According to The Sun, the Babyshambles singer purchased five pipes at a Paris fair with a girl physically reminiscent of ex-girlfriend Kate Moss.
The source alleged: "He loved them and said he would take them all - then asked the guy if the pipes could still be used to smoke with.
"Pete had a stunning girl on his arm who looked the spit of Kate Moss and he was very friendly, polite and funny."
Doherty was jailed for six months last year after pleading guilty to possessing cocaine.
> Pete Doherty 'haunted by Amy Winehouse ghost in home'
Watch the video of Babyshambles song 'Albion' below: