Technology

Analyze access patterns Start by instrumenting the database and application to collect query logs, latency percentiles, QPS, and resource metrics […]

Why Conversational AI Matters Conversational AI shifts interfaces from rigid menus to natural language, letting users complete tasks faster and

What is a CNN? A convolutional neural network is a specialized deep-learning model built to process images and other grid-like

XOR problem overview Exclusive OR (XOR) returns 1 when exactly one of two binary inputs is 1 and 0 otherwise.

Design goals and requirements Design decisions should start from measurable goals: data correctness and integrity, predictable latency (SLA), throughput, availability

What are LangChain and LangGraph? LangChain is an open-source framework (Python and JavaScript) for building applications that orchestrate large language

Embedded analytics: opportunity and drivers Embedding analytics inside applications converts passive interfaces into action-oriented products that keep users in-context, reduce

Speculative sampling overview Speculative sampling speeds up autoregressive generation by splitting work between a small, fast draft model that proposes

Define goals and KPIs Start by tying analytic work to a measurable business outcome: what specific behavior in category pages