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.
RAG
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5 Posts
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 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.
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.
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.
