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This section is a reference for the SDKs, CLI, and APIs you use to deploy and interact with agents on the Agent Server runtime.

SDKs and CLI

LangSmith Deployments SDK

Management of LangSmith deployments and revisions using the LangGraph SDK.

LangGraph CLI

Build, deploy, and interact with agents from the command line.

RemoteGraph

Client-side interface for calling deployed graphs as if they were local.

APIs

Agent Server API

REST endpoints exposed by the Agent Server runtime: assistants, threads, runs, cron jobs, and the long-term memory store.

Control Plane API

REST endpoints for managing deployments, revisions, and listeners.

Managed Deep Agents API

Private preview API for creating, running, and operating Managed Deep Agents.

Releases

Agent Server changelog

Version history and release notes for the Agent Server runtime.