Nicola, a young filmmaker, drags an amateur film crew along to meet Matthieu, a paralyzed poet in an electric wheelchair, who lives in a mill. As time goes by and nothing really takes shape, Nicola realizes the inanity of his project, the film slips more and more out of his control and he becomes increasingly absorbed in a ludicrous, poetical search for inspiration.

A retired Japanese ex-patriot living the life of a bohemian Parnassian painter in Paris loses his latest picture, and wanders into Belleville hoping to reclaim what is rightfully his. Along the way, the drifting stray cat comes into contact with a series of colorful dreamers on a never ending search for love - much like himself.