrimba.com/links/object-dot-values 🔗 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 🎉 Thanks to our Champion and Sponsor supporters: 👾 davthecoder 👾 jedi-or-sith 👾 南宮千影 👾 Agustín Kussrow 👾 Nattira Maneerat 👾 Heather Wcislo 👾 Serhiy Kalinets 👾 Justin Hual 👾 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
Build AI Apps with ChatGPT, DALL-E, and GPT-4 – Full Course for Beginners
 
ChatGPT Course – Use The OpenAI API to Code 5 Projects
Learn how to use the OpenAI API to create five projects, including a ChatGPT clone, a DALL-E Image Creator, and a SQL Generator. This is a dive deep into the world of the OpenAI API, exploring its diverse capabilities and potential applications. ✏️ Course created by @AniaKubow Donate to freeCodeCamp: https://www.freecodecamp.org/donate/ ⭐️ Contents ⭐️ ⌨️ (0:00:00) Introduction ⌨️ (0:02:57) Authentication ⌨️ (0:06:22) Models ⌨️ (0:07:27) Text Completions ⌨️ (0:18:31) Creating effective prompts ⌨️ (0:20:18) Chat Completions ⌨️ (0:30:14) Chat Completion Project 1 | JavaScript ⌨️ (1:15:41) Chat Completion Project 2 | React + Node.js ⌨️ (2:20:59) DALL-E Model ⌨️ (2:21:41) Image Generation ⌨️ (2:27:04) Image Variation ⌨️ (2:27:44) Image Edits ⌨️ (2:28:28) Image Generation Project 1 | JavaScript ⌨️ (3:00:29) Image Generation Project 2 | React + Node.js + openai npm library ⌨️ (4:23:39) SQL Generator Project | TypeScript + Node.js + openai npm library ⌨️ (5:17:00) The End 🎉 Thanks to our Champion and Sponsor supporters: 👾 davthecoder 👾 jedi-or-sith 👾 南宮千影 👾 Agustín Kussrow 👾 Nattira Maneerat 👾 Heather Wcislo 👾 Serhiy Kalinets 👾 Justin Hual 👾 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
ChatGPT Course – Use The OpenAI API to Code 5 Projects
 
 

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