From 44654d353b3e50487364067d6121244dbc67ed77 Mon Sep 17 00:00:00 2001
From: Sylvain Boissel <sylvain@boissel.dev>
Date: Wed, 14 Jan 2026 15:01:57 +0100
Subject: [PATCH] =?UTF-8?q?=F0=9F=9A=B8(backend)=20sort=20user=20search=20?=
 =?UTF-8?q?results=20by=20proxmity=20with=20the=20active=20user?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Allows a user to find more easily the other users they search, with
the following order of priority:
- users they already share documents with (more recent first)
- users that share the same full email domain
- users that share the same partial email domain (last two parts)
- other users
---
 CHANGELOG.md                                  |  28 ++--
 renovate.json                                 |   7 +
 src/backend/core/api/viewsets.py              |  75 ++++++++++-
 src/backend/core/tests/test_api_users.py      |  79 +++++++++++-
 src/backend/core/tests/test_utils.py          |  15 +++
 ...test_utils_users_sharing_documents_with.py |  60 +++++++++
 src/backend/core/utils.py                     |  42 +++++-
 .../locale/br_FR/LC_MESSAGES/django.po        |   6 +-
 .../locale/de_DE/LC_MESSAGES/django.po        |   6 +-
 .../locale/en_US/LC_MESSAGES/django.po        |   6 +-
 .../locale/es_ES/LC_MESSAGES/django.po        |   6 +-
 .../locale/fr_FR/LC_MESSAGES/django.po        |   6 +-
 .../locale/it_IT/LC_MESSAGES/django.po        |   6 +-
 .../locale/nl_NL/LC_MESSAGES/django.po        |   6 +-
 .../locale/pt_PT/LC_MESSAGES/django.po        |   6 +-
 .../locale/ru_RU/LC_MESSAGES/django.po        |   6 +-
 .../locale/sl_SI/LC_MESSAGES/django.po        |   6 +-
 .../locale/sv_SE/LC_MESSAGES/django.po        |   6 +-
 .../locale/tr_TR/LC_MESSAGES/django.po        |   6 +-
 .../locale/uk_UA/LC_MESSAGES/django.po        |   6 +-
 .../locale/zh_CN/LC_MESSAGES/django.po        |   6 +-
 src/backend/pyproject.toml                    |   4 +-
 .../app-impress/doc-comments.spec.ts          |   2 +-
 .../app-impress/doc-inherited-share.spec.ts   |   2 +-
 .../e2e/__tests__/app-impress/utils-common.ts |   4 +-
 src/frontend/apps/e2e/package.json            |   2 +-
 src/frontend/apps/impress/package.json        |   3 +-
 .../InterlinkingLinkInlineContent.tsx         | 121 +++++++++++++-----
 .../Interlinking/SearchPage.tsx               |   1 -
 .../interlinkingLinkDocx.tsx                  |  12 +-
 .../interlinkingLinkODT.tsx                   |  12 +-
 .../interlinkingLinkPDF.tsx                   |  14 +-
 .../apps/impress/src/i18n/translations.json   |  15 ++-
 src/frontend/package.json                     |   2 +-
 .../packages/eslint-plugin-docs/package.json  |   2 +-
 src/frontend/packages/i18n/package.json       |   2 +-
 src/frontend/servers/y-provider/package.json  |   2 +-
 src/helm/helmfile.yaml.gotmpl                 |   4 +-
 src/helm/impress/Chart.yaml                   |   2 +-
 src/mail/package.json                         |   2 +-
 40 files changed, 478 insertions(+), 120 deletions(-)
 create mode 100644 src/backend/core/tests/test_utils_users_sharing_documents_with.py

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 82e409e3..d0a25024 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,13 +6,29 @@ and this project adheres to
 
 ## [Unreleased]
 
+### Fixed
+
+- ✅(e2e) fix e2e test for other browsers #1799
+
+### Changed
+
+- 🚸(backend) sort user search results by proximity with the active user #1802 
+
+## [4.4.0] - 2026-01-13
+
 ### Added
 
 - ✨(backend) add documents/all endpoint with descendants #1553
 - ✅(export) add PDF regression tests #1762
 - 📝(docs) Add language configuration documentation #1757
 - 🔒(helm) Set default security context #1750
-- ✨(backend) use langfuse to monitor AI actions
+- ✨(backend) use langfuse to monitor AI actions #1776
+
+### Changed
+
+- ♿(frontend) improve accessibility:
+  - ♿(frontend) make html export accessible to screen reader users #1743
+  - ♿(frontend) add missing label and fix Axes errors to improve a11y #1693
 
 ### Fixed
 
@@ -24,12 +40,7 @@ and this project adheres to
 ### Security
 
 - 🔒️(backend) validate more strictly url used by cors-proxy endpoint #1768
-
-### Changed
-
-- ♿(frontend) improve accessibility:
-  - ♿(frontend) make html export accessible to screen reader users #1743
-  - ♿(frontend) add missing label and fix Axes errors to improve a11y #1693
+- 🔒️(frontend) fix props vulnerability in Interlinking #1792
 
 ## [4.3.0] - 2026-01-05
 
@@ -987,7 +998,8 @@ and this project adheres to
 - ✨(frontend) Coming Soon page (#67)
 - 🚀 Impress, project to manage your documents easily and collaboratively.
 
-[unreleased]: https://github.com/suitenumerique/docs/compare/v4.3.0...main
+[unreleased]: https://github.com/suitenumerique/docs/compare/v4.4.0...main
+[v4.4.0]: https://github.com/suitenumerique/docs/releases/v4.4.0
 [v4.3.0]: https://github.com/suitenumerique/docs/releases/v4.3.0
 [v4.2.0]: https://github.com/suitenumerique/docs/releases/v4.2.0
 [v4.1.0]: https://github.com/suitenumerique/docs/releases/v4.1.0
diff --git a/renovate.json b/renovate.json
index 250dee8e..7f8e9cab 100644
--- a/renovate.json
+++ b/renovate.json
@@ -31,6 +31,13 @@
       "matchPackageNames": ["django"],
       "allowedVersions": "<6.0.0"
     },
+    {
+
+      "groupName": "allowed celery versions",
+      "matchManagers": ["pep621"],
+      "matchPackageNames": ["celery"],
+      "allowedVersions": "<5.6.0"
+    },
     {
       "enabled": false,
       "groupName": "ignored js dependencies",
diff --git a/src/backend/core/api/viewsets.py b/src/backend/core/api/viewsets.py
index c4a137ee..a9cc5a7c 100644
--- a/src/backend/core/api/viewsets.py
+++ b/src/backend/core/api/viewsets.py
@@ -59,7 +59,12 @@ from core.services.search_indexers import (
     get_visited_document_ids_of,
 )
 from core.tasks.mail import send_ask_for_access_mail
-from core.utils import extract_attachments, filter_descendants
+from core.utils import (
+    extract_attachments,
+    extract_email_domain_parts,
+    filter_descendants,
+    users_sharing_documents_with,
+)
 
 from . import permissions, serializers, utils
 from .filters import DocumentFilter, ListDocumentFilter, UserSearchFilter
@@ -218,18 +223,77 @@ class UserViewSet(
 
         # Use trigram similarity for non-email-like queries
         # For performance reasons we filter first by similarity, which relies on an
-        # index, then only calculate precise similarity scores for sorting purposes
+        # index, then only calculate precise similarity scores for sorting purposes.
+        #
+        # Additionally we reorder results to prefer users "closer" to the current
+        # user: users they recently shared documents with, same full domain, same
+        # partial domain (e.g. both end with "gouv.fr"). To achieve that without
+        # complex SQL we build a proximity score in Python and returnthe top N results.
+        current_user = self.request.user
+        shared_map = users_sharing_documents_with(current_user)
 
-        return (
+        user_full_domain, user_partial_domain = extract_email_domain_parts(
+            current_user.email or ""
+        )
+
+        candidates = list(
             queryset.annotate(
                 sim_email=TrigramSimilarity("email", query),
                 sim_name=TrigramSimilarity("full_name", query),
             )
             .annotate(similarity=Greatest("sim_email", "sim_name"))
             .filter(similarity__gt=0.2)
-            .order_by("-similarity")[: settings.API_USERS_LIST_LIMIT]
+            .order_by("-similarity")
         )
 
+        # Build ordering key for each candidate
+        def _sort_key(u):
+            # shared priority: most recent first
+            # Use shared_last_at timestamp numeric for secondary ordering when shared.
+            shared_last_at = shared_map.get(u.id)
+            if shared_last_at:
+                is_shared = 1
+                shared_score = int(shared_last_at.timestamp())
+            else:
+                is_shared = 0
+                shared_score = 0
+
+            # domain proximity
+            candidate_full_domain, candidate_partial_domain = (
+                extract_email_domain_parts(u.email or "")
+            )
+
+            same_full_domain = (
+                1
+                if candidate_full_domain and candidate_full_domain == user_full_domain
+                else 0
+            )
+
+            same_partial_domain = (
+                1
+                if candidate_partial_domain
+                and candidate_partial_domain == user_partial_domain
+                else 0
+            )
+
+            # similarity fallback
+            sim = getattr(u, "similarity", 0) or 0
+
+            return (
+                is_shared,
+                shared_score,
+                same_full_domain,
+                same_partial_domain,
+                sim,
+            )
+
+        # Sort candidates by the key descending and return top N as a queryset-like
+        # list. Keep return type consistent with previous behavior (QuerySet slice
+        # was returned) by returning a list of model instances.
+        candidates.sort(key=_sort_key, reverse=True)
+
+        return candidates[: settings.API_USERS_LIST_LIMIT]
+
     @drf.decorators.action(
         detail=False,
         methods=["get"],
@@ -2231,8 +2295,7 @@ class InvitationViewset(
                 )
                 # Abilities are computed based on logged-in user's role and
                 # the user role on each document access
-                .annotate(user_roles=db.Subquery(user_roles_query))
-                .distinct()
+                .annotate(user_roles=db.Subquery(user_roles_query)).distinct()
             )
         return queryset
 
diff --git a/src/backend/core/tests/test_api_users.py b/src/backend/core/tests/test_api_users.py
index f2a30e93..86437703 100644
--- a/src/backend/core/tests/test_api_users.py
+++ b/src/backend/core/tests/test_api_users.py
@@ -2,6 +2,8 @@
 Test users API endpoints in the impress core app.
 """
 
+from django.utils import timezone
+
 import pytest
 from rest_framework.test import APIClient
 
@@ -201,10 +203,85 @@ def test_api_users_list_query_accented_full_name():
     assert users == []
 
 
+def test_api_users_list_sorted_by_closest_match():
+    """
+    Authenticated users should be able to list users and the results should be
+    sorted by closest match to the query.
+
+    Sorting criteria are :
+    - Shared documents with the user (most recent first)
+    - Same full email domain (example.gouv.fr)
+    - Same partial email domain (gouv.fr)
+
+    Case in point: the logged-in user has recently shared documents
+    with pierre.dupont@beta.gouv.fr and less recently with pierre.durand@impots.gouv.fr.
+
+    Other users named Pierre also exist:
+    - pierre.thomas@example.com
+    - pierre.petit@anct.gouv.fr
+    - pierre.robert@culture.gouv.fr
+
+    The search results should be ordered as follows:
+
+    # Shared with first
+    - pierre.dupond@beta.gouv.fr # Most recent first
+    - pierre.durand@impots.gouv.fr
+    # Same full domain second
+    - pierre.petit@anct.gouv.fr
+    # Same partial domain third
+    - pierre.robert@culture.gouv.fr
+    # Others last
+    - paul.thomas@example.com
+    """
+
+    user = factories.UserFactory(
+        email="martin.bernard@anct.gouv.fr", full_name="Martin Bernard"
+    )
+
+    client = APIClient()
+    client.force_login(user)
+
+    pierre_1 = factories.UserFactory(email="pierre.dupont@beta.gouv.fr")
+    pierre_2 = factories.UserFactory(email="pierre.durand@impots.gouv.fr")
+    pierre_3 = factories.UserFactory(email="pierre.thomas@example.com")
+    pierre_4 = factories.UserFactory(email="pierre.petit@anct.gouv.fr")
+    pierre_5 = factories.UserFactory(email="pierre.robert@culture.gouv.fr")
+
+    document_1 = factories.DocumentFactory(creator=user)
+    document_2 = factories.DocumentFactory(creator=user)
+    factories.UserDocumentAccessFactory(user=user, document=document_1)
+    factories.UserDocumentAccessFactory(user=user, document=document_2)
+
+    now = timezone.now()
+    last_week = now - timezone.timedelta(days=7)
+    last_month = now - timezone.timedelta(days=30)
+
+    # The factory cannot set the created_at directly, so we force it after creation
+    p1_d1 = factories.UserDocumentAccessFactory(user=pierre_1, document=document_1)
+    p1_d1.created_at = last_week
+    p1_d1.save()
+
+    p2_d2 = factories.UserDocumentAccessFactory(user=pierre_2, document=document_2)
+    p2_d2.created_at = last_month
+    p2_d2.save()
+
+    response = client.get("/api/v1.0/users/?q=Pierre")
+    assert response.status_code == 200
+    user_ids = [user["email"] for user in response.json()]
+
+    assert user_ids == [
+        str(pierre_1.email),
+        str(pierre_2.email),
+        str(pierre_4.email),
+        str(pierre_5.email),
+        str(pierre_3.email),
+    ]
+
+
 def test_api_users_list_limit(settings):
     """
     Authenticated users should be able to list users and the number of results
-    should be limited to 10.
+    should be limited to API_USERS_LIST_LIMIT (by default 5).
     """
     user = factories.UserFactory()
 
diff --git a/src/backend/core/tests/test_utils.py b/src/backend/core/tests/test_utils.py
index 42d588c5..820ac3d1 100644
--- a/src/backend/core/tests/test_utils.py
+++ b/src/backend/core/tests/test_utils.py
@@ -100,3 +100,18 @@ def test_utils_get_ancestor_to_descendants_map_multiple_paths():
         "000100020005": {"000100020005"},
         "00010003": {"00010003"},
     }
+
+
+def test_utils_extract_email_domain_parts_when_email_is_valid():
+    """Test extraction of email domain parts."""
+    email = "firstname.lastname@numerique.gouv.fr"
+    full_domain, partial_domain = utils.extract_email_domain_parts(email)
+    assert full_domain == "numerique.gouv.fr"
+    assert partial_domain == "gouv.fr"
+
+
+def test_utils_extract_email_domain_parts_when_email_is_empty():
+    empty_email = ""
+    full_domain, partial_domain = utils.extract_email_domain_parts(empty_email)
+    assert full_domain == ""
+    assert partial_domain == ""
diff --git a/src/backend/core/tests/test_utils_users_sharing_documents_with.py b/src/backend/core/tests/test_utils_users_sharing_documents_with.py
new file mode 100644
index 00000000..38635aa2
--- /dev/null
+++ b/src/backend/core/tests/test_utils_users_sharing_documents_with.py
@@ -0,0 +1,60 @@
+from django.utils import timezone
+
+import pytest
+
+from core import factories, utils
+
+pytestmark = pytest.mark.django_db
+
+
+def test_utils_users_sharing_documents_with():
+    """Test users_sharing_documents_with function."""
+
+    user = factories.UserFactory(
+        email="martin.bernard@anct.gouv.fr", full_name="Martin Bernard"
+    )
+
+    pierre_1 = factories.UserFactory(
+        email="pierre.dupont@beta.gouv.fr", full_name="Pierre Dupont"
+    )
+    pierre_2 = factories.UserFactory(
+        email="pierre.durand@impots.gouv.fr", full_name="Pierre Durand"
+    )
+
+    now = timezone.now()
+    yesterday = now - timezone.timedelta(days=1)
+    last_week = now - timezone.timedelta(days=7)
+    last_month = now - timezone.timedelta(days=30)
+
+    document_1 = factories.DocumentFactory(creator=user)
+    document_2 = factories.DocumentFactory(creator=user)
+    document_3 = factories.DocumentFactory(creator=user)
+
+    factories.UserDocumentAccessFactory(user=user, document=document_1)
+    factories.UserDocumentAccessFactory(user=user, document=document_2)
+    factories.UserDocumentAccessFactory(user=user, document=document_3)
+
+    # The factory cannot set the created_at directly, so we force it after creation
+    doc_1_pierre_1 = factories.UserDocumentAccessFactory(
+        user=pierre_1, document=document_1, created_at=last_week
+    )
+    doc_1_pierre_1.created_at = last_week
+    doc_1_pierre_1.save()
+    doc_2_pierre_2 = factories.UserDocumentAccessFactory(
+        user=pierre_2, document=document_2
+    )
+    doc_2_pierre_2.created_at = last_month
+    doc_2_pierre_2.save()
+
+    doc_3_pierre_2 = factories.UserDocumentAccessFactory(
+        user=pierre_2, document=document_3
+    )
+    doc_3_pierre_2.created_at = yesterday
+    doc_3_pierre_2.save()
+
+    shared_map = utils.users_sharing_documents_with(user)
+
+    assert shared_map == {
+        pierre_1.id: last_week,
+        pierre_2.id: yesterday,
+    }
diff --git a/src/backend/core/utils.py b/src/backend/core/utils.py
index 357ede03..32f452e4 100644
--- a/src/backend/core/utils.py
+++ b/src/backend/core/utils.py
@@ -4,10 +4,14 @@ import base64
 import re
 from collections import defaultdict
 
+from django.core.exceptions import ValidationError
+from django.core.validators import validate_email
+from django.db import models as db
+
 import pycrdt
 from bs4 import BeautifulSoup
 
-from core import enums
+from core import enums, models
 
 
 def get_ancestor_to_descendants_map(paths, steplen):
@@ -96,3 +100,39 @@ def extract_attachments(content):
 
     xml_content = base64_yjs_to_xml(content)
     return re.findall(enums.MEDIA_STORAGE_URL_EXTRACT, xml_content)
+
+
+def users_sharing_documents_with(user):
+    """
+    Returns a map of users sharing documents with the given user,
+    sorted by last shared date.
+    """
+
+    user_docs_qs = models.DocumentAccess.objects.filter(user=user).values_list(
+        "document_id", flat=True
+    )
+    shared_qs = (
+        models.DocumentAccess.objects.filter(document_id__in=user_docs_qs)
+        .exclude(user=user)
+        .values("user")
+        .annotate(last_shared=db.Max("created_at"))
+    )
+    return {item["user"]: item["last_shared"] for item in shared_qs}
+
+
+def extract_email_domain_parts(email):
+    """
+    Extracts the full domain and partial domain from an email address as a tuple.
+    The partial domain consists of the last two segments of the domain, eg. "gouv.fr".
+
+    If the email is invalid (eg, is an empty string), returns empty strings.
+    """
+    try:
+        validate_email(email)
+    except ValidationError:
+        return "", ""
+
+    domain = email.split("@", 1)[1].lower()
+    parts = domain.split(".")
+    partial_domain = ".".join(parts[-2:]) if len(parts) >= 2 else domain
+    return domain, partial_domain
diff --git a/src/backend/locale/br_FR/LC_MESSAGES/django.po b/src/backend/locale/br_FR/LC_MESSAGES/django.po
index 3a946232..1c321e74 100644
--- a/src/backend/locale/br_FR/LC_MESSAGES/django.po
+++ b/src/backend/locale/br_FR/LC_MESSAGES/django.po
@@ -2,8 +2,8 @@ msgid ""
 msgstr ""
 "Project-Id-Version: lasuite-docs\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-12-16 21:44+0000\n"
-"PO-Revision-Date: 2026-01-05 08:21\n"
+"POT-Creation-Date: 2026-01-08 15:38+0000\n"
+"PO-Revision-Date: 2026-01-13 13:17\n"
 "Last-Translator: \n"
 "Language-Team: Breton\n"
 "Language: br_FR\n"
@@ -79,7 +79,7 @@ msgstr "Doare korf"
 msgid "Format"
 msgstr "Stumm"
 
-#: build/lib/core/api/viewsets.py:1024 core/api/viewsets.py:1024
+#: build/lib/core/api/viewsets.py:1081 core/api/viewsets.py:1081
 #, python-brace-format
 msgid "copy of {title}"
 msgstr "eilenn {title}"
diff --git a/src/backend/locale/de_DE/LC_MESSAGES/django.po b/src/backend/locale/de_DE/LC_MESSAGES/django.po
index 8edff316..7215f3d1 100644
--- a/src/backend/locale/de_DE/LC_MESSAGES/django.po
+++ b/src/backend/locale/de_DE/LC_MESSAGES/django.po
@@ -2,8 +2,8 @@ msgid ""
 msgstr ""
 "Project-Id-Version: lasuite-docs\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-12-16 21:44+0000\n"
-"PO-Revision-Date: 2026-01-05 08:21\n"
+"POT-Creation-Date: 2026-01-08 15:38+0000\n"
+"PO-Revision-Date: 2026-01-13 13:17\n"
 "Last-Translator: \n"
 "Language-Team: German\n"
 "Language: de_DE\n"
@@ -79,7 +79,7 @@ msgstr "Typ"
 msgid "Format"
 msgstr "Format"
 
-#: build/lib/core/api/viewsets.py:1024 core/api/viewsets.py:1024
+#: build/lib/core/api/viewsets.py:1081 core/api/viewsets.py:1081
 #, python-brace-format
 msgid "copy of {title}"
 msgstr "Kopie von {title}"
diff --git a/src/backend/locale/en_US/LC_MESSAGES/django.po b/src/backend/locale/en_US/LC_MESSAGES/django.po
index 8ff076d1..90f6c72c 100644
--- a/src/backend/locale/en_US/LC_MESSAGES/django.po
+++ b/src/backend/locale/en_US/LC_MESSAGES/django.po
@@ -2,8 +2,8 @@ msgid ""
 msgstr ""
 "Project-Id-Version: lasuite-docs\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-12-16 21:44+0000\n"
-"PO-Revision-Date: 2026-01-05 08:21\n"
+"POT-Creation-Date: 2026-01-08 15:38+0000\n"
+"PO-Revision-Date: 2026-01-13 13:17\n"
 "Last-Translator: \n"
 "Language-Team: English\n"
 "Language: en_US\n"
@@ -79,7 +79,7 @@ msgstr ""
 msgid "Format"
 msgstr ""
 
-#: build/lib/core/api/viewsets.py:1024 core/api/viewsets.py:1024
+#: build/lib/core/api/viewsets.py:1081 core/api/viewsets.py:1081
 #, python-brace-format
 msgid "copy of {title}"
 msgstr ""
diff --git a/src/backend/locale/es_ES/LC_MESSAGES/django.po b/src/backend/locale/es_ES/LC_MESSAGES/django.po
index 828a1b41..c4f38cad 100644
--- a/src/backend/locale/es_ES/LC_MESSAGES/django.po
+++ b/src/backend/locale/es_ES/LC_MESSAGES/django.po
@@ -2,8 +2,8 @@ msgid ""
 msgstr ""
 "Project-Id-Version: lasuite-docs\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-12-16 21:44+0000\n"
-"PO-Revision-Date: 2026-01-05 08:21\n"
+"POT-Creation-Date: 2026-01-08 15:38+0000\n"
+"PO-Revision-Date: 2026-01-13 13:17\n"
 "Last-Translator: \n"
 "Language-Team: Spanish\n"
 "Language: es_ES\n"
@@ -79,7 +79,7 @@ msgstr "Tipo de Cuerpo"
 msgid "Format"
 msgstr "Formato"
 
-#: build/lib/core/api/viewsets.py:1024 core/api/viewsets.py:1024
+#: build/lib/core/api/viewsets.py:1081 core/api/viewsets.py:1081
 #, python-brace-format
 msgid "copy of {title}"
 msgstr "copia de {title}"
diff --git a/src/backend/locale/fr_FR/LC_MESSAGES/django.po b/src/backend/locale/fr_FR/LC_MESSAGES/django.po
index af9e20d6..a0d47f41 100644
--- a/src/backend/locale/fr_FR/LC_MESSAGES/django.po
+++ b/src/backend/locale/fr_FR/LC_MESSAGES/django.po
@@ -2,8 +2,8 @@ msgid ""
 msgstr ""
 "Project-Id-Version: lasuite-docs\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-12-16 21:44+0000\n"
-"PO-Revision-Date: 2026-01-05 08:21\n"
+"POT-Creation-Date: 2026-01-08 15:38+0000\n"
+"PO-Revision-Date: 2026-01-13 13:17\n"
 "Last-Translator: \n"
 "Language-Team: French\n"
 "Language: fr_FR\n"
@@ -79,7 +79,7 @@ msgstr "Type de corps"
 msgid "Format"
 msgstr "Format"
 
-#: build/lib/core/api/viewsets.py:1024 core/api/viewsets.py:1024
+#: build/lib/core/api/viewsets.py:1081 core/api/viewsets.py:1081
 #, python-brace-format
 msgid "copy of {title}"
 msgstr "copie de {title}"
diff --git a/src/backend/locale/it_IT/LC_MESSAGES/django.po b/src/backend/locale/it_IT/LC_MESSAGES/django.po
index 47dd1dba..10f4a41a 100644
--- a/src/backend/locale/it_IT/LC_MESSAGES/django.po
+++ b/src/backend/locale/it_IT/LC_MESSAGES/django.po
@@ -2,8 +2,8 @@ msgid ""
 msgstr ""
 "Project-Id-Version: lasuite-docs\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-12-16 21:44+0000\n"
-"PO-Revision-Date: 2026-01-05 08:21\n"
+"POT-Creation-Date: 2026-01-08 15:38+0000\n"
+"PO-Revision-Date: 2026-01-13 13:17\n"
 "Last-Translator: \n"
 "Language-Team: Italian\n"
 "Language: it_IT\n"
@@ -79,7 +79,7 @@ msgstr ""
 msgid "Format"
 msgstr "Formato"
 
-#: build/lib/core/api/viewsets.py:1024 core/api/viewsets.py:1024
+#: build/lib/core/api/viewsets.py:1081 core/api/viewsets.py:1081
 #, python-brace-format
 msgid "copy of {title}"
 msgstr "copia di {title}"
diff --git a/src/backend/locale/nl_NL/LC_MESSAGES/django.po b/src/backend/locale/nl_NL/LC_MESSAGES/django.po
index d1ebbae3..b52b0a61 100644
--- a/src/backend/locale/nl_NL/LC_MESSAGES/django.po
+++ b/src/backend/locale/nl_NL/LC_MESSAGES/django.po
@@ -2,8 +2,8 @@ msgid ""
 msgstr ""
 "Project-Id-Version: lasuite-docs\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-12-16 21:44+0000\n"
-"PO-Revision-Date: 2026-01-05 08:21\n"
+"POT-Creation-Date: 2026-01-08 15:38+0000\n"
+"PO-Revision-Date: 2026-01-13 13:17\n"
 "Last-Translator: \n"
 "Language-Team: Dutch\n"
 "Language: nl_NL\n"
@@ -79,7 +79,7 @@ msgstr "Text type"
 msgid "Format"
 msgstr "Formaat"
 
-#: build/lib/core/api/viewsets.py:1024 core/api/viewsets.py:1024
+#: build/lib/core/api/viewsets.py:1081 core/api/viewsets.py:1081
 #, python-brace-format
 msgid "copy of {title}"
 msgstr "kopie van {title}"
diff --git a/src/backend/locale/pt_PT/LC_MESSAGES/django.po b/src/backend/locale/pt_PT/LC_MESSAGES/django.po
index fd65edc6..8a997815 100644
--- a/src/backend/locale/pt_PT/LC_MESSAGES/django.po
+++ b/src/backend/locale/pt_PT/LC_MESSAGES/django.po
@@ -2,8 +2,8 @@ msgid ""
 msgstr ""
 "Project-Id-Version: lasuite-docs\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-12-16 21:44+0000\n"
-"PO-Revision-Date: 2026-01-05 08:21\n"
+"POT-Creation-Date: 2026-01-08 15:38+0000\n"
+"PO-Revision-Date: 2026-01-13 13:17\n"
 "Last-Translator: \n"
 "Language-Team: Portuguese\n"
 "Language: pt_PT\n"
@@ -79,7 +79,7 @@ msgstr "Tipo de corpo"
 msgid "Format"
 msgstr "Formato"
 
-#: build/lib/core/api/viewsets.py:1024 core/api/viewsets.py:1024
+#: build/lib/core/api/viewsets.py:1081 core/api/viewsets.py:1081
 #, python-brace-format
 msgid "copy of {title}"
 msgstr "cópia de {title}"
diff --git a/src/backend/locale/ru_RU/LC_MESSAGES/django.po b/src/backend/locale/ru_RU/LC_MESSAGES/django.po
index eb5a1c21..8853268c 100644
--- a/src/backend/locale/ru_RU/LC_MESSAGES/django.po
+++ b/src/backend/locale/ru_RU/LC_MESSAGES/django.po
@@ -2,8 +2,8 @@ msgid ""
 msgstr ""
 "Project-Id-Version: lasuite-docs\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-12-16 21:44+0000\n"
-"PO-Revision-Date: 2026-01-05 08:21\n"
+"POT-Creation-Date: 2026-01-08 15:38+0000\n"
+"PO-Revision-Date: 2026-01-13 13:17\n"
 "Last-Translator: \n"
 "Language-Team: Russian\n"
 "Language: ru_RU\n"
@@ -79,7 +79,7 @@ msgstr "Тип сообщения"
 msgid "Format"
 msgstr "Формат"
 
-#: build/lib/core/api/viewsets.py:1024 core/api/viewsets.py:1024
+#: build/lib/core/api/viewsets.py:1081 core/api/viewsets.py:1081
 #, python-brace-format
 msgid "copy of {title}"
 msgstr "копия {title}"
diff --git a/src/backend/locale/sl_SI/LC_MESSAGES/django.po b/src/backend/locale/sl_SI/LC_MESSAGES/django.po
index 5ee111c6..a7e7e2b6 100644
--- a/src/backend/locale/sl_SI/LC_MESSAGES/django.po
+++ b/src/backend/locale/sl_SI/LC_MESSAGES/django.po
@@ -2,8 +2,8 @@ msgid ""
 msgstr ""
 "Project-Id-Version: lasuite-docs\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-12-16 21:44+0000\n"
-"PO-Revision-Date: 2026-01-05 08:21\n"
+"POT-Creation-Date: 2026-01-08 15:38+0000\n"
+"PO-Revision-Date: 2026-01-13 13:17\n"
 "Last-Translator: \n"
 "Language-Team: Slovenian\n"
 "Language: sl_SI\n"
@@ -79,7 +79,7 @@ msgstr "Vrsta telesa"
 msgid "Format"
 msgstr "Oblika"
 
-#: build/lib/core/api/viewsets.py:1024 core/api/viewsets.py:1024
+#: build/lib/core/api/viewsets.py:1081 core/api/viewsets.py:1081
 #, python-brace-format
 msgid "copy of {title}"
 msgstr ""
diff --git a/src/backend/locale/sv_SE/LC_MESSAGES/django.po b/src/backend/locale/sv_SE/LC_MESSAGES/django.po
index 51d8cc6f..b6c7a980 100644
--- a/src/backend/locale/sv_SE/LC_MESSAGES/django.po
+++ b/src/backend/locale/sv_SE/LC_MESSAGES/django.po
@@ -2,8 +2,8 @@ msgid ""
 msgstr ""
 "Project-Id-Version: lasuite-docs\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-12-16 21:44+0000\n"
-"PO-Revision-Date: 2026-01-05 08:21\n"
+"POT-Creation-Date: 2026-01-08 15:38+0000\n"
+"PO-Revision-Date: 2026-01-13 13:17\n"
 "Last-Translator: \n"
 "Language-Team: Swedish\n"
 "Language: sv_SE\n"
@@ -79,7 +79,7 @@ msgstr ""
 msgid "Format"
 msgstr "Format"
 
-#: build/lib/core/api/viewsets.py:1024 core/api/viewsets.py:1024
+#: build/lib/core/api/viewsets.py:1081 core/api/viewsets.py:1081
 #, python-brace-format
 msgid "copy of {title}"
 msgstr ""
diff --git a/src/backend/locale/tr_TR/LC_MESSAGES/django.po b/src/backend/locale/tr_TR/LC_MESSAGES/django.po
index cdf4bd5d..1e179aee 100644
--- a/src/backend/locale/tr_TR/LC_MESSAGES/django.po
+++ b/src/backend/locale/tr_TR/LC_MESSAGES/django.po
@@ -2,8 +2,8 @@ msgid ""
 msgstr ""
 "Project-Id-Version: lasuite-docs\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-12-16 21:44+0000\n"
-"PO-Revision-Date: 2026-01-05 08:21\n"
+"POT-Creation-Date: 2026-01-08 15:38+0000\n"
+"PO-Revision-Date: 2026-01-13 13:17\n"
 "Last-Translator: \n"
 "Language-Team: Turkish\n"
 "Language: tr_TR\n"
@@ -79,7 +79,7 @@ msgstr ""
 msgid "Format"
 msgstr ""
 
-#: build/lib/core/api/viewsets.py:1024 core/api/viewsets.py:1024
+#: build/lib/core/api/viewsets.py:1081 core/api/viewsets.py:1081
 #, python-brace-format
 msgid "copy of {title}"
 msgstr ""
diff --git a/src/backend/locale/uk_UA/LC_MESSAGES/django.po b/src/backend/locale/uk_UA/LC_MESSAGES/django.po
index 20128a23..b2c08c8d 100644
--- a/src/backend/locale/uk_UA/LC_MESSAGES/django.po
+++ b/src/backend/locale/uk_UA/LC_MESSAGES/django.po
@@ -2,8 +2,8 @@ msgid ""
 msgstr ""
 "Project-Id-Version: lasuite-docs\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-12-16 21:44+0000\n"
-"PO-Revision-Date: 2026-01-05 08:21\n"
+"POT-Creation-Date: 2026-01-08 15:38+0000\n"
+"PO-Revision-Date: 2026-01-13 13:17\n"
 "Last-Translator: \n"
 "Language-Team: Ukrainian\n"
 "Language: uk_UA\n"
@@ -79,7 +79,7 @@ msgstr "Тип вмісту"
 msgid "Format"
 msgstr "Формат"
 
-#: build/lib/core/api/viewsets.py:1024 core/api/viewsets.py:1024
+#: build/lib/core/api/viewsets.py:1081 core/api/viewsets.py:1081
 #, python-brace-format
 msgid "copy of {title}"
 msgstr "копія {title}"
diff --git a/src/backend/locale/zh_CN/LC_MESSAGES/django.po b/src/backend/locale/zh_CN/LC_MESSAGES/django.po
index 7e140f51..d5190b5d 100644
--- a/src/backend/locale/zh_CN/LC_MESSAGES/django.po
+++ b/src/backend/locale/zh_CN/LC_MESSAGES/django.po
@@ -2,8 +2,8 @@ msgid ""
 msgstr ""
 "Project-Id-Version: lasuite-docs\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-12-16 21:44+0000\n"
-"PO-Revision-Date: 2026-01-05 08:21\n"
+"POT-Creation-Date: 2026-01-08 15:38+0000\n"
+"PO-Revision-Date: 2026-01-13 13:17\n"
 "Last-Translator: \n"
 "Language-Team: Chinese Simplified\n"
 "Language: zh_CN\n"
@@ -79,7 +79,7 @@ msgstr "正文类型"
 msgid "Format"
 msgstr "格式"
 
-#: build/lib/core/api/viewsets.py:1024 core/api/viewsets.py:1024
+#: build/lib/core/api/viewsets.py:1081 core/api/viewsets.py:1081
 #, python-brace-format
 msgid "copy of {title}"
 msgstr "{title} 的副本"
diff --git a/src/backend/pyproject.toml b/src/backend/pyproject.toml
index f58d055b..d532906d 100644
--- a/src/backend/pyproject.toml
+++ b/src/backend/pyproject.toml
@@ -7,7 +7,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "impress"
-version = "4.3.0"
+version = "4.4.0"
 authors = [{ "name" = "DINUM", "email" = "dev@mail.numerique.gouv.fr" }]
 classifiers = [
     "Development Status :: 5 - Production/Stable",
@@ -28,7 +28,7 @@ dependencies = [
     "beautifulsoup4==4.14.3",
     "boto3==1.42.17",
     "Brotli==1.2.0",
-    "celery[redis]==5.6.0",
+    "celery[redis]==5.5.3",
     "django-configurations==2.5.1",
     "django-cors-headers==4.9.0",
     "django-countries==8.2.0",
diff --git a/src/frontend/apps/e2e/__tests__/app-impress/doc-comments.spec.ts b/src/frontend/apps/e2e/__tests__/app-impress/doc-comments.spec.ts
index 665a9f7a..b73814b4 100644
--- a/src/frontend/apps/e2e/__tests__/app-impress/doc-comments.spec.ts
+++ b/src/frontend/apps/e2e/__tests__/app-impress/doc-comments.spec.ts
@@ -58,7 +58,7 @@ test.describe('Doc Comments', () => {
     await page.getByRole('button', { name: '👍' }).click();
 
     await expect(
-      thread.getByRole('img', { name: 'E2E Chromium' }).first(),
+      thread.getByRole('img', { name: `E2E ${browserName}` }).first(),
     ).toBeVisible();
     await expect(thread.getByText('This is a comment').first()).toBeVisible();
     await expect(thread.getByText(`E2E ${browserName}`).first()).toBeVisible();
diff --git a/src/frontend/apps/e2e/__tests__/app-impress/doc-inherited-share.spec.ts b/src/frontend/apps/e2e/__tests__/app-impress/doc-inherited-share.spec.ts
index efc19da6..7ad02d31 100644
--- a/src/frontend/apps/e2e/__tests__/app-impress/doc-inherited-share.spec.ts
+++ b/src/frontend/apps/e2e/__tests__/app-impress/doc-inherited-share.spec.ts
@@ -21,7 +21,7 @@ test.describe('Inherited share accesses', () => {
       `doc-share-member-row-user.test@${browserName}.test`,
     );
     await expect(user).toBeVisible();
-    await expect(user.getByText('E2E Chromium')).toBeVisible();
+    await expect(user.getByText(`E2E ${browserName}`)).toBeVisible();
     await expect(user.getByText('Owner')).toBeVisible();
 
     await page
diff --git a/src/frontend/apps/e2e/__tests__/app-impress/utils-common.ts b/src/frontend/apps/e2e/__tests__/app-impress/utils-common.ts
index 67adf44c..da4a722d 100644
--- a/src/frontend/apps/e2e/__tests__/app-impress/utils-common.ts
+++ b/src/frontend/apps/e2e/__tests__/app-impress/utils-common.ts
@@ -224,7 +224,9 @@ export const updateDocTitle = async (page: Page, title: string) => {
   await expect(input).toHaveText('');
   await expect(input).toBeVisible();
   await input.click();
-  await input.fill(title);
+  await input.fill(title, {
+    force: true,
+  });
   await input.click();
   await input.blur();
   await verifyDocName(page, title);
diff --git a/src/frontend/apps/e2e/package.json b/src/frontend/apps/e2e/package.json
index 86e3a26b..7328a51b 100644
--- a/src/frontend/apps/e2e/package.json
+++ b/src/frontend/apps/e2e/package.json
@@ -1,6 +1,6 @@
 {
   "name": "app-e2e",
-  "version": "4.3.0",
+  "version": "4.4.0",
   "repository": "https://github.com/suitenumerique/docs",
   "author": "DINUM",
   "license": "MIT",
diff --git a/src/frontend/apps/impress/package.json b/src/frontend/apps/impress/package.json
index cb701fc9..71646706 100644
--- a/src/frontend/apps/impress/package.json
+++ b/src/frontend/apps/impress/package.json
@@ -1,6 +1,6 @@
 {
   "name": "app-impress",
-  "version": "4.3.0",
+  "version": "4.4.0",
   "repository": "https://github.com/suitenumerique/docs",
   "author": "DINUM",
   "license": "MIT",
@@ -68,6 +68,7 @@
     "react-select": "5.10.2",
     "styled-components": "6.1.19",
     "use-debounce": "10.0.6",
+    "uuid": "13.0.0",
     "y-protocols": "1.0.7",
     "yjs": "*",
     "zustand": "5.0.9"
diff --git a/src/frontend/apps/impress/src/features/docs/doc-editor/components/custom-inline-content/Interlinking/InterlinkingLinkInlineContent.tsx b/src/frontend/apps/impress/src/features/docs/doc-editor/components/custom-inline-content/Interlinking/InterlinkingLinkInlineContent.tsx
index 5dc9a2be..be5145dd 100644
--- a/src/frontend/apps/impress/src/features/docs/doc-editor/components/custom-inline-content/Interlinking/InterlinkingLinkInlineContent.tsx
+++ b/src/frontend/apps/impress/src/features/docs/doc-editor/components/custom-inline-content/Interlinking/InterlinkingLinkInlineContent.tsx
@@ -1,21 +1,23 @@
-/* eslint-disable react-hooks/rules-of-hooks */
+import {
+  PartialCustomInlineContentFromConfig,
+  StyleSchema,
+} from '@blocknote/core';
 import { createReactInlineContentSpec } from '@blocknote/react';
+import * as Sentry from '@sentry/nextjs';
 import { useRouter } from 'next/router';
 import { useEffect } from 'react';
 import { css } from 'styled-components';
+import { validate as uuidValidate } from 'uuid';
 
 import { BoxButton, Text } from '@/components';
 import { useCunninghamTheme } from '@/cunningham';
 import SelectedPageIcon from '@/docs/doc-editor/assets/doc-selected.svg';
-import { getEmojiAndTitle, useDoc } from '@/docs/doc-management';
+import { getEmojiAndTitle, useDoc } from '@/docs/doc-management/';
 
 export const InterlinkingLinkInlineContent = createReactInlineContentSpec(
   {
     type: 'interlinkingLinkInline',
     propSchema: {
-      url: {
-        default: '',
-      },
       docId: {
         default: '',
       },
@@ -27,46 +29,97 @@ export const InterlinkingLinkInlineContent = createReactInlineContentSpec(
   },
   {
     render: ({ editor, inlineContent, updateInlineContent }) => {
-      const { data: doc } = useDoc({ id: inlineContent.props.docId });
-      const isEditable = editor.isEditable;
+      if (!inlineContent.props.docId) {
+        return null;
+      }
 
       /**
-       * Update the content title if the referenced doc title changes
+       * Should not happen
        */
-      useEffect(() => {
-        if (
-          isEditable &&
-          doc?.title &&
-          doc.title !== inlineContent.props.title
-        ) {
-          updateInlineContent({
-            type: 'interlinkingLinkInline',
-            props: {
-              ...inlineContent.props,
-              title: doc.title,
-            },
-          });
-        }
+      if (!uuidValidate(inlineContent.props.docId)) {
+        Sentry.captureException(
+          new Error(`Invalid docId: ${inlineContent.props.docId}`),
+          {
+            extra: { info: 'InterlinkingLinkInlineContent' },
+          },
+        );
 
-        /**
-         * ⚠️ When doing collaborative editing, doc?.title might be out of sync
-         * causing an infinite loop of updates.
-         * To prevent this, we only run this effect when doc?.title changes,
-         * not when inlineContent.props.title changes.
-         */
-        // eslint-disable-next-line react-hooks/exhaustive-deps
-      }, [doc?.title, isEditable]);
+        updateInlineContent({
+          type: 'interlinkingLinkInline',
+          props: {
+            docId: '',
+            title: '',
+          },
+        });
 
-      return <LinkSelected {...inlineContent.props} />;
+        return null;
+      }
+
+      return (
+        <LinkSelected
+          docId={inlineContent.props.docId}
+          title={inlineContent.props.title}
+          isEditable={editor.isEditable}
+          updateInlineContent={updateInlineContent}
+        />
+      );
     },
   },
 );
 
 interface LinkSelectedProps {
-  url: string;
+  docId: string;
   title: string;
+  isEditable: boolean;
+  updateInlineContent: (
+    update: PartialCustomInlineContentFromConfig<
+      {
+        readonly type: 'interlinkingLinkInline';
+        readonly propSchema: {
+          readonly docId: {
+            readonly default: '';
+          };
+          readonly title: {
+            readonly default: '';
+          };
+        };
+        readonly content: 'none';
+      },
+      StyleSchema
+    >,
+  ) => void;
 }
-const LinkSelected = ({ url, title }: LinkSelectedProps) => {
+export const LinkSelected = ({
+  docId,
+  title,
+  isEditable,
+  updateInlineContent,
+}: LinkSelectedProps) => {
+  const { data: doc } = useDoc({ id: docId });
+
+  /**
+   * Update the content title if the referenced doc title changes
+   */
+  useEffect(() => {
+    if (isEditable && doc?.title && doc.title !== title) {
+      updateInlineContent({
+        type: 'interlinkingLinkInline',
+        props: {
+          docId,
+          title: doc.title,
+        },
+      });
+    }
+
+    /**
+     * ⚠️ When doing collaborative editing, doc?.title might be out of sync
+     * causing an infinite loop of updates.
+     * To prevent this, we only run this effect when doc?.title changes,
+     * not when inlineContent.props.title changes.
+     */
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [doc?.title, docId, isEditable]);
+
   const { colorsTokens } = useCunninghamTheme();
 
   const { emoji, titleWithoutEmoji } = getEmojiAndTitle(title);
@@ -74,7 +127,7 @@ const LinkSelected = ({ url, title }: LinkSelectedProps) => {
 
   const handleClick = (e: React.MouseEvent<HTMLDivElement>) => {
     e.preventDefault();
-    void router.push(url);
+    void router.push(`/docs/${docId}/`);
   };
 
   return (
diff --git a/src/frontend/apps/impress/src/features/docs/doc-editor/components/custom-inline-content/Interlinking/SearchPage.tsx b/src/frontend/apps/impress/src/features/docs/doc-editor/components/custom-inline-content/Interlinking/SearchPage.tsx
index 5ef163cf..47428e75 100644
--- a/src/frontend/apps/impress/src/features/docs/doc-editor/components/custom-inline-content/Interlinking/SearchPage.tsx
+++ b/src/frontend/apps/impress/src/features/docs/doc-editor/components/custom-inline-content/Interlinking/SearchPage.tsx
@@ -247,7 +247,6 @@ export const SearchPage = ({
                   {
                     type: 'interlinkingLinkInline',
                     props: {
-                      url: `/docs/${doc.id}`,
                       docId: doc.id,
                       title: doc.title || untitledDocument,
                     },
diff --git a/src/frontend/apps/impress/src/features/docs/doc-export/inline-content-mapping/interlinkingLinkDocx.tsx b/src/frontend/apps/impress/src/features/docs/doc-export/inline-content-mapping/interlinkingLinkDocx.tsx
index afb8c0e7..7da97f08 100644
--- a/src/frontend/apps/impress/src/features/docs/doc-export/inline-content-mapping/interlinkingLinkDocx.tsx
+++ b/src/frontend/apps/impress/src/features/docs/doc-export/inline-content-mapping/interlinkingLinkDocx.tsx
@@ -1,16 +1,24 @@
 import { ExternalHyperlink, TextRun } from 'docx';
 
+import { getEmojiAndTitle } from '@/docs/doc-management';
+
 import { DocsExporterDocx } from '../types';
 
 export const inlineContentMappingInterlinkingLinkDocx: DocsExporterDocx['mappings']['inlineContentMapping']['interlinkingLinkInline'] =
   (inline) => {
+    if (!inline.props.docId) {
+      return new TextRun('');
+    }
+
+    const { emoji, titleWithoutEmoji } = getEmojiAndTitle(inline.props.title);
+
     return new ExternalHyperlink({
       children: [
         new TextRun({
-          text: `📄${inline.props.title}`,
+          text: `${emoji || '📄'}${titleWithoutEmoji}`,
           bold: true,
         }),
       ],
-      link: window.location.origin + inline.props.url,
+      link: window.location.origin + `/docs/${inline.props.docId}/`,
     });
   };
diff --git a/src/frontend/apps/impress/src/features/docs/doc-export/inline-content-mapping/interlinkingLinkODT.tsx b/src/frontend/apps/impress/src/features/docs/doc-export/inline-content-mapping/interlinkingLinkODT.tsx
index 4ffadf08..ef9d3d9a 100644
--- a/src/frontend/apps/impress/src/features/docs/doc-export/inline-content-mapping/interlinkingLinkODT.tsx
+++ b/src/frontend/apps/impress/src/features/docs/doc-export/inline-content-mapping/interlinkingLinkODT.tsx
@@ -1,11 +1,17 @@
 import React from 'react';
 
+import { getEmojiAndTitle } from '@/docs/doc-management';
+
 import { DocsExporterODT } from '../types';
 
 export const inlineContentMappingInterlinkingLinkODT: DocsExporterODT['mappings']['inlineContentMapping']['interlinkingLinkInline'] =
   (inline) => {
-    const url = window.location.origin + inline.props.url;
-    const title = inline.props.title;
+    if (!inline.props.docId) {
+      return null;
+    }
+
+    const { emoji, titleWithoutEmoji } = getEmojiAndTitle(inline.props.title);
+    const url = window.location.origin + `/docs/${inline.props.docId}/`;
 
     // Create ODT hyperlink using React.createElement to avoid TypeScript JSX namespace issues
     // Uses the same structure as BlockNote's default link mapping
@@ -18,6 +24,6 @@ export const inlineContentMappingInterlinkingLinkODT: DocsExporterODT['mappings'
         xlinkShow: 'replace',
         xlinkHref: url,
       },
-      `📄${title}`,
+      `${emoji || '📄'}${titleWithoutEmoji}`,
     );
   };
diff --git a/src/frontend/apps/impress/src/features/docs/doc-export/inline-content-mapping/interlinkingLinkPDF.tsx b/src/frontend/apps/impress/src/features/docs/doc-export/inline-content-mapping/interlinkingLinkPDF.tsx
index c2d204b7..87165dfa 100644
--- a/src/frontend/apps/impress/src/features/docs/doc-export/inline-content-mapping/interlinkingLinkPDF.tsx
+++ b/src/frontend/apps/impress/src/features/docs/doc-export/inline-content-mapping/interlinkingLinkPDF.tsx
@@ -1,21 +1,29 @@
 import { Image, Link, Text } from '@react-pdf/renderer';
 
+import { getEmojiAndTitle } from '@/docs/doc-management';
+
 import DocSelectedIcon from '../assets/doc-selected.png';
 import { DocsExporterPDF } from '../types';
 
 export const inlineContentMappingInterlinkingLinkPDF: DocsExporterPDF['mappings']['inlineContentMapping']['interlinkingLinkInline'] =
   (inline) => {
+    if (!inline.props.docId) {
+      return <></>;
+    }
+
+    const { emoji, titleWithoutEmoji } = getEmojiAndTitle(inline.props.title);
+
     return (
       <Link
-        src={window.location.origin + inline.props.url}
+        src={window.location.origin + `/docs/${inline.props.docId}/`}
         style={{
           textDecoration: 'none',
           color: 'black',
         }}
       >
         {' '}
-        <Image src={DocSelectedIcon.src} />{' '}
-        <Text>{inline.props.title}</Text>{' '}
+        {emoji || <Image src={DocSelectedIcon.src} />}{' '}
+        <Text>{titleWithoutEmoji}</Text>{' '}
       </Link>
     );
   };
diff --git a/src/frontend/apps/impress/src/i18n/translations.json b/src/frontend/apps/impress/src/i18n/translations.json
index 8a239412..45372811 100644
--- a/src/frontend/apps/impress/src/i18n/translations.json
+++ b/src/frontend/apps/impress/src/i18n/translations.json
@@ -779,12 +779,12 @@
       "Document deleted": "Document supprimé",
       "Document duplicated successfully!": "Document dupliqué avec succès !",
       "Document editor": "Éditeur de document",
+      "Document emoji": "Émoji de document",
       "Document owner": "Propriétaire du document",
       "Document role text": "Texte du rôle du document",
       "Document sections": "Sections du document",
       "Document title": "Titre du document",
       "Document tree": "Arborescence du document",
-      "Document viewer": "Visualiseur de document",
       "Document visibility": "Visibilité du document",
       "Documents grid": "Grille des documents",
       "Docx": "Docx",
@@ -826,6 +826,7 @@
       "Image 403": "Image 403",
       "Image: {{title}}": "Image : {{title}}",
       "Insufficient access rights to view the document.": "Droits d'accès insuffisants pour voir le document.",
+      "Invalid or missing PDF file.": "Fichier PDF non valide ou manquant.",
       "Invite": "Inviter",
       "Invite new members": "Inviter de nouveaux membres",
       "Invite {{count}} members_many": "Inviter {{count}} membres",
@@ -884,6 +885,7 @@
       "Others are editing. Your network prevent changes.": "D'autres sont en cours d'édition. Votre réseau empêche les changements.",
       "Owner": "Propriétaire",
       "PDF": "PDF",
+      "PDF document": "Document PDF",
       "Page Not Found - Error 404": "Page introuvable - Erreur 404",
       "Pending invitations": "Invitations en attente",
       "People with access via the parent document": "Personnes ayant accès au document parent",
@@ -1222,7 +1224,6 @@
       "Document sections": "Document secties",
       "Document title": "Documenttitel",
       "Document tree": "Boomstructuur document",
-      "Document viewer": "Document-viewer",
       "Document visibility": "Document toegankelijkheid",
       "Documents grid": "Documenten overzicht",
       "Docx": "Docx",
@@ -1264,6 +1265,7 @@
       "Image 403": "Afbeelding 403",
       "Image: {{title}}": "Afbeelding: {{title}}",
       "Insufficient access rights to view the document.": "Onvoldoende toegangsrechten om het document te bekijken.",
+      "Invalid or missing PDF file.": "Ongeldig of ontbrekend PDF-bestand.",
       "Invite": "Uitnodigen",
       "Invite new members": "Nieuwe leden uitnodigen",
       "Invite {{count}} members_many": "Nodig {{count}} leden uit",
@@ -1322,6 +1324,7 @@
       "Others are editing. Your network prevent changes.": "Anderen zijn aan het bewerken. Uw netwerk voorkomt wijzigingen.",
       "Owner": "Eigenaar",
       "PDF": "PDF",
+      "PDF document": "Pdf-document",
       "Page Not Found - Error 404": "Pagina niet gevonden - Fout 404",
       "Pending invitations": "Openstaande uitnodigingen",
       "People with access via the parent document": "Gebruikers met toegang via het bovenliggend document",
@@ -1516,12 +1519,12 @@
       "Document deleted": "Документ удалён",
       "Document duplicated successfully!": "Документ успешно дублирован!",
       "Document editor": "Редактор документа",
+      "Document emoji": "Эмодзи документа",
       "Document owner": "Владелец документа",
       "Document role text": "Текст роли документа",
       "Document sections": "Разделы документа",
       "Document title": "Заголовок документа",
       "Document tree": "Иерархия документа",
-      "Document viewer": "Просмотрщик документа",
       "Document visibility": "Видимость документа",
       "Documents grid": "Сетка документов",
       "Docx": "Docx",
@@ -1563,6 +1566,7 @@
       "Image 403": "Изображение 403",
       "Image: {{title}}": "Изображение: {{title}}",
       "Insufficient access rights to view the document.": "Недостаточно прав доступа для просмотра документа.",
+      "Invalid or missing PDF file.": "Повреждённый или отсутствующий PDF-файл.",
       "Invite": "Приглашение",
       "Invite new members": "Пригласить новых участников",
       "Invite {{count}} members_many": "Пригласить {{count}} участников",
@@ -1621,6 +1625,7 @@
       "Others are editing. Your network prevent changes.": "Другие участники редактируют этот документ. Ваша сеть не позволяет вам присоединиться.",
       "Owner": "Владелец",
       "PDF": "PDF",
+      "PDF document": "Документ PDF",
       "Page Not Found - Error 404": "Страница не найдена - ошибка 404",
       "Pending invitations": "Ожидающие приглашения",
       "People with access via the parent document": "Люди, имеющие доступ через родительский документ",
@@ -1918,12 +1923,12 @@
       "Document deleted": "Документ видалено",
       "Document duplicated successfully!": "Документ успішно продубльовано!",
       "Document editor": "Редактор документа",
+      "Document emoji": "Емодзі документу",
       "Document owner": "Власник документа",
       "Document role text": "Текст ролі документа",
       "Document sections": "Розділи документу",
       "Document title": "Назва документа",
       "Document tree": "Дерево документа",
-      "Document viewer": "Переглядач документа",
       "Document visibility": "Видимість документа",
       "Documents grid": "Сітка документів",
       "Docx": "Docx",
@@ -1965,6 +1970,7 @@
       "Image 403": "Зображення 403",
       "Image: {{title}}": "Зображення: {{title}}",
       "Insufficient access rights to view the document.": "Недостатньо прав для перегляду документа.",
+      "Invalid or missing PDF file.": "Неприпустимий або відсутній PDF-файл.",
       "Invite": "Запрошення",
       "Invite new members": "Запросити нових учасників",
       "Invite {{count}} members_many": "Запросити {{count}} учасників",
@@ -2023,6 +2029,7 @@
       "Others are editing. Your network prevent changes.": "Інші учасники редагують документ. Ваша мережа не дозволяє вам вносити зміни.",
       "Owner": "Власник",
       "PDF": "PDF",
+      "PDF document": "Документ PDF",
       "Page Not Found - Error 404": "Сторінку не знайдено - Помилка 404",
       "Pending invitations": "Запрошення в очікуванні",
       "People with access via the parent document": "Люди з доступом через батьківський документ",
diff --git a/src/frontend/package.json b/src/frontend/package.json
index 9673dfe6..d1260f69 100644
--- a/src/frontend/package.json
+++ b/src/frontend/package.json
@@ -1,6 +1,6 @@
 {
   "name": "impress",
-  "version": "4.3.0",
+  "version": "4.4.0",
   "private": true,
   "repository": "https://github.com/suitenumerique/docs",
   "author": "DINUM",
diff --git a/src/frontend/packages/eslint-plugin-docs/package.json b/src/frontend/packages/eslint-plugin-docs/package.json
index e46a5415..d2a418e5 100644
--- a/src/frontend/packages/eslint-plugin-docs/package.json
+++ b/src/frontend/packages/eslint-plugin-docs/package.json
@@ -1,6 +1,6 @@
 {
   "name": "eslint-plugin-docs",
-  "version": "4.3.0",
+  "version": "4.4.0",
   "repository": "https://github.com/suitenumerique/docs",
   "author": "DINUM",
   "license": "MIT",
diff --git a/src/frontend/packages/i18n/package.json b/src/frontend/packages/i18n/package.json
index 06270622..a9f7d4e1 100644
--- a/src/frontend/packages/i18n/package.json
+++ b/src/frontend/packages/i18n/package.json
@@ -1,6 +1,6 @@
 {
   "name": "packages-i18n",
-  "version": "4.3.0",
+  "version": "4.4.0",
   "repository": "https://github.com/suitenumerique/docs",
   "author": "DINUM",
   "license": "MIT",
diff --git a/src/frontend/servers/y-provider/package.json b/src/frontend/servers/y-provider/package.json
index bc4c9b63..44639fc9 100644
--- a/src/frontend/servers/y-provider/package.json
+++ b/src/frontend/servers/y-provider/package.json
@@ -1,6 +1,6 @@
 {
   "name": "server-y-provider",
-  "version": "4.3.0",
+  "version": "4.4.0",
   "description": "Y.js provider for docs",
   "repository": "https://github.com/suitenumerique/docs",
   "license": "MIT",
diff --git a/src/helm/helmfile.yaml.gotmpl b/src/helm/helmfile.yaml.gotmpl
index 445601c3..a815ad6e 100644
--- a/src/helm/helmfile.yaml.gotmpl
+++ b/src/helm/helmfile.yaml.gotmpl
@@ -1,10 +1,10 @@
 environments:
   dev:
     values:
-      - version: 4.3.0
+      - version: 4.4.0
   feature:
     values:
-      - version: 4.3.0
+      - version: 4.4.0
         feature: ci
         domain: example.com
         imageTag: demo
diff --git a/src/helm/impress/Chart.yaml b/src/helm/impress/Chart.yaml
index 57487a2f..4697c5ee 100644
--- a/src/helm/impress/Chart.yaml
+++ b/src/helm/impress/Chart.yaml
@@ -1,5 +1,5 @@
 apiVersion: v2
 type: application
 name: docs
-version:  4.3.0
+version:  4.4.0
 appVersion: latest
diff --git a/src/mail/package.json b/src/mail/package.json
index 0b3b6597..0e6829e7 100644
--- a/src/mail/package.json
+++ b/src/mail/package.json
@@ -1,6 +1,6 @@
 {
   "name": "mail_mjml",
-  "version": "4.3.0",
+  "version": "4.4.0",
   "description": "An util to generate html and text django's templates from mjml templates",
   "type": "module",
   "dependencies": {