Dev Tools · 59m ago
RAG chatbots need access control to avoid leaking paywalled content
GoodBarber built a RAG chatbot for its app platform and discovered that unrestricted retrieval can expose members-only content. They implemented a system where retrieval searches all content but only returns free excerpts for non-subscribers. This approach prevents leaks while using the chatbot as a subscription driver.
Meridian48 take
The piece offers a practical security pattern for RAG systems, but the 'frustration as feature' design may test user patience.
rag-chatbotaccess-control