本文系统阐述一条为期三年的Python AI工程能力培养路径，强调从扎实Python基础出发，经AI调用、调试到架构设计三阶跃迁，最终实现本地大模型（如Llama.cpp）端到端部署。内容涵盖环境配置避坑、模型服务化（FastAPI）、向量数据库（Chroma）、AI Agent开发及Streamlit前端集成等关键技术环节，聚焦真实 ...

Python在整条链路里是“胶水层”：摄像头读帧用OpenCV，推理用onnxruntime，业务逻辑和HTTP接口用FastAPI。 这样比纯C++开发快得多，也符合大多数做课程设计和智慧教室改造的团队的技术背景。 为什么不用把所有视频流推到服务器集中处理？

My Udemy Course has 41 repositories available. Follow their code on GitHub.

FastAPI is a web framework for building fast, modern web APIs in Python. It features data validation using type hints (Pydantic), automatically generated API documentation (Swagger UI), and ...

I recently learned that a new AI model has been released by OpenAI.The model released this time is called 'GPT-6.1 ...

An incremental course that teaches real DevOps habits around a deliberately small Notes app (FastAPI). The app code stays tiny; every branch adds exactly one DevOps concept around it, and each branch ...

October isn’t quite done yet! A few late arrivals made the cut, and they’re too good for us to hold back until November. Inside: A free frontend event about AI, a free way to practice reviewing ...