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RobOS Voice KGraph Parse Portal E-Learning

RobOS Voice Assistant, KGraph Parse Portal with Luxir Search, and Role-Based Training

Delivered a bi-directional neural voice assistant wired to all RobOS skills, a high-throughput KGraph Parse Portal fronting the Luxir C++ search engine and Tika 4.0, and interactive training tracks.

To make the desktop environment and Knowledge Graph accessible by voice and capable of indexing massive enterprise document stores, we shipped three major subsystems in late September:

  • RobOS Voice (packages/voice-prompt): Bi-directional voice assistant combining natural Kokoro-82M / Edge-TTS neural speech with offline Whisper STT, Rhasspy/whisper_streaming adaptive energy VAD, suffix-prefix utterance stitching, PipeWire live waveform preview, and real-time voice execution of RobOS skills.
  • KGraph Parse Portal & Luxir C++ Search (packages/kgraph-parse-portal): Built the ingestion gateway fronting Apache Tika 4.0 gRPC connectors, contextual MIME disambiguation, and the built-in Luxir C++ search index (alongside Solr, Elasticsearch, and OpenSearch schemas).
  • The Gig Bandit (getemgigs.com) & E-Learning Tracks: Shipped the production Next.js live-music discovery app and nextjs-vercel-web App Wizard template, plus interactive RobOS eLearning courses and role-based training tracks for Non-Developers, Systems Architects, Agent Harness Engineers, and Senior Reviewers.
KGraph Parse Portal and Luxir search index architecture
KGraph Parse Portal ingestion pipeline with Apache Tika 4.0 and Luxir search indexing.
RobOS eLearning curriculum and certificate architecture
Interactive eLearning player, quiz engine, and Knowledge Graph certificate issuance.