Dynamic Retrieval-Augmented Generation

no code implementations • 14 Dec 2023 • Anton Shapkin, Denis Litvinov, Yaroslav Zharov, Egor Bogomolov, Timur Galimzyanov, Timofey Bryksin

Our approach achieves several targets: (1) lifting the length limitations of the context window, saving on the prompt size; (2) allowing huge expansion of the number of retrieval entities available for the context; (3) alleviating the problem of misspelling or failing to find relevant entity names.

abstractive question answering Code Generation +3