Bringing Memory to your AI Apps with Azure Cognitive Search! | Intro to Semantic Kernel

  Переглядів 3,342

Alex Chao

Alex Chao

9 місяців тому

Want to bring the power of vector search to your AI applications? Curious about the Microsoft memory service powering many of their internal Copilots?
Watch Devis Lucato, principal architect for the Semantic Kernel, walk through Azure Cognitive Search and their latest support for vectors and how you can bring this to your own AI projects!
Read the Semantic Kernel blog post here: devblogs.microsoft.com/semant...
And the announcement from Azure: techcommunity.microsoft.com/t...
And the code for the demo: github.com/dluc/Azure-Cogniti...
01:00 What is Azure Vector Search?
05:02 Let's see a demo in C#!
14:01 Let's see a demo in Python!
16:30 Concluding thoughts and the future of AI memory
Join the Semantic Kernel Discord and drop by a community office hour!
github.com/microsoft/semantic...
If you like this content, subscribe to my channel to see more videos like this!
And follow me on other platforms so you’ll never miss out on my updates!
💌 Sign up for my free AI newsletter Chaos Theory: alexchao.substack.com/subscribe
🐦 Follow me on Twitter / alexchaomander
📷 And Instagram! / alexchaomander
🎥 And TikTok! / alexchaomander
👥 Connect with me on LinkedIn / alexchao56

КОМЕНТАРІ: 9
@alexchaomander
@alexchaomander 9 місяців тому
How are you going to incorporate memory into your AI applications? Leave your thoughts in a comment below!
@afederici75
@afederici75 8 місяців тому
Great video and great feature. The 'recall' function being the one thing that brings all together! Thanks.
@snarkyboojum
@snarkyboojum 9 місяців тому
Love that you have python and C# here. Great stuff.
@joslatbarcelona
@joslatbarcelona 6 місяців тому
Well it is clear, after this video and reading some documentation , that Hybrid and multi modal embedding, is the way. Thanks for the outstanding video - and work!!
@pawangupta80
@pawangupta80 9 місяців тому
SK integration with Azure cognitive search , for embedding can we use OpenAI endpoint directly or it only works with Azure OpenAI deployment?
@alexchaomander
@alexchaomander 9 місяців тому
I believe you can bring your own vectors to Azure cognitive search! So if you want to use Open AI or any other model provider to create the embeddings, that should work!
@endintiers
@endintiers 9 місяців тому
You could use HuggingFace Embeddings etc.
@blaketindol2991
@blaketindol2991 9 місяців тому
Is there any update on when a Python tutorial might come for this for semantic kernel?
@alexchaomander
@alexchaomander 9 місяців тому
Devis shows off the Python example at 14:01 in the video! I'll put a timestamp. The code is already available in the latest pip package!
Semantic Kernel in Azure Prompt Flow For Your Plugins
27:59
Кровосток - разговор с легендами / вДудь
2:12:57
Первая поломка Scirocco! Балацко попал на мотор.
1:13:12
Big Tech AI Is A Lie
16:56
Tina Huang
Переглядів 54 тис.
Building AI solutions with Semantic Kernel | BRK217H
46:04
Microsoft Developer
Переглядів 19 тис.
Build your own ChatGPT Plugin in C#! | Intro to Semantic Kernel
22:01
Vector search, RAG, and Azure AI search
1:04:54
Pamela Fox
Переглядів 10 тис.
Building your first AI Agent with the Semantic Kernel SDK and C# 🤖
13:53
GraphRAG: LLM-Derived Knowledge Graphs for RAG
15:40
Alex Chao
Переглядів 42
Cognitive Search - Azure Search with AI | Azure Friday
14:24
Microsoft Azure
Переглядів 39 тис.
Azure AI Search: Generating the right answers, every time
19:40
Microsoft Developer
Переглядів 15 тис.
The PA042 SAMSUNG S24 Ultra phone cage turns your phone into a pro camera!
0:24
Що покаже Apple, гнучкі айфони та Windows переходить на ARM
17:49
Ноталка Шелягіна
Переглядів 60 тис.
Result of the portable iPhone electrical machine #hacks
1:01
KevKevKiwi
Переглядів 7 млн
Що покаже Apple, гнучкі айфони та Windows переходить на ARM
17:49
Ноталка Шелягіна
Переглядів 60 тис.
Как должен стоять ПК?
1:00
CompShop Shorts
Переглядів 675 тис.