diff --git a/.env.template b/.env.template
index 677c235..a05a22f 100644
--- a/.env.template
+++ b/.env.template
@@ -29,12 +29,13 @@ DATABASE_URL=postgresql://eu_fact_force:eu_fact_force@localhost:5432/eu_fact_for
 # -----------------------------------------------------------------------------
 
 # If AWS_STORAGE_BUCKET_NAME is set, Django uses S3 for default file storage.
-# For local dev with LocalStack, set USE_LOCAL_STACK=1 and the endpoint below.
+# For local dev with RustFS (docker-compose): set AWS_S3_ENDPOINT_URL and use the same credentials.
+# RustFS Web Console: http://localhost:9001 | S3 API: http://localhost:9000
 # USE_LOCAL_STACK=1
-# AWS_ACCESS_KEY_ID=test
-# AWS_SECRET_ACCESS_KEY=test
+# AWS_ACCESS_KEY_ID=minioadmin
+# AWS_SECRET_ACCESS_KEY=minioadmin
 # AWS_STORAGE_BUCKET_NAME=eu-fact-force-files
 # AWS_S3_REGION_NAME=eu-west-1
-# AWS_S3_ENDPOINT_URL=http://localhost:4566
+# AWS_S3_ENDPOINT_URL=http://localhost:9000
 
 # In production: set real AWS credentials and do not set AWS_S3_ENDPOINT_URL.
diff --git a/.gitignore b/.gitignore
index de02f97..fc97b5e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -174,7 +174,7 @@ eu_fact_force/ingestion/parsing/output/analysis/
 s3/
 eu_fact_force/exploration/
 annotated_pdf/
-
-# docker volumes
+eu_fact_force/exploration/docling/results/annotated_pdf/
 postgres_data/
-rustfs_data
\ No newline at end of file
+rustfs_data/
+data/
diff --git a/README.md b/README.md
index a9f0e59..b87d2df 100644
--- a/README.md
+++ b/README.md
@@ -112,13 +112,13 @@ uv run pytest
 
 ### Déploiement de l'application
 
-L'application se compose d'un serveur Django, d'une base PostgreSQL (avec pgvector) et de LocalStack pour le stockage S3. 
+L'application se compose d'un serveur Django, d'une base PostgreSQL (avec pgvector) et de **RustFS** pour le stockage S3 (compatible AWS), avec une interface web pour déposer des fichiers manuellement.
 Pour déployer et utiliser l'application en local :
 
 **1. Prérequis**
 
 - [Python 3.12+](https://www.python.org/) et [uv](https://docs.astral.sh/uv/)
-- [Docker](https://www.docker.com/) et Docker Compose (pour Postgres et LocalStack)
+- [Docker](https://www.docker.com/) et Docker Compose (pour Postgres et RustFS)
 
 **2. Variables d'environnement**
 
@@ -130,7 +130,7 @@ cp .env.template .env
 
 Pour un usage local avec les services Docker, les valeurs par défaut de `.env.template` (notamment `DATABASE_URL=postgresql://eu_fact_force:eu_fact_force@localhost:5432/eu_fact_force`) conviennent.
 
-**3. Lancer les services (Postgres et LocalStack)**
+**3. Lancer les services (Postgres et RustFS)**
 
 À la racine du projet :
 
@@ -138,7 +138,7 @@ Pour un usage local avec les services Docker, les valeurs par défaut de `.env.t
 docker compose up -d
 ```
 
-Cela démarre PostgreSQL (port 5432) et LocalStack S3 (port 4566). Le bucket configuré est créé automatiquement au démarrage de LocalStack.
+Cela démarre PostgreSQL (port 5432) et RustFS (API S3 sur le port 9000). Le bucket configuré est créé automatiquement au premier démarrage. **Interface web RustFS** : [http://localhost:9001](http://localhost:9001) — identifiants S3 (Access Key / Secret Key) : ceux définis dans `.env` (par défaut `minioadmin`). Vous pouvez y créer des buckets, des dossiers et déposer des fichiers manuellement.
 
 **4. Installer les dépendances et appliquer les migrations**
 
@@ -165,14 +165,49 @@ L'application est alors disponible sur [http://127.0.0.1:8000/](http://127.0.0.1
 
 **Utilisation du stockage S3 en local**
 
-Pour que Django utilise LocalStack pour le stockage des fichiers, décommentez et renseignez dans `.env` les variables S3 (voir `.env.template`), par exemple :
+Avec `docker compose`, l’app est configurée pour utiliser RustFS. Pour lancer Django au host (sans conteneur app) et pointer vers RustFS, décommentez dans `.env` les variables S3 (voir `.env.template`) et définissez par exemple :
 
 ```bash
-USE_LOCAL_STACK=1
-AWS_ACCESS_KEY_ID=test
-AWS_SECRET_ACCESS_KEY=test
+AWS_S3_ENDPOINT_URL=http://localhost:9000
+AWS_ACCESS_KEY_ID=minioadmin
+AWS_SECRET_ACCESS_KEY=minioadmin
 AWS_STORAGE_BUCKET_NAME=eu-fact-force-files
 AWS_S3_REGION_NAME=eu-west-1
 ```
 
-Sans ces variables, l'application utilise le stockage fichier local par défaut.
+Sans ces variables, l’application utilise le stockage fichier local par défaut.
+
+## Test de performance
+
+Le projet propose un ensemble de documents relatifs aux liens entre les vaccins et l'autisme.
+Ces documents vont permettre de tester de bout en bout la pipeline : 
+- parsing des pdf,
+- extraction des chunks,
+- vectorisation des chuncks,
+- mécanisme de recherche.
+
+Puisque tous les documents ne sont pas nécessairement facilement accessible via les API, les documents et les metadata sont réunis dans un archive (puis un S3 dans un second temps).
+L'archive contient : 
+- la liste des paragraphes les plus pertinents à extraire dans le json `vaccins_annotated.json`,
+- les fichiers pdf,
+- un fichier json par pdf contenant les métadonnées.
+
+Le fichier json contient la structure suivante :
+
+```json
+{
+    "tags_pubmed": [
+        "tag1",
+        "tag2",
+        "tag3"
+    ],
+    "title" : "Title",
+    "category" : "category",
+    "type" : "type",
+    "journal": "journal",
+    "authors" : ["first author", "seocond author"],
+    "year": 2022,
+    "url" : "http",
+    "doi" : "test_doi"
+}
+```
\ No newline at end of file
diff --git a/docker-compose.yml b/docker-compose.yml
index 2ac66f5..68fae9a 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -12,15 +12,15 @@ services:
       DEBUG: ${DEBUG:-0}
       SECRET_KEY: ${SECRET_KEY:-dev-secret-key-change-in-production}
       DATABASE_URL: ${DATABASE_URL:-postgresql://eu_fact_force:eu_fact_force@postgres:5432/eu_fact_force}
-      AWS_ENDPOINT_URL: ${AWS_ENDPOINT_URL:-http://localstack:4566}
-      AWS_ACCESS_KEY_ID: ${AWS_ACCESS_KEY_ID:-test}
-      AWS_SECRET_ACCESS_KEY: ${AWS_SECRET_ACCESS_KEY:-test}
+      AWS_S3_ENDPOINT_URL: ${AWS_S3_ENDPOINT_URL:-http://rustfs:9000}
+      AWS_ACCESS_KEY_ID: ${AWS_ACCESS_KEY_ID:-minioadmin}
+      AWS_SECRET_ACCESS_KEY: ${AWS_SECRET_ACCESS_KEY:-minioadmin}
       AWS_S3_REGION_NAME: ${AWS_S3_REGION_NAME:-eu-west-1}
       AWS_STORAGE_BUCKET_NAME: ${AWS_STORAGE_BUCKET_NAME:-eu-fact-force-files}
     depends_on:
       postgres:
         condition: service_healthy
-      localstack:
+      rustfs:
         condition: service_started
     labels:
       - traefik.enable=true
@@ -30,6 +30,7 @@ services:
       - traefik.docker.network=d4g-internal
       - traefik.http.services.eu-fact-force.loadbalancer.server.port=8000
 
+  # PostgreSQL 18+ : monter sur /var/lib/postgresql (l’image gère le sous-dossier de version).
   postgres:
     image: pgvector/pgvector:pg18-trixie
     environment:
@@ -39,7 +40,7 @@ services:
     ports:
       - 5432
     volumes:
-      - postgres_data:/var/lib/postgresql
+      - ./postgres_data:/var/lib/postgresql
       - ./docker/postgres/init:/docker-entrypoint-initdb.d:ro
     healthcheck:
       test: ["CMD-SHELL", "pg_isready -U ${POSTGRES_USER:-eu_fact_force} -d ${POSTGRES_DB:-eu_fact_force}"]
@@ -47,21 +48,34 @@ services:
       timeout: 5s
       retries: 5
 
-  localstack:
-    image: localstack/localstack:latest
+  # RustFS: S3-compatible object storage with web console (Apache 2.0).
+  # Console UI: http://localhost:9001 | S3 API: http://localhost:9000
+  rustfs:
+    image: rustfs/rustfs:latest
+    restart: unless-stopped
     ports:
-      - 4566
+      - "9000:9000"
+      - "9001:9001"
     environment:
-      SERVICES: s3
-      PERSISTENCE: 1
-      AWS_DEFAULT_REGION: ${AWS_S3_REGION_NAME:-eu-west-1}
-      AWS_STORAGE_BUCKET_NAME: ${AWS_STORAGE_BUCKET_NAME:-eu-fact-force-files}
-      AWS_ACCESS_KEY_ID: ${AWS_ACCESS_KEY_ID:-test}
-      AWS_SECRET_ACCESS_KEY: ${AWS_SECRET_ACCESS_KEY:-test}
-      DEBUG: ${DEBUG:-0}
+      RUSTFS_ACCESS_KEY: ${AWS_ACCESS_KEY_ID:-minioadmin}
+      RUSTFS_SECRET_KEY: ${AWS_SECRET_ACCESS_KEY:-minioadmin}
+      RUSTFS_CONSOLE_ENABLE: "true"
+    command: ["--console-enable", "/data"]
     volumes:
-      - ./s3:/var/lib/localstack
-      - ./docker/localstack/init-ready.d:/etc/localstack/init/ready.d:ro
+      - ./rustfs_data:/data
 
-volumes:
-  postgres_data:
+  # Create default S3 bucket on first run (depends on RustFS).
+  rustfs-init:
+    image: amazon/aws-cli:latest
+    depends_on:
+      - rustfs
+    entrypoint: ["/bin/sh", "-c"]
+    command:
+      - |
+        sleep 5
+        aws s3 mb s3://$${AWS_STORAGE_BUCKET_NAME} --endpoint-url http://rustfs:9000 2>/dev/null || true
+        echo "Bucket ready."
+    environment:
+      AWS_ACCESS_KEY_ID: ${AWS_ACCESS_KEY_ID:-minioadmin}
+      AWS_SECRET_ACCESS_KEY: ${AWS_SECRET_ACCESS_KEY:-minioadmin}
+      AWS_STORAGE_BUCKET_NAME: ${AWS_STORAGE_BUCKET_NAME:-eu-fact-force-files}
diff --git a/docker/localstack/init-ready.d/01-create-bucket.py b/docker/localstack/init-ready.d/01-create-bucket.py
index c56dd7c..6332782 100644
--- a/docker/localstack/init-ready.d/01-create-bucket.py
+++ b/docker/localstack/init-ready.d/01-create-bucket.py
@@ -1,10 +1,12 @@
 #!/usr/bin/env python3
-"""Create the default S3 bucket when LocalStack is ready."""
+"""Create the default S3 bucket and the performances bucket when LocalStack is ready."""
 
 import os
 
 import boto3
 
+PERFORMANCES_BUCKET_NAME = "performances"
+
 bucket = os.environ.get("AWS_STORAGE_BUCKET_NAME", "eu-fact-force")
 region = os.environ.get("AWS_S3_REGION_NAME", "eu-west-1")
 
@@ -15,10 +17,12 @@
     aws_secret_access_key=os.environ.get("AWS_SECRET_ACCESS_KEY", "test"),
     region_name=region,
 )
-try:
-    client.create_bucket(Bucket=bucket)
-    print(f"Created bucket: {bucket}")
-except client.exceptions.BucketAlreadyOwnedByYou:
-    print(f"Bucket already exists: {bucket}")
-except Exception as e:
-    print(f"Bucket creation skipped: {e}")
+
+for name in (bucket, PERFORMANCES_BUCKET_NAME):
+    try:
+        client.create_bucket(Bucket=name)
+        print(f"Created bucket: {name}")
+    except client.exceptions.BucketAlreadyOwnedByYou:
+        print(f"Bucket already exists: {name}")
+    except Exception as e:
+        print(f"Bucket creation skipped for {name}: {e}")
diff --git a/eu_fact_force/app/settings.py b/eu_fact_force/app/settings.py
index 8bff827..b40093b 100644
--- a/eu_fact_force/app/settings.py
+++ b/eu_fact_force/app/settings.py
@@ -11,6 +11,7 @@
 """
 
 import os
+import sys
 from pathlib import Path
 from urllib.parse import urlparse
 
@@ -25,6 +26,13 @@
 if _load_env.exists():
     load_dotenv(_load_env)
 
+# Sous pytest : forcer S3 local (RustFS) pour éviter InvalidAccessKeyId avec des clés .env
+_run_by_pytest = "pytest" in sys.argv[0] or "pytest" in str(sys.argv)
+if _run_by_pytest:
+    os.environ["AWS_S3_ENDPOINT_URL"] = "http://localhost:9000"
+    os.environ["AWS_ACCESS_KEY_ID"] = "minioadmin"
+    os.environ["AWS_SECRET_ACCESS_KEY"] = "minioadmin"
+    os.environ["AWS_STORAGE_BUCKET_NAME"] = "eu-fact-force-files"
 
 # Quick-start development settings - unsuitable for production
 # See https://docs.djangoproject.com/en/6.0/howto/deployment/checklist/
@@ -106,21 +114,15 @@ def _get_databases():
             "PASSWORD": parsed.password,
             "HOST": parsed.hostname,
             "PORT": parsed.port or "5432",
+            "TEST": {
+                "NAME": f"test_{parsed.path.lstrip('/')}",
+            },
         }
     }
 
 
 DATABASES = _get_databases()
 
-# Use a dedicated test database name so tests do not overwrite dev/prod data
-if (
-    "default" in DATABASES
-    and DATABASES["default"]["ENGINE"] == "django.db.backends.postgresql"
-):
-    _db_name = DATABASES["default"].get("NAME", "eu_fact_force")
-    DATABASES["default"].setdefault("TEST", {})["NAME"] = f"test_{_db_name}"
-
-
 # Password validation
 # https://docs.djangoproject.com/en/6.0/ref/settings/#auth-password-validators
 
@@ -159,17 +161,28 @@ def _get_databases():
 # Must be an absolute filesystem path (string) for collectstatic / StaticFilesStorage
 STATIC_ROOT = str((BASE_DIR.parent / "staticfiles").resolve())
 
-# S3 / LocalStack storage (switch via AWS_S3_ENDPOINT_URL or USE_LOCAL_STACK)
+# S3 / MinIO / LocalStack storage (switch via AWS_S3_ENDPOINT_URL or USE_LOCAL_STACK)
 # django-storages reads AWS_S3_ENDPOINT_URL from this module
-AWS_S3_ENDPOINT_URL = os.environ.get("AWS_S3_ENDPOINT_URL") or (
-    "http://localhost:4566" if os.environ.get("USE_LOCAL_STACK") else None
+# Valeurs par défaut : RustFS local (9000) ou LocalStack (4566) si USE_LOCAL_STACK=1
+AWS_S3_ENDPOINT_URL = os.environ.get("AWS_S3_ENDPOINT_URL") or "http://localhost:9000"
+if AWS_S3_ENDPOINT_URL and (
+    "localhost" in AWS_S3_ENDPOINT_URL or "127.0.0.1" in AWS_S3_ENDPOINT_URL
+):
+    os.environ.setdefault("AWS_ACCESS_KEY_ID", "minioadmin")
+    os.environ.setdefault("AWS_SECRET_ACCESS_KEY", "minioadmin")
+# Must match eu_fact_force.ingestion.s3.save_file_to_s3 / get_default_bucket(): uploads use
+# boto3 with this default bucket even when AWS_STORAGE_BUCKET_NAME is unset, so default_storage
+# must use the same bucket or opens fall back to FileSystemStorage and FileNotFoundError.
+_DEFAULT_FILES_BUCKET = "eu-fact-force-files"
+_AWS_STORAGE_BUCKET_NAME = (
+    os.environ.get("AWS_STORAGE_BUCKET_NAME") or _DEFAULT_FILES_BUCKET
 )
-if os.environ.get("AWS_STORAGE_BUCKET_NAME"):
+if _AWS_STORAGE_BUCKET_NAME:
     STORAGES = {
         "default": {
             "BACKEND": "storages.backends.s3boto3.S3Boto3Storage",
             "OPTIONS": {
-                "bucket_name": os.environ.get("AWS_STORAGE_BUCKET_NAME"),
+                "bucket_name": _AWS_STORAGE_BUCKET_NAME,
                 "region_name": os.environ.get("AWS_S3_REGION_NAME", "eu-west-1"),
                 "custom_domain": False,
             },
diff --git a/eu_fact_force/ingestion/management/commands/ingest_vaccins.py b/eu_fact_force/ingestion/management/commands/ingest_vaccins.py
new file mode 100644
index 0000000..340cf1b
--- /dev/null
+++ b/eu_fact_force/ingestion/management/commands/ingest_vaccins.py
@@ -0,0 +1,40 @@
+import json
+import logging
+from pathlib import Path
+
+from django.core.management.base import BaseCommand
+
+from eu_fact_force.ingestion.embedding import add_embeddings
+from eu_fact_force.ingestion.parsing import parse_file
+from eu_fact_force.ingestion.services import save_chunks, save_to_s3_and_postgres
+
+logger = logging.getLogger(__name__)
+
+PERFORMANCES_BUCKET_NAME = "performances"
+VACCINS_ANNOTATED_KEY = "vaccins_annotated.json"
+PDF_PREFIX = "pdf"
+
+
+class Command(BaseCommand):
+    help = (
+        "Read vaccins_annotated.json from S3 bucket performances, "
+        "download PDF + JSON per entry, run full ingestion pipeline."
+    )
+
+    def handle(self, *args, **options):
+        performance_dir = Path(__file__).resolve().parents[4] / "data" / "vaccine_perfs"
+        pdfs = list(performance_dir.glob("*.pdf"))
+        for pdf_path in pdfs:
+            logger.info(f"Processing {pdf_path.stem}")
+            key = pdf_path.stem
+            metadata = json.load(pdf_path.with_suffix(".json").open())
+            source_file = save_to_s3_and_postgres(
+                pdf_path,
+                tags_pubmed=metadata.get("tags_pubmed", []),
+                doi=key,
+            )
+            document_parts = parse_file(source_file)
+            chunks = save_chunks(source_file, document_parts)
+            add_embeddings(chunks)
+
+        self.stdout.write(self.style.SUCCESS(f"Done. Processed: {len(pdfs)}"))
diff --git a/eu_fact_force/ingestion/s3.py b/eu_fact_force/ingestion/s3.py
index 6683197..e92e646 100644
--- a/eu_fact_force/ingestion/s3.py
+++ b/eu_fact_force/ingestion/s3.py
@@ -1,19 +1,78 @@
+import io
+import os
 from pathlib import Path
 
-from django.core.files.base import ContentFile
-from django.core.files.storage import default_storage
+import boto3
+from django.conf import settings
+from django.core.exceptions import ImproperlyConfigured
+
+# Alignés sur docker-compose (RustFS) pour dev local et tests.
+AWS_ACCESS_KEY_ID_DEFAULT = "minioadmin"
+AWS_SECRET_ACCESS_KEY_DEFAULT = "minioadmin"
+AWS_STORAGE_BUCKET_NAME_DEFAULT = "eu-fact-force-files"
+
+
+def get_default_bucket() -> str | None:
+    """Return the default S3 bucket name when S3 is configured, else None."""
+    return (
+        os.environ.get("AWS_STORAGE_BUCKET_NAME", AWS_STORAGE_BUCKET_NAME_DEFAULT)
+        or None
+    )
+
+
+def _is_local_endpoint(endpoint_url: str | None) -> bool:
+    """True if endpoint points to local S3 (RustFS, MinIO, LocalStack)."""
+    if not endpoint_url:
+        return False
+    return "localhost" in endpoint_url or "127.0.0.1" in endpoint_url
+
+
+def get_s3_client():
+    """
+    Build boto3 S3 client using project config (endpoint, credentials, region).
+    Single entry point for all S3 access; same config as default_storage (django-storages).
+    Lit endpoint et credentials dans os.environ au moment de l'appel pour que les tests
+    (conftest) puissent forcer RustFS local même si settings ont été chargés avant.
+    Si l'endpoint est local (localhost / 127.0.0.1), on force minioadmin pour RustFS.
+    """
+    endpoint_url = os.environ.get("AWS_S3_ENDPOINT_URL") or getattr(
+        settings, "AWS_S3_ENDPOINT_URL", None
+    )
+    endpoint_url = endpoint_url or None
+    if _is_local_endpoint(endpoint_url):
+        access_key = AWS_ACCESS_KEY_ID_DEFAULT
+        secret_key = AWS_SECRET_ACCESS_KEY_DEFAULT
+    else:
+        access_key = os.environ.get("AWS_ACCESS_KEY_ID", AWS_ACCESS_KEY_ID_DEFAULT)
+        secret_key = os.environ.get(
+            "AWS_SECRET_ACCESS_KEY", AWS_SECRET_ACCESS_KEY_DEFAULT
+        )
+    return boto3.client(
+        "s3",
+        endpoint_url=endpoint_url,
+        aws_access_key_id=access_key,
+        aws_secret_access_key=secret_key,
+        region_name=os.environ.get("AWS_S3_REGION_NAME", "eu-west-1"),
+    )
 
 
 def save_file_to_s3(file_path: Path) -> str:
     """
-    Upload the file to S3 (or default storage).
+    Upload the file to S3 via get_s3_client(). Raises ImproperlyConfigured if no bucket is configured.
     """
     if not file_path.exists():
         raise FileNotFoundError(f"Local file not found: {file_path}")
     if not file_path.is_file():
         raise ValueError(f"Not a file: {file_path}")
 
+    bucket = get_default_bucket()
+    if not bucket:
+        raise ImproperlyConfigured(
+            "AWS_STORAGE_BUCKET_NAME must be set to upload files to S3."
+        )
+
     file_content = file_path.read_bytes()
     s3_key = f"ingestion/sources/{file_path.name}"
-    default_storage.save(s3_key, ContentFile(file_content))
+    client = get_s3_client()
+    client.upload_fileobj(io.BytesIO(file_content), bucket, s3_key)
     return s3_key
diff --git a/pyproject.toml b/pyproject.toml
index 4ee2659..48a13f7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,6 +13,7 @@ dependencies = [
     "django-storages[s3]>=1.14",
     "boto3>=1.34",
     "gunicorn>=25.1.0",
+    "psycopg2-binary>=2.9.11",
     "fitz>=0.0.1.dev2",
     "docling>=2.76.0",
     "docling-hierarchical-pdf>=0.1.6",
diff --git a/tests/conftest.py b/tests/conftest.py
index 4b8114a..29c0da6 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1,4 +1,5 @@
 """Pytest configuration and fixtures."""
+import os
 import sys
 from pathlib import Path
 
@@ -10,6 +11,46 @@
 if str(ROOT) not in sys.path:
     sys.path.insert(0, str(ROOT))
 
+# Forcer S3 sur RustFS local (docker compose) pour toute la session de tests :
+# endpoint localhost:9000 et credentials minioadmin. Évite InvalidAccessKeyId
+# si .env contient d’autres clés ou si un test appelle vraiment S3.
+os.environ["AWS_S3_ENDPOINT_URL"] = "http://localhost:9000"
+os.environ["AWS_ACCESS_KEY_ID"] = "minioadmin"
+os.environ["AWS_SECRET_ACCESS_KEY"] = "minioadmin"
+os.environ["AWS_STORAGE_BUCKET_NAME"] = "eu-fact-force-files"
+
+
+@pytest.fixture(scope="session", autouse=True)
+def ensure_rustfs_bucket():
+    """
+    Crée le bucket S3 sur RustFS local s'il n'existe pas (évite NoSuchBucket en tests).
+    Uniquement lorsque l'endpoint pointe vers localhost (RustFS), pas en production.
+    """
+    endpoint = os.environ.get("AWS_S3_ENDPOINT_URL", "") or ""
+    if "localhost" not in endpoint and "127.0.0.1" not in endpoint:
+        return
+    try:
+        from botocore.exceptions import ClientError
+
+        from eu_fact_force.ingestion.s3 import get_default_bucket, get_s3_client
+
+        bucket = get_default_bucket()
+        if not bucket:
+            return
+        client = get_s3_client()
+        try:
+            client.head_bucket(Bucket=bucket)
+        except ClientError as e:
+            code = e.response.get("Error", {}).get("Code")
+            if code in ("NoSuchBucket", "404"):
+                client.create_bucket(Bucket=bucket)
+            else:
+                raise
+        except Exception:
+            pass
+    except Exception:
+        pass  # RustFS non démarré ou autre erreur, on ignore
+
 
 @pytest.fixture
 def tmp_storage(tmp_path):
diff --git a/tests/ingestion/test_models.py b/tests/ingestion/test_models.py
index c2178de..8462419 100644
--- a/tests/ingestion/test_models.py
+++ b/tests/ingestion/test_models.py
@@ -1,6 +1,7 @@
 """Tests for SourceFile model (e.g. storage cleanup on delete)."""
 
 from pathlib import Path
+from unittest.mock import patch
 
 import pytest
 
@@ -14,13 +15,22 @@
 def test_deleting_source_file_removes_file_from_storage(tmp_path, tmp_storage):
     """
     When a SourceFile is deleted, the corresponding file is removed from storage.
-    Uses the pipeline to create a SourceFile with a real file in storage.
+    save_file_to_s3 uses get_s3_client(); on mock we write to tmp_storage so that
+    default_storage (overridden to tmp_storage) and the client target the same place.
     """
     fn = tmp_path / "test_file.txt"
     with fn.open("w") as f:
         f.write("test content")
 
-    inp = SourceFile.create_from_file(fn, doi="test_doi")
+    def fake_upload_fileobj(Fileobj, Bucket, Key):
+        dest = tmp_storage / Key
+        dest.parent.mkdir(parents=True, exist_ok=True)
+        dest.write_bytes(Fileobj.read())
+
+    with patch("eu_fact_force.ingestion.s3.get_s3_client") as mock_client:
+        mock_client.return_value.upload_fileobj = fake_upload_fileobj
+        inp = SourceFile.create_from_file(fn, doi="test_doi")
+
     s3_fn = tmp_storage / inp.s3_key
     assert s3_fn.exists()
     inp.delete()
diff --git a/uv.lock b/uv.lock
index b1ba1a2..876fc56 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,6 +1,11 @@
 version = 1
 revision = 3
 requires-python = "==3.12.*"
+resolution-markers = [
+    "sys_platform == 'win32'",
+    "sys_platform == 'emscripten'",
+    "sys_platform != 'emscripten' and sys_platform != 'win32'",
+]
 
 [[package]]
 name = "14-eu-fact-force"
@@ -17,6 +22,7 @@ dependencies = [
     { name = "gunicorn" },
     { name = "pgvector" },
     { name = "psycopg", extra = ["binary"] },
+    { name = "psycopg2-binary" },
     { name = "python-dotenv" },
     { name = "requests" },
     { name = "sentence-transformers" },
@@ -54,6 +60,7 @@ requires-dist = [
     { name = "gunicorn", specifier = ">=25.1.0" },
     { name = "pgvector", specifier = ">=0.2.4" },
     { name = "psycopg", extras = ["binary"], specifier = ">=3.2" },
+    { name = "psycopg2-binary", specifier = ">=2.9.11" },
     { name = "python-dotenv", specifier = ">=1.0" },
     { name = "requests", specifier = ">=2.32.5" },
     { name = "sentence-transformers", specifier = ">=5.2.3" },
@@ -81,7 +88,7 @@ parsing = [
 
 [[package]]
 name = "accelerate"
-version = "1.12.0"
+version = "1.13.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "huggingface-hub" },
@@ -92,9 +99,9 @@ dependencies = [
     { name = "safetensors" },
     { name = "torch" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/4a/8e/ac2a9566747a93f8be36ee08532eb0160558b07630a081a6056a9f89bf1d/accelerate-1.12.0.tar.gz", hash = "sha256:70988c352feb481887077d2ab845125024b2a137a5090d6d7a32b57d03a45df6", size = 398399, upload-time = "2025-11-21T11:27:46.973Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/ca/14/787e5498cd062640f0f3d92ef4ae4063174f76f9afd29d13fc52a319daae/accelerate-1.13.0.tar.gz", hash = "sha256:d631b4e0f5b3de4aff2d7e9e6857d164810dfc3237d54d017f075122d057b236", size = 402835, upload-time = "2026-03-04T19:34:12.359Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/9f/d2/c581486aa6c4fbd7394c23c47b83fa1a919d34194e16944241daf9e762dd/accelerate-1.12.0-py3-none-any.whl", hash = "sha256:3e2091cd341423207e2f084a6654b1efcd250dc326f2a37d6dde446e07cabb11", size = 380935, upload-time = "2025-11-21T11:27:44.522Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/46/02ac5e262d4af18054b3e922b2baedbb2a03289ee792162de60a865defc5/accelerate-1.13.0-py3-none-any.whl", hash = "sha256:cf1a3efb96c18f7b152eb0fa7490f3710b19c3f395699358f08decca2b8b62e0", size = 383744, upload-time = "2026-03-04T19:34:10.313Z" },
 ]
 
 [[package]]
@@ -117,7 +124,7 @@ wheels = [
 
 [[package]]
 name = "aiohttp"
-version = "3.13.3"
+version = "3.13.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
@@ -128,25 +135,25 @@ dependencies = [
     { name = "propcache" },
     { name = "yarl" },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/77/9a/152096d4808df8e4268befa55fba462f440f14beab85e8ad9bf990516918/aiohttp-3.13.5.tar.gz", hash = "sha256:9d98cc980ecc96be6eb4c1994ce35d28d8b1f5e5208a23b421187d1209dbb7d1", size = 7858271, upload-time = "2026-03-31T22:01:03.343Z" }
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