Features
Everything you need to build and deploy AI agent workflows.
Agent Management
- ✓Create and configure AI agents with any LLM provider
- ✓System prompt layers with YAML-based composition
- ✓MCP tool integration with sandboxed sidecars
- ✓Agent-scoped memory with fact extraction
Graph Workflows
- ✓Visual node-based editor for multi-agent workflows
- ✓Supervisor routing with conditional branching
- ✓Parallel execution and loop support
- ✓Step-by-step execution tracing via SSE
Memory & RAG
- ✓Automatic fact extraction from conversations
- ✓Vector storage with Qdrant (hybrid dense + sparse)
- ✓Document upload, chunking, and embedding
- ✓Memory consolidation with importance decay
Platform Operations
- ✓Centralized agent and graph management
- ✓Multi-engine sync with automatic config polling
- ✓Engine registration and sync polling
- ✓Ops console for monitoring and diagnostics