3min chapter

Practical AI: Machine Learning, Data Science, LLM cover image

Practical workflow orchestration

Practical AI: Machine Learning, Data Science, LLM

CHAPTER

Managing High-Volume API Calls and Workflow Orchestration

This chapter explores the challenges of managing a high volume of parallel executions and API calls to LLMs, emphasizing the need for effective governance to avoid resource conflicts. It also covers practical approaches to ensure resource efficiency and the importance of disaster planning, while encouraging the use of orchestration tools like Prefect and Marvin.

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