Glossary term
Glossary term
Agentic Systems
LLM orchestration manages how large language models interact with tools, memory, APIs, and agents. It ensures models do not just generate text but operate as part of a system that can reason, retrieve, act, and adapt across workflows.
LangChain and LangGraph are the most widely used LLM orchestration frameworks in Python.
LlamaIndex orchestrates LLMs over indexed data via Query Engines and Agents.
Microsoft Semantic Kernel orchestrates LLMs with skills and planners across .NET and Python.