Industry 5.0 continues to reshape the industrial processes, the pivotal role of AI
services in optimizing operations has become increasingly evident. Although the state-of-the-art
AI models are widely employed across diverse application areas, the industrial sector
faces numerous challenges in navigating through a plethora of the available AI models
and libraries.Indeed, lacking effective employment guidelines for AI models can hinder
their utility and decrease their adaption. This paper introduces the AIMS5.0 AI Toolbox,
an innovative framework designed to address this challenge by fostering industrial
knowledge sharing and distribution. The AIMS5.0 AI Toolbox serves as a comprehensive
resource for industrial practitioners. It offers an integrated holistic platform for
sharing models, tools, best practices, and guidance specifically directed towards
the industrial AI-based consumers. Through its multifaceted approach, the toolbox
facilitates seamless exchange of insights and expertise among the industrial actors.
In addition, the AIMS5.0 AI Toolbox gives new ways to the process of fast prototyping
by leveraging well-established AI-based models and libraries. By incorporating solid
best practices and recommendations, the toolbox provides a structured framework for
industrial users to harness the power of AI effectively.