Marko Mijailovic

[SHOWCASE] - I Built an AI Knowledge Base in a Weekend. FLXBL Did the Heavy Lifting

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TL;DR: I took FLXBL's new FILE fields, VECTOR fields, and vector search for a spin by building an AI-powered personal knowledge base called BrainLinks. Upload a PDF, and AI extracts concepts, links them to your existing knowledge, and lets you search semantically across everything you've ever saved. The interesting part? Combining vector similarity with graph traversal—a query pattern that's native in a graph database but requires duct tape and prayer in a relational one. The project is open source, so you can try it yourself.

GitHub: github.com/flxbl-dev/brainlinks

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