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This tree search framework hits 98.7% on documents where vector search fails
A new open-source framework called PageIndex solves one of the old problems of retrieval-augmented generation (RAG): handling very long documents.The classic RAG workflow (chunk documents, calculate embeddings, store them in a vector database, and retrieve the top matches based on semantic similarity) works well for basic tasks such as Q&A over small documents.PageIndex abandons the standard & [...]
Shark robot vacuums are up to 50 percent off for Prime Day
Shark robot vacuums are on sale for Prime Day and there are some good deals to be had. For instance, the AI Ultra is on sale for just $280. This is 50 percent off, as the regular price is $550. <br /> This model topped our list of the best robot vacuums, so it's the real deal. The AI Ultra boasts fantastic suction power and the bagless self-emptying base is incredibly handy. There' [...]
