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Building a Personal AI Brain: Qdrant, Embeddings, and the Illusion of Memory

Vector databases sound magical until you actually use one. The story of my Qdrant setup, the grocery list that broke cosine similarity, and the domain filters that fixed it. #rag #qdrant #embeddings I was debugging my Qdrant setup on a Saturday afternoon, feeling very clever about my self-hosted AI…

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  1. 2026-10-16 23:00 · DEV Community — Machine Learning
    Building a Personal AI Brain: Qdrant, Embeddings, and the Illusion of Memory

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