Hi, I'm Liuyaowen 👋
Building the Future of
One-Person Companies.
Founder of BecomeOPC
✦ AI Agents
⚡ Automation
{} Open Source
Helping everyone build a company with AI.
「Build small. Think big. Stay independent.」
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Recent Writing
01
Post ·
Implementing a Multi-Turn Intent Recognition Assistant from Scratch: Corpus, State, Routing, and Evaluation
组装可运行的酒店助手：补槽、短回复、条件取消、操作确认、模拟订单和 SQLite 状态，提供 HTTP 接口、识别器切换、代码下载与完整系列导航。
02
Intent Recognition Service Launch: Latency, Cost, Monitoring, and Error Closure
Post · AI 与机器学习
03
Intent Routing in RAG and Agent: Retrieval, Tools, Small Talk, and Clarification
Post · AI 与机器学习
04
意图识别小模型实战：分类头训练、知识蒸馏与低成本部署
Post · AI 与机器学习
05
How to Evaluate Intent Recognition: From Classification Accuracy to Multi-turn Task Success Rate
Post · AI 与机器学习
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