From Vector Search to Agentic RAG: Building an Enterprise Research Analyst With hipVS
AMD, Wednesday, July 15th, 2026
AMD demonstrates building an agentic RAG research analyst on AMD GPUs using the hipVS vector search library.
AMD walks through constructing an enterprise research analyst application that progresses from basic vector similarity search to a full agentic retrieval-augmented generation pipeline.
The demo uses hipVS, AMD's GPU-accelerated vector search library, as the retrieval backbone.
The post covers indexing strategy, retrieval quality tuning, and how agent planning loops change the access patterns a vector store must serve. Performance figures on AMD Instinct hardware illustrate the throughput available for retrieval-heavy agent workloads.