AI 系统设计
Design a Real-Time Voice AI Agent
原题Design ChatGPT: Training to Serving (End to End)
原题Design a RAG System (Chat with Your Documents)
原题Design an enterprise RAG assistant over 10M documents with per-user permissions.
原题Design Memory for a Personal AI Assistant
原题Design a Deep Research Agent
原题Design a Multi-Agent Customer Support System
原题Design an On-Device AI Assistant
原题Design a Multimodal Search System (Text, Image, Video)
原题Design an LLM Inference Platform (vLLM-as-a-Service)
原题Design an LLM Evaluation Platform
原题Design a Text-to-Image Generation Service (Midjourney-like)
原题Design a Music Generation Service (Suno-like)
原题Design a Video Generation Service (Sora-like)
原题Design an AI Coding Agent.
原题Design a code generation and review system.
原题Design a content moderation system using AI.
原题Design a real-time AI recommendation system.
原题Design an AI-powered email assistant.
原题Design a medical diagnosis assistant using AI.
原题Design a fraud detection system powered by LLMs.
原题Design an AI-powered data extraction pipeline from unstructured documents.
原题Design a Text-to-SQL system over a data warehouse with thousands of tables.
原题Design a personalized learning assistant.
原题Design an AI system for automated code migration.
原题Design an AI-powered legal document review system.
原题Design a conversational AI system with memory across sessions.
原题How do you design for latency vs quality trade-offs in AI systems?
原题How do you implement caching strategies for LLM applications?
原题How do you design rate limiting and cost management for AI APIs?
原题How do you handle failover and fallback strategies for AI systems?
原题How do you design an AI system for high availability and fault tolerance?
原题How do you design an AI system that gracefully degrades when the model is unavailable?
原题What are the key considerations for multi-region deployment of AI systems?
原题Design an AI-powered search engine for an e-commerce platform.
原题Design an AI gateway/proxy for managing LLM access across an organization.
原题How do you design a RAG system that handles conflicting information across sources?
原题How do you approach capacity planning for an AI system?
原题Design a multi-tenant AI chatbot platform where each business gets a custom chatbot.
原题Design an AI meeting summarizer system for thousands of meetings daily.
原题Design an AI notification system that prioritizes instead of broadcasting.
原题Design an AI-powered anomaly detection system for cloud infrastructure.
原题Design an AI-powered document processing pipeline for financial institutions.
原题Design an AI dynamic pricing engine.
原题Design an AI resume screening system that handles 100K applications per week.
原题Design an AI voice assistant architecture.
原题Design a multi-agent workflow system where agents collaborate on complex tasks.
原题Design a real-time AI transcription system for concurrent audio streams.
原题Design an AI-powered live streaming content moderation system.
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