Do Reranking Models Actually Improve RAG?
Adam Lucek
@adamlucekAbout
teach them to long for the endless immensity of the sea For inquiries, refer to the email in my links section.
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To try everything Brilliant has to offer—free—for a full 30 days, visit https://brilliant.org/AdamLucek/ You’ll also get 20% off an annual premium subscription! Resources: Code - https://github.com/ALucek/rag-reranking BERT Video - https://www.youtube.com/watch?v=n_UQ0e0fBIA What Really Is a Vector Database? - https://youtu.be/NMfArmQ27m4 Chapters: 00:00 - Intro 02:00 - Brilliant! 03:46 - Bi Encoder Theory 07:00 - Bi Encoder Example 09:44 - Cross Encoder Theory 12:46 - Cross Encoder Example 14:59 - Late Interaction Theory 18:14 - Late Interaction Example 21:40 - RAG Setup 26:46 - Full RAG Reranking Pipeline 30:57 - Discussion #ai #datascience #programming This video is sponsored by Brilliant
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