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📌Anthropic's Article 👉 https://www.anthropic.com/news/contextual-retrieval
In this video we implement the RAG method that was shown in an article published by Anthropic called Contextual RAG, which significantly improves the performance of a traditional rag system by just including an additional layer where we contextualize the chunks before we create vector embeddings out of it.
TIMESTAMPS
00:00 INTRO
00:30 Quick Overview of Traditional RAG
03:25 Anthropic's Example On Contextual Irrelevance
06:45 Overview of Contextual RAG
08:10 Explaining the Contextual RAG Workflow
18:00 Testing the Contextual RAG Workflow
27:45 Looking at the Vector Store
and if you are wondering, below are the details of my equipment
Mic: Rode NT USB+
Cam: Logitech MXBrio 4k Ultra HD