InfoQ

Why Vector Search Alone Isn't Enough: Hybrid Retrieval for RAG

In this article, author Aaditya Chauhan discusses the limitations of RAG pipelines based purely on vector search and how an ...
IEEE

Parallelizing SRAM Arrays with Customized Bit-Cell for Binary Neural Networks

Abstract: Recent advances in deep neural networks (DNNs) have shown Binary Neural Networks (BNNs) are able to provide a reasonable accuracy on various image datasets with a significant reduction in ...
IEEE

LLAMA: Efficient graph analytics using Large Multiversioned Arrays

Abstract: We present LLAMA, a graph storage and analysis system that supports mutability and out-of-memory execution. LLAMA performs comparably to immutable main-memory analysis systems for graphs ...