In this video I explore HOW generative AI works with your data and why terms like retrieval augmented generation (RAG), semantic index, semantic search, vectors and embeddings are so important.
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▬▬▬▬▬▬ C H A P T E R S ⏰ ▬▬▬▬▬▬
00:00 – Introduction
00:29 – My typical day and need for information
03:58 – RAG
05:16 – LLM refresher
08:16 – Orchestrators and information to LLMs
12:56 – Semantic index, search, vector, embeddings?
15:26 – Embedding models and creating vector
21:12 – 2 dimensions
23:58 – Semantic search and nearest neighbor
26:31 – Why embeddings and semantic search are so important
27:36 – Summary and close
▬▬▬▬▬▬ K E Y L I N K S 🔗 ▬▬▬▬▬▬
► Whiteboard:
🔗 https://github.com/johnthebrit/RandomStuff/raw/master/Whiteboards/RAG.png
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