SuperBrain
SuperBrain is an offline-first RAG knowledge subnet for Bittensor. Real people build AI knowledge locally using our desktop app (Ollama + Qdrant), then sync encrypted embedding batches in short burst
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Tech Stack
Description
SuperBrain is an offline-first RAG knowledge subnet for Bittensor. Users run a desktop app (Ollama + Qdrant) to build AI knowledge locally with zero internet, then sync encrypted embedding batches in short bursts via store-and-forward protocol. Miners earn TAO for source-grounded, faithful responses scored on Supportedness (40%), Relevance (25%), Novelty (20%), and Latency (15%). Working desktop app with full offline RAG + cited answers exists today. Round II builds validator scoring + batch sync protocol.
Progress During Hackathon
Built working Electron desktop app: offline Ollama chat with streaming, Qdrant RAG with document ingestion and cited answers, TAO mining dashboard, mining pool interface. Operational SN65 infrastructure on mainnet (UID 190): Dockerized miner, WireGuard workers, monitoring dashboard. Designed scoring mechanism (Supportedness/Relevance/Novelty/Latency), Knowledge Pools ecosystem (Public/Pro/Private), and 4-week Round II MVP plan.
Fundraising Status
Not yet fundraising. Seeking Round II selection for $10K prize + discretionary TAO investment. Self-funded development to date. Revenue model designed: premium sync, API query fees, Knowledge Pools marketplace, enterprise subscriptions. 50% of net revenue reinvested into network health.