New technique makes RAG systems much better at retrieving the right documents
Source: Venture Beat
By adding knowledge of surrounding documents to document embeddings, you can make embedding models aware of the context of their applications.
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/cdn.vox-cdn.com/uploads/chorus_asset/file/25737195/AB4_6911_Q2mnYmjN.JPG?w=1200&resize=1200,0&ssl=1 "60 million households watched the Tyson vs. Paul fight on Netflix")
/cdn.vox-cdn.com/uploads/chorus_asset/file/25545709/STK481_STK432_CONGRESS_GOVERNMENT_CIVRGINIA_A.jpg?w=1200&resize=1200,0&ssl=1 "The FTC says spam call complaints are way down since 2021")
/cdn.vox-cdn.com/uploads/chorus_asset/file/25350531/8A0A1086.jpeg?w=1200&resize=1200,0&ssl=1 "Narwal’s Freo X Ultra, the best mopping robot available, is on sale for a new low price")