diff --git a/.env b/.env
new file mode 100644
index 0000000..8eed936
--- /dev/null
+++ b/.env
@@ -0,0 +1,17 @@
+# set project name to have a short one
+COMPOSE_PROJECT_NAME=nutripatrol
+# unify separator with windows style
+COMPOSE_PATH_SEPARATOR=;
+# dev is default target
+COMPOSE_FILE=docker-compose.yml;docker/dev.yml
+
+API_PORT=127.0.0.1:8000
+
+# by default on dev desktop, no restart
+RESTART_POLICY=no
+
+# Sentry DNS for bug tracking, used only in staging and production
+SENTRY_DNS=
+
+# Log level to use, DEBUG by default in dev
+LOG_LEVEL=DEBUG
diff --git a/.flake8 b/.flake8
new file mode 100644
index 0000000..b9c59d0
--- /dev/null
+++ b/.flake8
@@ -0,0 +1,5 @@
+[flake8]
+ignore = E203, E501, W503
+max-line-length = 88
+exclude = .git,__pycache__,build,dist,*_pb2.py,.venv
+max-doc-length = 79
\ No newline at end of file
diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 0000000..a348f3b
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,22 @@
+# To get started with Dependabot version updates, you'll need to specify which
+# package ecosystems to update and where the package manifests are located.
+# Please see the documentation for all configuration options:
+# https://docs.github.com/github/administering-a-repository/configuration-options-for-dependency-updates
+
+version: 2
+updates:
+  - package-ecosystem: docker
+    directory: "/"
+    schedule:
+      interval: daily
+    open-pull-requests-limit: 30
+  - package-ecosystem: github-actions
+    directory: "/"
+    schedule:
+      interval: daily
+    open-pull-requests-limit: 30
+  - package-ecosystem: pip
+    directory: "/app"
+    schedule:
+      interval: daily
+    open-pull-requests-limit: 30
diff --git a/.github/workflows/auto-assign-pr.yml b/.github/workflows/auto-assign-pr.yml
new file mode 100644
index 0000000..2538480
--- /dev/null
+++ b/.github/workflows/auto-assign-pr.yml
@@ -0,0 +1,15 @@
+# .github/workflows/auto-author-assign.yml
+name: 'Auto Author Assign'
+
+on:
+  pull_request_target:
+    types: [opened, reopened]
+
+permissions:
+  pull-requests: write
+
+jobs:
+  assign-author:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: toshimaru/auto-author-assign@v2.0.0
diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
new file mode 100644
index 0000000..4a0f30c
--- /dev/null
+++ b/.github/workflows/codeql.yml
@@ -0,0 +1,74 @@
+# For most projects, this workflow file will not need changing; you simply need
+# to commit it to your repository.
+#
+# You may wish to alter this file to override the set of languages analyzed,
+# or to provide custom queries or build logic.
+#
+# ******** NOTE ********
+# We have attempted to detect the languages in your repository. Please check
+# the `language` matrix defined below to confirm you have the correct set of
+# supported CodeQL languages.
+#
+name: "CodeQL"
+
+on:
+  push:
+    branches: [ "main", deploy-* ]
+  pull_request:
+    # The branches below must be a subset of the branches above
+    branches: [ "main" ]
+  schedule:
+    - cron: '25 5 * * 5'
+
+jobs:
+  analyze:
+    name: Analyze
+    runs-on: ubuntu-latest
+    permissions:
+      actions: read
+      contents: read
+      security-events: write
+
+    strategy:
+      fail-fast: false
+      matrix:
+        language: [ 'python' ]
+        # CodeQL supports [ 'cpp', 'csharp', 'go', 'java', 'javascript', 'python', 'ruby' ]
+        # Learn more about CodeQL language support at https://aka.ms/codeql-docs/language-support
+
+    steps:
+    - name: Checkout repository
+      uses: actions/checkout@v3
+
+    # Initializes the CodeQL tools for scanning.
+    - name: Initialize CodeQL
+      uses: github/codeql-action/init@v2
+      with:
+        languages: ${{ matrix.language }}
+        # If you wish to specify custom queries, you can do so here or in a config file.
+        # By default, queries listed here will override any specified in a config file.
+        # Prefix the list here with "+" to use these queries and those in the config file.
+
+        # Details on CodeQL's query packs refer to : https://docs.github.com/en/code-security/code-scanning/automatically-scanning-your-code-for-vulnerabilities-and-errors/configuring-code-scanning#using-queries-in-ql-packs
+        # queries: security-extended,security-and-quality
+
+
+    # Autobuild attempts to build any compiled languages  (C/C++, C#, Go, or Java).
+    # If this step fails, then you should remove it and run the build manually (see below)
+    - name: Autobuild
+      uses: github/codeql-action/autobuild@v2
+
+    # ℹ️ Command-line programs to run using the OS shell.
+    # 📚 See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsrun
+
+    #   If the Autobuild fails above, remove it and uncomment the following three lines.
+    #   modify them (or add more) to build your code if your project, please refer to the EXAMPLE below for guidance.
+
+    # - run: |
+    #   echo "Run, Build Application using script"
+    #   ./location_of_script_within_repo/buildscript.sh
+
+    - name: Perform CodeQL Analysis
+      uses: github/codeql-action/analyze@v2
+      with:
+        category: "/language:${{matrix.language}}"
diff --git a/.github/workflows/container-build.yml b/.github/workflows/container-build.yml
new file mode 100644
index 0000000..ecc3d96
--- /dev/null
+++ b/.github/workflows/container-build.yml
@@ -0,0 +1,57 @@
+name: Container Image Build CI
+
+on:
+  push:
+    branches:
+      - main
+      - deploy-*
+    tags:
+      - v*.*.*
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        image_name:
+        - api
+    steps:
+    - uses: actions/checkout@v3
+      with:
+        fetch-depth: 1
+
+    - name: Set up Docker Buildx
+      uses: docker/setup-buildx-action@v2
+      with:
+        version: v0.6.0
+        buildkitd-flags: --debug
+
+    - name: Login to DockerHub
+      uses: docker/login-action@v2
+      with:
+        registry: ghcr.io
+        username: ${{ github.actor }}
+        password: ${{ secrets.GITHUB_TOKEN }}
+
+    - name: Docker meta
+      id: meta
+      uses: docker/metadata-action@v4
+      with:
+        images: |
+          ghcr.io/${{ github.repository }}/${{ matrix.image_name }}
+        tags: |
+          type=semver,pattern={{version}}
+          type=ref,event=pr
+          type=ref,event=branch
+          type=sha,format=long
+
+    - name: Build and push
+      uses: docker/build-push-action@v3
+      with:
+        context: .
+        push: true
+        file: Dockerfile
+        cache-from: type=registry,ref=ghcr.io/${{ github.repository }}/${{ matrix.image_name }}:buildcache
+        cache-to: type=registry,ref=ghcr.io/${{ github.repository }}/${{ matrix.image_name }}:buildcache,mode=max
+        tags: ${{ steps.meta.outputs.tags }}
+        labels: ${{ steps.meta.outputs.labels }}
diff --git a/.github/workflows/container-deploy.yml b/.github/workflows/container-deploy.yml
new file mode 100644
index 0000000..c335525
--- /dev/null
+++ b/.github/workflows/container-deploy.yml
@@ -0,0 +1,194 @@
+name: Container Image Deployment CI
+
+on:
+  push:
+    branches:
+      - main
+      - deploy-*
+# only staging for now, not prod
+#     tags:
+#       - v*.*.*
+
+
+# Note on secrets used for connection
+# They are configured as environment secrets
+# HOST is the internal ip of VM containing docker
+# PROXY_HOST is the host of VMs
+# USERNAME is the user used for operations
+# SSH_PRIVATE_KEY is the private key (shared between VM and host)
+
+jobs:
+  deploy:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        env:
+          # only stagging for now
+          # Note: env is also the name of the directory on the server
+          - nutripatrol-net
+    environment: ${{ matrix.env }}
+    concurrency: ${{ matrix.env }}
+    steps:
+    - name: Set various variable for staging (net) deployment
+      if: matrix.env == 'nutripatrol-net'
+      run: |
+        # direct container access
+        echo "OPENFOODFACTS_API_URL=https://off:off@world.openfoodfacts.net" >> $GITHUB_ENV
+        # deploy target
+        echo "SSH_HOST=10.1.0.200" >> $GITHUB_ENV
+        echo "SSH_PROXY_HOST=ovh1.openfoodfacts.org" >> $GITHUB_ENV
+        echo "SSH_USERNAME=off" >> $GITHUB_ENV
+    - name: Wait for docker image container build workflow
+      uses: tomchv/wait-my-workflow@v1.1.0
+      id: wait-build
+      with:
+        token: ${{ secrets.GITHUB_TOKEN }}
+        checkName: build (api)
+        ref: ${{ github.event.pull_request.head.sha || github.sha }}
+        intervalSeconds: 10
+        timeoutSeconds: 600 # 10m
+
+    - name: Do something if build isn't launch
+      if: steps.wait-build.outputs.conclusion == 'does not exist'
+      run: echo job does not exist && true
+
+    - name: Do something if build fail
+      if: steps.wait-build.outputs.conclusion == 'failure'
+      run: echo fail && false # fail if build fail
+
+    - name: Do something if build timeout
+      if: steps.wait-build.outputs.conclusion == 'timed_out'
+      run: echo Timeout && false # fail if build time out
+
+    - name: Checkout git repository
+      uses: appleboy/ssh-action@master
+      with:
+        host: ${{ env.SSH_HOST }}
+        username: ${{ env.SSH_USERNAME }}
+        key: ${{ secrets.SSH_PRIVATE_KEY }}
+        proxy_host: ${{ env.SSH_PROXY_HOST }}
+        proxy_username: ${{ env.SSH_USERNAME }}
+        proxy_key: ${{ secrets.SSH_PRIVATE_KEY }}
+        script_stop: false
+        script: |
+          # Clone Git repository if not already there
+          [ ! -d '${{ matrix.env }}' ] && git clone --depth 1 https://github.com/${{ github.repository }} ${{ matrix.env }} --no-single-branch 2>&1
+
+          # Go to repository directory
+          cd ${{ matrix.env }}
+
+          # Fetch newest commits (in case it wasn't freshly cloned)
+          git fetch --depth 1
+
+          # Checkout current commit SHA
+          git checkout -qf ${{ github.sha }}
+
+    - name: Set environment variables
+      uses: appleboy/ssh-action@master
+      with:
+        host: ${{ env.SSH_HOST }}
+        username: ${{ env.SSH_USERNAME }}
+        key: ${{ secrets.SSH_PRIVATE_KEY }}
+        proxy_host: ${{ env.SSH_PROXY_HOST }}
+        proxy_username: ${{ env.SSH_USERNAME }}
+        proxy_key: ${{ secrets.SSH_PRIVATE_KEY }}
+        script_stop: false
+        script: |
+          # Go to repository directory
+          cd ${{ matrix.env }}
+
+          mv .env .env-dev
+          # init .env
+          echo "# Env file generated by container-deploy action"> .env
+          # Set Docker Compose variables
+          echo "DOCKER_CLIENT_TIMEOUT=180" >> .env
+          echo "COMPOSE_HTTP_TIMEOUT=180" >> .env
+          echo "COMPOSE_PROJECT_NAME=nutripatrol" >> .env
+          echo "COMPOSE_PATH_SEPARATOR=;" >> .env
+          echo "COMPOSE_FILE=docker-compose.yml;docker/prod.yml" >> .env
+          # Copy variables that are same as dev
+          grep '\(STACK_VERSION\|ES_PORT\)' .env-dev >> .env
+          # Set docker variables
+          echo "TAG=sha-${{ github.sha }}" >> .env
+          echo "RESTART_POLICY=always" >> .env
+          # Set App variables
+          echo "CLUSTER_NAME=${{ matrix.env }}-es-cluster" >> .env
+          echo "SEARCH_PORT=8180" >> .env
+          echo "ES_VUE_PORT=8181" >> .env
+          echo "REDIS_PORT=8182" >> .env
+          echo "MEM_LIMIT=4294967296" >> .env
+          # this is the network shared with productopener
+          echo "COMMON_NET_NAME=po_webnet">> .env
+          echo "OPENFOODFACTS_API_URL=${{ env.OPENFOODFACTS_API_URL }}" >> .env
+          # This secret is to be generated using htpasswd, see .env file
+          # use simple quotes to avoid interpolation of $apr1$ !
+          echo 'NGINX_BASIC_AUTH_USER_PASSWD=${{ secrets.NGINX_BASIC_AUTH_USER_PASSWD }}' >> .env
+          echo "SENTRY_DNS=${{ secrets.SENTRY_DSN }}" >> .env
+          echo "CONFIG_PATH=data/config/openfoodfacts.yml" >> .env
+
+    - name: Create Docker volumes
+      uses: appleboy/ssh-action@master
+      with:
+        host: ${{ env.SSH_HOST }}
+        username: ${{ env.SSH_USERNAME }}
+        key: ${{ secrets.SSH_PRIVATE_KEY }}
+        proxy_host: ${{ env.SSH_PROXY_HOST }}
+        proxy_username: ${{ env.SSH_USERNAME }}
+        proxy_key: ${{ secrets.SSH_PRIVATE_KEY }}
+        script_stop: false
+        script: |
+          cd ${{ matrix.env }}
+          make create_external_volumes
+
+    - name: Start services
+      uses: appleboy/ssh-action@master
+      with:
+        host: ${{ env.SSH_HOST }}
+        username: ${{ env.SSH_USERNAME }}
+        key: ${{ secrets.SSH_PRIVATE_KEY }}
+        proxy_host: ${{ env.SSH_PROXY_HOST }}
+        proxy_username: ${{ env.SSH_USERNAME }}
+        proxy_key: ${{ secrets.SSH_PRIVATE_KEY }}
+        script_stop: false
+        script: |
+          cd ${{ matrix.env }}
+          docker-compose down
+          docker-compose up -d --remove-orphans 2>&1
+
+    - name: Check services are up
+      uses: appleboy/ssh-action@master
+      if: ${{ always() }}
+      with:
+        host: ${{ env.SSH_HOST }}
+        username: ${{ env.SSH_USERNAME }}
+        key: ${{ secrets.SSH_PRIVATE_KEY }}
+        proxy_host: ${{ env.SSH_PROXY_HOST }}
+        proxy_username: ${{ env.SSH_USERNAME }}
+        proxy_key: ${{ secrets.SSH_PRIVATE_KEY }}
+        script_stop: false
+        script: |
+          cd ${{ matrix.env }}
+          make livecheck
+
+    - name: Cleanup obsolete Docker objects
+      uses: appleboy/ssh-action@master
+      if: ${{ always() }}
+      with:
+        host: ${{ env.SSH_HOST }}
+        username: ${{ env.SSH_USERNAME }}
+        key: ${{ secrets.SSH_PRIVATE_KEY }}
+        proxy_host: ${{ env.SSH_PROXY_HOST }}
+        proxy_username: ${{ env.SSH_USERNAME }}
+        proxy_key: ${{ secrets.SSH_PRIVATE_KEY }}
+        script_stop: false
+        script: |
+          cd ${{ matrix.env }}
+          docker system prune -af
+
+    - uses: frankie567/grafana-annotation-action@v1.0.3
+      if: ${{ always() }}
+      with:
+        apiHost: https://grafana.openfoodfacts.org
+        apiToken: ${{ secrets.GRAFANA_API_TOKEN }}
+        text: <a href="https://github.com/${{github.repository}}/actions/runs/${{github.run_id}}">Deployment ${{ steps.livecheck.outcome }} on ${{ matrix.env }}</a>
+        tags: type:deployment,origin:github,status:${{ steps.livecheck.outcome }},repo:${{ github.repository }},sha:${{ github.sha }},app:robotoff,env:${{ matrix.env }}
diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml
new file mode 100644
index 0000000..ed4198d
--- /dev/null
+++ b/.github/workflows/pre-commit.yml
@@ -0,0 +1,14 @@
+# Enforce pre-commit hook server side
+name: Run pre-commit hooks
+
+on:
+  pull_request:
+    branches: [ main ]
+
+jobs:
+  pre-commit:
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v3
+    - uses: actions/setup-python@v3
+    - uses: pre-commit/action@v3.0.0
diff --git a/.github/workflows/release-please.yml b/.github/workflows/release-please.yml
new file mode 100644
index 0000000..392a143
--- /dev/null
+++ b/.github/workflows/release-please.yml
@@ -0,0 +1,13 @@
+name: Run release-please
+on:
+   push:
+     branches:
+       - main
+jobs:
+   release-please:
+     runs-on: ubuntu-latest
+     steps:
+       - uses: GoogleCloudPlatform/release-please-action@v3.3.0
+         with:
+           token: ${{ secrets.GITHUB_TOKEN }}
+           release-type: simple
diff --git a/.github/workflows/semantic-pr.yml b/.github/workflows/semantic-pr.yml
new file mode 100644
index 0000000..3513db2
--- /dev/null
+++ b/.github/workflows/semantic-pr.yml
@@ -0,0 +1,17 @@
+name: "Semantic PRs"
+
+on:
+  pull_request_target:
+    types:
+      - opened
+      - edited
+      - synchronize
+
+jobs:
+  main:
+    name: Validate PR title
+    runs-on: ubuntu-latest
+    steps:
+      - uses: amannn/action-semantic-pull-request@v4
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..81075bb
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,136 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# Pycharm
+.idea/
+.DS_Store
+
+# vscode
+.vscode
+*.code-workspace
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 0000000..736e6a8
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,39 @@
+repos:
+-   repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.3.0
+    hooks:
+    -   id: trailing-whitespace
+    -   id: end-of-file-fixer
+    -   id: check-yaml
+    -   id: debug-statements
+    -   id: double-quote-string-fixer
+    -   id: name-tests-test
+    -   id: requirements-txt-fixer
+-   repo: https://github.com/asottile/setup-cfg-fmt
+    rev: v2.0.0
+    hooks:
+    -   id: setup-cfg-fmt
+-   repo: https://github.com/asottile/reorder_python_imports
+    rev: v3.8.2
+    hooks:
+    -   id: reorder-python-imports
+        args: [--py37-plus, --add-import, 'from __future__ import annotations']
+-   repo: https://github.com/asottile/add-trailing-comma
+    rev: v2.2.3
+    hooks:
+    -   id: add-trailing-comma
+        args: [--py36-plus]
+-   repo: https://github.com/pre-commit/mirrors-autopep8
+    rev: v1.6.0
+    hooks:
+    -   id: autopep8
+-   repo: https://github.com/PyCQA/flake8
+    rev: 5.0.2
+    hooks:
+    -   id: flake8
+        args: [--ignore=E501]
+-   repo: https://github.com/pre-commit/mirrors-mypy
+    rev: v0.971
+    hooks:
+    -   id: mypy
+        additional_dependencies: [types-all]
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..0fe6597
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,22 @@
+# syntax = docker/dockerfile:1.2
+# Base user uid / gid keep 1000 on prod, align with your user on dev
+ARG USER_UID=1000
+ARG USER_GID=1000
+
+
+FROM python:3.11
+# Instructions from https://fastapi.tiangolo.com/deployment/docker/
+ARG USER_UID
+ARG USER_GID
+RUN groupadd -g $USER_GID off && \
+    useradd -u $USER_UID -g off -m off && \
+    mkdir -p /home/off && \
+    mkdir -p /opt/nutripatrol && \
+    chown off:off -R /opt/nutripatrol /home/off
+WORKDIR /opt/nutripatrol
+COPY --chown=off:off requirements.txt requirements.txt
+RUN  pip install --no-cache-dir --upgrade -r requirements.txt
+
+USER off:off
+COPY --chown=off:off app app
+CMD ["uvicorn", "app.api:app", "--proxy-headers", "--host", "0.0.0.0", "--port", "8000", "--workers", "4"]
diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..bfc8c8c
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,54 @@
+MOUNT_POINT ?= /mnt
+DOCKER_LOCAL_DATA ?= /srv/off/docker_data
+ENV_FILE ?= .env
+# for dev we need to align user uid with the one in the container
+# this is handled through build args
+UID ?= $(shell id -u)
+export USER_UID:=${UID}
+# prefer to use docker buildkit
+export DOCKER_BUILDKIT=1
+export COMPOSE_DOCKER_CLI_BUILD=1
+# we need COMPOSE_PROJECT_NAME for some commands
+# take it form env, or from env file
+COMPOSE_PROJECT_NAME ?= $(shell grep COMPOSE_PROJECT_NAME ${ENV_FILE} | cut -d '=' -f 2)
+DOCKER_COMPOSE=docker-compose --env-file=${ENV_FILE}
+
+#------------#
+# Production #
+#------------#
+
+test:
+	echo ${ENV_FILE} ${COMPOSE_PROJECT_NAME}
+
+livecheck:
+	@echo "🥫 livecheck services…" ; \
+	exit_code=0; \
+	services=`${DOCKER_COMPOSE} config  --service | tr '\n' ' '`; \
+	for service in $$services; do \
+	if [ -z `docker-compose ps -q $$service` ] || [ -z `docker ps -q --no-trunc | grep $$(${DOCKER_COMPOSE} ps -q $$service)` ]; then \
+		echo "$$service: DOWN"; \
+		exit_code=1; \
+	else \
+		echo "$$service: UP"; \
+	fi \
+	done; \
+	[ $$exit_code -eq 0 ] && echo "Success !"; \
+	exit $$exit_code;
+
+
+build:
+	@echo "🥫 building docker (for dev)"
+	docker-compose build
+
+
+up:
+ifdef service
+	${DOCKER_COMPOSE} up -d ${service} 2>&1
+else
+	${DOCKER_COMPOSE} up -d 2>&1
+endif
+
+
+down:
+	@echo "🥫 Bringing down containers …"
+	${DOCKER_COMPOSE} down
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..c77ab98
--- /dev/null
+++ b/README.md
@@ -0,0 +1,9 @@
+# Nutripatrol
+
+Open Food Facts moderation tool (WIP).
+
+### Pre-Commit
+This repo uses [pre-commit](https://pre-commit.com/) to enforce code styling, etc. To use it:
+```console
+pre-commit run
+```
diff --git a/app/__init__.py b/app/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/app/api.py b/app/api.py
new file mode 100644
index 0000000..e149bff
--- /dev/null
+++ b/app/api.py
@@ -0,0 +1,40 @@
+from pathlib import Path
+
+from fastapi import FastAPI, Request
+from fastapi.responses import HTMLResponse, PlainTextResponse
+from fastapi.templating import Jinja2Templates
+from openfoodfacts.utils import get_logger
+
+from app.config import settings
+from app.utils import init_sentry
+
+logger = get_logger(level=settings.log_level.to_int())
+
+
+app = FastAPI(
+    title="nutripatrol",
+    contact={
+        "name": "The Open Food Facts team",
+        "url": "https://world.openfoodfacts.org",
+        "email": "contact@openfoodfacts.org",
+    },
+    license_info={
+        "name": " AGPL-3.0",
+        "url": "https://www.gnu.org/licenses/agpl-3.0.en.html",
+    },
+)
+templates = Jinja2Templates(directory=Path(__file__).parent / "templates")
+init_sentry(settings.sentry_dns)
+
+
+@app.get("/", response_class=HTMLResponse)
+def main_page(request: Request):
+    return templates.TemplateResponse(
+        "index.html",
+        {"request": request},
+    )
+
+
+@app.get("/robots.txt", response_class=PlainTextResponse)
+def robots_txt():
+    return """User-agent: *\nDisallow: /"""
diff --git a/app/config.py b/app/config.py
new file mode 100644
index 0000000..7051e60
--- /dev/null
+++ b/app/config.py
@@ -0,0 +1,34 @@
+from enum import StrEnum
+
+from pydantic_settings import BaseSettings
+
+
+class LoggingLevel(StrEnum):
+    NOTSET = "NOTSET"
+    DEBUG = "DEBUG"
+    INFO = "INFO"
+    WARNING = "WARNING"
+    ERROR = "ERROR"
+    CRITICAL = "CRITICAL"
+
+    def to_int(self):
+        if self is LoggingLevel.NOTSET:
+            return 0
+        elif self is LoggingLevel.DEBUG:
+            return 10
+        elif self is LoggingLevel.INFO:
+            return 20
+        elif self is LoggingLevel.WARNING:
+            return 30
+        elif self is LoggingLevel.ERROR:
+            return 40
+        elif self is LoggingLevel.CRITICAL:
+            return 50
+
+
+class Settings(BaseSettings):
+    sentry_dns: str | None = None
+    log_level: LoggingLevel = LoggingLevel.INFO
+
+
+settings = Settings()
diff --git a/app/templates/index.html b/app/templates/index.html
new file mode 100644
index 0000000..fa8057c
--- /dev/null
+++ b/app/templates/index.html
@@ -0,0 +1,6 @@
+<!DOCTYPE html>
+<html>
+    <body>
+        <p>Hello world!</p>
+    </body>
+</html>
\ No newline at end of file
diff --git a/app/utils.py b/app/utils.py
new file mode 100644
index 0000000..3062a7a
--- /dev/null
+++ b/app/utils.py
@@ -0,0 +1,20 @@
+import logging
+
+import sentry_sdk
+from sentry_sdk.integrations import Integration
+from sentry_sdk.integrations.logging import LoggingIntegration
+
+
+def init_sentry(sentry_dsn: str | None, integrations: list[Integration] | None = None):
+    if sentry_dsn:
+        integrations = integrations or []
+        integrations.append(
+            LoggingIntegration(
+                level=logging.INFO,  # Capture info and above as breadcrumbs
+                event_level=logging.WARNING,  # Send warning and errors as events
+            )
+        )
+        sentry_sdk.init(  # type:ignore  # mypy say it's abstract
+            sentry_dsn,
+            integrations=integrations,
+        )
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..8393e86
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,19 @@
+version: "3.7"
+
+x-api-common: &api-common
+  image: ghcr.io/openfoodfacts/nutripatrol/api:${TAG:-dev}
+  restart: ${RESTART_POLICY}
+  environment:
+    - SENTRY_DNS
+    - LOG_LEVEL
+  networks:
+    - default
+
+services:
+  api:
+    <<: *api-common
+    ports:
+      - "${API_PORT}:8000"
+
+volumes:
+  rediscache:
diff --git a/docker/dev.yml b/docker/dev.yml
new file mode 100644
index 0000000..2caec6f
--- /dev/null
+++ b/docker/dev.yml
@@ -0,0 +1,18 @@
+version: "3.7"
+# this file setup various thinks that are for dev environment
+
+x-api-base: &api-base
+  build:
+    context: .
+    args:
+      USER_UID: ${USER_UID:-1000}
+      USER_GID: ${USER_GID:-1000}
+  volumes:
+    # mount code dynamically
+    - "./app:/opt/nutripatrol/app"
+
+services:
+  api:
+    <<: *api-base
+    # uvicorn in reload mode
+    command: ["uvicorn", "app.api:app", "--proxy-headers", "--host", "0.0.0.0", "--port", "8000", "--reload"]
diff --git a/docker/prod.yml b/docker/prod.yml
new file mode 100644
index 0000000..c404b8b
--- /dev/null
+++ b/docker/prod.yml
@@ -0,0 +1,3 @@
+version: "3.7"
+
+# modifications to docker-compose for production settings
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..49ba13e
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,7 @@
+fastapi==0.103.1
+uvicorn==0.23.2
+openfoodfacts==0.1.10
+requests==2.31.0
+pydantic-settings==2.0.3
+sentry-sdk[fastapi]==1.31.0
+jinja2==3.1.2
\ No newline at end of file
diff --git a/tests/__init__.py b/tests/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/tests/unit/__init__.py b/tests/unit/__init__.py
new file mode 100644
index 0000000..e69de29