基于 FastAPI + LangChain + DeepSeek 的智能家居 AI Agent，支持自然语言控制设备、定时任务、RAG 记忆检索 - XiaoYe-Git2026/smart-home-agent ...

built a fail-closed eval harness with pre-registered design and cache-cold enforcement before collecting any data, and a production rag system with a 98-run ablation to isolate a single variable.

Artificial Intelligence is no longer a futuristic concept. It is transforming industries, automating business operations, and creating entirely new career opportunities. Yet many beginners feel ...