RAG
5 Posts

The Next Platform Shift: A Pragmatic Playbook for Building with AI

AI is a platform reset. Build multi-model agentic apps, run a distillation factory, ship an AI app server, and measure workflow adoption.…

The Next Platform Shift: A Pragmatic Playbook for Building with AI

Harnessing Semantic Routing for LLM Agents in AI Agentic Workflows

A production guide to semantic routing for LLM agents—architecture, thresholds, abstain logic, evaluation, and copy-ready implementation patterns that cut cost/latency without hurting success.…

Harnessing Semantic Routing for LLM Agents in AI Agentic Workflows

Harnessing LLMs for Leading Questions and Suggestive Prompts in E-Commerce Applications

A production guide to using LLMs for suggestive prompts in e-commerce—grounded prompts, tone controls, policy guardrails, evidence-aware RAG, and measurement that balances lift with trust.…

Harnessing LLMs for Leading Questions and Suggestive Prompts in E-Commerce Applications

Choosing the Best Vector Store & Hybrid Search for GenAI Agent Workflows in E-commerce

A practitioner’s guide to choosing and operating hybrid search for GenAI agents in e-commerce—BM25 + ANN + reranking + rules—with concrete decision criteria, metrics, and a 30/60/90 rollout.…

Choosing the Best Vector Store & Hybrid Search for GenAI Agent Workflows in E-commerce

Revolutionizing Contact Centers with LLM Agents: A Practical Guide

A practitioner’s blueprint to deploy LLM agents in contact centers—architecture, safety, RAG, metrics, and a 30/60/90 rollout that drives automation and lowers cost per contact.…

Revolutionizing Contact Centers with LLM Agents: A Practical Guide