High Performance (Realtime) RAG Chains: From Basic to Advanced
I will build high-performance real-time Retrieval Augmented Generation (RAG) systems in this tutorial using Llama 3, GroqCloud, LangChain, and Redis.
The written tutorial, along with the code:
https://www.rabbitmetrics.com/realtime-rag-with-llama-3
Here's a tutorial on how to set up a database on Redis:
https://youtu.be/MXhfLUoIRno
The dataset used in the video
https://huggingface.co/datasets/ashraq/fashion-product-images-small
▬▬▬▬▬▬ V I D E O C H A P T E R S & T I M E S T A M P S ▬▬▬▬▬▬
0:00 Intro
1:29 Installing libraries and connecting to a databases
3:25 Simple RAG Chain
5:29 H…
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Chapters (5)
Intro
1:29
Installing libraries and connecting to a databases
3:25
Simple RAG Chain
5:29
Hybrid RAG Chain
7:17
Contextualized RAG Chain
DeepCamp AI