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DataFunSummit
DataFunSummit
Oct 5, 2025 · Artificial Intelligence

How Xiaomi’s XiaoAI Harnesses Large Models for Intent Routing and Response Generation

This article explains how Xiaomi’s XiaoAI assistant integrates large language models for intent distribution, vertical intent understanding, and response generation, detailing the architecture, challenges such as knowledge requirements and sub‑200 ms latency, and the shift from prompt engineering to model fine‑tuning that boosted user retention by 10% and query satisfaction by 8%.

AI assistantIntent RoutingPrompt engineering
0 likes · 4 min read
How Xiaomi’s XiaoAI Harnesses Large Models for Intent Routing and Response Generation
DataFunSummit
DataFunSummit
Sep 29, 2025 · Artificial Intelligence

How Large Language Models Power XiaoAI: From Intent Routing to Response Generation

This article explores how large language models are integrated into Xiaomi’s XiaoAI assistant, detailing the system’s architecture, intent distribution, domain-specific understanding, and response generation, while sharing practical challenges, prompt engineering solutions, and fine‑tuning strategies that boosted user retention and query satisfaction.

AI assistantsIntent RoutingLarge Language Models
0 likes · 4 min read
How Large Language Models Power XiaoAI: From Intent Routing to Response Generation