LangGraph

LangGraph is an advanced library built on top of LangChain designed for creating stateful, multi-agent applications with cyclic graph architectures.

Unlike linear execution models, LangGraph supports:

• Loops: Enabling agents to retry actions or refine responses.
• Conditional Persistence: Maintaining state across long-running interactions.
• Sophisticated Reasoning: Allowing agents to plan and execute complex workflows.

It provides the control and flexibility needed to orchestrate complex agentic workflows and reliable autonomous systems.