Features
Visual bot builder (workflow, chatflow, agent)
Knowledge graph construction, browsing, and exploration
Automatic entity, relation, and triplet extraction from documents
RAG-based knowledge library with document parsing and chunking
Vector indexing and recall testing for RAG quality
Smart Q&A combining knowledge base and graph for traceable answers
Application center with pre-built and customizable apps
Operations dashboard for knowledge assets and usage metrics
Data source integration for MySQL, Oracle, and other structured databases
Unified identity authentication platform (qAuth) integration
Open-source, self-hosted deployment
Enhanced RAG with graph context for explainable AI
Dreamer self-evolution framework for coding agents
Automatic capability evolution based on team interactions
Automated schema discovery (original, discontinued)
Intelligent data mapping suggestions (original, discontinued)
Data quality validation (original, discontinued)
Automated dbt code generation (original, discontinued)
Legacy ERP integration (original, discontinued)
Custom database integration (original, discontinued)
Messy schema handling (original, discontinued)
