The Fluid Corpus Manipulation project, or FluCoMa, pioneers innovative approaches in music composition by harnessing the expanding repositories of sound and gestures in the digital realm. This project integrates the latest advancements in signal decomposition DSP and machine learning into the arsenal of tools available for computer composers, creative coders, and digital artists who are adept in technology. This fusion of cutting-edge techniques opens up new creative possibilities in the field of digital composition.