# Release Notes ## 2026.1.0 Initial AI Teaching Assistant documentation baseline aligned to the current Windows-native runtime architecture. Highlights: - React-based browser UI served by `ata_ui_server.py` - `kiosk-core` streaming session orchestration API - Local ASR (`audio-analyzer`), RAG (`rag-service`), and TTS (`text-to-speech`) - Multi-file knowledge-base ingestion support (`.txt`, `.md`, `.docx`, `.pdf`) - Metrics integration via `metrics-collector` - Windows launcher workflow (`setup_windows.ps1`, `start_ata.ps1`, `stop_ata.ps1`) Documentation updates in this release: - Removed outdated container/build-path docs from this app guide - Removed repository clone guidance that pointed to upstream VEI directly - Updated architecture, API, configuration, and troubleshooting pages to match `ai-teaching-assistant` as shipped in `edge-ai-suites`