How to Integrate RAG - Retrieval Augmented Generation into a LLM? (Practical Demo)

AI Researcher · Beginner ·🧠 Large Language Models ·1y ago
#RAG #Retrieval-AugmentedGeneration #llm #largelanguagemodels #languagemodel #gpt In this video, you will see a practical demo on how Retrieval-Augmented Generation (RAG) can be integrated into a Large Language Model (LLM). -------------------------------------------------------------------------------------------------------------------------------------------------------------- Github repository to access the code: https://github.com/manishasirsat/rag-llm-demo What is Retrieval-Augmented Generation (RAG) Architecture: https://youtu.be/fjNVID5Q9YA Generative AI Playlist: https://www.yo…
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Chapters (8)

Intro
0:35 RAG pipeline
4:12 RAG demo
8:23 LLM without RAG
10:06 LLM with RAG integration
11:00 RAG indexing
14:00 RAG Retrieval
15:26 response generation
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