WizCommerce Launches AI Video Generator That Gives Every Brand the Power of a World-Class Production Studio - GlobeNewswire
WizCommerce Launches AI Video Generator That Gives Every Brand the Power of a World-Class Production Studio GlobeNewswire
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I open-sourced a tool that compiles raw documents into an AI-navigable wiki with persistent memory; runs 100% locally
After seeing Karpathy's tweet about using LLMs to build personal wikis from research documents, I realized I'd already been using something similar like this internally for our R D. So I cleaned it up and open-sourced it. What it does: You drop a folder of raw documents (PDFs, papers, notes, code, 60+ formats) and the LLM compiles them into a structured markdown wiki with backlinked articles, concept pages, and a master index. It then compresses everything into a .aura archive optimized for RAG retrieval (~97% smaller than raw source data). How it works: pip install aura-research research init my-project # copy docs into raw/ research ingest raw/ research compile research query "your question" Key design decisions: No embeddings, no vector databases. Uses SimHash + Bloom Filters instead. Z
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