differentiable-search-index

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emil1326 / EmilsRecallIndexModelTest

Generative-retrieval memory router (DSI: query→note-id) vs. embedding retrieval on a small, linked, franglais personal-memory corpus — with a hardened, confound-free eval. Reproducible.

information-retrieval reproducible-research lora dsi llm personal-memory generative-retrieval embedding-retrieval differentiable-search-index

Updated Jul 4, 2026
Python

NabiBukhsh-AI / sigil

Star

Semantic Identifier Generative Index Layer: a trie-constrained generative retrieval (DSI-class) system that maps queries directly to document identifiers by constrained autoregressive decoding over frozen residual-quantization semantic IDs. No ANN index in the serving path.

information-retrieval pytorch rag neural-search constrained-decoding residual-quantization generative-retrieval semantic-ids differentiable-search-index

Updated Sep 6, 2026

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