diff --git a/.github/workflows/build-deploy-dev.yml b/.github/workflows/build-deploy-dev.yml
new file mode 100644
index 0000000..9a3f57a
--- /dev/null
+++ b/.github/workflows/build-deploy-dev.yml
@@ -0,0 +1,54 @@
+# Docs for the Azure Web Apps Deploy action: https://github.com/Azure/webapps-deploy
+# More GitHub Actions for Azure: https://github.com/Azure/actions
+
+name: build and deploy to dev
+
+on:
+  push:
+    branches:
+      - dev
+  workflow_dispatch:
+
+jobs:
+  build:
+    runs-on: 'ubuntu-latest'
+    defaults:
+      run:
+        working-directory: ./app
+
+    steps:
+    - uses: actions/checkout@v2
+
+    - name: Set up Docker Buildx
+      uses: docker/setup-buildx-action@v1
+
+    - name: Log in to registry
+      uses: docker/login-action@v1
+      with:
+        registry: https://510emergencies.azurecr.io/
+        username: ${{ secrets.REGISTRY_USERNAME }}
+        password: ${{ secrets.REGISTRY_PASSWORD }}
+
+    - name: Build and push container image to container registry
+      uses: docker/build-push-action@v2
+      with:
+        push: true
+        tags: 510emergencies.azurecr.io/kobo-connect-dev:${{ github.sha }}
+        file: Dockerfile
+
+  deploy:
+    runs-on: ubuntu-latest
+    needs: build
+    environment:
+      name: 'production'
+      url: ${{ steps.deploy-to-webapp.outputs.webapp-url }}
+
+    steps:
+    - name: Deploy container image to Azure Web App
+      id: deploy-to-webapp
+      uses: azure/webapps-deploy@v2
+      with:
+        app-name: 'kobo-connect'
+        slot-name: 'production'
+        publish-profile: ${{ secrets.AZURE_WEBAPP_PUBLISH_PROFILE_DEV }}
+        images: '510emergencies.azurecr.io/kobo-connect-dev:${{ github.sha }}'
\ No newline at end of file
diff --git a/.github/workflows/docker-build-deploy.yml b/.github/workflows/build-deploy-prod.yml
similarity index 94%
rename from .github/workflows/docker-build-deploy.yml
rename to .github/workflows/build-deploy-prod.yml
index fe7cca8..09cb245 100644
--- a/.github/workflows/docker-build-deploy.yml
+++ b/.github/workflows/build-deploy-prod.yml
@@ -1,7 +1,7 @@
 # Docs for the Azure Web Apps Deploy action: https://github.com/Azure/webapps-deploy
 # More GitHub Actions for Azure: https://github.com/Azure/actions
 
-name: build and deploy to Azure Web App
+name: build and deploy to prod
 
 on:
   push:
@@ -14,7 +14,7 @@ jobs:
     runs-on: 'ubuntu-latest'
     defaults:
       run:
-        working-directory: ./summarizer-api
+        working-directory: ./app
 
     steps:
     - uses: actions/checkout@v2
diff --git a/Dockerfile b/Dockerfile
index e8851a8..7fd25fb 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,17 +1,20 @@
 # python base image in the container from Docker Hub
-FROM python:3.9-slim
+FROM python:3.11-slim
 
 # copy files to the /app folder in the container
 ADD clients /app/clients
 ADD mappings /app/mappings
 COPY ./main.py /app/main.py
-COPY ./requirements.txt /app/requirements.txt
+COPY ./pyproject.toml /app/pyproject.toml
+COPY ./poetry.lock /app/poetry.lock
 
 # set the working directory in the container to be /app
 WORKDIR /app
 
 # install required packages
-RUN pip install -r requirements.txt
+RUN pip install poetry
+RUN poetry config virtualenvs.create false
+RUN poetry install --no-root
 
 # expose the port that uvicorn will run the app on
 ENV PORT=8000
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..927d589
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,47 @@
+[tool.poetry]
+name = "kobo-connect"
+version = "0.0.2"
+authors = [
+  "Jacopo Margutti <jmargutti@redcross.nl>"
+]
+description = "kobo-connect"
+readme = "README.md"
+repository = "https://github.com/rodekruis/kobo-connect"
+packages = [{include = "clients"}]
+
+[tool.poetry.dependencies]
+python = "^3.11"
+aiohttp = "*"
+aiosignal = "*"
+async-timeout = "*"
+azure-monitor-opentelemetry-exporter = "*"
+azure-core = "*"
+azure-storage-blob = "*"
+azure-cosmos = "*"
+attrs = "*"
+certifi = "*"
+charset-normalizer = "*"
+click = "*"
+colorama = "*"
+fastapi = "*"
+frozenlist = "*"
+idna = "*"
+lxml = "*"
+multidict = "*"
+pandas = "*"
+passlib = "*"
+pypdf = "*"
+python-docx = "*"
+python-dotenv = "*"
+python-jose = "*"
+regex = "*"
+requests = "*"
+tiktoken = "*"
+tqdm = "*"
+urllib3 = "*"
+yarl = "*"
+uvicorn = "*"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 18ad1fc..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,30 +0,0 @@
-aiohttp==3.8.4
-aiosignal==1.3.1
-async-timeout==4.0.2
-attrs==23.1.0
-certifi==2023.5.7
-charset-normalizer==3.2.0
-click==8.1.5
-colorama==0.4.6
-frozenlist==1.4.0
-idna==3.4
-lxml==4.9.3
-multidict==6.0.4
-openai==0.27.8
-pandas==2.2.1
-pypdf==3.12.2
-python-docx==0.8.11
-python-dotenv==1.0.0
-regex==2023.6.3
-requests==2.31.0
-tiktoken==0.4.0
-tqdm==4.65.0
-urllib3==2.0.3
-yarl==1.9.2
-uvicorn==0.23.1
-fastapi==0.100.0
-azure-core==1.29.6
-azure-storage-blob==12.19.0
-azure-cosmos==4.5.1
-python-jose==3.3.0
-passlib==1.7.4
\ No newline at end of file