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Production-grade RAG platform with hybrid dense + BM25 retrieval, cross-encoder reranking, citation verification. and 3D Confidence scoring. 100% local via Ollama — zero cloud cost, zero data leakage.
Self-hostable AI messaging workspace: realtime groups, DMs, side threads, invite onboarding, search, tasks, files, and a Gemini-compatible assistant. Built with Next.js, PostgreSQL, Prisma, and Soc…