AI Development for a Non-Developer

Video Description

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/RandomStuff/raw/master/Whiteboards/AIDevForNonDevs.png ► Example file: 🔗 https://github.com/johnthebrit/RandomStuff/raw/master/AI/simpleGPT.py ► Azure AI Studio 🔗 https://ai.azure.com/ ► Python install 🔗 https://www.python.org/downloads/ ► Az CLI install 🔗 https://learn.microsoft.com/cli/azure/install-azure-cli#install ► VS Code install 🔗 https://code.visualstudio.com/download ► Models by region 🔗 https://learn.microsoft.com/azure/ai-services/openai/concepts/models#model-summary-table-and-region-availability ▬▬▬▬▬▬ Want to learn more? 🚀 ▬▬▬▬▬▬ 📖 Recommended Learning Path for Azure 🔗 https://learn.onboardtoazure.com 🥇 Certification Content Repository 🔗 https://github.com/johnthebrit/CertificationMaterials 📅 Weekly Azure Update 🔗 https://youtube.com/playlist?list=PLlVtbbG169nEv7jSfOVmQGRp9wAoAM0Ks ☁ Azure Master Class 🔗 https://youtube.com/playlist?list=PLlVtbbG169nGccbp8VSpAozu3w9xSQJoY ⚙ DevOps Master Class 🔗 https://youtube.com/playlist?list=PLlVtbbG169nFr8RzQ4GIxUEznpNR53ERq 💻 PowerShell Master Class 🔗 https://youtube.com/playlist?list=PLlVtbbG169nFq_hR7FcMYg32xsSAObuq8 🎓 Certification Cram Videos 🔗 https://youtube.com/playlist?list=PLlVtbbG169nHz2qfLvPsAz9CnnXofhmcA 🧠 Mentoring Content 🔗 https://youtube.com/playlist?list=PLlVtbbG169nGHxNkSWB0PjzZHwZ0BkXZZ ❔ 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-spring.com/ 👂 Enable the subtitles and from there you can translate to your native language via the auto-translate feature in settings! https://youtu.be/v5b53-PgEmI for a demo of using this feature. SUBSCRIBE ✅ https://www.youtube.com/channel/UCpIn7ox7j7bH_OFj7tYouOQ?sub_confirmation=1 #ai #microsoftcopilot #johnsavillstechnicaltraining