E-commerce AI
2 Posts

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.…

Piyush Piyush
LLMs E-commerce AI personalization prompts RAG product-led-growth
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.…

Piyush Piyush
Vector Databases E-commerce AI vector-search hybrid RAG ecommerce ranking
Choosing the Best Vector Store & Hybrid Search for GenAI Agent Workflows in E-commerce