京东AI agent开发工程师
社招全职1年以上软件开发岗地点:广东状态:招聘
工作描述
任职要求 1.本科及以上学历,计算机科学、软件工程、人工智能、数学/统计学等相关专业; 2.至少1年以上AIAgent系统部署与架构设计的实战经验,熟悉Agent相关技术栈(如LangChain、LlamaIndex、AutoGen、CrewAI等)的底层原理与工程实践; 3.具备良好的系统设计能力,能够从全局视角思考问题,参与设计高可用、可扩展、低延迟的AIAgent系统,熟悉多智能体协作(Multi-Agent)、自我演进(Self-evolving)等先进范式; 4.在以下至少两个领域有深入研究或项目经验:RAG(检索增强生成)、强化学习(RL)、多智能体系统(Multi-AgentSystems)、复杂任务…
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包括英文材料
学历+
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
系统设计+
https://roadmap.sh/system-design
Everything you need to know about designing large scale systems.
https://www.youtube.com/watch?v=F2FmTdLtb_4
This complete system design tutorial covers scalability, reliability, data handling, and high-level architecture with clear explanations, real-world examples, and practical strategies.
LangChain+
https://python.langchain.com/docs/tutorials/
New to LangChain or LLM app development in general? Read this material to quickly get up and running building your first applications.
https://www.freecodecamp.org/news/beginners-guide-to-langchain/
LangChain is a popular framework for creating LLM-powered apps.
LlamaIndex+
https://developers.llamaindex.ai/python/framework/getting_started/starter_example/
This tutorial will show you how to get started building agents with LlamaIndex.
https://www.ibm.com/think/tutorials/llamaindex-rag
LlamaIndex is a powerful open source framework that simplifies the process of building RAG pipelines.
AutoGen+
https://microsoft.github.io/autogen/0.2/docs/Getting-Started/
AutoGen is an open-source programming framework for building AI agents and facilitating cooperation among multiple agents to solve tasks.
https://www.youtube.com/watch?v=JmjxwTEJSE8
Whether you know everything there to AI Agents or are a complete beginner, I believe there is something to learn here.
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