Get started with Generative AI - Azure AI Foundry Overview

A review of the pro-code Azure AI tooling in Azure AI Foundry. 🔎 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 00:39 - Copilots 01:05 - Capital C Copilots 03:02 - Little c copilots 04:25 - Copilot Studio 09:39 - How to pick 10:43 - Azure AI Foundry core capabilities 13:20 - Types of model 15:24 - Trends in AI 18:10 - Traditional AI services and generative 22:39 - Portal and SDK 23:39 - Model collection 29:19 - Model lack of memory 30:25 - Where the model is running 32:06 - Benchmarks 37:57 - GitHub Marketplace 43:46 - Deployment options 44:13 - Serverless endpoint 48:16 - Managed compute 49:40 - Interacting with generative AI 52:51 - Retirements 54:58 - Evaluations 57:25 - Tracing 58:33 - Fine tuning 1:03:23 - Distillation 1:05:25 - Inferencing API 1:08:06 - Safety 1:14:35 - Agents 1:17:59 - Orchestrators 1:20:23 - Azure AI Search 1:21:35 - Hubs and projects 1:24:22 - Integration 1:26:47 - Close ▬▬▬▬▬▬ K E Y L I N K S 🔗 ▬▬▬▬▬▬ ► Video whiteboard: 🔗 https://github.com/johnthebrit/RandomStuff/raw/master/Whiteboards/AzureAIFoundry.png ► Microsoft Docs: 🔗 https://azure.microsoft.com/products/ai-foundry/ ► Foundry portal: 🔗 https://ai.azure.com ► GitHub Marketplace Rate Limits: 🔗 https://docs.github.com/en/github-models/prototyping-with-ai-models#rate-limits ► Data Storage: 🔗 https://techcommunity.microsoft.com/blog/azure-ai-services-blog/data-storage-in-azure-openai-service/4382502 ► Retirements: 🔗 https://learn.microsoft.com/en-us/azure/ai-studio/concepts/model-lifecycle-retirement https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/model-retirements ▬▬▬▬▬▬ 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 #microsoft #azure #cloud #johnsavillstechnicaltraining #onboardtoazure