Hierarchical multi-agent systems with LangGraph
Here, we introduce LangGraph Supervisor, a lightweight library for building hierarchical multi-agent systems with LangGraph:
- ๐ค Create a supervisor agent to orchestrate multiple specialized agents
- ๐ ๏ธ Tool-based handoffs for agent communication
- ๐ธ๏ธ Built with LangGraph: comes with built-in streaming, memory and human-in-the-loop support
The video covers structure of the library and the handoff mechanism between the supervisor and a team of agents. It also shows how to create hierarchical teams of agents with multiple supervisors.
Chapters:
00:00 Introduction to LangGraph Supervisor
00:45 Basic Multi-Agent System Demo
02:00 Supervisor Pattern Explained
03:00 Information Handoff Mechanism
04:00 Code Implementation
06:00 Trace Analysis & Flow Explanation
09:00 Hierarchical Supervisor Systems
10:00 Advanced Multi-Team Example
11:00 Recap and Conclusion
Repo:
https://github.com/langchain-ai/langgraph-supervisor
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Chapters (9)
Introduction to LangGraph Supervisor
0:45
Basic Multi-Agent System Demo
2:00
Supervisor Pattern Explained
3:00
Information Handoff Mechanism
4:00
Code Implementation
6:00
Trace Analysis & Flow Explanation
9:00
Hierarchical Supervisor Systems
10:00
Advanced Multi-Team Example
11:00
Recap and Conclusion
๐
Tutor Explanation
DeepCamp AI