Download blenderbot_model via Docker

Dockerfile

@@ -1,24 +1,26 @@
-FROM python:3.9
-
-# Set the working directory
-WORKDIR /code
-
-# Copy the requirements file and install dependencies
-COPY ./requirements.txt /code/requirements.txt
-RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
-
-# Create a user and set environment variables
-RUN useradd user
-USER user
-ENV HOME=/home/user \
-    PATH=/home/user/.local/bin:$PATH
-
-# Set the working directory for the user
-WORKDIR $HOME/app
-
-# Copy the application code and the model folder
-COPY --chown=user . $HOME/app
-COPY --chown=user ./en_core_web_sm-3.8.0 $HOME/app/en_core_web_sm-3.8.0
-
-# Set the command to run the application
-CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]
+FROM python:3.9
+
+# Set the working directory
+WORKDIR /code
+
+# Copy the requirements file and install dependencies
+COPY ./requirements.txt /code/requirements.txt
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+
+# Create a user and set environment variables
+RUN useradd user
+USER user
+ENV HOME=/home/user \
+    PATH=/home/user/.local/bin:$PATH
+
+# Set the working directory for the user
+WORKDIR $HOME/app
+
+# Copy the application code and the model folder
+COPY --chown=user . $HOME/app
+COPY --chown=user ./en_core_web_sm-3.8.0 $HOME/app/en_core_web_sm-3.8.0
+COPY --chown=user ./download_model.py $HOME/app/download_model.py
+RUN python download_model.py  # Downloads during build
+
+# Set the command to run the application
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]