* 相關條目 * [[Agent 開發知識庫]] * [[Long Context Window]] <img src="https://publish-01.obsidian.md/access/46cdfd7c8943f92252186079eb5e191c/AI-Engineer/%E9%99%84%E4%BB%B6%E6%AA%94%E6%A1%88/Pasted%20image%2020250702002429.png" width="800"> * 我的 blog 文章: 什麼是 Context Engineering 上下文工程? https://ihower.tw/blog/12817-context-engineering (2025/7/3) * https://github.com/humanlayer/12-factor-agents/blob/main/content/factor-03-own-your-context-window.md 圖片出處 * https://x.com/tobi/status/1935533422589399127 2025/6/19 * https://blog.langchain.com/the-rise-of-context-engineering/ 2025/6/23 * Context Engineering for Agents https://rlancemartin.github.io/2025/06/23/context_engineering/ 2205/6/23 * https://x.com/karpathy/status/1937902205765607626 2025/6/25 * https://x.com/jerryjliu0/status/1938271900104614046 2025/6/27 * https://www.philschmid.de/context-engineering 2025/6/30 * https://www.llamaindex.ai/blog/context-engineering-what-it-is-and-techniques-to-consider (2025/7/3) * How Long Contexts Fail (2025/6/22) * https://www.dbreunig.com/2025/06/22/how-contexts-fail-and-how-to-fix-them.html * How to Fix Your Context (2025/6/26) * https://www.dbreunig.com/2025/06/26/how-to-fix-your-context.html * https://x.com/frxiaobei/status/1950508050101768326 * langgraph 示範 code: * https://github.com/langchain-ai/how_to_fix_your_context * https://x.com/LangChainAI/status/1950226846538485918 (2025/7/30) * elvis: Context Engineering Guide * https://docs.google.com/document/d/1JU8w-E4LlseFZm-ag22GSBU5A2rp2nb7iFGBNAbFL7k/edit?tab=t.0 * https://x.com/omarsar0/status/1941566132001153082 (2025/7/6) * https://www.promptingguide.ai/guides/context-engineering-guide * Submodular Optimization for Text Selection, Passage Reranking & Context Engineering * https://x.com/JinaAI_/status/1944782206872015034 * https://jina.ai/news/submodular-optimization-for-text-selection-passage-reranking-context-engineering/ * https://github.com/jina-ai/submodular-optimization/ * 次模最佳化挑文字或段落的方式，是先用 embedding 算語意相似度，再透過「邊際效益遞減」原則選出 最相關、最不重複的一小部分內容 * AI代理的上下文工程：從構建Manus中學到的經驗 (2025/7/19) * https://manus.im/zh-tw/blog/Context-Engineering-for-AI-Agents-Lessons-from-Building-Manus * https://x.com/stephen4171127/status/1951642447857000874 * https://x.com/_philschmid/status/1947184490092396655 * https://x.com/chipro/status/1948409587813720274 * paper: A Survey of Context Engineering for Large Language Models (2025/6) * https://arxiv.org/abs/2507.13334 * https://x.com/omarsar0/status/1946241565728600503 (2025/7/19) * Awesome Context Engineering * https://github.com/Meirtz/Awesome-Context-Engineering * Why “Context Engineering” Matters * https://x.com/dbreunig/status/1948466447057105301 (2025/7/25) * https://www.dbreunig.com/2025/07/24/why-the-term-context-engineering-matters.html * Context Engineering talk (2025/7/25) * https://x.com/RLanceMartin/status/1948441848978309358 * slide: https://docs.google.com/presentation/d/16aaXLu40GugY-kOpqDU4e-S0hD1FmHcNyF0rRRnb1OU/edit?slide=id.p#slide=id.p * KV cache centric LLM 應用設計 (2025/8/4) * https://axk51013.medium.com/llm-%E5%B0%88%E6%AC%84-%E9%80%B2%E9%9A%8E-context-engineering-kv-cache-centric-llm-%E6%87%89%E7%94%A8%E8%A8%AD%E8%A8%88-ee70eb331983 * Cost Control: Scaling AI Without Going Broke (2025/8) * https://okigu.com/cost-control-guide * Context Engineering - Short-Term Memory Management with Sessions from OpenAI Agents SDK (2025/9/9) * https://cookbook.openai.com/examples/agents_sdk/session_memory