Retrieval Optimization for RAG: Data Structures That Make Search Fast and Reliable
In Retrieval-Augmented Generation (RAG) systems, inference efficiency only solves half of the problem. The other half lies in retrieval. Dense retrieval models, vector search indexes, and hybrid scoring mechanisms all rely on data structures whose design significantly impacts performance.
While many developers focus on model architecture and fine-tuning, the retrieval