RAG for Pricing: Enhancing E-commerce AI Models with Real-Time Data Feed

Discover how Retrieval-Augmented Generation (RAG) combined with real-time pricing data can prevent AI hallucinations and provide dynamic pricing intelligence for e-commerce.

The Problem with Static AI in Dynamic Pricing

Large Language Models (LLMs) are trained on historical data. If you ask an AI, "What is the average price of an iPhone 15 Pro?", it will give you an outdated answer. In the e-commerce landscape where Amazon changes prices millions of times a day, feeding outdated data to your pricing intelligence systems leads to massive margin losses.