diff --git a/devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
similarity index 100%
rename from devcontainer/devcontainer.json
rename to .devcontainer/devcontainer.json
diff --git a/.github/workflows/azure-deployment.yml b/.github/workflows/azure-deployment.yml
new file mode 100644
index 0000000..cc0b351
--- /dev/null
+++ b/.github/workflows/azure-deployment.yml
@@ -0,0 +1,22 @@
+name: Azure Docker Deployment
+
+on:
+  push:
+  workflow_dispatch:
+  pull_request:
+
+jobs:
+  build:
+    uses: ai-cfia/github-workflows/.github/workflows/workflow-build-push-container-azure.yml@55-azure-workflow-deployment-missing
+    with:
+      container-name: ${{ github.event.repository.name }}
+      tag: ${{ github.sha }}
+    secrets: inherit
+
+  deploy:
+    needs: build
+    uses: ai-cfia/github-workflows/.github/workflows/workflow-deploy-azure.yml@55-azure-workflow-deployment-missing
+    with:
+      container-name: ${{ github.event.repository.name }}
+      tag: ${{ github.sha }}
+    secrets: inherit
diff --git a/Dockerfile b/Dockerfile
index c5d1ddc..ef3d48b 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,6 +1,6 @@
-# Dockerfile
-# Base image with Python 3.11 on Alpine
-FROM python:3.11-alpine
+# We chose Python 3.11 full variant as other variants lacks some tools necessary 
+# to build this project's dependencies
+FROM python:3.11
 
 # Establish /code as working directory in the container
 WORKDIR /code
@@ -10,7 +10,8 @@ COPY ./requirements-production.txt requirements.txt
 RUN pip3 install --no-cache-dir -r requirements.txt
 
 # Copy source code into the working directory
-COPY ./src .
+COPY ./app ./app
+COPY finesse-weights.json .
 
 # Use Gunicorn as the server, configuring it for the Flask app
 ENTRYPOINT gunicorn --bind :$PORT --workers 1 --threads 8 --timeout 0 --forwarded-allow-ips "*" app:app
diff --git a/docs/DEPLOYMENT.md b/docs/DEPLOYMENT.md
index 0647fe9..fbd94e7 100644
--- a/docs/DEPLOYMENT.md
+++ b/docs/DEPLOYMENT.md
@@ -1,7 +1,8 @@
 # Deployment
 
 ## Azure
-Create and set the environment variables based on `.env.template`. Make sure `FINESSE_BACKEND_DEBUG_MODE` is not set to `True`.
+Create and set the environment variables based on `.env.template`. Make sure 
+`FINESSE_BACKEND_DEBUG_MODE` is NOT set to `True` in PRODUCTION builds.
 
 Build (do this from your WSL Ubuntu where Docker is already installed):
 
@@ -12,5 +13,6 @@ docker build -t finesse-backend .
 test locally:
 
 ```
-docker run -p 5000:5000 -e PORT=5000 finesse-backend
+export PORT=<your_port_here>
+docker run -p $PORT:$PORT -e PORT=$PORT --env-file .env finesse-backend
 ```
diff --git a/docs/USAGE.md b/docs/USAGE.md
index ad2c92d..7d0e0eb 100644
--- a/docs/USAGE.md
+++ b/docs/USAGE.md
@@ -7,7 +7,8 @@ Running:
 flask run -h 0.0.0.0 --debug
 ```
 
-Alternatively, set the `FINESSE_BACKEND_DEBUG_MODE` environment variable to `True` and 
+Alternatively, set the `FINESSE_BACKEND_DEBUG_MODE` environment variable to 
+`True` and 
 run:
 ```
 python run.py
@@ -16,7 +17,8 @@ python run.py
 Query from the command-line:
 
 ```
-curl -X POST http://localhost:5000/search --data '{"query": "is e.coli a virus or bacteria?"}' -H "Content-Type: application/json"
+curl -X POST http://localhost:5000/search --data '{"query": "is e.coli a virus 
+or bacteria?"}' -H "Content-Type: application/json"
 ```
 
 JSON structure explanation: