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VAAK (वाक्) · Voice-Activated Autonomous-Knowledge-System · Domain-Agnostic Voice / Text / Chat Agent Built with Rust · Runs on CPU · No Cloud Dependencies · Scalable · Memory-Safe · Sovereign · Low-Cost · Real-Time · Deterministic · Compliant
Knowledge hardening protocol for the AI era. Band-calibrated, real world scenario quizzes (B1–B5) with refinement probes, Dreyfus + IEEE SWECOM + SFIA v9 anchored, and per-band literature scoping. Inverts the LLM into a constrained tutor to facilitate conceptual fluency.
A production-grade MVP that challenges algorithmic bias and echo chambers in RAG systems. It audits global news and PDFs to uncover hidden risks and resilience in macro trends. Built with a Researcher–Auditor–Contrarian workflow using LangGraph, it runs locally with Ollama and OpenSearch for privacy.