LangGraph Orchestration

Automated excerpt

Where a simple LLM call or a linear chain handles a single request-response, LangGraph models a workflow as a graph of nodes and edges operating over a shared, typed state — enabling loops, conditional branching, parallel execution, persistence, and human-in-the-loop control. State is the shared data structure that flows through the graph. Edges define how control flows between nodes.

Selected automatically from source text; not independently written or fact-checked. Read the original for full context.