Pick your domain. Pick your framework. Get a full-stack app with streaming chat, graph visualization, and decision tracing.
Scaffold, install, seed, and start
Scroll to explore each memory layer
Conversation history stored as graph nodes. Every message, every turn, connected and queryable.
Entity knowledge graph built from conversations. People, organizations, locations, and events — all connected.
Every tool call and decision traced and auditable. Know not just what the agent said, but why.
Three memory types, one connected graph. This is what makes agents remember, reason, and explain.
Each domain includes a complete ontology, demo data, agent tools, and graph schema
PydanticAI, Claude Agent SDK, LangGraph, OpenAI Agents, and more
Full Streaming = token-by-token text + tool events · Tool Events = real-time tool visualization with text at completion