Writing code that interacts with LLM services requires bridging two different worlds. Use these tips and techniques to bind ...
如果你正在用WebSocket给LLM应用做token流式传输,上面这些坑你大概率踩过。WebSocket确实能干活,但它带来的麻烦也不少:连接 ...
Daniel Liberto is a journalist with over 10 years of experience working with publications such as the Financial Times, The Independent, and Investors Chronicle. Robert Kelly is managing director of ...
很多同学会把 skill 理解成一个高级 Prompt。就是那种:写一大段背景,给 AI 安一个身份,告诉它你现在是某某专家,然后希望它从此以后就稳定、专业、懂事、靠谱。 这两天有不少同学问我:“栋哥,怎么才能构建一个好的 skill?” 所以,就有了这样这样一篇文章 ...
Live visualization for GEPA prompt-optimization runs. Renders the candidate tree as a force-directed graph so you can watch prompts evolve over a pareto frontier in real time. Big nodes are candidates ...
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