Thank you for your answer,
I see you indicated me the AffyGenePDInfo, and I was not finding anything because I search for the ChipDB package, which does not exist.
I did not manage to annotate my data using it though, I tried with affycoretools::annotateEset, but I get the following error : "There is no annotation object provided with the x package." which I do not understand.
So I will try to use the annotation table from GEO, which I though would be my last resort. Hope I can get it to work this way !