MyPrivateClaw
LangGraph — Graph-based agent orchestration from LangChain — stateful, cyclical workflows
LangGraph is LangChain's framework for building stateful, multi step agent workflows as directed graphs. Unlike linear chains, LangGraph supports cycles —…
Category
agent-frameworks
Why it matters
LangGraph is LangChain's framework for building stateful, multi step agent workflows as directed graphs. Unlike linear chains, LangGraph supports cycles — an agent can loop back to a previous step based on tool output, enabling true ReAct style reasoning. Each node in the graph is a function or LLM call; edges define the flow. LangGraph integrates with Ollama via LangChain's ChatOllama class and supports persistent…
Best for
Complex stateful workflows, human in the loop systems, and any agent that needs branching logic or the ability to loop based on tool results