Features
Streaming indexing pipeline with async/parallel processing
Data loading from local files with multiple extensions
Chunking markdown documents with configurable ranges
Code transformation and augmentation using tree-sitter
Text document support (markdown, HTML, unstructured)
Metadata insertion and custom transformations
Embedding generation with FastEmbed built-in
Vector storage with Qdrant integration
Query pipeline with subquestion generation
Retrieval-augmented generation (RAG) pipeline
Autonomous agents with tool definition macro
Customizable templated prompts with Tera (Jinja-like)
Minimal abstractions, easy to extend via traits
Supports OpenAI-compatible LLM clients
Agent lifecycle hooks and command execution
Visual screen editor with infinite canvas
AI agents: Claude, GPT, Gemini, Qwen 3.7 Max, Claude Opus 4.8, Gemini 3.5 Flash
BYO API keys for OpenAI, Anthropic, OpenRouter on any plan
Live preview on device via QR code
Built-in code editor for pixel-level control
One-click publishing to web, iOS, Android
Full version control with rollback
Shared task board for organizing work
Team collaboration with roles and permissions
REST API integration with one-click setup (Webflow, Shopify, Xano, Supabase)
Supabase backend (database, auth, storage) in open beta
Theme and typography editing with Google Fonts picker
MCP integrations: Cloudflare, HighLevel
Exportable source code with full GitHub history
Expert services: scoping, design, backend, troubleshooting
