arXiv:2404.06035cs.DB
PM4Py.LLM: a Comprehensive Module for Implementing PM on LLMs
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Abstract
pm4py is a process mining library for Python implementing several process mining (PM) artifacts and algorithms. It also offers methods to integrate PM with large language models (LLMs). This paper examines how the current paradigms of PM on LLM are implemented in pm4py, identifying challenges such as privacy, hallucinations, and the context window limit.
The goal is to have a deterministic representation of a process that can be traversed in order to accomplish a task. There's a lot of literature around process mining, e.g.: - https://en.wikipedia.org/wiki/Process_mining…
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