LangGraph

Advanced framework for building stateful multi-agent LLM applications. Extends LangChain with graph-based workflows and state management.

Key Features

• State Management: Persistent application state
• Graph Workflows: Complex multi-step processes
• Conditional Logic: Dynamic routing and decision trees
• Multi-agent: Coordinated agent interactions
• Cycles: Iterative and feedback loops

My Experience

Implemented sophisticated multi-agent systems for astronomical data analysis with complex state management and coordinated workflows.