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That is solved by hypothetical embeddings. Background: https://summarity.com/hyde https://summarity.com/hyde Demo: https://youtu.be/elNrRU12xRc?t=1550 https:/
by summarity 3y ago
That is solved by hypothetical embeddings.
Background: https://summarity.com/hyde https://summarity.com/hyde
Demo: https://youtu.be/elNrRU12xRc?t=1550 https://youtu.be/elNrRU12xRc?t=1550 (or try it on findsight.ai and compare results of the "answer" vs the "state" filter)
For even deeper retrieval consider late interaction models such as ColBERT
- akiselev 3y agoAny material comparing the different embedding models? I'm working on information retrieval from government documents and without any ML experience it's daunting
- adamgordonbell 3y agoI'm not understanding how that works compared to having the full text? Does the embedding structure somehow expose the themes? And if so, is it more the embeddings that are answering the question by how it groups things?