KnowPilot: Your Knowledge-Driven Copilot for Domain Tasks

Zekun Xi; Ziyan Jiang; Yujie Bao; Zhenqian Xu; Shumin Deng

AAAI 2026technical0 citations

KnowPilot: Your Knowledge-Driven Copilot for Domain Tasks

Zekun Xi, Ziyan Jiang, Yujie Bao, Zhenqian Xu, Shumin Deng

Abstract

Despite the rapid advancement of generative agents, their deployment in real world industry scenarios often encounters challenges due to a lack of domain-specific knowledge. To address this gap, we present KnowPilot: a Domain-Specific Knowledge Augmented Agent System. KnowPilot is an open-source framework that integrates task-specific priors, explicit knowledge, and experiential knowledge to enhance agent performance in specialized applications. It combines knowledge retrieval from structured repositories with a memory system capable of capturing expert experience through human–AI interaction.

BibTeX

@inproceedings{aaai2026_knowpilotyourkno,
  title = {KnowPilot: Your Knowledge-Driven Copilot for Domain Tasks},
  author = {Zekun Xi and Ziyan Jiang and Yujie Bao and Zhenqian Xu and Shumin Deng},
  booktitle = {AAAI 2026},
  year = {2026}
}