diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000..7573fb0
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,4 @@
+.DS_Store
+*.mp3
+__pycache__
+
diff --git a/.github/workflows/fly-deploy.yml b/.github/workflows/fly-deploy.yml
new file mode 100644
index 0000000..b0c246e
--- /dev/null
+++ b/.github/workflows/fly-deploy.yml
@@ -0,0 +1,18 @@
+# See https://fly.io/docs/app-guides/continuous-deployment-with-github-actions/
+
+name: Fly Deploy
+on:
+  push:
+    branches:
+      - main
+jobs:
+  deploy:
+    name: Deploy app
+    runs-on: ubuntu-latest
+    concurrency: deploy-group    # optional: ensure only one action runs at a time
+    steps:
+      - uses: actions/checkout@v4
+      - uses: superfly/flyctl-actions/setup-flyctl@master
+      - run: flyctl deploy --remote-only
+        env:
+          FLY_API_TOKEN: ${{ secrets.FLY_API_TOKEN }}
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..59a3b25
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,17 @@
+FROM python:3.9
+
+WORKDIR /code
+
+COPY ./requirements.txt /code/requirements.txt
+
+RUN python --version
+RUN pip3 --version
+
+RUN pip3 install torch==2.1.0 -f https://download.pytorch.org/whl/cu111/torch_stable.html && \
+	pip3 install setuptools wheel && \
+  pip3 install --no-cache-dir -r /code/requirements.txt -f https://download.pytorch.org/whl/cu111/torch_stable.html
+
+COPY . /code
+
+CMD ["fastapi", "run", "server.py", "--port", "8000"]
+
diff --git a/fly.toml b/fly.toml
new file mode 100644
index 0000000..b60a135
--- /dev/null
+++ b/fly.toml
@@ -0,0 +1,22 @@
+# fly.toml app configuration file generated for infinifi on 2024-07-21T22:09:32+01:00
+#
+# See https://fly.io/docs/reference/configuration/ for information about how to use this file.
+#
+
+app = 'infinifi'
+primary_region = 'lhr'
+
+[build]
+
+[http_service]
+  internal_port = 8080
+  force_https = true
+  auto_stop_machines = true
+  auto_start_machines = true
+  min_machines_running = 0
+  processes = ['app']
+
+[[vm]]
+  memory = '1gb'
+  cpu_kind = 'shared'
+  cpus = 1
diff --git a/requirements.txt b/requirements.txt
index 96b9cdc..1cbcf5d 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,5 +1,5 @@
+torchtext==0.16.0
+torchaudio==2.1.0
 audiocraft==1.3.0
 fastapi==0.111.1
 modal==0.63.84
-torch==2.1.0
-torchaudio==2.1.0