Type
Reference Architecture.
6 papers tagged reference architecture.
The multimodal shopping assistant: an agentic architecture for open-ended discovery
An agentic architecture for a shopping assistant that reasons over text and images together, resolves references across a multi-turn conversation, and retrieves products from a retailer's own catalog — turning open-ended requests that keyword search fails into completed carts.
Read the paper →- July 2026OperationsAGA—07
Catalog enrichment: generating localized product content at scale
A pipeline that turns a bare product image into a full, locale-aware catalog entry — categorized attributes, translated copy, culturally-appropriate imagery and an interactive 3D asset — with a vision-language reflection loop scoring every output before it ships.
Luis Hasanaj · Read → - June 2026OperationsAGA—06
The intelligent warehouse: a multi-agent architecture for operations
An architecture for warehouse operations that splits the work across five specialized agents behind one orchestrator, so operators run equipment, tasks, safety, forecasting and documents by asking in plain language.
Luis Hasanaj · Read → - May 2026EngineeringAGA—05
Transaction foundation models: transformer embeddings for tabular financial data
A transaction foundation model learns from large volumes of tabular financial data to produce transformer embeddings of individual transaction rows. Fed as features into existing ML models, those embeddings raise accuracy and cut false positives on fraud detection, authorization and risk scoring.
Luis Hasanaj · Read → - March 2026EngineeringAGA—03
Agentic commerce: a reference architecture for AI checkout under merchant control
A reference architecture for letting AI agents discover products, apply promotions, and complete secure checkouts on a customer's behalf — over a standardized agent-to-merchant protocol layer that keeps pricing, payments, and compliance under merchant authority.
Luis Hasanaj · Read → - January 2026EngineeringAGA—01
GPU Query Engine (GQE): a reference architecture for GPU-accelerated SQL
A reference architecture for a GPU-accelerated SQL engine — built on libcudf and NVCOMP — that pushes complex analytics query processing to speed-of-light on modern GPUs.
Luis Hasanaj · Read →