diff --git a/Dockerfile b/Dockerfile
index 456ea2facfd0feba24a48102414ac7ac3a0f2f09..eccc0209bce183e39ef458c2b5f2af992f65b8f5 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM renku/singleuser:0.2.0
+FROM renku/singleuser:0.3.2
 
 # Uncomment and adapt if code is to be included in the image
 # COPY src /code/src
@@ -15,4 +15,5 @@ RUN sudo apt-get install -y vim
 
 # install spacy models
 RUN python -m spacy download de_core_news_sm
+RUN python -m spacy download fr_core_news_sm
 RUN python -m spacy download xx_ent_wiki_sm
\ No newline at end of file