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Dev Tools · 59m ago

RAG chatbots need access control to avoid leaking paywalled content

By Meridian48 News Desk · Summarised from DEV Community ·

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.
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Your chatbot is a second door onto your content →
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