<ul data-eligibleForWebStory="false"><li>A new Private On-Device RAG System has been developed, allowing for private conversations with documents without needing an internet connection.</li><li>The system combines natural language understanding of LLMs with keyword-based limitations of traditional document search for contextually aware answers.</li><li>The system runs locally, consisting of five components including file ingestion, embedding, semantic query understanding, memoization, and local answer generation.</li><li>The project emphasizes the importance of personal privacy by showcasing that powerful AI can coexist with secure and private systems.</li></ul>

Your Personal AI Is Here — And It’s 100% Offline and Private

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