filmov
tv
Implement #RAG (Retrieval Augmented Generation) Architecture with Azure #OpenAI in #MicrosoftFabric

Показать описание
In the previous posts we were starting our journey with Azure OpenAI and Microsoft Fabric for Data Engineering and Business Intelligence use cases. In this video we are kicking things up a notch or two as we are going to cover how to implement RAG (retrieval augmented architecture) in Microsoft Fabric.
This video is inspired by the following tutorial provided by Microsoft however, I had to modify a few things to make sure that the code could actually run in my Fabric environment. The modified notebook can be found below.
Our blog with working code:
Original MS Tutorial link:
This video is inspired by the following tutorial provided by Microsoft however, I had to modify a few things to make sure that the code could actually run in my Fabric environment. The modified notebook can be found below.
Our blog with working code:
Original MS Tutorial link:
What is Retrieval-Augmented Generation (RAG)?
How to set up RAG - Retrieval Augmented Generation (demo)
Back to Basics: Understanding Retrieval Augmented Generation (RAG)
Intro to RAG for AI (Retrieval Augmented Generation)
A Helping Hand for LLMs (Retrieval Augmented Generation) - Computerphile
Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
How to use RAG (Retrieval Augmented Generation) - Short Tutorials
Build a Large Language Model AI Chatbot using Retrieval Augmented Generation
5 Common Mistakes When Building a RAG System
Local Retrieval Augmented Generation (RAG) from Scratch (step by step tutorial)
RAG + Langchain Python Project: Easy AI/Chat For Your Docs
What is RAG? (Retrieval Augmented Generation)
How to build Multimodal Retrieval-Augmented Generation (RAG) with Gemini
Build a RAG Based LLM App in 20 Minutes! | Full Langflow Tutorial
Getting started with (Retrieval Augmented Generation) RAG in Java & Spring AI
When Do You Use Fine-Tuning Vs. Retrieval Augmented Generation (RAG)? (Guest: Harpreet Sahota)
Build your own RAG (retrieval augmented generation) AI Chatbot using Python | Simple walkthrough
L-7 RAG (Retrieval Augmented Generation)
Implement RAG (Retrieval Augmented Generation) #ai #springboot
How to Improve LLMs with RAG (Overview + Python Code)
What is Retrieval Augmented Generation (RAG) - Augmenting LLMs with a memory
Retrieval Augmented Generation (RAG) | Embedding Model, Vector Database, LangChain, LLM
Build a Retrieval-Augmented Generation Chatbot in 5 Minutes
Chatbots with RAG: LangChain Full Walkthrough
Комментарии