Openai ML System Design Interview Questions
Master your tech interview with our curated database of real questions from top companies.
Design an AI chatbot with browser storage
System Design: Browser-Only Chatbot With Streaming and No Server-Side Conversation Storage Context Design an AI chatbot where all user messages and co...
Design an ML search system
Design an ML‑Powered Enterprise Document Search System Context You are designing a multi‑tenant enterprise search system that indexes documents from m...
Design an enterprise RAG system
System Design Task: Retrieval-Augmented Generation (RAG) for Enterprise Users You are designing a multi-tenant enterprise RAG system that answers user...
Design a GPU credit system and scheduler
Design a GPU Credit Accounting and Scheduling Service (Technical Screen) Context You are designing a backend service for an ML platform that runs trai...
Design a production RAG system
Design a Production RAG System for Enterprise Document QA Context You are designing a Retrieval-Augmented Generation (RAG) system to answer questions ...
Design enterprise RAG search system
Design an End-to-End Enterprise RAG Search System Background You are tasked with designing a Retrieval-Augmented Generation (RAG) search system for en...
Design AI chat bot system
System Design: In-Browser AI Chat With Streaming Requirements Design a web-based AI chatbot system that satisfies all of the following: 1. User messag...
Design an End-to-End ML System
System Design: Real-Time Recommendation ML System Context You are tasked with designing an end-to-end machine-learning system that serves real-time re...
Design an enterprise RAG system
System Design: Retrieval-Augmented Generation (RAG) for Enterprise Context Design a production-grade, multi-tenant RAG platform for enterprise users. ...
Design a response-ranking ML system
System Design: Ranking Candidate Text Responses to Maximize User Satisfaction You are designing an end-to-end machine learning system that, given a us...
Design ChatGPT homepage with streaming choices
System Design: ChatGPT‑Style Homepage with Streaming Goal Design a ChatGPT‑style web homepage end to end. Users should type a prompt and see the model...
Design a low-latency RAG system
System Design: Production-Grade RAG for Customer Support (p99 ≤ 1.5 s) Goal Design a production-ready retrieval-augmented generation (RAG) system for ...
Design an ML search system with RAG
System Design: ML-Powered Enterprise Search with RAG Design an ML-powered enterprise search system using Retrieval-Augmented Generation (RAG) under th...