State-of-the-art AI integration methods and frameworks

• Main Author: Samson, Sherwin
• Other Authors: Arvind Easwaran
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Kedro; Metaflow; Luigi; FMU
• Online Access: https://hdl.handle.net/10356/175091
• Institution: Nanyang Technological University

Currently, the integration of AI models and ML pipelines is complex, requiring ad-hoc developments that are error-prone and repetitive. This report evaluates three state-of-the-art frameworks for integrating AI systems: Metaflow, Luigi, and Kedro. These frameworks are thoroughly analyzed based on...