Building a Precision Search Engine Without Vectors: A Practical Approach for SAP Commerce Cloud

Introduction Search technology has entered a new era with the rise of vector embeddings and neural retrieval models. While these approaches offer powerful capabilities, they also introduce complexity, resource overhead, and opaque debugging challenges. At HybrisArchitect.com, we recently implemented a multilingual, natural language–friendly search engine that focuses on PDF document retrieval,…