Python programs, usually short, of considerable difficulty, to perfect particular skills.
🌊深度整合全球顶尖学术、金融与教育资源:学术板块汇聚 JSTOR、Taylor & Francis、剑桥大学出版社等权威平台的论文,并接入 Z-Library 影子图书馆的海量电子书;教育板块收录香港、新加坡从小学到高中以及大学学科教科书;金融板块则聚合香橼、摩根、野村等顶级机构的深度研报,只为打破信息孤岛,构建知识平权普惠知识库。
Multi-agent systems, memory, planning, reasoning loops
Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, agents (loop from scratch, tool design, guardrails, MCP, Skills), fine-tuning vs LoRA, prompt-injection/security, LLMOps, and customer craft. Runs on the free Groq API.