Sign in to confirm you’re not a bot
This helps protect our community. Learn more

AI Development for a Non-Developer

John Savill's Technical Training
318K subscribers
<__slot-el>
<__slot-el>
13K views 10 months ago #johnsavillstechnicaltraining #ai #microsoftcopilot
In this video I explore how to use a GPT model from the world's simplest app anyone can write in Python. Along the way we will get additional insight into how these generative AI technologies work. 🔎 Looking for content on a particular topic? Search the channel. If I have something it will be there! 🤔 Due to the channel growth and number of people wanting help I no longer can answer or even read questions and they will just stay in the moderation queue never to be seen so please post questions to other sites like Reddit, Microsoft Community Hub etc. ▬▬▬▬▬▬ C H A P T E R S ⏰ ▬▬▬▬▬▬ 00:00 - Introduction 00:56 - Setup on our computer 06:51 - The Azure resources 09:32 - Creating a new hub 10:30 - Creating a new Azure OpenAI resource 11:42 - Adding connections to your hub 12:45 - Deploying a model 14:30 - Checking model availability 15:06 - View model key and endpoint 16:12 - Using the playground 18:55 - Three roles 24:34 - Creating our own G …...more
...more

Introduction

0:00

Setup on our computer

0:56

The Azure resources

6:51

Creating a new hub

9:32

Creating a new Azure OpenAI resource

10:30

Adding connections to your hub

11:42

Deploying a model

12:45

Checking model availability

14:30

View model key and endpoint

15:06

Using the playground

16:12

Three roles

18:55

Creating our own GPT app

24:34

How to authenticate to the AI service

27:26

Role on the OpenAI resource

31:57

Lack of memory problem

38:02

Adding memory

39:05

Adding list of dictionaries and system prompt

39:47

Allow repeated user input

40:27

Adding user input to the dictionary list

41:21

Sending the list to the completion response

42:22

Extracting just the message content in response

43:21

Exit message

44:32

Testing with message list

45:30

Do we have full memory and context?

46:09

Add assistant responses to list

47:39

Tracking number of tokens

48:54

Output the history at the end

50:52

Total recall test

51:14

Viewing model metrics

52:52

Code review

54:05

Summary of steps

55:31

Next step challenge

56:43

Use an orchestrator!

58:17

Close

59:25
AI Development for a Non-Developer
327Likes
13,798Views
Jun 32024
In this video I explore how to use a GPT model from the world's simplest app anyone can write in Python. Along the way we will get additional insight into how these generative AI technologies work. 🔎 Looking for content on a particular topic? Search the channel. If I have something it will be there! 🤔 Due to the channel growth and number of people wanting help I no longer can answer or even read questions and they will just stay in the moderation queue never to be seen so please post questions to other sites like Reddit, Microsoft Community Hub etc. ▬▬▬▬▬▬ C H A P T E R S ⏰ ▬▬▬▬▬▬ 00:00 - Introduction 00:56 - Setup on our computer 06:51 - The Azure resources 09:32 - Creating a new hub 10:30 - Creating a new Azure OpenAI resource 11:42 - Adding connections to your hub 12:45 - Deploying a model 14:30 - Checking model availability 15:06 - View model key and endpoint 16:12 - Using the playground 18:55 - Three roles 24:34 - Creating our own GPT app 27:26 - How to authenticate to the AI service 31:57 - Role on the OpenAI resource 38:02 - Lack of memory problem 39:05 - Adding memory 39:47 - Adding list of dictionaries and system prompt 40:27 - Allow repeated user input 41:21 - Adding user input to the dictionary list 42:22 - Sending the list to the completion response 43:21 - Extracting just the message content in response 44:32 - Exit message 45:30 - Testing with message list 46:09 - Do we have full memory and context? 47:39 - Add assistant responses to list 48:54 - Tracking number of tokens 50:52 - Output the history at the end 51:14 - Total recall test 52:52 - Viewing model metrics 54:05 - Code review 55:31 - Summary of steps 56:43 - Next step challenge 58:17 - Use an orchestrator! 59:25 - Close ▬▬▬▬▬▬ K E Y L I N K S 🔗 ▬▬▬▬▬▬ ► Whiteboard: 🔗 https://github.com/johnthebrit/Random... ► Example file: 🔗 https://github.com/johnthebrit/Random... ► Azure AI Studio 🔗 https://ai.azure.com/ ► Python install 🔗 https://www.python.org/downloads/ ► Az CLI install 🔗 https://learn.microsoft.com/cli/azure... ► VS Code install 🔗 https://code.visualstudio.com/download ► Models by region 🔗 https://learn.microsoft.com/azure/ai-... ▬▬▬▬▬▬ Want to learn more? 🚀 ▬▬▬▬▬▬ 📖 Recommended Learning Path for Azure 🔗 https://learn.onboardtoazure.com 🥇 Certification Content Repository 🔗 https://github.com/johnthebrit/Certif... 📅 Weekly Azure Update 🔗    • Azure Infrastructure Updates   ☁ Azure Master Class 🔗    • Microsoft Azure Master Class v2 (bein...   ⚙ DevOps Master Class 🔗    • DevOps Master Class   💻 PowerShell Master Class 🔗    • PowerShell Master Class   🎓 Certification Cram Videos 🔗    • Microsoft Certification Exam Prep Videos   🧠 Mentoring Content 🔗    • Virtual Mentoring   ❔ Questions? Maybe I answered it in my FAQ 🔗 https://savilltech.com/faq 👕 Cure Childhood Cancer Charity T-Shirt Channel Store 🔗 https://johns-t-shirts-store.creator-... 👂 Enable the subtitles and from there you can translate to your native language via the auto-translate feature in settings!    • YouTube Captions and Auto Translate Q...   for a demo of using this feature. SUBSCRIBE ✅    / @ntfaqguy   #ai #microsoftcopilot #johnsavillstechnicaltraining

Follow along using the transcript.

John Savill's Technical Training

318K subscribers