diff --git a/.secrets.baseline b/.secrets.baseline
index 1db95684b..75ac03f99 100644
--- a/.secrets.baseline
+++ b/.secrets.baseline
@@ -207,5 +207,5 @@
       }
     ]
   },
-  "generated_at": "2025-01-14T12:14:14Z"
+  "generated_at": "2025-01-16T13:18:21Z"
 }
diff --git a/Procfile.dev b/Procfile.dev
index 6dbb4058d..2a65c5e52 100644
--- a/Procfile.dev
+++ b/Procfile.dev
@@ -1,3 +1,3 @@
 services: docker compose --profile lvao up
-web: .venv/bin/python manage.py runserver 0.0.0.0:8000
+web: poetry run python manage.py runserver 0.0.0.0:8000
 npm: rm -rf .parcel-cache; npm run watch
diff --git a/airflow-scheduler.Dockerfile b/airflow-scheduler.Dockerfile
index 36c410505..117e6f364 100644
--- a/airflow-scheduler.Dockerfile
+++ b/airflow-scheduler.Dockerfile
@@ -27,8 +27,18 @@ COPY pyproject.toml poetry.lock ./
 RUN --mount=type=cache,target=${POETRY_CACHE_DIR} poetry sync --with airflow --no-root
 
 
+
 FROM apache/airflow:2.10.4 AS scheduler
-USER ${AIRFLOW_UID:-50000}
+USER root
+WORKDIR /opt/
+RUN apt-get update
+RUN apt-get install unzip
+RUN curl "https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip" -o "awscliv2.zip"
+RUN unzip awscliv2.zip
+RUN ./aws/install
+
+USER ${AIRFLOW_UID:-50000}:0
+WORKDIR /opt/airflow
 ENV CPLUS_INCLUDE_PATH=/usr/include/gdal \
     C_INCLUDE_PATH=/usr/include/gdal \
     VIRTUAL_ENV=/home/airflow/.local \
@@ -37,17 +47,11 @@ ENV CPLUS_INCLUDE_PATH=/usr/include/gdal \
 COPY --from=python-builder ${VIRTUAL_ENV} ${VIRTUAL_ENV}
 COPY --from=builder ${CPLUS_INCLUDE_PATH} ${CPLUS_INCLUDE_PATH}
 
-# Use user airflow
-WORKDIR /opt/airflow
-USER ${AIRFLOW_UID:-50000}:0
-RUN chown -R ${AIRFLOW_UID:-50000}:0 .
 
 # Set current directory to airflow root
 # Copy the dags, logs, config, and plugins directories to the appropriate locations
 COPY sync_dags.sh /opt/airflow/sync_dags.sh
-RUN curl "https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip" -o "awscliv2.zip" \
-    unzip awscliv2.zip  \
-    ./aws/install
+
 # Nécessaire pour faire fonctionner Django dans Airflow
 COPY core qfdmo qfdmd dsfr_hacks ./
 
diff --git a/poetry.lock b/poetry.lock
index d71d31128..f53ca7b4c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1582,6 +1582,21 @@ files = [
 [package.dependencies]
 Django = ">=3.2"
 
+[[package]]
+name = "django-filter"
+version = "24.3"
+description = "Django-filter is a reusable Django application for allowing users to filter querysets dynamically."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "django_filter-24.3-py3-none-any.whl", hash = "sha256:c4852822928ce17fb699bcfccd644b3574f1a2d80aeb2b4ff4f16b02dd49dc64"},
+    {file = "django_filter-24.3.tar.gz", hash = "sha256:d8ccaf6732afd21ca0542f6733b11591030fa98669f8d15599b358e24a2cd9c3"},
+]
+
+[package.dependencies]
+Django = ">=4.2"
+
 [[package]]
 name = "django-import-export"
 version = "4.3.4"
@@ -1725,6 +1740,21 @@ files = [
 django = "*"
 typing-extensions = "*"
 
+[[package]]
+name = "django-unfold"
+version = "0.44.0"
+description = "Modern Django admin theme for seamless interface development"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "django_unfold-0.44.0-py3-none-any.whl", hash = "sha256:94da205caad9d5ba0d1a0542c2bacaadbf23d90bf176472214e53cecfc2e9469"},
+    {file = "django_unfold-0.44.0.tar.gz", hash = "sha256:1a448c2ab993ab39811b5dede01f5b36066a2c7618b9db64c5f4b29aaa166b9c"},
+]
+
+[package.dependencies]
+django = ">=3.2"
+
 [[package]]
 name = "django-widget-tweaks"
 version = "1.5.0"
@@ -6500,4 +6530,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12,<3.13"
-content-hash = "0f4be247a346cab1e374010d38818fac7155f19eaccda48b2702577a5429b509"
+content-hash = "9b158576ea57fab7ec1abb29d10b837384d20fa96b6317670455a403ea16db7a"
diff --git a/pyproject.toml b/pyproject.toml
index 115cd295e..acabc3e19 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -69,7 +69,7 @@ version = "1.57.0"
 description = ""
 license = "MIT"
 readme = "README.md"
-requires-python = "^3.12,<3.13"
+requires-python = ">=3.12,<3.13"
 
 [tool.poetry]
 package-mode = false