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Hybrid retrieval can possibly be the best of both worlds. I invested a lot of time with the last txtai release adding a minimal dependency Python-based BM25 co
by dmezzetti 3y ago
Hybrid retrieval can possibly be the best of both worlds.
I invested a lot of time with the last txtai release adding a minimal dependency Python-based BM25 component (https://neuml.hashnode.dev/building-an-efficient-sparse-keyword-index-in-python https://neuml.hashnode.dev/building-an-efficient-sparse-keyw...). And keyword-only indexes are supported if one desires.
I'm with you 100% on not herding to any one way for any problem. I still remember the pre-2023 world where you weren't pressured to work LLMs into everything.