--- a
+++ b/Dockerfile
@@ -0,0 +1,26 @@
+FROM continuumio/miniconda
+
+RUN apt-get update --allow-releaseinfo-change
+RUN mkdir -p /usr/share/man/man1
+RUN apt-get install -y default-jre
+
+WORKDIR /app/chexpert-labeler
+
+RUN git clone https://github.com/ncbi-nlp/NegBio.git
+ENV PYTHONPATH=NegBio:$PYTHONPATH
+
+COPY environment.yml environment.yml
+RUN conda env create -f environment.yml
+
+# Copy chexpert-labeler (see .dockerignore)
+COPY . .
+RUN chmod +x ./entrypoint.sh
+
+RUN ./entrypoint.sh python -m nltk.downloader universal_tagset punkt wordnet
+RUN ./entrypoint.sh python -c "from bllipparser import RerankingParser; RerankingParser.fetch_and_load('GENIA+PubMed')"
+
+# Run labeler on sample reports. This will download and cache CoreNLP in the docker image.
+COPY sample_reports.csv .
+RUN ./entrypoint.sh python label.py --reports_path sample_reports.csv --output_path labeled_reports.csv --verbose
+
+ENTRYPOINT ["./entrypoint.sh"]