diff --git a/docker/accompaniator-dev/Dockerfile b/docker/accompaniator-dev/Dockerfile
new file mode 100644
index 0000000..1199552
--- /dev/null
+++ b/docker/accompaniator-dev/Dockerfile
@@ -0,0 +1,3 @@
+FROM accompaniator
+
+RUN git clone https://github.com/nzinov/accompaniator
diff --git a/docker/accompaniator-prod/Dockerfile b/docker/accompaniator-prod/Dockerfile
new file mode 100644
index 0000000..ca59bd8
--- /dev/null
+++ b/docker/accompaniator-prod/Dockerfile
@@ -0,0 +1,3 @@
+FROM accompaniator
+
+RUN git clone https://github.com/nzinov/accompaniator accompaniator
diff --git a/docker/accompaniator/.bashrc b/docker/accompaniator/.bashrc
new file mode 100644
index 0000000..3d184de
--- /dev/null
+++ b/docker/accompaniator/.bashrc
@@ -0,0 +1,3 @@
+microphone-test () {
+  arecord -vvv -f dat /dev/null
+}
diff --git a/docker/accompaniator/Dockerfile b/docker/accompaniator/Dockerfile
new file mode 100644
index 0000000..54b9d07
--- /dev/null
+++ b/docker/accompaniator/Dockerfile
@@ -0,0 +1,30 @@
+FROM base/devel
+
+RUN mkdir /build
+WORKDIR /build
+
+RUN pacman -Syu --noconfirm
+RUN pacman -S --noconfirm alsa-lib alsa-utils alsa-plugins
+
+RUN pacman -S --noconfirm fluidsynth soundfont-fluid mpg123 rtmidi
+
+RUN pacman -S --noconfirm python python-pip python-virtualenv git htop \
+    && mkdir env \
+    && python3 -m venv env/ \
+    && source env/bin/activate
+
+RUN paccache -rk 0
+
+# By copying over requirements first, we make sure that Docker will cache
+# our installed requirements rather than reinstall them on every build
+ADD requirements.txt /build/
+
+RUN pip install --upgrade pip \
+    && pip install -r requirements.txt
+
+ADD . /build/
+
+RUN mv asound.conf /etc/asound.conf
+RUN cat ./.bashrc >> ~/.bashrc
+
+CMD ./startup.sh
diff --git a/docker/accompaniator/asound.conf b/docker/accompaniator/asound.conf
new file mode 100644
index 0000000..6cd8225
--- /dev/null
+++ b/docker/accompaniator/asound.conf
@@ -0,0 +1,8 @@
+pcm.!default {
+    type hw
+    card 1
+}
+ctl.!default {
+    type hw
+    card 1
+} 
diff --git a/docker/accompaniator/requirements.txt b/docker/accompaniator/requirements.txt
new file mode 100644
index 0000000..777313d
--- /dev/null
+++ b/docker/accompaniator/requirements.txt
@@ -0,0 +1,6 @@
+aubio
+pyaudio
+mido
+python-rtmidi
+sklearn
+tensorflow
diff --git a/docker/accompaniator/startup.sh b/docker/accompaniator/startup.sh
new file mode 100755
index 0000000..270d119
--- /dev/null
+++ b/docker/accompaniator/startup.sh
@@ -0,0 +1,13 @@
+#!/bin/bash
+
+# Start the first process
+nohup fluidsynth -a alsa -m alsa_seq -l -s -i /usr/share/soundfonts/FluidR3_GM.sf2 &
+status=$?
+if [ $status -ne 0 ]; then
+  echo "Failed to start fluidsynth: $status"
+  exit $status
+else
+  echo "Fluidsynth ran successfully"
+fi
+
+bash
\ No newline at end of file
diff --git a/docker/docker-compose.yml b/docker/docker-compose.yml
new file mode 100644
index 0000000..0398eed
--- /dev/null
+++ b/docker/docker-compose.yml
@@ -0,0 +1,34 @@
+version: '3.1'
+
+services:
+
+  accompaniator:
+    image: accompaniator
+    build: accompaniator
+    devices:
+      - /dev/snd:/dev/snd
+    volumes:
+      - /tmp/.X11-unix:/tmp/.X11-unix
+      - /run/dbus/:/run/dbus/:rw
+      - /dev/shm:/dev/shm
+
+  accompaniator-dev:
+    image: accompaniator-dev
+    build: accompaniator-dev
+    devices:
+      - /dev/snd:/dev/snd
+    volumes:
+      - /tmp/.X11-unix:/tmp/.X11-unix
+      - /run/dbus/:/run/dbus/:rw
+      - /dev/shm:/dev/shm
+      - ./../:/build/accompaniator
+
+  accompaniator-prod:
+    image: accompaniator-prod
+    build: accompaniator-prod
+    devices:
+      - /dev/snd:/dev/snd
+    volumes:
+      - /tmp/.X11-unix:/tmp/.X11-unix
+      - /run/dbus/:/run/dbus/:rw
+      - /dev/shm:/dev/shm
diff --git a/nottingham_test/rf_nottingham.pkl b/production/models/rf_4_4_no_beat.pkl
similarity index 100%
rename from nottingham_test/rf_nottingham.pkl
rename to production/models/rf_4_4_no_beat.pkl
diff --git a/production/rf_nottingham.pkl b/production/models/rf_nottingham.pkl
similarity index 100%
rename from production/rf_nottingham.pkl
rename to production/models/rf_nottingham.pkl