Indexing and Routing Strategies in Retrieval-Augmented Generation (RAG) Chatbots explore the methodologies for organizing data and directing queries to the most relevant sources. The strategies include chunking, multi-representation indexing, semantic chunks, structure-based chunking, and graph-based chunking.
•17m read time• From blog.gopenai.com
Table of contents
Indexing and Routing Strategies in Retrieval-Augmented Generation (RAG) ChatbotsIndexing StrategiesChunk OptimizationMulti-representation Indexing/ Multi Vector RepresentationRAPTOR (Recursive Abstractive Processing for Tree-Organized Retrieval) for Hierarchical IndexingRAGatouilleQuery RoutingConclusionResourcesSort: