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The NL2Flow package allows developers to easily integrate automated planning applications into their systems. Migrating research efforts to product creates knowledge gaps and blindspots, along with requirements for long-term support which often cannot be followed through. Particularly, the adoption of automated planners into products requires developers to get familiar with declarative modeling and understand the requirements of the PDDL syntax. This package mitigates this need by creating an abstraction around the underlying formal representation so that anyone can use automated planners to create workflows through a Python API, with their desired specifications.
🤓 Read more about our work on natural language to workflow construction here.
@inproceedings{chakraborti2022natural,
title={From Natural Language to Workflows: Towards Emergent Intelligence in Robotic Process Automation},
author={Tathagata Chakraborti and Yara Rizk and Vatche Isahagian and Burak Aksar and Francesco Fuggitti},
booktitle={BPM RPA Forum},
year={2022},
}