我构建了一个不容许幻觉的RAG系统。实际有效的方法是什么。
📄 中文摘要
在五周的晚上时间里,构建了一个针对欧盟法律的合规API,名为Gibs。该API能够回答有关DORA、AI法案和GDPR等欧盟法规的问题,并直接引用相关的EUR-Lex条款。通过提供有据可依的答案,避免了“这不是法律建议”的免责声明。文章详细描述了在构建一个对正确性要求极高的RAG系统过程中所遇到的技术决策、问题及所获得的经验教训。
📄 English Summary
I built a RAG system where hallucinations aren't acceptable. Here's what actually worked.
An API named Gibs was developed over five weeks to address EU regulatory compliance, specifically focusing on DORA, the AI Act, and GDPR. This API provides grounded answers to questions about these regulations, complete with direct citations from the relevant EUR-Lex articles, eliminating the need for disclaimers like 'this is not legal advice.' The post details the technical decisions made, challenges faced, and insights gained while building a RAG system where accuracy is paramount.
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