OpenSparrow v2.6 – AI-powered search (RAG), bulk operations, and keyboard shortcuts

OpenSparrow v2.6 is out. This one's a big step forward — RAG (Retrieval-Augmented Generation) integration, bulk grid operations, and a whole new UX layer. RAG & AI integration You can now upload documents and let users ask questions against them. The system retrieves relevant sections and generates answers using an LLM (supports Ollama locally or any OpenAI-compatible API). What's new: RAG Statistics tab in admin — tracks query tokens, response times, document matches, and recent queries Multilingual auto-response — user questions are answered in their own UI language, no schema changes needed 20-language support — "Ask AI" panel fully translated, plus language dropdown in the test interface Good for things like: knowledge base Q&A, customer support automation, or letting internal teams ask questions about their own data. Grid & bulk operations Mass Edit module — select rows via checkboxes, bulk edit fields, change owners, duplicate, or delete with one click Keyboard shortcuts — arrow keys to navigate, Tab, Ctrl+C to copy, Ctrl+F to search, Ctrl-hold for help modal — works across all 20 languages Quick Data Cleanup toolbar — find & replace with live preview, case sensitivity, accent-ignore. Editor-gated with audit trail. Admin improvements Renamed "RAG Knowledge Base" to "Centrum AI" (heading is translatable) Migration Manager — tracks pending cleanup tasks after version upgrades, with automatic backups and audit trail FK columns render as dropdowns in forms by default Security & Quality All bulk operations (mass edit, cleanup, delete) are editor-role gated CSRF protection on every operation Full audit trail — every change is logged 20 languages fully supported across all new modules Fixed regressions in RAG API and CSV import Following this series? OpenSparrow v2.3 – visual admin panel, zero dependencies, now with ERD and M2M support OpenSparrow – open-source admin panel builder, zero dependencies, v2.1 just dropped Websites opensparrow.org github.com/wrobeltomasz/