Conf42: Large Language Models (LLMs) 2025

Beyond Sequential Agents: Orchestrating Hierarchical LLM-Based Agents for Complex Task Decomposition

In the emerging field of LLM-based agent systems, coordinating multiple agents to solve complex tasks remains a significant challenge. This presentation demonstrates a practical implementation of hierarchical planning using Python and modern LLM APIs, drawing from real-world experience in building multi-agent task automation systems. By utilizing tools like LangChain, CrewAI, OpenAI's API, and...