TapeOp Composer is an AI-powered music generation device that seamlessly integrates into Ableton Live through Max for Live. Built on the Anticipatory Music Transformer research from Stanford, it generates intelligent musical content including melodies, harmonies, and rhythmic patterns. The system offers different generation modes with diversified constraint systems for pitch, timing, and duration. Users can control generation through intuitive and well-known parameters like pitch ranges, scales, quantization, chord progressions, step sequencing and automations, making composition accessible to novices while providing composers with a new detailed control tool. The device reads existing MIDI data as context and generates new material that musically continues or complements existing compositions.