Confidentiality Concealer

This is a confidentiality concealer that uses RAG to let an llm to understand what information is considered confidential. This is meant to be used internally in companies

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Inspiration

Companies are reluctant in using internet-enabled llms as they are concerned with data leaks

What it does

This uses rag for an llm to consult a vector db of the company's confidential information (stored internally) and screen a user's prompts for any privacy leaks or concerns and redacts them before forwarding them to any other service

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