diff --git a/packages/code-du-travail-nlp/Dockerfile b/packages/code-du-travail-nlp/Dockerfile
index 3388f526fc0..d1c2f1394a1 100644
--- a/packages/code-du-travail-nlp/Dockerfile
+++ b/packages/code-du-travail-nlp/Dockerfile
@@ -6,6 +6,8 @@ ARG BASE_IMAGE=${REGISTRY}:${TAG_BASE_IMAGE}
 FROM ${BASE_IMAGE} as cdtn-base-image
 FROM tensorflow/tensorflow:1.14.0-py3
 
+ARG SUGGEST_DATA_URL=https://gist.githubusercontent.com/ArmandGiraud/aaa65ed694e6b8d46918d44e41bae9e4/raw/2b5fa5ff67d87bbf08b33fecfe2fb98e15c73a06/data-test.txt
+ENV SUGGEST_DATA_URL=$SUGGEST_DATA_URL
 
 RUN apt-get update && apt-get -y --no-install-recommends install curl=7.58.0-2ubuntu3.8 unzip=6.0-21ubuntu1 git=1:2.17.1-1ubuntu0.4 python3-venv=3.6.7-1~18.04 \
     && apt-get clean \
@@ -14,6 +16,9 @@ RUN apt-get update && apt-get -y --no-install-recommends install curl=7.58.0-2ub
 WORKDIR /app
 
 COPY requirements.txt .
+COPY ./scripts/download-suggester.sh ./scripts/download-suggester.sh
+
+RUN sh ./scripts/download-suggester.sh
 
 ENV PYTHONIOENCODING="UTF-8"
 ENV FLASK_APP api
diff --git a/packages/code-du-travail-nlp/scripts/download-suggester.sh b/packages/code-du-travail-nlp/scripts/download-suggester.sh
new file mode 100644
index 00000000000..353dcb05562
--- /dev/null
+++ b/packages/code-du-travail-nlp/scripts/download-suggester.sh
@@ -0,0 +1,11 @@
+#!/bin/sh
+count=0
+# download suggester data
+mkdir data || true
+for file in $(curl -Ls $SUGGEST_DATA_URL); do
+  curl -L $file > data/data-$count.zip
+  unzip -j -o -d data data/data-$count.zip
+  count=$((count+1))
+done;
+cat data/data-*.txt > data/data.txt
+rm data/data-*