Framework reference

Find the right guide by what you want to do. Start with your first node for the managed installation → sign-in → build → deploy → Console workflow.

Examples Complete original examples, arranged from a first node to multi-agent systems. Each page includes its original prerequisites and execution details.
Framework concepts Understand the execution model before choosing capabilities or integrations.
Python SDK Build nodes with the ATFGraph Python SDK: skills, traversals, decisions, state and multi-node composition. Start with the hosted workflow in Develop & Deploy and the node manifest & configuration reference, then use these guides to add capabilities.
Guides and integrations Connect the framework to discovery protocols, tracing and authoring tools.
HTTP API & schemas HTTP operations and schemas for integrations. Ask AI-LAB to enable the access and capabilities your integration needs. For Python interfaces, use Python SDK; for hosted account and deployment commands, use CLI reference.

Choose the right kind of page

Python SDK explains how to build nodes. Examples show complete implementations. HTTP API & schemas documents integration contracts. The CLI reference covers installed hosted commands. For Kubernetes, self-hosting and additional integrations, see Platform capabilities and contact AI-LAB.