Context Window Optimization: Architectural Paradigms, Retrieval Integration, and the Mechanics of Million-Token Inference

1. Introduction: The Epoch of Infinite Context The trajectory of Large Language Model (LLM) development has undergone a seismic shift, moving from the parameter-scaling wars of the early 2020s to Read More …

Architecting ML Inference: A Definitive Guide to REST, gRPC, and Streaming Interfaces

Executive Summary The operationalization of machine learning (ML) models into production environments presents a critical architectural crossroads: the choice of an interface for serving inference requests. This decision profoundly impacts Read More …

Data Formats: Avro, CSV, Parquet, JSON, and XML

Introduction In today’s data-driven world, businesses and organizations rely on a wide range of data formats to make informed decisions and drive innovation. Among the myriad data formats available, Avro, Read More …