Efficient agents
While workflows orchestrate LLMs and tools through predefined code paths, Agent LLMs determine tool usage and processes. In other words, Prompt Chaining and Parallelization are workflows, while agents do task planning and execution for unpredictable task paths. Workflows are used when predictability and consistency are needed, while agents are suitable for large-scale tasks that require flexibility and model-driven decision making.
