Script Management System in Adobe After Effects Graphic Video Editor

Abstract

The article proposes a method for managing and personalized script recommendations for Adobe After Effects, implemented using the CSXS extension and the web platform. The analysis of existing methods of searching, installing and running scripts is carried out, as well as their limitations, including the need for manual file movement, the lack of personalized selection and intelligent search. The architecture of the proposed solution is investigated, including the use of ExtendScript to execute scripts without restarting After Effects, as well as the implementation of a recommendation system based on vector text analysis using SentenceTransformers and vector data storage in Qdrant. The expediency of using the k-nearest neighbors method for selecting relevant scripts is substantiated, and a similarity threshold is set for filtering irrelevant results. The algorithm of personalized recommendations based on the analysis of selected scripts and interests of similar users is considered. Synchronization mechanisms between the web platform and the extension are described, providing access to saved scripts from any device.