The Question
ML DesignScalable LLM-based RAG Assistant
Design an end-to-end enterprise chatbot system that leverages Large Language Models and Retrieval-Augmented Generation (RAG) to provide accurate, real-time responses based on a massive internal knowledge base. The system must handle high concurrency, ensure data privacy, and maintain high factual accuracy while minimizing latency for millions of users.
LLM/GPT
RAG
Vector Database
RLHF
Intent Classification
February 25, 2026