问 HN：创始人声称我的两年前的 RAG 架构是其 AI 的“特色作品”
2 分•作者: 2dogsanerd•5 个月前
过去两年里，我构建了一个复杂的企业级 RAG 系统（多通道共识架构、布局感知解析、微服务）。我开源了核心组件（RAG_enterprise_core、smart-ingest-kit、DAUT、ingest-router 甚至我的 Mail-assisten 作为 rag 的插件等），希望能回馈社区并公开构建。<p>昨天，我发现另一位创始人/开发者和他的“自主 AI 角色账户”直接在他们的公开资料中，将我的 GitHub 仓库链接到“精选作品”下。<p>他们正在利用我两年的工程成果来证明他们的 AI 智能体有多“聪明”，声称我的架构是他们自己的产出，以此来吸引客户和投资者。（在我质问他们并在我的 README 中发出警告后，他们惊慌失措地将仓库设为 404，但我保留了所有截图）。<p>我感到沮丧，将我的仓库归档，并认真考虑完全退出开源。感觉我只是在为抄袭 SaaS 包装器充当免费的研发部门。<p>我有一些问题想问问这里经历过类似情况的创始人或工程师：<p>- 在公开构建时，您实际上是如何保护您的知识产权的？ 转向 AGPLv3 真的能阻止包装器初创公司在没有署名的情况下利用核心架构吗？
- 对于那些在被克隆后从开源转向闭源 B2B/企业级 SaaS 模式的人来说，你们的策略是什么？<p>我把所有东西都归档是不是反应过度了？
我的一部分想法是推出下一代产品（PantheonRAG-CE），因为这种架构的需求量很大，但对技术的这种不尊重让我非常沮丧。<p>非常感谢您能提供关于如何处理抄袭或如何为下一代产品授权的建议。<p>我只想解决“垃圾进”的问题，并且真的倾尽了所有。
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Over the last two years, I’ve built a complex Enterprise RAG system (Multi-Lane Consensus Architecture, layout-aware parsing, microservices). I open-sourced the core components (RAG_enterprise_core, smart-ingest-kit, DAUT, ingest-router even my Mail-assisten as a plugin for rag etc.) to give back to the community and build in public<p>Yesterday, I discovered that another founder/developer and his "autonomous AI persona account" literally linked my exact GitHub repositories on their public profile under " Featured Work".<p>They are using my 2 years of engineering to prove how "smart" their AI agent is, claiming my architecture as their own output to attract clients and investors. (After I confronted them and put a warning in my READMEs, they panicked and 404'd the repos, but I have all the screenshots).<p>I archived my repos in frustration and am seriously considering quitting open source entirely. It feels like I’m just acting as a free R&D department for copycat SaaS wrappers.<p>I have a few questions for founders and engineers here who have navigated this:<p>- How do you actually protect your IP when building in public? Does moving to AGPLv3 practically stop wrapper-startups from exploiting core architecture without attribution?
- For those who transitioned from OS to a closed-source B2B/Enterprise SaaS model after getting cloned – what was your strategy?<p>Did I overreact by archiving everything?
Part of me wants to launch the next iteration (PantheonRAG-CE) because the architecture is highly demanded, but the disrespect to the craft is incredibly demotivating.<p>Any advice on how to handle the plagiarism or how to license the next iteration would be highly appreciated.<p>I just wanted to solve the garbage in Problem and I really gave everything