⬆️(dependencies) update requests to v2.33.0 [SECURITY]

Use llm/context endpoint with snippets, change tool name for web_search

Signed-off-by: camilleAND <camille.andre@modernisation.gouv.fr>

.codespellrc

@@ -1,6 +1,7 @@
 [codespell]
 skip =
     ./git/,
+    **/*.pdf,
     **/*.po,
     **/*.pot,
     **/*.json,
@@ -9,9 +10,11 @@ skip =
     **/e2e/report/**,
     *.tsbuildinfo,
     **/uv.lock,
+    ./docker/files/etc/mime.types,
 check-filenames = true
 ignore-words-list =
     afterAll,
     statics,
 exclude-file =
     ./src/backend/chat/agent_rag/web_search/mocked.py,
+

.github/workflows/conversations.yml

@@ -200,7 +200,7 @@ jobs:
       - name: Install gettext (required to compile messages) and MIME support
         run: |
           sudo apt-get install -y gettext pandoc shared-mime-info
-          sudo wget https://svn.apache.org/repos/asf/httpd/httpd/trunk/docs/conf/mime.types -O /etc/mime.types
+          sudo cp $GITHUB_WORKSPACE/docker/files/etc/mime.types /etc/mime.types
 
       - name: Generate a MO file from strings extracted from the project
         run: uv run python manage.py compilemessages

.github/workflows/crowdin_upload.yml

@@ -22,15 +22,14 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v4
       # Backend i18n
-      - name: Install Python
-        uses: actions/setup-python@v5
+      - name: Set up Python
+        uses: actions/setup-python@v6
         with:
-          python-version: "3.13.3"
-          cache: "pip"
-      - name: Upgrade pip and setuptools
-        run: pip install --upgrade pip setuptools
-      - name: Install development dependencies
-        run: pip install --user .
+          python-version-file: "src/backend/pyproject.toml"
+      - name: Install uv
+        uses: astral-sh/setup-uv@v6
+      - name: Install the project
+        run: uv sync --locked --all-extras
         working-directory: src/backend
       - name: Restore the mail templates
         uses: actions/cache@v4
@@ -46,7 +45,7 @@ jobs:
       - name: generate pot files
         working-directory: src/backend
         run: |
-          DJANGO_CONFIGURATION=Build python manage.py makemessages -a --keep-pot
+          DJANGO_CONFIGURATION=Build uv run python manage.py makemessages -a --keep-pot
       # frontend i18n
       - name: Setup Node.js
         uses: actions/setup-node@v4

CHANGELOG.md

@@ -10,13 +10,67 @@ and this project adheres to
 
 ### Added
 
-- ✨(front) add ui kit #240
-- 🧱(files) allow to use S3 storage without external access #849
-- ✨(backend) add FindRagBackend #209
+- ✨(back) add projects with custom LLM instructions
+- ✨(front) projects management UI
 
 ### Changed
 
+- ⬆️(dependencies) upgrade Next.js 15 to 16, upgrade python dependencies
+ 
+### Fixed
+
+- 🐛(back) add missing color option for project colors
+
+## [0.0.14] - 2026-03-11
+
+### Added
+
+- ✨(user) allow disabling automatic internet search
+- ✨(search) add searchModal and modify leftPanel
+- ✨(waffle) hide the waffle if not fr theme
+- ✨(front) allow pasting an attachment from clipboard
+- ✨(array) temporarily adjust array
+
+### Changed
+
+- ⚡️(front) optimize streaming markdown rendering performance
+- ⬆️(back) update pydantic-ai
+- ♻️(chat) refactor AIAgentService for readability and maintainability
+- 🚸(oidc) ignore case when fallback on email #281
+- ⬆️(back) update pillow, django-pydantic-field, pypdf
+- ♻️(front) migrate from ESLint 8 to ESLint 9 flat config
+- ⬆️(back) update django and pypdf
+
+### Fixed
+
+- 💚(docker) vendor mime.types file instead of fetching from Apache SVN
+- 🚑️(back) fix mime type for pptx
+- 🐛(front) fix math formulas and carousel translations
+- 🐛(helm) reverse liveness and readiness for backend deployment
+- 🐛(front) fix dark mode styling on chat messages
+- 🐛(front) fixed inverted toast for setting changes
+
+## [0.0.13] - 2026-02-09
+
+### Added
+
+- 💄(front) ui fix : update ui-kit
+- ✨(front) add persistent darkmode
+- ✨(front) add ui kit #240
+- 🧱(files) allow to use S3 storage without external access #849
+- ✨(backend) add FindRagBackend #209
+- ⬆️(back) update dependencies
+- ✨(back) use adaptive parsing for pdf documents
+
+### Changed
+
+- 💄(darkmode) change color feedback button
 - 🏗️(back) migrate to uv
+- ♻️(front) optimize syntax highlighting bundle size
+
+### Fixed
+
+- 🐛(back) cast collection Ids to API expected types
 
 ## [0.0.12] - 2026-01-27
 
@@ -34,8 +88,7 @@ and this project adheres to
 ### Changed
 
 - 📦️(front) update react
-- ✨(chat) Generate and edit conversation title
-
+- ✨(chat) generate and edit conversation title
 
 ### Fixed
 
@@ -201,8 +254,9 @@ and this project adheres to
 - ✨(onboarding) add activation code logic for launch #62
 - 💄(chat) add code highlighting for LLM responses #67
 
-
-[unreleased]: https://github.com/suitenumerique/conversations/compare/v0.0.12...main
+[unreleased]: https://github.com/suitenumerique/conversations/compare/v0.0.14...main
+[0.0.14]: https://github.com/suitenumerique/conversations/releases/v0.0.14
+[0.0.13]: https://github.com/suitenumerique/conversations/releases/v0.0.13
 [0.0.12]: https://github.com/suitenumerique/conversations/releases/v0.0.12
 [0.0.11]: https://github.com/suitenumerique/conversations/releases/v0.0.11
 [0.0.10]: https://github.com/suitenumerique/conversations/releases/v0.0.10

Dockerfile

@@ -93,7 +93,7 @@ RUN apk add \
   pango \
   shared-mime-info
 
-RUN wget https://svn.apache.org/repos/asf/httpd/httpd/trunk/docs/conf/mime.types -O /etc/mime.types
+COPY ./docker/files/etc/mime.types /etc/mime.types
 
 # Copy entrypoint
 COPY ./docker/files/usr/local/bin/entrypoint /usr/local/bin/entrypoint

src/backend/chat/admin.py

@@ -9,11 +9,28 @@ from . import models
 class ChatConversationAdmin(admin.ModelAdmin):
     """Admin class for the ChatConversation model"""
 
-    autocomplete_fields = ("owner",)
+    autocomplete_fields = ("owner", "project")
+    list_select_related = ("project",)
 
     list_display = (
         "id",
         "title",
+        "project",
+        "created_at",
+        "updated_at",
+    )
+
+
+@admin.register(models.ChatProject)
+class ChatProjectAdmin(admin.ModelAdmin):
+    """Admin class for the ChatProject model"""
+
+    search_fields = ("title",)
+    list_display = (
+        "id",
+        "title",
+        "icon",
+        "color",
         "created_at",
         "updated_at",
     )

src/backend/chat/agent_rag/document_converter/parser.py

@@ -1,11 +1,15 @@
 """Document parsers for RAG backends."""
 
+import base64
 import logging
+import time
+from io import BytesIO
 from urllib.parse import urljoin
 
 from django.conf import settings
 
 import requests
+from pypdf import PdfReader, PdfWriter
 
 from chat.agent_rag.document_converter.markitdown import DocumentConverter
 
@@ -63,3 +67,214 @@ class AlbertParser(BaseParser):
         return DocumentConverter().convert_raw(
             name=name, content_type=content_type, content=content
         )
+
+
+METHOD_TEXT_EXTRACTION = "text_extraction"
+METHOD_OCR = "ocr"
+
+
+def analyze_pdf(pdf_data: bytes) -> dict:
+    """
+    Analyze a PDF to determine if it needs OCR or can use direct text extraction.
+    """
+    reader = PdfReader(BytesIO(pdf_data))
+    total_pages = len(reader.pages)
+    if total_pages == 0:
+        logger.info("No page found in pdf")
+        return {
+            "total_pages": 0,
+            "pages_with_text": 0,
+            "avg_chars_per_page": 0,
+            "text_coverage": 0,
+            "recommended_method": METHOD_TEXT_EXTRACTION,
+        }
+
+    total_chars = 0
+    pages_with_text = 0
+    for page in reader.pages:
+        text = (page.extract_text() or "").strip()
+        char_count = len(text)
+        total_chars += char_count
+
+        if char_count > 50:
+            pages_with_text += 1
+
+    avg_chars = total_chars / total_pages
+    text_coverage = pages_with_text / total_pages
+
+    # Decision logic
+    if (
+        avg_chars > settings.MIN_AVG_CHARS_FOR_TEXT_EXTRACTION
+        and text_coverage > settings.MIN_TEXT_COVERAGE_FOR_TEXT_EXTRACTION
+    ):
+        method = METHOD_TEXT_EXTRACTION
+
+    else:
+        method = METHOD_OCR
+
+    return {
+        "total_pages": total_pages,
+        "pages_with_text": pages_with_text,
+        "avg_chars_per_page": round(avg_chars),
+        "text_coverage": round(text_coverage, 2),
+        "recommended_method": method,
+    }
+
+
+class AdaptiveParserMixin:
+    """
+    Mixin that adds adaptive PDF parsing behavior.
+
+    Analyzes PDF content to choose between direct text extraction (fast) and OCR
+    (for scanned/image PDFs). Subclasses must implement `parse_pdf_document_with_ocr`.
+    """
+
+    def parse_pdf_document(self, name: str, content_type: str, content: bytes) -> str:
+        """Analyze PDF and route to text extraction or OCR based on content."""
+        analysis = analyze_pdf(content)
+
+        logger.info(
+            "Pdf analysis - pages: %s, pages with text: %s, text_coverage: %s, "
+            "recommended method: %s",
+            analysis["total_pages"],
+            analysis["pages_with_text"],
+            analysis["text_coverage"],
+            analysis["recommended_method"],
+        )
+
+        method = analysis["recommended_method"]
+        if method == METHOD_TEXT_EXTRACTION:
+            return self.extract_text_from_pdf(name=name, content_type=content_type, content=content)
+        return self.parse_pdf_document_with_ocr(name=name, content=content)
+
+    def extract_text_from_pdf(self, name: str, content_type: str, content: bytes) -> str:
+        """Extract text directly from PDF without OCR (for text-based PDFs)."""
+        logger.info("Parsing pdf with text extraction")
+        return DocumentConverter().convert_raw(
+            name=name, content_type=content_type, content=content
+        )
+
+    def parse_pdf_document_with_ocr(self, name: str, content: bytes) -> str:
+        """Process PDF through OCR. Must be implemented by subclass."""
+        raise NotImplementedError("Subclass must implement parse_pdf_document_with_ocr")
+
+
+class AdaptivePdfParser(AdaptiveParserMixin, BaseParser):
+    """
+    PDF parser with adaptive text extraction / OCR routing.
+
+    Uses Mistral OCR API for scanned/image PDFs, processed in batches with retry logic.
+    """
+
+    def __init__(self):
+        super().__init__()
+
+        self.endpoint = urljoin(
+            settings.LLM_CONFIGURATIONS[settings.OCR_HRID].provider.base_url, "/v1/ocr"
+        )
+        self.max_retries = settings.OCR_MAX_RETRIES
+        self.retry_delay = settings.OCR_RETRY_DELAY
+        api_key = settings.LLM_CONFIGURATIONS[settings.OCR_HRID].provider.api_key
+
+        self.headers = {
+            "Authorization": f"Bearer {api_key}",
+            "Content-Type": "application/json",
+        }
+
+    def extract_page_batch(self, reader: PdfReader, start_index: int, end_index: int) -> bytes:
+        """Extract a range of pages from PDF as a new PDF bytes object."""
+        writer = PdfWriter()
+        for i in range(start_index, end_index):
+            writer.add_page(reader.pages[i])
+        output = BytesIO()
+        writer.write(output)
+        return output.getvalue()
+
+    def ocr_page_batch(
+        self,
+        name: str,
+        page_content: bytes,
+        start_index: int,
+        end_index: int,
+    ) -> list[str]:
+        """Send page batch to Mistral OCR API with static delay retry."""
+        file_data = base64.standard_b64encode(page_content).decode("utf-8")
+        payload = {
+            "document": {
+                "type": "document_url",
+                "document_name": f"{name}_pages_{start_index + 1}_to_{end_index}",
+                "document_url": f"data:application/pdf;base64,{file_data}",
+            },
+            "model": settings.OCR_MODEL,
+        }
+
+        last_exception = None
+        for attempt in range(self.max_retries):
+            try:
+                response = requests.post(
+                    self.endpoint,
+                    headers=self.headers,
+                    json=payload,
+                    timeout=settings.OCR_TIMEOUT,
+                )
+                response.raise_for_status()
+
+                pages = response.json().get("pages", [])
+                return [page.get("markdown", "") for page in pages]
+
+            except (requests.Timeout, requests.RequestException) as e:
+                last_exception = e
+                if attempt < self.max_retries - 1:
+                    logger.warning(
+                        "OCR attempt %d/%d failed for pages %d-%d: %s. Retrying in %.1fs...",
+                        attempt + 1,
+                        self.max_retries,
+                        start_index + 1,
+                        end_index,
+                        str(e),
+                        self.retry_delay,
+                    )
+                    time.sleep(self.retry_delay)
+
+        logger.error(
+            "OCR failed for pages %d-%d after %d attempts: %s",
+            start_index + 1,
+            end_index,
+            self.max_retries,
+            str(last_exception),
+        )
+        raise last_exception
+
+    def parse_pdf_document_with_ocr(self, name: str, content: bytes) -> str:
+        """Process PDF through OCR in batches, returning concatenated markdown."""
+        reader = PdfReader(BytesIO(content))
+        total_pages = len(reader.pages)
+        batch_size = settings.OCR_BATCH_PAGES
+
+        logger.info("Parsing pdf with OCR (%d pages, batch size %d)", total_pages, batch_size)
+
+        results = []
+        for start_index in range(0, total_pages, batch_size):
+            end_index = min(start_index + batch_size, total_pages)
+            batch_content = self.extract_page_batch(reader, start_index, end_index)
+            try:
+                batch_results = self.ocr_page_batch(name, batch_content, start_index, end_index)
+                results.extend(batch_results)
+                logger.debug(
+                    "Completed OCR for pages %d-%d/%d", start_index + 1, end_index, total_pages
+                )
+            except Exception as e:  # pylint: disable=broad-except #noqa: BLE001
+                logger.error("Failed to OCR pages %d-%d: %s", start_index + 1, end_index, str(e))
+                # Preserve page count with empty placeholders to maintain correct ordering
+                results.extend([""] * (end_index - start_index))
+
+        return "\n\n".join(results)
+
+    def parse_document(self, name: str, content_type: str, content: bytes) -> str:
+        """Route to PDF parser or DocumentConverter based on content type."""
+        if content_type == "application/pdf":
+            return self.parse_pdf_document(name=name, content_type=content_type, content=content)
+
+        return DocumentConverter().convert_raw(
+            name=name, content_type=content_type, content=content
+        )

src/backend/chat/agent_rag/document_rag_backends/albert_rag_backend.py

@@ -7,13 +7,13 @@ from typing import List, Optional
 from urllib.parse import urljoin
 
 from django.conf import settings
+from django.utils.module_loading import import_string
 
 import httpx
 import requests
 
 from chat.agent_rag.albert_api_constants import Searches
 from chat.agent_rag.constants import RAGWebResult, RAGWebResults, RAGWebUsage
-from chat.agent_rag.document_converter.parser import AlbertParser
 from chat.agent_rag.document_rag_backends.base_rag_backend import BaseRagBackend
 
 logger = logging.getLogger(__name__)
@@ -45,7 +45,13 @@ class AlbertRagBackend(BaseRagBackend):  # pylint: disable=too-many-instance-att
         self._documents_endpoint = urljoin(self._base_url, "/v1/documents")
         self._search_endpoint = urljoin(self._base_url, "/v1/search")
         self._default_collection_description = "Temporary collection for RAG document search"
-        self.parser = AlbertParser()
+        parser_class = import_string(settings.RAG_DOCUMENT_PARSER)
+        self.parser = parser_class()
+
+    @staticmethod
+    def cast_collection_id(collection_id):
+        """Albert API expects int Ids."""
+        return int(collection_id)
 
     def create_collection(self, name: str, description: Optional[str] = None) -> str:
         """

src/backend/chat/agent_rag/document_rag_backends/base_rag_backend.py

@@ -41,6 +41,11 @@ class BaseRagBackend(ABC):
         self._default_collection_description = "Temporary collection for RAG document search"
         self.parser: BaseParser = BaseParser()
 
+    @staticmethod
+    def cast_collection_id(collection_id):
+        """Dummy method to be overridden when needed."""
+        return collection_id
+
     def get_all_collection_ids(self) -> List[str]:
         """
         Get all collection IDs, including the main collection ID and read-only collection IDs.
@@ -55,10 +60,13 @@ class BaseRagBackend(ABC):
 
         collection_ids = []
         if self.collection_id:
-            collection_ids.append(self.collection_id)
+            collection_ids.append(self.cast_collection_id(self.collection_id))
         if self.read_only_collection_id:
             collection_ids.extend(
-                [int(collection_id) for collection_id in self.read_only_collection_id]
+                [
+                    self.cast_collection_id(collection_id)
+                    for collection_id in self.read_only_collection_id
+                ]
             )
         return collection_ids
 

src/backend/chat/agents/conversation.py

@@ -117,20 +117,14 @@ class ConversationAgent(BaseAgent):
             """Dynamic instruction function to set the expected language to use."""
             return f"Answer in {get_language_name(language).lower()}." if language else ""
 
-    def get_web_search_tool_name(self) -> str | None:
+    def is_web_search_configured(self) -> bool:
         """
-        Get the name of the web search tool if available.
+        Return True when a web search backend is configured on this model.
 
-        If several are available, return the first one found.
-
-        Warning, this says the tool is available, not that
-        it (the tool/feature) is enabled for the current conversation.
+        This does not mean web search is enabled for the current conversation
+        (feature flags and runtime deps still apply).
         """
-        for toolset in self.toolsets:
-            for tool in toolset.tools.values():
-                if tool.name.startswith("web_search_"):
-                    return tool.name
-        return None
+        return bool(getattr(self.configuration, "web_search", None))
 
 
 @dataclasses.dataclass(init=False)

src/backend/chat/factories.py

@@ -9,6 +9,29 @@ from core.factories import UserFactory
 from . import models
 
 
+class ChatProjectFactory(factory.django.DjangoModelFactory):
+    """Factory for creating Project instances."""
+
+    title = factory.Sequence(lambda n: f"title {n}")
+    owner = factory.SubFactory(UserFactory)
+    icon = factory.fuzzy.FuzzyChoice(models.ChatProjectIcon)
+    color = factory.fuzzy.FuzzyChoice(models.ChatProjectColor)
+
+    class Meta:
+        model = models.ChatProject
+        skip_postgeneration_save = True
+
+    @factory.post_generation
+    def number_of_conversations(self, create, extracted, **kwargs):
+        """Create attached conversations for the project."""
+        if not create or not extracted:
+            return
+
+        if not isinstance(extracted, int):
+            raise TypeError("number_of_conversations must be an integer")
+        ChatConversationFactory.create_batch(extracted, project=self, owner=self.owner)
+
+
 class ChatConversationFactory(factory.django.DjangoModelFactory):
     """Factory for creating ChatConversation instances."""
 

src/backend/chat/llm_configuration.py

@@ -125,6 +125,7 @@ class LLModel(BaseModel):
     supports_streaming: bool | None = None
     system_prompt: SettingEnvValue
     tools: list[str]
+    web_search: SettingEnvValue | None = None
 
     @field_validator("tools", mode="before")
     @classmethod
@@ -134,6 +135,14 @@ class LLModel(BaseModel):
             return _get_setting_or_env_or_value(value)
         return value
 
+    @field_validator("web_search", mode="before")
+    @classmethod
+    def validate_web_search(cls, value: str | None) -> str | None:
+        """Convert web_search path if it's a setting or environment variable."""
+        if isinstance(value, str):
+            return _get_setting_or_env_or_value(value)
+        return value
+
     @model_validator(mode="after")
     def check_provider_or_provider_name(self) -> Self:
         """

src/backend/chat/migrations/0006_chatproject_chatconversation_project.py

@@ -0,0 +1,136 @@
+# Generated by Django 5.2.11 on 2026-02-25 16:20
+
+import uuid
+
+import django.db.models.deletion
+from django.conf import settings
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("chat", "0005_chatconversation_title_set_by_user_at"),
+        migrations.swappable_dependency(settings.AUTH_USER_MODEL),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name="ChatProject",
+            fields=[
+                (
+                    "id",
+                    models.UUIDField(
+                        default=uuid.uuid4,
+                        editable=False,
+                        help_text="primary key for the record as UUID",
+                        primary_key=True,
+                        serialize=False,
+                        verbose_name="id",
+                    ),
+                ),
+                (
+                    "created_at",
+                    models.DateTimeField(
+                        auto_now_add=True,
+                        help_text="date and time at which a record was created",
+                        verbose_name="created on",
+                    ),
+                ),
+                (
+                    "updated_at",
+                    models.DateTimeField(
+                        auto_now=True,
+                        help_text="date and time at which a record was last updated",
+                        verbose_name="updated on",
+                    ),
+                ),
+                ("title", models.CharField(help_text="Title of the chat project", max_length=100)),
+                (
+                    "icon",
+                    models.CharField(
+                        choices=[
+                            ("folder", "Folder icon"),
+                            ("file", "File icon"),
+                            ("perso", "Perso icon"),
+                            ("gear", "Gear icon"),
+                            ("megaphone", "Megaphone icon"),
+                            ("star", "Star icon"),
+                            ("bookmark", "Bookmark icon"),
+                            ("chart", "Chart icon"),
+                            ("photo", "Photo icon"),
+                            ("euro", "Euro icon"),
+                            ("key", "Key icon"),
+                            ("justice", "Justice icon"),
+                            ("book", "Book icon"),
+                            ("puzzle", "Puzzle icon"),
+                            ("palette", "Palette icon"),
+                            ("terminal", "Terminal icon"),
+                            ("car", "Car icon"),
+                            ("music", "Music icon"),
+                            ("checkmark", "Checkmark icon"),
+                            ("la_suite", "La Suite icon"),
+                        ],
+                        help_text="Project icon",
+                        max_length=20,
+                    ),
+                ),
+                (
+                    "color",
+                    models.CharField(
+                        choices=[
+                            ("color_1", "Color 1"),
+                            ("color_2", "Color 2"),
+                            ("color_3", "Color 3"),
+                            ("color_4", "Color 4"),
+                            ("color_5", "Color 5"),
+                            ("color_6", "Color 6"),
+                            ("color_7", "Color 7"),
+                            ("color_8", "Color 8"),
+                            ("color_9", "Color 9"),
+                            ("color_10", "Color 10"),
+                        ],
+                        help_text="Project icon color",
+                        max_length=20,
+                    ),
+                ),
+                (
+                    "llm_instructions",
+                    models.TextField(
+                        blank=True, help_text="Custom user instructions to be sent to the llm"
+                    ),
+                ),
+                (
+                    "owner",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE,
+                        related_name="projects",
+                        to=settings.AUTH_USER_MODEL,
+                    ),
+                ),
+            ],
+            options={
+                "abstract": False,
+            },
+        ),
+        migrations.AddField(
+            model_name="chatconversation",
+            name="project",
+            field=models.ForeignKey(
+                blank=True,
+                null=True,
+                on_delete=django.db.models.deletion.SET_NULL,
+                related_name="conversations",
+                to="chat.chatproject",
+            ),
+        ),
+        migrations.AddIndex(
+            model_name="chatconversation",
+            index=models.Index(
+                fields=["owner", "-created_at"], name="chat_chatco_owner_i_48266a_idx"
+            ),
+        ),
+        migrations.AddIndex(
+            model_name="chatconversation",
+            index=models.Index(fields=["owner", "project"], name="chat_chatco_owner_i_38d719_idx"),
+        ),
+    ]

src/backend/chat/models.py

@@ -15,6 +15,74 @@ from chat.ai_sdk_types import UIMessage
 User = get_user_model()
 
 
+class ChatProjectIcon(models.TextChoices):
+    """Project icon text choices."""
+
+    FOLDER = "folder", "Folder icon"
+    FILE = "file", "File icon"
+    PERSO = "perso", "Perso icon"
+    GEAR = "gear", "Gear icon"
+    MEGAPHONE = "megaphone", "Megaphone icon"
+    STAR = "star", "Star icon"
+    BOOKMARK = "bookmark", "Bookmark icon"
+    CHART = "chart", "Chart icon"
+    PHOTO = "photo", "Photo icon"
+    EURO = "euro", "Euro icon"
+    KEY = "key", "Key icon"
+    JUSTICE = "justice", "Justice icon"
+    BOOK = "book", "Book icon"
+    PUZZLE = "puzzle", "Puzzle icon"
+    PALETTE = "palette", "Palette icon"
+    TERMINAL = "terminal", "Terminal icon"
+    CAR = "car", "Car icon"
+    MUSIC = "music", "Music icon"
+    CHECKMARK = "checkmark", "Checkmark icon"
+    LA_SUITE = "la_suite", "La Suite icon"
+
+
+class ChatProjectColor(models.TextChoices):
+    """Project icon color choices. We keep it generic to ease frontend compatibility."""
+
+    COLOR_1 = "color_1", "Color 1"
+    COLOR_2 = "color_2", "Color 2"
+    COLOR_3 = "color_3", "Color 3"
+    COLOR_4 = "color_4", "Color 4"
+    COLOR_5 = "color_5", "Color 5"
+    COLOR_6 = "color_6", "Color 6"
+    COLOR_7 = "color_7", "Color 7"
+    COLOR_8 = "color_8", "Color 8"
+    COLOR_9 = "color_9", "Color 9"
+    COLOR_10 = "color_10", "Color 10"
+
+
+class ChatProject(BaseModel):
+    """Model representing a project that groups conversations together."""
+
+    owner = models.ForeignKey(
+        User,
+        related_name="projects",
+        on_delete=models.CASCADE,
+        null=False,
+        blank=False,
+    )
+    title = models.CharField(
+        max_length=100,
+        help_text="Title of the chat project",
+    )
+    icon = models.CharField(max_length=20, choices=ChatProjectIcon, help_text="Project icon")
+    color = models.CharField(
+        max_length=20, choices=ChatProjectColor, help_text="Project icon color"
+    )
+
+    llm_instructions = models.TextField(
+        blank=True,
+        help_text="Custom user instructions to be sent to the llm",
+    )
+
+    def __str__(self):
+        return self.title
+
+
 class ChatConversation(BaseModel):
     """
     Model representing a chat conversation.
@@ -79,6 +147,23 @@ class ChatConversation(BaseModel):
         help_text="Collection ID for the conversation, used for RAG document search",
     )
 
+    project = models.ForeignKey(
+        ChatProject,
+        related_name="conversations",
+        on_delete=models.SET_NULL,  # explicitly avoid Cascade here
+        null=True,
+        blank=True,
+    )
+
+    class Meta:  # pylint: disable=missing-class-docstring
+        indexes = [
+            models.Index(fields=["owner", "-created_at"]),
+            models.Index(fields=["owner", "project"]),
+        ]
+
+    def __str__(self):
+        return self.title or str(self.pk)
+
 
 class ChatConversationAttachment(BaseModel):
     """

src/backend/chat/serializers.py

@@ -25,10 +25,21 @@ class ChatConversationSerializer(serializers.ModelSerializer):
 
     class Meta:  # pylint: disable=missing-class-docstring
         model = models.ChatConversation
-        fields = ["id", "title", "created_at", "updated_at", "messages", "owner"]
+        fields = ["id", "title", "created_at", "updated_at", "messages", "owner", "project"]
         read_only_fields = ["id", "created_at", "updated_at", "messages"]
 
+    def validate_project(self, project):
+        """Ensure the project belongs to the current user."""
+        if project and project.owner != self.context["request"].user:
+            raise serializers.ValidationError("The project must belong to the current user.")
+        return project
+
     def update(self, instance, validated_data):
+        # Project is immutable after creation — no moving or detaching
+        if "project" in validated_data:
+            raise serializers.ValidationError(
+                {"project": "This field can only be set at creation time."}
+            )
         # If title is being changed, mark it as user-set
         if "title" in validated_data and validated_data["title"] != instance.title:
             instance.title_set_by_user_at = timezone.now()
@@ -216,3 +227,68 @@ class CreateChatConversationAttachmentSerializer(serializers.ModelSerializer):
             )
 
         return size
+
+
+class ChatProjectNestedSerializer(serializers.ModelSerializer):
+    """Lightweight read-only serializer for nested project info in search results."""
+
+    class Meta:  # pylint: disable=missing-class-docstring
+        model = models.ChatProject
+        fields = ["id", "title", "icon"]
+        read_only_fields = ["id", "title", "icon"]
+
+
+class ChatConversationSearchSerializer(serializers.ModelSerializer):
+    """Serializer for conversation search results with nested project info."""
+
+    project = ChatProjectNestedSerializer(read_only=True)
+
+    class Meta:  # pylint: disable=missing-class-docstring
+        model = models.ChatConversation
+        fields = ["id", "title", "created_at", "updated_at", "project"]
+        read_only_fields = ["id", "title", "created_at", "updated_at", "project"]
+
+
+class ChatConversationNestedSerializer(serializers.ModelSerializer):
+    """Serializer for chat conversations."""
+
+    class Meta:  # pylint: disable=missing-class-docstring
+        model = models.ChatConversation
+        fields = [
+            "id",
+            "title",
+        ]
+        read_only_fields = ["id", "title"]
+
+
+class ChatProjectSerializer(serializers.ModelSerializer):
+    """Serializer for projects."""
+
+    LLM_INSTRUCTIONS_MAX_LENGTH = 4000  # prevent too large prompts, easier to handle here
+
+    owner = serializers.HiddenField(default=serializers.CurrentUserDefault())
+    # Unbounded: the sidebar needs all conversations per project.
+    # Projects are paginated at the view level, keeping payloads reasonable.
+    conversations = ChatConversationNestedSerializer(many=True, read_only=True)
+    llm_instructions = serializers.CharField(
+        max_length=LLM_INSTRUCTIONS_MAX_LENGTH, required=False, allow_blank=True
+    )
+
+    class Meta:  # pylint: disable=missing-class-docstring
+        model = models.ChatProject
+        fields = [
+            "id",
+            "title",
+            "created_at",
+            "updated_at",
+            "icon",
+            "color",
+            "llm_instructions",
+            "owner",
+            "conversations",
+        ]
+        read_only_fields = [
+            "id",
+            "created_at",
+            "updated_at",
+        ]

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src/backend/chat/tests/agent_rag/document_converter/test_adaptive_pdf_parser.py

@@ -0,0 +1,310 @@
+"""Tests for AdaptivePdfParser and AdaptiveParserMixin."""
+
+from io import BytesIO
+from pathlib import Path
+from unittest.mock import MagicMock, patch
+
+import pytest
+import requests
+from pypdf import PdfReader
+
+from chat.agent_rag.document_converter.parser import (
+    METHOD_OCR,
+    METHOD_TEXT_EXTRACTION,
+    AdaptivePdfParser,
+    analyze_pdf,
+)
+
+FIXTURES_DIR = Path(__file__).parent / "fixtures"
+
+
+@pytest.fixture(name="text_pdf_1_page")
+def provide_text_pdf_1_page():
+    """Load a 1 page PDF with extractable text."""
+    return (FIXTURES_DIR / "text_pdf_1_page.pdf").read_bytes()
+
+
+@pytest.fixture(name="text_pdf_10_pages")
+def provide_text_pdf_10_pages():
+    """Load a 10-page PDF with extractable text (~300 chars per page)."""
+    return (FIXTURES_DIR / "text_10_pages.pdf").read_bytes()
+
+
+@pytest.fixture(name="mixed_pdf_10_pages")
+def provide_mixed_pdf_10_pages():
+    """Load a 10-page PDF with 2 pages of text and 8 blank pages."""
+    return (FIXTURES_DIR / "mixed_10_pages.pdf").read_bytes()
+
+
+MIN_AVG_CHARS_FOR_TEXT_EXTRACTION = 200
+OCR_RETRY_DELAY = 1
+OCR_MAX_RETRIES = 3
+
+
+@pytest.fixture(autouse=True)
+def ai_settings(settings):
+    """Mock Django settings for OCR configuration."""
+    settings.MIN_AVG_CHARS_FOR_TEXT_EXTRACTION = MIN_AVG_CHARS_FOR_TEXT_EXTRACTION
+    settings.MIN_TEXT_COVERAGE_FOR_TEXT_EXTRACTION = 0.7
+    settings.OCR_HRID = "test-ocr-hrid"
+    settings.OCR_MODEL = "test-ocr-model"
+    settings.OCR_TIMEOUT = 60
+    settings.OCR_MAX_RETRIES = OCR_MAX_RETRIES
+    settings.OCR_RETRY_DELAY = OCR_RETRY_DELAY
+    settings.OCR_BATCH_PAGES = 10
+    settings.LLM_CONFIGURATIONS = {
+        "test-ocr-hrid": MagicMock(
+            provider=MagicMock(
+                base_url="https://ocr.example.com",
+                api_key="test-api-key",
+            )
+        )
+    }
+    return settings
+
+
+def test_analyze_pdf_returns_correct_structure(text_pdf_10_pages):
+    """analyze_pdf should return dict with expected keys."""
+    result = analyze_pdf(text_pdf_10_pages)
+
+    assert "total_pages" in result
+    assert "pages_with_text" in result
+    assert "avg_chars_per_page" in result
+    assert "text_coverage" in result
+    assert "recommended_method" in result
+
+
+def test_analyze_pdf_with_text_recommends_extraction(text_pdf_1_page):
+    """PDF with sufficient text should recommend text extraction."""
+    result = analyze_pdf(text_pdf_1_page)
+
+    assert result["total_pages"] == 1
+    assert result["pages_with_text"] == 1
+    assert result["text_coverage"] == pytest.approx(1.0)
+    assert result["avg_chars_per_page"] > MIN_AVG_CHARS_FOR_TEXT_EXTRACTION
+    assert result["recommended_method"] == METHOD_TEXT_EXTRACTION
+
+
+def test_analyze_multi_page_pdf_with_text_recommends_extraction(text_pdf_10_pages):
+    """PDF with sufficient text should recommend text extraction."""
+    result = analyze_pdf(text_pdf_10_pages)
+
+    assert result["total_pages"] == 10
+    assert result["pages_with_text"] == 10
+    assert result["text_coverage"] == pytest.approx(1.0)
+    assert result["avg_chars_per_page"] > MIN_AVG_CHARS_FOR_TEXT_EXTRACTION
+    assert result["recommended_method"] == METHOD_TEXT_EXTRACTION
+
+
+def test_analyze_pdf_mixed_content_recommends_ocr(mixed_pdf_10_pages):
+    """PDF with low text coverage should recommend OCR."""
+    result = analyze_pdf(mixed_pdf_10_pages)
+
+    assert result["total_pages"] == 10
+    assert result["pages_with_text"] == 2
+    assert result["text_coverage"] == pytest.approx(0.2)
+    assert result["recommended_method"] == METHOD_OCR
+
+
+def test_extract_page_batch_single_page(text_pdf_10_pages):
+    """Should extract a single page correctly."""
+    parser = AdaptivePdfParser()
+    reader = PdfReader(BytesIO(text_pdf_10_pages))
+
+    result = parser.extract_page_batch(reader, 0, 1)
+
+    result_reader = PdfReader(BytesIO(result))
+    assert len(result_reader.pages) == 1
+
+
+def test_extract_page_batch_multiple_pages(text_pdf_10_pages):
+    """Should extract multiple pages correctly."""
+    parser = AdaptivePdfParser()
+    reader = PdfReader(BytesIO(text_pdf_10_pages))
+
+    result = parser.extract_page_batch(reader, 2, 7)
+
+    result_reader = PdfReader(BytesIO(result))
+    assert len(result_reader.pages) == 5
+
+
+def test_extract_page_batch_last_batch(text_pdf_10_pages):
+    """Should handle last batch with fewer pages."""
+    parser = AdaptivePdfParser()
+    reader = PdfReader(BytesIO(text_pdf_10_pages))
+
+    result = parser.extract_page_batch(reader, 7, 10)
+
+    result_reader = PdfReader(BytesIO(result))
+    assert len(result_reader.pages) == 3
+
+
+def test_ocr_page_batch_success(text_pdf_1_page):
+    """Should return markdown content on successful OCR."""
+    parser = AdaptivePdfParser()
+
+    with patch("chat.agent_rag.document_converter.parser.requests.post") as mock_post:
+        mock_post.return_value.json.return_value = {
+            "pages": [
+                {"markdown": "# Page 1 content"},
+            ]
+        }
+        mock_post.return_value.raise_for_status = MagicMock()
+
+        result = parser.ocr_page_batch("test.pdf", text_pdf_1_page, 0, 1)
+
+        assert result == ["# Page 1 content"]
+        mock_post.assert_called_once()
+
+
+def test_ocr_page_batch_retry_on_timeout(text_pdf_1_page):
+    """Should retry on timeout with static delay."""
+    parser = AdaptivePdfParser()
+
+    with patch("chat.agent_rag.document_converter.parser.requests.post") as mock_post:
+        with patch("chat.agent_rag.document_converter.parser.time.sleep") as mock_sleep:
+            mock_post.side_effect = [
+                requests.Timeout("Connection timed out"),
+                MagicMock(
+                    json=MagicMock(return_value={"pages": [{"markdown": "# Content"}]}),
+                    raise_for_status=MagicMock(),
+                ),
+            ]
+
+            result = parser.ocr_page_batch("test.pdf", text_pdf_1_page, 0, 1)
+
+            assert result == ["# Content"]
+            assert mock_post.call_count == 2
+            mock_sleep.assert_called_once_with(OCR_RETRY_DELAY)
+
+
+def test_ocr_page_batch_fails_after_max_retries(text_pdf_1_page):
+    """Should raise exception after max retries exceeded."""
+    parser = AdaptivePdfParser()
+
+    with patch("chat.agent_rag.document_converter.parser.requests.post") as mock_post:
+        with patch("chat.agent_rag.document_converter.parser.time.sleep"):
+            mock_post.side_effect = requests.Timeout("Connection timed out")
+
+            with pytest.raises(requests.Timeout):
+                parser.ocr_page_batch("test.pdf", text_pdf_1_page, 0, 1)
+
+            assert mock_post.call_count == OCR_MAX_RETRIES
+
+
+def test_ocr_page_batch_retry_on_request_exception(text_pdf_1_page):
+    """Should retry on general request exceptions."""
+    parser = AdaptivePdfParser()
+
+    with patch("chat.agent_rag.document_converter.parser.requests.post") as mock_post:
+        with patch("chat.agent_rag.document_converter.parser.time.sleep"):
+            mock_post.side_effect = [
+                requests.RequestException("Network error"),
+                requests.RequestException("Network error"),
+                MagicMock(
+                    json=MagicMock(return_value={"pages": [{"markdown": "# Content"}]}),
+                    raise_for_status=MagicMock(),
+                ),
+            ]
+
+            result = parser.ocr_page_batch("test.pdf", text_pdf_1_page, 0, 1)
+
+            assert result == ["# Content"]
+            assert mock_post.call_count == 3
+
+
+def test_parse_pdf_with_ocr_single_batch(text_pdf_10_pages):
+    """Should process PDF in single batch when pages <= batch size."""
+    parser = AdaptivePdfParser()
+
+    with patch("chat.agent_rag.document_converter.parser.requests.post") as mock_post:
+        mock_post.return_value.json.return_value = {
+            "pages": [{"markdown": f"Page {i}"} for i in range(1, 11)]
+        }
+        mock_post.return_value.raise_for_status = MagicMock()
+
+        result = parser.parse_pdf_document_with_ocr("test.pdf", text_pdf_10_pages)
+
+        assert "Page 1" in result
+        assert "Page 10" in result
+        mock_post.assert_called_once()
+
+
+def test_parse_pdf_with_ocr_multiple_batches(text_pdf_10_pages, settings):
+    """Should process PDF in multiple batches when pages > batch size."""
+    settings.OCR_BATCH_PAGES = 4  # Force multiple batches
+    parser = AdaptivePdfParser()
+
+    with patch("chat.agent_rag.document_converter.parser.requests.post") as mock_post:
+        mock_post.return_value.json.side_effect = [
+            {"pages": [{"markdown": f"Page {i}"} for i in range(1, 5)]},
+            {"pages": [{"markdown": f"Page {i}"} for i in range(5, 9)]},
+            {"pages": [{"markdown": f"Page {i}"} for i in range(9, 11)]},
+        ]
+        mock_post.return_value.raise_for_status = MagicMock()
+
+        result = parser.parse_pdf_document_with_ocr("test.pdf", text_pdf_10_pages)
+
+        assert mock_post.call_count == 3
+        assert "Page 1" in result
+        assert "Page 10" in result
+
+
+def test_parse_pdf_with_ocr_partial_failure(text_pdf_10_pages, settings):
+    """Should insert empty placeholders for failed batches."""
+    settings.OCR_BATCH_PAGES = 4  # Force multiple batches
+    parser = AdaptivePdfParser()
+
+    success_response = MagicMock()
+    success_response.json.return_value = {"pages": [{"markdown": f"Page {i}"} for i in range(1, 5)]}
+    success_response.raise_for_status = MagicMock()
+
+    with patch("chat.agent_rag.document_converter.parser.requests.post") as mock_post:
+        with patch("chat.agent_rag.document_converter.parser.time.sleep"):
+            # First batch succeeds, then all retries fail for remaining batches
+            mock_post.side_effect = [
+                success_response,
+                requests.Timeout("OCR failed"),
+                requests.Timeout("OCR failed"),
+                requests.Timeout("OCR failed"),
+                requests.Timeout("OCR failed"),
+                requests.Timeout("OCR failed"),
+                requests.Timeout("OCR failed"),
+            ]
+
+            result = parser.parse_pdf_document_with_ocr("test.pdf", text_pdf_10_pages)
+
+            parts = result.split("\n\n")
+            # First batch succeeded (4 pages), remaining batches failed (6 pages as placeholders)
+            assert len(parts) == 10
+            assert parts[0] == "Page 1"
+            assert parts[3] == "Page 4"
+            assert parts[4] == ""  # Failed batch placeholder
+
+
+def test_parse_document_pdf_routed_correctly(text_pdf_1_page):
+    """Should route PDF content type to PDF parser."""
+    parser = AdaptivePdfParser()
+
+    with patch.object(parser, "parse_pdf_document", return_value="pdf content") as mock_parse:
+        result = parser.parse_document("test.pdf", "application/pdf", text_pdf_1_page)
+
+        assert result == "pdf content"
+        mock_parse.assert_called_once_with(
+            name="test.pdf",
+            content_type="application/pdf",
+            content=text_pdf_1_page,
+        )
+
+
+def test_parse_document_non_pdf_uses_document_converter():
+    """Should route non-PDF content to DocumentConverter."""
+    parser = AdaptivePdfParser()
+
+    with patch("chat.agent_rag.document_converter.parser.DocumentConverter") as mock_converter:
+        mock_converter.return_value.convert_raw.return_value = "docx content"
+
+        result = parser.parse_document("test.docx", "application/vnd.openxmlformats", b"content")
+
+        assert result == "docx content"
+        mock_converter.return_value.convert_raw.assert_called_once()

src/backend/chat/tests/agents/test_build_conversation_agent.py

@@ -3,14 +3,12 @@
 # pylint:disable=protected-access
 
 import pytest
-import responses
 from freezegun import freeze_time
 from pydantic_ai import Agent
 from pydantic_ai.models.openai import OpenAIChatModel
-from pydantic_ai.models.test import TestModel
 
 from chat.agents.conversation import ConversationAgent
-from chat.clients.pydantic_ai import ContextDeps
+from chat.llm_configuration import LLModel, LLMProvider
 
 
 @pytest.fixture(autouse=True)
@@ -87,47 +85,30 @@ def test_add_dynamic_system_prompt():
     assert agent._instructions[2]() == "Answer in french."
 
 
-def test_agent_get_web_search_tool_name(settings):
-    """Test the web_search_available method."""
-    settings.AI_AGENT_TOOLS = ["get_current_weather", "web_search_albert_rag"]
+def test_agent_is_web_search_configured():
+    """Test whether web search backend is configured on the model."""
     agent = ConversationAgent(model_hrid="default-model")
-    assert agent.get_web_search_tool_name() == "web_search_albert_rag"
+    assert agent.is_web_search_configured() is False
 
-    settings.AI_AGENT_TOOLS = ["get_current_weather"]
+
+def test_agent_is_web_search_configured_when_defined_in_model_config(settings):
+    """Web search is configured when LLModel.web_search is set."""
+    settings.LLM_CONFIGURATIONS = {
+        "default-model": LLModel(
+            hrid="default-model",
+            model_name="model-123",
+            human_readable_name="Default Model",
+            is_active=True,
+            icon=None,
+            system_prompt="You are a helpful assistant",
+            tools=[],
+            web_search="chat.tools.web_search_brave.web_search_brave_llm_context",
+            provider=LLMProvider(
+                hrid="default-provider",
+                base_url="https://api.llm.com/v1/",
+                api_key="test-key",
+            ),
+        ),
+    }
     agent = ConversationAgent(model_hrid="default-model")
-    assert agent.get_web_search_tool_name() is None
-
-    settings.AI_AGENT_TOOLS = ["get_current_weather", "web_search_tavily", "web_search_albert_rag"]
-    agent = ConversationAgent(model_hrid="default-model")
-    assert agent.get_web_search_tool_name() == "web_search_tavily"
-
-
-@responses.activate
-def test_web_search_tool_avalability(settings):
-    """Test the web search tool availability according to context."""
-    responses.add(
-        responses.POST,
-        "https://api.tavily.com/search",
-        json={"results": []},
-        status=200,
-    )
-    context_deps = ContextDeps(conversation=None, user=None, web_search_enabled=True)
-
-    # No tools (context allows web search, but no tool configured)
-    agent = ConversationAgent(model_hrid="default-model")
-    with agent.override(model=TestModel(), deps=context_deps):
-        response = agent.run_sync("What tools do you have?")
-        assert response.output == "success (no tool calls)"
-
-    # Tool configured, context allows web search
-    settings.AI_AGENT_TOOLS = ["web_search_tavily"]
-    agent = ConversationAgent(model_hrid="default-model")  # re-init to pick up new settings
-    with agent.override(model=TestModel(), deps=context_deps):
-        response = agent.run_sync("What tools do you have?")
-        assert response.output == '{"web_search_tavily":[]}'
-
-    # Tool configured, context disables web search
-    context_deps.web_search_enabled = False
-    with agent.override(model=TestModel(), deps=context_deps):
-        response = agent.run_sync("What tools do you have?")
-        assert response.output == "success (no tool calls)"
+    assert agent.is_web_search_configured() is True

src/backend/chat/tests/clients/pydantic_ai/test_project_instructions.py

@@ -0,0 +1,60 @@
+"""Unit tests for project-level LLM instructions injection."""
+
+import pytest
+
+from chat.clients.pydantic_ai import AIAgentService
+from chat.factories import ChatConversationFactory, ChatProjectFactory
+
+pytestmark = pytest.mark.django_db
+
+
+@pytest.fixture(autouse=True)
+def base_settings(settings):
+    """Set up base settings for the tests."""
+    settings.AI_BASE_URL = "https://api.llm.com/v1/"
+    settings.AI_API_KEY = "test-key"
+    settings.AI_MODEL = "model-123"
+    settings.AI_AGENT_INSTRUCTIONS = "You are a helpful assistant"
+    settings.AI_AGENT_TOOLS = []
+
+
+def _get_instruction_names(service):
+    """Return the names of dynamic (callable) instructions registered on the conversation agent."""
+    # pylint: disable=protected-access
+    return [fn.__name__ for fn in service.conversation_agent._instructions if callable(fn)]
+
+
+def test_project_instructions_injected_when_present():
+    """Test that project LLM instructions are injected as a dynamic agent instruction."""
+    project = ChatProjectFactory(llm_instructions="Always answer in bullet points.")
+    conversation = ChatConversationFactory(owner=project.owner, project=project)
+
+    service = AIAgentService(conversation, user=conversation.owner)
+
+    assert "project_instructions" in _get_instruction_names(service)
+    # Verify the instruction returns the correct content
+    instruction_fn = next(
+        fn
+        for fn in service.conversation_agent._instructions  # pylint: disable=protected-access
+        if callable(fn) and fn.__name__ == "project_instructions"
+    )
+    assert instruction_fn() == "Always answer in bullet points."
+
+
+def test_project_instructions_not_injected_when_empty():
+    """Test that empty project instructions are not injected."""
+    project = ChatProjectFactory(llm_instructions="")
+    conversation = ChatConversationFactory(owner=project.owner, project=project)
+
+    service = AIAgentService(conversation, user=conversation.owner)
+
+    assert "project_instructions" not in _get_instruction_names(service)
+
+
+def test_project_instructions_not_injected_when_no_project():
+    """Test that no project instruction is injected for standalone conversations."""
+    conversation = ChatConversationFactory()
+
+    service = AIAgentService(conversation, user=conversation.owner)
+
+    assert "project_instructions" not in _get_instruction_names(service)

src/backend/chat/tests/clients/pydantic_ai/test_smart_web_search.py

@@ -0,0 +1,100 @@
+"""Unit tests for add_document_rag_search_tool_from_setting integration with AIAgentService."""
+
+# pylint: disable=redefined-outer-name, protected-access
+
+import pytest
+from pydantic_ai.models.test import TestModel
+
+from chat.clients.pydantic_ai import AIAgentService
+from chat.factories import ChatConversationFactory, UserFactory
+from chat.llm_configuration import LLModel, LLMProvider
+
+pytestmark = pytest.mark.django_db()
+
+
+@pytest.fixture()
+def _llm_config_with_websearch(settings):
+    """Configure a single active model that includes the web search tool."""
+    settings.LLM_CONFIGURATIONS = {
+        "default-model": LLModel(
+            hrid="default-model",
+            model_name="amazing-llm",
+            human_readable_name="Amazing LLM",
+            is_active=True,
+            icon=None,
+            system_prompt="You are an amazing assistant.",
+            tools=[],
+            web_search="chat.tools.web_search_brave.web_search_brave_llm_context",
+            provider=LLMProvider(
+                hrid="unused",
+                base_url="https://example.com",
+                api_key="key",
+            ),
+        ),
+    }
+
+
+def test_smart_search_disabled_suppresses_tool_at_runtime(_llm_config_with_websearch):
+    """
+    When smart search is off, the tool must be suppressed at runtime.
+    """
+    user = UserFactory(allow_smart_web_search=False)
+    conversation = ChatConversationFactory(owner=user)
+    service = AIAgentService(conversation, user=user)
+
+    assert service._is_smart_search_enabled is False
+    assert service._is_web_search_enabled is True
+
+    # Replicate what _run_agent does before calling the model
+    if not service._is_smart_search_enabled and service._is_web_search_enabled:
+        service._context_deps.web_search_enabled = False
+
+    service._setup_web_search_tool()
+    with service.conversation_agent.override(model=TestModel(), deps=service._context_deps):
+        response = service.conversation_agent.run_sync("Search the web for something.")
+
+    assert response.output == "success (no tool calls)"
+
+
+def test_smart_search_enabled_tool_is_called(_llm_config_with_websearch):
+    """
+    When smart search is on, the tool must be invoked.
+    """
+    user = UserFactory(allow_smart_web_search=True)
+    conversation = ChatConversationFactory(owner=user)
+    service = AIAgentService(conversation, user=user)
+
+    assert service._is_smart_search_enabled is True
+    assert service._context_deps.web_search_enabled is True
+
+    service._setup_web_search_tool()
+    with service.conversation_agent.override(model=TestModel(), deps=service._context_deps):
+        response = service.conversation_agent.run_sync("Search the web for something.")
+
+    assert "web_search" in response.output
+
+
+def test_force_websearch_overrides_smart_search_disabled(_llm_config_with_websearch):
+    """
+    When smart search is off, the tool must be enabled via force_web_search.
+    """
+    user = UserFactory(allow_smart_web_search=False)
+    conversation = ChatConversationFactory(owner=user)
+    service = AIAgentService(conversation, user=user)
+
+    assert service._is_smart_search_enabled is False
+    assert service._context_deps.web_search_enabled is False
+
+    # Match _run_agent: register the tool first, then enable deps + forced prompt.
+    service._setup_web_search_tool()
+    service._setup_web_search(force_web_search=True)
+
+    assert service.conversation_agent.is_web_search_configured() is True
+    assert service._context_deps.web_search_enabled is True
+    assert any(
+        callable(instr) and "web_search" in instr()
+        for instr in service.conversation_agent._instructions
+    )
+    with service.conversation_agent.override(model=TestModel(), deps=service._context_deps):
+        response = service.conversation_agent.run_sync("Search the web for something.")
+        assert "web_search" in response.output

src/backend/chat/tests/conftest.py

@@ -20,7 +20,7 @@ from chat.clients.pydantic_ai import AIAgentService
 logger = logging.getLogger(__name__)
 
 
-@pytest.fixture(name="today_promt_date")
+@pytest.fixture(name="today_prompt_date")
 def today_prompt_date_fixture():
     """Fixture to mock date the system prompt when useless to test it."""
     _formatted_date = formats.date_format(timezone.now(), "l d/m/Y", use_l10n=False)

src/backend/chat/tests/factories/__init__.py

@@ -0,0 +1 @@
+"""Tests for chat factories."""

src/backend/chat/tests/factories/test_chat_conversation_factory.py

@@ -0,0 +1,25 @@
+"""Unit tests for the ChatConversationFactory."""
+
+import pytest
+
+from chat.factories import ChatConversationFactory, ChatProjectFactory
+
+pytestmark = pytest.mark.django_db
+
+
+def test_conversation_factory():
+    """Test that the factory creates a valid conversation with default values."""
+    conversation = ChatConversationFactory()
+
+    assert conversation.owner is not None
+    assert conversation.title is None
+    assert conversation.project is None
+
+
+def test_conversation_factory_with_project():
+    """Test that the factory accepts a project."""
+    project = ChatProjectFactory()
+    conversation = ChatConversationFactory(project=project, owner=project.owner)
+
+    assert conversation.project == project
+    assert conversation.owner == project.owner

src/backend/chat/tests/factories/test_chat_project_factory.py

@@ -0,0 +1,26 @@
+"""Unit tests for the ChatProjectFactory."""
+
+import pytest
+
+from chat.factories import ChatProjectFactory
+
+pytestmark = pytest.mark.django_db
+
+
+def test_project_factory():
+    """Test that the factory creates a valid project with default values."""
+    project = ChatProjectFactory()
+
+    assert project.title.startswith("title ")
+    assert project.icon
+    assert project.color
+    assert project.owner is not None
+    assert project.conversations.count() == 0
+
+
+def test_project_factory_number_of_conversations():
+    """Test that number_of_conversations creates attached conversations."""
+    project = ChatProjectFactory(number_of_conversations=3)
+
+    assert project.conversations.count() == 3
+    assert all(c.owner == project.owner for c in project.conversations.all())

src/backend/chat/tests/serializers/test_chat_project_serializer.py

@@ -0,0 +1,152 @@
+"""Unit tests for the ChatProjectSerializer."""
+
+import pytest
+from rest_framework.test import APIRequestFactory
+
+from core.factories import UserFactory
+
+from chat import serializers
+from chat.factories import ChatConversationFactory, ChatProjectFactory
+from chat.models import ChatProjectColor, ChatProjectIcon
+
+pytestmark = pytest.mark.django_db
+
+
+@pytest.fixture(name="request_context")
+def request_context_fixture():
+    """Return a serializer context with an authenticated request."""
+    user = UserFactory()
+    request = APIRequestFactory().post("/")
+    request.user = user
+    return {"request": request}
+
+
+def test_serialize_project():
+    """Test serializing a project returns expected fields."""
+    project = ChatProjectFactory(
+        title="My project",
+        llm_instructions="My custom instructions",
+        color=ChatProjectColor.COLOR_2,
+        icon=ChatProjectIcon.JUSTICE,
+    )
+    serializer = serializers.ChatProjectSerializer(project)
+    data = serializer.data
+
+    assert data["title"] == "My project"
+    assert data["id"] == str(project.pk)
+    assert data["icon"] == "justice"
+    assert data["color"] == "color_2"
+    assert data["llm_instructions"] == "My custom instructions"
+    assert data["conversations"] == []
+    assert "created_at" in data
+    assert "updated_at" in data
+
+
+def test_serialize_project_with_conversations():
+    """Test serializing a project includes nested conversations."""
+    project = ChatProjectFactory()
+    conversation = ChatConversationFactory(
+        project=project, owner=project.owner, title="My conversation"
+    )
+    serializer = serializers.ChatProjectSerializer(project)
+    data = serializer.data
+
+    assert len(data["conversations"]) == 1
+    assert data["conversations"][0] == {
+        "id": str(conversation.pk),
+        "title": "My conversation",
+    }
+
+
+def test_deserialize_valid_project(request_context):
+    """Test deserializing valid project data."""
+    data = {
+        "title": "My Project",
+        "icon": "star",
+        "color": "color_2",
+    }
+    serializer = serializers.ChatProjectSerializer(data=data, context=request_context)
+
+    assert serializer.is_valid()
+    assert serializer.validated_data["title"] == "My Project"
+    assert serializer.validated_data["icon"] == ChatProjectIcon.STAR
+    assert serializer.validated_data["color"] == ChatProjectColor.COLOR_2
+
+
+def test_deserialize_missing_title(request_context):
+    """Test that title is required."""
+    data = {
+        "icon": ChatProjectIcon.FOLDER,
+        "color": ChatProjectColor.COLOR_1,
+    }
+    serializer = serializers.ChatProjectSerializer(data=data, context=request_context)
+
+    assert not serializer.is_valid()
+    assert "title" in serializer.errors
+
+
+def test_deserialize_invalid_icon(request_context):
+    """Test that an invalid icon value is rejected."""
+    data = {
+        "title": "My Project",
+        "icon": "invalid_icon",
+        "color": ChatProjectColor.COLOR_1,
+    }
+    serializer = serializers.ChatProjectSerializer(data=data, context=request_context)
+
+    assert not serializer.is_valid()
+    assert "icon" in serializer.errors
+
+
+def test_deserialize_invalid_color(request_context):
+    """Test that an invalid color value is rejected."""
+    data = {
+        "title": "My Project",
+        "icon": ChatProjectIcon.FOLDER,
+        "color": "invalid_color",
+    }
+    serializer = serializers.ChatProjectSerializer(data=data, context=request_context)
+
+    assert not serializer.is_valid()
+    assert "color" in serializer.errors
+
+
+def test_deserialize_title_max_length(request_context):
+    """Test that a title exceeding 100 characters is rejected."""
+    data = {
+        "title": "X" * 101,
+        "icon": ChatProjectIcon.FOLDER,
+        "color": ChatProjectColor.COLOR_1,
+    }
+    serializer = serializers.ChatProjectSerializer(data=data, context=request_context)
+
+    assert not serializer.is_valid()
+    assert "title" in serializer.errors
+
+
+def test_conversations_field_is_read_only(request_context):
+    """Test that conversations cannot be set via input data."""
+    data = {
+        "title": "My Project",
+        "icon": ChatProjectIcon.FOLDER,
+        "color": ChatProjectColor.COLOR_1,
+        "conversations": [{"id": "fake", "title": "fake"}],
+    }
+    serializer = serializers.ChatProjectSerializer(data=data, context=request_context)
+
+    assert serializer.is_valid()
+    assert "conversations" not in serializer.validated_data
+
+
+def test_owner_is_set_from_request(request_context):
+    """Test that the owner is automatically set from the request user."""
+    data = {
+        "title": "My Project",
+        "icon": ChatProjectIcon.FOLDER,
+        "color": ChatProjectColor.COLOR_1,
+    }
+    serializer = serializers.ChatProjectSerializer(data=data, context=request_context)
+
+    assert serializer.is_valid()
+    project = serializer.save()
+    assert project.owner == request_context["request"].user

src/backend/chat/tests/tools/test_web_search_brave.py

@@ -21,13 +21,14 @@ from chat.tools.web_search_brave import (
     _extract_and_summarize_snippets_async,
     _fetch_and_extract_async,
     _fetch_and_store_async,
-    _query_brave_api_async,
+    _query_brave_llm_context_api_async,
     format_tool_return,
     web_search_brave,
     web_search_brave_with_document_backend,
 )
 
-BRAVE_URL = "https://api.search.brave.com/res/v1/web/search"
+BRAVE_WEB_SEARCH_URL = "https://api.search.brave.com/res/v1/web/search"
+BRAVE_LLM_CONTEXT_URL = "https://api.search.brave.com/res/v1/llm/context"
 
 
 @pytest.fixture(autouse=True)
@@ -67,7 +68,7 @@ def fixture_mocked_context():
 @respx.mock
 async def test_agent_web_search_brave_success_with_extra_snippets(mocked_context):
     """Test when the Brave search returns results with extra_snippets."""
-    respx.get(BRAVE_URL).mock(
+    respx.get(BRAVE_WEB_SEARCH_URL).mock(
         return_value=httpx.Response(
             status_code=200,
             json={
@@ -122,7 +123,7 @@ async def test_agent_web_search_brave_success_with_extra_snippets(mocked_context
 @respx.mock
 async def test_agent_web_search_brave_success_without_extra_snippets(mocked_context):
     """Test when the Brave search returns results without extra_snippets."""
-    respx.get(BRAVE_URL).mock(
+    respx.get(BRAVE_WEB_SEARCH_URL).mock(
         return_value=httpx.Response(
             status_code=200,
             json={
@@ -168,7 +169,7 @@ async def test_agent_web_search_brave_success_without_extra_snippets_summarizati
     """Test when the Brave search returns results without extra_snippets with summarization."""
     settings.BRAVE_SUMMARIZATION_ENABLED = True
 
-    respx.get(BRAVE_URL).mock(
+    respx.get(BRAVE_WEB_SEARCH_URL).mock(
         return_value=httpx.Response(
             status_code=200,
             json={
@@ -216,7 +217,7 @@ async def test_agent_web_search_brave_success_without_extra_snippets_summarizati
 @respx.mock
 async def test_agent_web_search_brave_empty_results(mocked_context):
     """Test when the Brave search returns no results."""
-    respx.get(BRAVE_URL).mock(
+    respx.get(BRAVE_WEB_SEARCH_URL).mock(
         return_value=httpx.Response(
             status_code=200,
             json={"web": {"results": []}},
@@ -233,7 +234,7 @@ async def test_agent_web_search_brave_empty_results(mocked_context):
 @respx.mock
 async def test_agent_web_search_brave_http_error(mocked_context):
     """Test handling of HTTP errors from Brave API."""
-    respx.get(BRAVE_URL).mock(
+    respx.get(BRAVE_WEB_SEARCH_URL).mock(
         return_value=httpx.Response(
             status_code=500,
             json={"error": "Internal Server Error"},
@@ -256,7 +257,7 @@ async def test_agent_web_search_brave_params_exclude_none(settings, mocked_conte
     settings.BRAVE_SEARCH_COUNTRY = None
     settings.BRAVE_SEARCH_LANG = None
 
-    respx.get(BRAVE_URL).mock(
+    respx.get(BRAVE_WEB_SEARCH_URL).mock(
         return_value=httpx.Response(
             status_code=200,
             json={"web": {"results": []}},
@@ -290,7 +291,7 @@ async def test_agent_web_search_brave_params_exclude_none(settings, mocked_conte
 @respx.mock
 async def test_agent_web_search_brave_concurrent_processing(mocked_context):
     """Test concurrent processing with asyncio.gather."""
-    respx.get(BRAVE_URL).mock(
+    respx.get(BRAVE_WEB_SEARCH_URL).mock(
         return_value=httpx.Response(
             status_code=200,
             json={
@@ -401,7 +402,7 @@ async def test_extract_and_summarize_snippets_summarization_failure(settings):
 @respx.mock
 async def test_web_search_brave_with_document_backend_success(mocked_context):
     """Test web_search_brave_with_document_backend with successful RAG search."""
-    respx.get(BRAVE_URL).mock(
+    respx.get(BRAVE_WEB_SEARCH_URL).mock(
         return_value=httpx.Response(
             status_code=200,
             json={
@@ -452,7 +453,7 @@ async def test_web_search_brave_with_document_backend_success(mocked_context):
 @respx.mock
 async def test_web_search_brave_with_document_backend_fetch_error(mocked_context):
     """Test web_search_brave_with_document_backend when document fetching fails."""
-    respx.get(BRAVE_URL).mock(
+    respx.get(BRAVE_WEB_SEARCH_URL).mock(
         return_value=httpx.Response(
             status_code=200,
             json={
@@ -495,7 +496,7 @@ async def test_web_search_brave_with_document_backend_no_matching_rag_results(mo
 
     This is actually a problematic scenario, but we want to ensure graceful handling.
     """
-    respx.get(BRAVE_URL).mock(
+    respx.get(BRAVE_WEB_SEARCH_URL).mock(
         return_value=httpx.Response(
             status_code=200,
             json={
@@ -565,37 +566,37 @@ async def test_fetch_and_store_empty_document():
 @pytest.mark.asyncio
 @respx.mock
 async def test_query_brave_api_missing_web_key():
-    """Test _query_brave_api_async when response doesn't contain 'web' key."""
-    respx.get(BRAVE_URL).mock(
+    """Test _query_brave_llm_context_api_async when response doesn't contain 'web' key."""
+    respx.get(BRAVE_LLM_CONTEXT_URL).mock(
         return_value=httpx.Response(
             status_code=200,
             json={"error": "no web results"},
         )
     )
 
-    result = await _query_brave_api_async("query")
+    result = await _query_brave_llm_context_api_async("query")
     assert not result
 
 
 @pytest.mark.asyncio
 @respx.mock
 async def test_query_brave_api_missing_results_key():
-    """Test _query_brave_api_async when 'web' exists but 'results' is missing."""
-    respx.get(BRAVE_URL).mock(
+    """Test _query_brave_llm_context_api_async when 'web' exists but 'results' is missing."""
+    respx.get(BRAVE_LLM_CONTEXT_URL).mock(
         return_value=httpx.Response(
             status_code=200,
             json={"web": {}},
         )
     )
-    result = await _query_brave_api_async("query")
+    result = await _query_brave_llm_context_api_async("query")
     assert not result
 
 
 @pytest.mark.asyncio
 @respx.mock
 async def test_query_brave_api_rate_limit():
-    """Test _query_brave_api_async handles 429 rate limit errors."""
-    respx.get(BRAVE_URL).mock(
+    """Test _query_brave_llm_context_api_async handles 429 rate limit errors."""
+    respx.get(BRAVE_LLM_CONTEXT_URL).mock(
         return_value=httpx.Response(
             status_code=429,
             json={"error": "Rate limit exceeded"},
@@ -603,7 +604,7 @@ async def test_query_brave_api_rate_limit():
     )
 
     with pytest.raises(ModelRetry) as exc:
-        await _query_brave_api_async("query")
+        await _query_brave_llm_context_api_async("query")
 
     assert "rate limited" in str(exc.value).lower()
 
@@ -611,8 +612,8 @@ async def test_query_brave_api_rate_limit():
 @pytest.mark.asyncio
 @respx.mock
 async def test_query_brave_api_client_error():
-    """Test _query_brave_api_async handles 4xx client errors."""
-    respx.get(BRAVE_URL).mock(
+    """Test _query_brave_llm_context_api_async handles 4xx client errors."""
+    respx.get(BRAVE_LLM_CONTEXT_URL).mock(
         return_value=httpx.Response(
             status_code=400,
             json={"error": "Bad request"},
@@ -620,7 +621,7 @@ async def test_query_brave_api_client_error():
     )
 
     with pytest.raises(ModelCannotRetry) as exc:
-        await _query_brave_api_async("query")
+        await _query_brave_llm_context_api_async("query")
 
     assert "client error" in str(exc.value).lower()
 
@@ -628,11 +629,11 @@ async def test_query_brave_api_client_error():
 @pytest.mark.asyncio
 @respx.mock
 async def test_query_brave_api_timeout():
-    """Test _query_brave_api_async handles timeout errors."""
-    respx.get(BRAVE_URL).mock(side_effect=httpx.TimeoutException("Request timed out"))
+    """Test _query_brave_llm_context_api_async handles timeout errors."""
+    respx.get(BRAVE_LLM_CONTEXT_URL).mock(side_effect=httpx.TimeoutException("Request timed out"))
 
     with pytest.raises(ModelRetry) as exc:
-        await _query_brave_api_async("query")
+        await _query_brave_llm_context_api_async("query")
 
     assert "timed out" in str(exc.value).lower()
 
@@ -640,11 +641,11 @@ async def test_query_brave_api_timeout():
 @pytest.mark.asyncio
 @respx.mock
 async def test_query_brave_api_generic_http_error():
-    """Test _query_brave_api_async handles generic HTTP errors."""
-    respx.get(BRAVE_URL).mock(side_effect=httpx.ConnectError("Connection failed"))
+    """Test _query_brave_llm_context_api_async handles generic HTTP errors."""
+    respx.get(BRAVE_LLM_CONTEXT_URL).mock(side_effect=httpx.ConnectError("Connection failed"))
 
     with pytest.raises(ModelRetry) as exc:
-        await _query_brave_api_async("query")
+        await _query_brave_llm_context_api_async("query")
 
     assert "connection error" in str(exc.value).lower()
 
@@ -652,11 +653,11 @@ async def test_query_brave_api_generic_http_error():
 @pytest.mark.asyncio
 @respx.mock
 async def test_query_brave_api_unexpected_error():
-    """Test _query_brave_api_async handles unexpected errors."""
-    respx.get(BRAVE_URL).mock(side_effect=ValueError("Unexpected value error"))
+    """Test _query_brave_llm_context_api_async handles unexpected errors."""
+    respx.get(BRAVE_LLM_CONTEXT_URL).mock(side_effect=ValueError("Unexpected value error"))
 
     with pytest.raises(ModelCannotRetry) as exc:
-        await _query_brave_api_async("query")
+        await _query_brave_llm_context_api_async("query")
 
     assert "unexpected error" in str(exc.value).lower()
 
@@ -768,7 +769,7 @@ async def test_fetch_and_store_extraction_error():
 @respx.mock
 async def test_web_search_brave_mixed_results(mocked_context):
     """Test web_search_brave with mixed results (some with snippets, some without)."""
-    respx.get(BRAVE_URL).mock(
+    respx.get(BRAVE_WEB_SEARCH_URL).mock(
         return_value=httpx.Response(
             status_code=200,
             json={
@@ -812,7 +813,7 @@ async def test_web_search_brave_mixed_results(mocked_context):
 @respx.mock
 async def test_web_search_brave_extraction_fails_for_all(mocked_context):
     """Test web_search_brave when extraction fails for all results without snippets."""
-    respx.get(BRAVE_URL).mock(
+    respx.get(BRAVE_WEB_SEARCH_URL).mock(
         return_value=httpx.Response(
             status_code=200,
             json={
@@ -845,7 +846,7 @@ async def test_web_search_brave_extraction_fails_for_all(mocked_context):
 @respx.mock
 async def test_web_search_brave_model_cannot_retry_exception(mocked_context):
     """Test web_search_brave handling of ModelCannotRetry from API."""
-    respx.get(BRAVE_URL).mock(
+    respx.get(BRAVE_WEB_SEARCH_URL).mock(
         return_value=httpx.Response(
             status_code=403,
             json={"error": "Forbidden"},
@@ -863,7 +864,7 @@ async def test_web_search_brave_model_cannot_retry_exception(mocked_context):
 @respx.mock
 async def test_web_search_brave_unexpected_exception(mocked_context):
     """Test web_search_brave handling of unexpected exceptions."""
-    respx.get(BRAVE_URL).mock(
+    respx.get(BRAVE_WEB_SEARCH_URL).mock(
         return_value=httpx.Response(
             status_code=200,
             json={
@@ -894,7 +895,7 @@ async def test_web_search_brave_unexpected_exception(mocked_context):
 @respx.mock
 async def test_web_search_brave_with_document_backend_empty_rag_results(mocked_context):
     """Test web_search_brave_with_document_backend when RAG search returns empty results."""
-    respx.get(BRAVE_URL).mock(
+    respx.get(BRAVE_WEB_SEARCH_URL).mock(
         return_value=httpx.Response(
             status_code=200,
             json={
@@ -929,7 +930,7 @@ async def test_web_search_brave_with_document_backend_empty_rag_results(mocked_c
 @respx.mock
 async def test_web_search_brave_with_document_backend_store_exception(mocked_context):
     """Test web_search_brave_with_document_backend when document store raises exception."""
-    respx.get(BRAVE_URL).mock(
+    respx.get(BRAVE_WEB_SEARCH_URL).mock(
         return_value=httpx.Response(
             status_code=200,
             json={
@@ -958,7 +959,7 @@ async def test_web_search_brave_with_document_backend_store_exception(mocked_con
 @respx.mock
 async def test_web_search_brave_with_document_backend_unexpected_exception(mocked_context):
     """Test web_search_brave_with_document_backend handling of unexpected exceptions."""
-    respx.get(BRAVE_URL).mock(side_effect=TypeError("Unexpected type error"))
+    respx.get(BRAVE_WEB_SEARCH_URL).mock(side_effect=TypeError("Unexpected type error"))
 
     result = await web_search_brave_with_document_backend(mocked_context, "error query")
     assert result == (
@@ -971,7 +972,7 @@ async def test_web_search_brave_with_document_backend_unexpected_exception(mocke
 @respx.mock
 async def test_web_search_brave_with_document_backend_model_cannot_retry(mocked_context):
     """Test web_search_brave_with_document_backend handling of ModelCannotRetry."""
-    respx.get(BRAVE_URL).mock(
+    respx.get(BRAVE_WEB_SEARCH_URL).mock(
         return_value=httpx.Response(
             status_code=401,
             json={"error": "Unauthorized"},
@@ -989,7 +990,7 @@ async def test_web_search_brave_with_document_backend_model_cannot_retry(mocked_
 @respx.mock
 async def test_web_search_brave_with_document_backend_rag_search_params(mocked_context):
     """Test web_search_brave_with_document_backend passes correct parameters to RAG search."""
-    respx.get(BRAVE_URL).mock(
+    respx.get(BRAVE_WEB_SEARCH_URL).mock(
         return_value=httpx.Response(
             status_code=200,
             json={

src/backend/chat/tests/views/chat/conversations/test_conversation.py

@@ -190,6 +190,7 @@ def test_post_conversation_data_protocol(api_client, mock_openai_stream):
                 "Today is Friday 25/07/2025.\n\nAnswer in english."
             ),
             "kind": "request",
+            "metadata": None,
             "parts": [
                 {
                     "content": ["Hello"],
@@ -198,15 +199,29 @@ def test_post_conversation_data_protocol(api_client, mock_openai_stream):
                 },
             ],
             "run_id": _run_id,
+            "timestamp": "2025-07-25T10:36:35.297675Z",
         },
         {
             "finish_reason": "stop",
             "kind": "response",
+            "metadata": None,
             "model_name": "test-model",
-            "parts": [{"content": "Hello there", "id": None, "part_kind": "text"}],
-            "provider_details": {"finish_reason": "stop"},
+            "parts": [
+                {
+                    "content": "Hello there",
+                    "id": None,
+                    "part_kind": "text",
+                    "provider_details": None,
+                    "provider_name": None,
+                }
+            ],
+            "provider_details": {
+                "finish_reason": "stop",
+                "timestamp": "2025-07-25T10:36:35.297675Z",
+            },
             "provider_name": "openai",
             "provider_response_id": "chatcmpl-1234567890",
+            "provider_url": "https://www.external-ai-service.com/",
             "timestamp": "2025-07-25T10:36:35.297675Z",
             "usage": {
                 "cache_audio_read_tokens": 0,
@@ -317,6 +332,7 @@ def test_post_conversation_data_protocol_triggers_keepalives(
                 "Answer in english."
             ),
             "kind": "request",
+            "metadata": None,
             "parts": [
                 {
                     "content": ["Hello"],
@@ -325,15 +341,29 @@ def test_post_conversation_data_protocol_triggers_keepalives(
                 },
             ],
             "run_id": _run_id,
+            "timestamp": "2025-07-25T10:36:35.297675Z",
         },
         {
             "finish_reason": "stop",
             "kind": "response",
+            "metadata": None,
             "model_name": "test-model",
-            "parts": [{"content": "Hello there", "id": None, "part_kind": "text"}],
-            "provider_details": {"finish_reason": "stop"},
+            "parts": [
+                {
+                    "content": "Hello there",
+                    "id": None,
+                    "part_kind": "text",
+                    "provider_details": None,
+                    "provider_name": None,
+                }
+            ],
+            "provider_details": {
+                "finish_reason": "stop",
+                "timestamp": "2025-07-25T10:36:35.297675Z",
+            },
             "provider_name": "openai",
             "provider_response_id": "chatcmpl-1234567890",
+            "provider_url": "https://www.external-ai-service.com/",
             "timestamp": "2025-07-25T10:36:35.297675Z",
             "usage": {
                 "cache_audio_read_tokens": 0,
@@ -438,6 +468,7 @@ def test_post_conversation_text_protocol(api_client, mock_openai_stream):
                 "Today is Friday 25/07/2025.\n\nAnswer in english."
             ),
             "kind": "request",
+            "metadata": None,
             "parts": [
                 {
                     "content": ["Hello"],
@@ -446,15 +477,29 @@ def test_post_conversation_text_protocol(api_client, mock_openai_stream):
                 },
             ],
             "run_id": _run_id,
+            "timestamp": "2025-07-25T10:36:35.297675Z",
         },
         {
             "finish_reason": "stop",
             "kind": "response",
+            "metadata": None,
             "model_name": "test-model",
-            "parts": [{"content": "Hello there", "id": None, "part_kind": "text"}],
-            "provider_details": {"finish_reason": "stop"},
+            "parts": [
+                {
+                    "content": "Hello there",
+                    "id": None,
+                    "part_kind": "text",
+                    "provider_details": None,
+                    "provider_name": None,
+                }
+            ],
+            "provider_details": {
+                "finish_reason": "stop",
+                "timestamp": "2025-07-25T10:36:35.297675Z",
+            },
             "provider_name": "openai",
             "provider_response_id": "chatcmpl-1234567890",
+            "provider_url": "https://www.external-ai-service.com/",
             "timestamp": "2025-07-25T10:36:35.297675Z",
             "usage": {
                 "cache_audio_read_tokens": 0,
@@ -624,6 +669,7 @@ def test_post_conversation_with_image(api_client, mock_openai_stream_image):
                 "Today is Friday 25/07/2025.\n\nAnswer in english."
             ),
             "kind": "request",
+            "metadata": None,
             "parts": [
                 {
                     "content": [
@@ -644,15 +690,29 @@ def test_post_conversation_with_image(api_client, mock_openai_stream_image):
                 },
             ],
             "run_id": _run_id,
+            "timestamp": "2025-07-25T10:36:35.297675Z",
         },
         {
             "finish_reason": "stop",
             "kind": "response",
+            "metadata": None,
             "model_name": "test-model",
-            "parts": [{"content": "I see a cat in the picture.", "id": None, "part_kind": "text"}],
-            "provider_details": {"finish_reason": "stop"},
+            "parts": [
+                {
+                    "content": "I see a cat in the picture.",
+                    "id": None,
+                    "part_kind": "text",
+                    "provider_details": None,
+                    "provider_name": None,
+                }
+            ],
+            "provider_details": {
+                "finish_reason": "stop",
+                "timestamp": "2025-07-25T10:36:35.297675Z",
+            },
             "provider_name": "openai",
             "provider_response_id": "chatcmpl-1234567890",
+            "provider_url": "https://www.external-ai-service.com/",
             "timestamp": "2025-07-25T10:36:35.297675Z",
             "usage": {
                 "cache_audio_read_tokens": 0,
@@ -790,6 +850,7 @@ def test_post_conversation_tool_call(api_client, mock_openai_stream_tool, settin
                 "Today is Friday 25/07/2025.\n\nAnswer in english."
             ),
             "kind": "request",
+            "metadata": None,
             "parts": [
                 {
                     "content": ["Weather in Paris?"],
@@ -798,23 +859,31 @@ def test_post_conversation_tool_call(api_client, mock_openai_stream_tool, settin
                 },
             ],
             "run_id": _run_id,
+            "timestamp": "2025-07-25T10:36:35.297675Z",
         },
         {
             "finish_reason": "tool_call",
             "kind": "response",
+            "metadata": None,
             "model_name": "test-model",
             "parts": [
                 {
                     "args": '{"location":"Paris", "unit":"celsius"}',
                     "id": None,
                     "part_kind": "tool-call",
+                    "provider_details": None,
+                    "provider_name": None,
                     "tool_call_id": "xLDcIljdsDrz0idal7tATWSMm2jhMj47",
                     "tool_name": "get_current_weather",
                 }
             ],
-            "provider_details": {"finish_reason": "tool_calls"},
+            "provider_details": {
+                "finish_reason": "tool_calls",
+                "timestamp": "2025-07-25T10:36:35.297675Z",
+            },
             "provider_name": "openai",
             "provider_response_id": "chatcmpl-tool-call",
+            "provider_url": "https://www.external-ai-service.com/",
             "timestamp": "2025-07-25T10:36:35.297675Z",
             "usage": {
                 "cache_audio_read_tokens": 0,
@@ -834,6 +903,7 @@ def test_post_conversation_tool_call(api_client, mock_openai_stream_tool, settin
                 "Today is Friday 25/07/2025.\n\nAnswer in english."
             ),
             "kind": "request",
+            "metadata": None,
             "parts": [
                 {
                     "content": {"location": "Paris", "temperature": 22, "unit": "celsius"},
@@ -845,17 +915,29 @@ def test_post_conversation_tool_call(api_client, mock_openai_stream_tool, settin
                 }
             ],
             "run_id": _run_id,
+            "timestamp": "2025-07-25T10:36:35.297675Z",
         },
         {
             "finish_reason": "stop",
             "kind": "response",
+            "metadata": None,
             "model_name": "test-model",
             "parts": [
-                {"content": "The current weather in Paris is nice", "id": None, "part_kind": "text"}
+                {
+                    "content": "The current weather in Paris is nice",
+                    "id": None,
+                    "part_kind": "text",
+                    "provider_details": None,
+                    "provider_name": None,
+                }
             ],
-            "provider_details": {"finish_reason": "stop"},
+            "provider_details": {
+                "finish_reason": "stop",
+                "timestamp": "2025-07-25T10:36:35.297675Z",
+            },
             "provider_name": "openai",
             "provider_response_id": "chatcmpl-final",
+            "provider_url": "https://www.external-ai-service.com/",
             "timestamp": "2025-07-25T10:36:35.297675Z",
             "usage": {
                 "cache_audio_read_tokens": 0,
@@ -992,6 +1074,7 @@ def test_post_conversation_tool_call_fails(api_client, mock_openai_stream_tool,
                 "Today is Friday 25/07/2025.\n\nAnswer in french."
             ),
             "kind": "request",
+            "metadata": None,
             "parts": [
                 {
                     "content": ["Weather in Paris?"],
@@ -1000,23 +1083,31 @@ def test_post_conversation_tool_call_fails(api_client, mock_openai_stream_tool,
                 },
             ],
             "run_id": _run_id,
+            "timestamp": "2025-07-25T10:36:35.297675Z",
         },
         {
             "finish_reason": "tool_call",
             "kind": "response",
+            "metadata": None,
             "model_name": "test-model",
             "parts": [
                 {
                     "args": '{"location":"Paris", "unit":"celsius"}',
                     "id": None,
                     "part_kind": "tool-call",
+                    "provider_details": None,
+                    "provider_name": None,
                     "tool_call_id": "xLDcIljdsDrz0idal7tATWSMm2jhMj47",
                     "tool_name": "get_current_weather",
                 }
             ],
-            "provider_details": {"finish_reason": "tool_calls"},
+            "provider_details": {
+                "finish_reason": "tool_calls",
+                "timestamp": "2025-07-25T10:36:35.297675Z",
+            },
             "provider_name": "openai",
             "provider_response_id": "chatcmpl-tool-call",
+            "provider_url": "https://www.external-ai-service.com/",
             "timestamp": "2025-07-25T10:36:35.297675Z",
             "usage": {
                 "cache_audio_read_tokens": 0,
@@ -1036,6 +1127,7 @@ def test_post_conversation_tool_call_fails(api_client, mock_openai_stream_tool,
                 "Today is Friday 25/07/2025.\n\nAnswer in french."
             ),
             "kind": "request",
+            "metadata": None,
             "parts": [
                 {
                     "content": "Unknown tool name: 'get_current_weather'. No tools available.",
@@ -1046,17 +1138,29 @@ def test_post_conversation_tool_call_fails(api_client, mock_openai_stream_tool,
                 }
             ],
             "run_id": _run_id,
+            "timestamp": "2025-07-25T10:36:35.297675Z",
         },
         {
             "finish_reason": "stop",
             "kind": "response",
+            "metadata": None,
             "model_name": "test-model",
             "parts": [
-                {"content": "I cannot give you an answer to that.", "id": None, "part_kind": "text"}
+                {
+                    "content": "I cannot give you an answer to that.",
+                    "id": None,
+                    "part_kind": "text",
+                    "provider_details": None,
+                    "provider_name": None,
+                }
             ],
-            "provider_details": {"finish_reason": "stop"},
+            "provider_details": {
+                "finish_reason": "stop",
+                "timestamp": "2025-07-25T10:36:35.297675Z",
+            },
             "provider_name": "openai",
             "provider_response_id": "chatcmpl-final",
+            "provider_url": "https://www.external-ai-service.com/",
             "timestamp": "2025-07-25T10:36:35.297675Z",
             "usage": {
                 "cache_audio_read_tokens": 0,
@@ -1302,6 +1406,7 @@ def test_post_conversation_data_protocol_no_stream(
                 "You are an amazing assistant.\n\nToday is Friday 25/07/2025.\n\nAnswer in english."
             ),
             "kind": "request",
+            "metadata": None,
             "parts": [
                 {
                     "content": ["Why the sky is blue?"],
@@ -1310,10 +1415,12 @@ def test_post_conversation_data_protocol_no_stream(
                 },
             ],
             "run_id": _run_id,
+            "timestamp": "2025-07-25T10:36:35.297675Z",
         },
         {
             "finish_reason": "stop",
             "kind": "response",
+            "metadata": None,
             "model_name": "mistralai/Mistral-Small-3.2-24B-Instruct-2506",
             "parts": [
                 {
@@ -1321,12 +1428,18 @@ def test_post_conversation_data_protocol_no_stream(
                     "Rayleigh scattering.",
                     "id": None,
                     "part_kind": "text",
+                    "provider_details": None,
+                    "provider_name": None,
                 }
             ],
-            "provider_details": {"finish_reason": "stop"},
+            "provider_details": {
+                "finish_reason": "stop",
+                "timestamp": "2025-09-22T14:13:49Z",
+            },
             "provider_name": "openai",
             "provider_response_id": "chatcmpl-92c413bb5a45426299335d0621324654",
-            "timestamp": "2025-09-22T14:13:49Z",
+            "provider_url": "https://www.external-ai-service.com",
+            "timestamp": "2025-07-25T10:36:35.297675Z",
             "usage": {
                 "cache_audio_read_tokens": 0,
                 "cache_read_tokens": 0,
@@ -1442,6 +1555,7 @@ async def test_post_conversation_async(api_client, mock_openai_stream, monkeypat
                 "Today is Friday 25/07/2025.\n\nAnswer in english."
             ),
             "kind": "request",
+            "metadata": None,
             "parts": [
                 {
                     "content": ["Hello"],
@@ -1450,15 +1564,29 @@ async def test_post_conversation_async(api_client, mock_openai_stream, monkeypat
                 },
             ],
             "run_id": _run_id,
+            "timestamp": "2025-07-25T10:36:35.297675Z",
         },
         {
             "finish_reason": "stop",
             "kind": "response",
+            "metadata": None,
             "model_name": "test-model",
-            "parts": [{"content": "Hello there", "id": None, "part_kind": "text"}],
-            "provider_details": {"finish_reason": "stop"},
+            "parts": [
+                {
+                    "content": "Hello there",
+                    "id": None,
+                    "part_kind": "text",
+                    "provider_details": None,
+                    "provider_name": None,
+                }
+            ],
+            "provider_details": {
+                "finish_reason": "stop",
+                "timestamp": "2025-07-25T10:36:35.297675Z",
+            },
             "provider_name": "openai",
             "provider_response_id": "chatcmpl-1234567890",
+            "provider_url": "https://www.external-ai-service.com/",
             "timestamp": "2025-07-25T10:36:35.297675Z",
             "usage": {
                 "cache_audio_read_tokens": 0,
@@ -1582,6 +1710,7 @@ async def test_post_conversation_async_triggers_keepalive(
                 "Today is Friday 25/07/2025.\n\nAnswer in english."
             ),
             "kind": "request",
+            "metadata": None,
             "parts": [
                 {
                     "content": ["Hello"],
@@ -1590,15 +1719,29 @@ async def test_post_conversation_async_triggers_keepalive(
                 },
             ],
             "run_id": _run_id,
+            "timestamp": ANY,
         },
         {
             "finish_reason": "stop",
             "kind": "response",
+            "metadata": None,
             "model_name": "test-model",
-            "parts": [{"content": "Hello there", "id": None, "part_kind": "text"}],
-            "provider_details": {"finish_reason": "stop"},
+            "parts": [
+                {
+                    "content": "Hello there",
+                    "id": None,
+                    "part_kind": "text",
+                    "provider_details": None,
+                    "provider_name": None,
+                }
+            ],
+            "provider_details": {
+                "finish_reason": "stop",
+                "timestamp": ANY,
+            },
             "provider_name": "openai",
             "provider_response_id": "chatcmpl-1234567890",
+            "provider_url": "https://www.external-ai-service.com/",
             "timestamp": ANY,
             "usage": {
                 "cache_audio_read_tokens": 0,

src/backend/chat/tests/views/chat/conversations/test_conversation_with_document_upload.py

@@ -273,7 +273,7 @@ def test_post_conversation_with_document_upload(
     api_client,
     mock_document_api,  # pylint: disable=unused-argument
     sample_pdf_content,
-    today_promt_date,
+    today_prompt_date,
     mock_ai_agent_service,
 ):
     """
@@ -409,7 +409,7 @@ def test_post_conversation_with_document_upload(
 
     assert chat_conversation.pydantic_messages[0] == {
         "instructions": "You are a helpful test assistant :)\n\n"
-        f"{today_promt_date}\n\n"
+        f"{today_prompt_date}\n\n"
         "Answer in english.\n\n"
         "Use document_search_rag ONLY to retrieve specific passages from "
         "attached documents. Do NOT use it to summarize; for summaries, "
@@ -424,6 +424,7 @@ def test_post_conversation_with_document_upload(
         "Do not request re-upload of documents; consider them already "
         "available via the internal store.",
         "kind": "request",
+        "metadata": None,
         "parts": [
             {
                 "content": ["What does the document say?"],
@@ -432,10 +433,12 @@ def test_post_conversation_with_document_upload(
             },
         ],
         "run_id": _run_id,
+        "timestamp": timezone_now,
     }
     assert chat_conversation.pydantic_messages[1] == {
         "finish_reason": None,
         "kind": "response",
+        "metadata": None,
         "model_name": "function::agent_model",
         "parts": [
             {
@@ -444,11 +447,14 @@ def test_post_conversation_with_document_upload(
                 "part_kind": "tool-call",
                 "tool_call_id": chat_conversation.pydantic_messages[1]["parts"][0]["tool_call_id"],
                 "tool_name": "document_search_rag",
+                "provider_details": None,
+                "provider_name": None,
             }
         ],
         "provider_details": None,
         "provider_name": None,
         "provider_response_id": None,
+        "provider_url": None,
         "timestamp": timezone_now,
         "usage": {
             "cache_audio_read_tokens": 0,
@@ -465,7 +471,7 @@ def test_post_conversation_with_document_upload(
     assert chat_conversation.pydantic_messages[2] == {
         "instructions": (
             "You are a helpful test assistant :)\n\n"
-            f"{today_promt_date}\n\n"
+            f"{today_prompt_date}\n\n"
             "Answer in english.\n\n"
             "Use document_search_rag ONLY to retrieve specific passages from "
             "attached documents. Do NOT use it to summarize; for summaries, "
@@ -481,6 +487,7 @@ def test_post_conversation_with_document_upload(
             "available via the internal store."
         ),
         "kind": "request",
+        "metadata": None,
         "parts": [
             {
                 "content": [
@@ -498,21 +505,26 @@ def test_post_conversation_with_document_upload(
             }
         ],
         "run_id": _run_id,
+        "timestamp": timezone_now,
     }
     assert chat_conversation.pydantic_messages[3] == {
         "finish_reason": None,
         "kind": "response",
+        "metadata": None,
         "model_name": "function::agent_model",
         "parts": [
             {
                 "content": "From the document, I can see that it says 'Hello PDF'.",
                 "id": None,
                 "part_kind": "text",
+                "provider_details": None,
+                "provider_name": None,
             }
         ],
         "provider_details": None,
         "provider_name": None,
         "provider_response_id": None,
+        "provider_url": None,
         "timestamp": timezone_now,
         "usage": {
             "cache_audio_read_tokens": 0,
@@ -602,7 +614,7 @@ def test_post_conversation_with_document_upload_summarize(  # pylint: disable=to
     api_client,
     mock_document_api,  # pylint: disable=unused-argument
     sample_pdf_content,
-    today_promt_date,
+    today_prompt_date,
     mock_ai_agent_service,
     mock_summarization_agent,  # pylint: disable=unused-argument
 ):
@@ -739,7 +751,7 @@ def test_post_conversation_with_document_upload_summarize(  # pylint: disable=to
     assert chat_conversation.pydantic_messages[0] == {
         "instructions": (
             "You are a helpful test assistant :)\n\n"
-            f"{today_promt_date}\n\n"
+            f"{today_prompt_date}\n\n"
             "Answer in english.\n\n"
             "Use document_search_rag ONLY to retrieve specific passages from "
             "attached documents. Do NOT use it to summarize; for summaries, "
@@ -755,6 +767,7 @@ def test_post_conversation_with_document_upload_summarize(  # pylint: disable=to
             "available via the internal store."
         ),
         "kind": "request",
+        "metadata": None,
         "parts": [
             {
                 "content": ["Make a summary of this document."],
@@ -763,10 +776,12 @@ def test_post_conversation_with_document_upload_summarize(  # pylint: disable=to
             },
         ],
         "run_id": _run_id,
+        "timestamp": timezone_now,
     }
     assert chat_conversation.pydantic_messages[1] == {
         "finish_reason": None,
         "kind": "response",
+        "metadata": None,
         "model_name": "function::agent_model",
         "parts": [
             {
@@ -775,11 +790,14 @@ def test_post_conversation_with_document_upload_summarize(  # pylint: disable=to
                 "part_kind": "tool-call",
                 "tool_call_id": chat_conversation.pydantic_messages[1]["parts"][0]["tool_call_id"],
                 "tool_name": "summarize",
+                "provider_details": None,
+                "provider_name": None,
             }
         ],
         "provider_details": None,
         "provider_name": None,
         "provider_response_id": None,
+        "provider_url": None,
         "timestamp": timezone_now,
         "usage": {
             "cache_audio_read_tokens": 0,
@@ -796,7 +814,7 @@ def test_post_conversation_with_document_upload_summarize(  # pylint: disable=to
     assert chat_conversation.pydantic_messages[2] == {
         "instructions": (
             "You are a helpful test assistant :)\n\n"
-            f"{today_promt_date}\n\n"
+            f"{today_prompt_date}\n\n"
             "Answer in english.\n\n"
             "Use document_search_rag ONLY to retrieve specific passages from "
             "attached documents. Do NOT use it to summarize; for summaries, "
@@ -812,6 +830,7 @@ def test_post_conversation_with_document_upload_summarize(  # pylint: disable=to
             "available via the internal store."
         ),
         "kind": "request",
+        "metadata": None,
         "parts": [
             {
                 "content": "The document discusses various topics.",
@@ -823,17 +842,26 @@ def test_post_conversation_with_document_upload_summarize(  # pylint: disable=to
             }
         ],
         "run_id": _run_id,
+        "timestamp": timezone_now,
     }
     assert chat_conversation.pydantic_messages[3] == {
         "finish_reason": None,
         "kind": "response",
+        "metadata": None,
         "model_name": "function::agent_model",
         "parts": [
-            {"content": "The document discusses various topics.", "id": None, "part_kind": "text"}
+            {
+                "content": "The document discusses various topics.",
+                "id": None,
+                "part_kind": "text",
+                "provider_details": None,
+                "provider_name": None,
+            }
         ],
         "provider_details": None,
         "provider_name": None,
         "provider_response_id": None,
+        "provider_url": None,
         "timestamp": timezone_now,
         "usage": {
             "cache_audio_read_tokens": 0,

src/backend/chat/tests/views/chat/conversations/test_conversation_with_document_url.py

@@ -73,12 +73,13 @@ def test_post_conversation_with_local_pdf_document_url(
     # pylint: disable=too-many-arguments,too-many-positional-arguments
     api_client,
     sample_document_content,
-    today_promt_date,
+    today_prompt_date,
     mock_ai_agent_service,
 ):
     """
     Test POST to /api/v1/chats/{pk}/conversation/ with a document URL.
     """
+
     responses.post(
         "https://albert.api.etalab.gouv.fr/v1/collections",
         json={"id": 123, "object": "collection"},
@@ -140,7 +141,7 @@ def test_post_conversation_with_local_pdf_document_url(
                 ],
                 instructions=(
                     "You are a helpful test assistant :)\n\n"
-                    f"{today_promt_date}\n\n"
+                    f"{today_prompt_date}\n\n"
                     "Answer in english.\n\n"
                     "Use document_search_rag ONLY to retrieve specific passages from attached "
                     "documents. Do NOT use it to summarize; for summaries, call the summarize "
@@ -156,6 +157,7 @@ def test_post_conversation_with_local_pdf_document_url(
                     "via the internal store."
                 ),
                 run_id=messages[0].run_id,
+                timestamp=timezone.now(),
             )
         ]
         yield "This is a document about a single pixel."
@@ -229,7 +231,7 @@ def test_post_conversation_with_local_pdf_document_url(
     assert chat_conversation.pydantic_messages == [
         {
             "instructions": "You are a helpful test assistant :)\n\n"
-            f"{today_promt_date}\n\n"
+            f"{today_prompt_date}\n\n"
             "Answer in english.\n"
             "\n"
             "Use document_search_rag ONLY to retrieve specific passages "
@@ -249,6 +251,7 @@ def test_post_conversation_with_local_pdf_document_url(
             "conversation. Do not request re-upload of documents; "
             "consider them already available via the internal store.",
             "kind": "request",
+            "metadata": None,
             "parts": [
                 {
                     "content": [
@@ -259,21 +262,26 @@ def test_post_conversation_with_local_pdf_document_url(
                 },
             ],
             "run_id": _run_id,
+            "timestamp": timestamp,
         },
         {
             "finish_reason": None,
             "kind": "response",
+            "metadata": None,
             "model_name": "function::agent_model",
             "parts": [
                 {
                     "content": "This is a document about a single pixel.",
                     "id": None,
                     "part_kind": "text",
+                    "provider_details": None,
+                    "provider_name": None,
                 }
             ],
             "provider_details": None,
             "provider_name": None,
             "provider_response_id": None,
+            "provider_url": None,
             "timestamp": timestamp,
             "usage": {
                 "cache_audio_read_tokens": 0,
@@ -545,6 +553,7 @@ def test_post_conversation_with_local_document_url_in_history(  # pylint: disabl
         assert presigned_url.find("X-Amz-Signature=") != -1
         assert presigned_url.find("X-Amz-Date=") != -1
         assert presigned_url.find("X-Amz-Expires=") != -1
+        timestamp_now = timezone.now()
 
         assert messages == [
             ModelRequest(
@@ -558,7 +567,7 @@ def test_post_conversation_with_local_document_url_in_history(  # pylint: disabl
                                 identifier="sample.pdf",
                             ),
                         ],
-                        timestamp=timezone.now(),
+                        timestamp=timestamp_now,
                     ),
                 ],
                 instructions="You are a helpful test assistant :)\n\n"
@@ -570,7 +579,7 @@ def test_post_conversation_with_local_document_url_in_history(  # pylint: disabl
                 parts=[TextPart(content="This is a document about a single pixel.")],
                 usage=RequestUsage(input_tokens=50, output_tokens=9),
                 model_name="function::agent_model",
-                timestamp=timezone.now(),
+                timestamp=timestamp_now,
                 run_id=messages[1].run_id,
             ),
             ModelRequest(
@@ -579,9 +588,10 @@ def test_post_conversation_with_local_document_url_in_history(  # pylint: disabl
                         content=[
                             "Give more details about this document.",
                         ],
-                        timestamp=timezone.now(),
+                        timestamp=timestamp_now,
                     )
                 ],
+                timestamp=timestamp_now,
                 instructions="You are a helpful test assistant :)\n\n"
                 "Today is Saturday 18/10/2025.\n\n"
                 "Answer in english.",
@@ -738,6 +748,7 @@ def test_post_conversation_with_local_document_url_in_history(  # pylint: disabl
             "instructions": "You are a helpful test assistant :)\n\n"
             "Today is Saturday 18/10/2025.\n\n"
             "Answer in english.",
+            "metadata": None,
             "kind": "request",
             "parts": [
                 {
@@ -747,21 +758,26 @@ def test_post_conversation_with_local_document_url_in_history(  # pylint: disabl
                 }
             ],
             "run_id": _run_id,
+            "timestamp": "2025-10-18T20:48:20.286204Z",
         },
         {
             "finish_reason": None,
             "kind": "response",
+            "metadata": None,
             "model_name": "function::agent_model",
             "parts": [
                 {
                     "content": "This is a document of square, very small and nice.",
                     "id": None,
                     "part_kind": "text",
+                    "provider_details": None,
+                    "provider_name": None,
                 }
             ],
             "provider_details": None,
             "provider_name": None,
             "provider_response_id": None,
+            "provider_url": None,
             "timestamp": "2025-10-18T20:48:20.286204Z",
             "usage": {
                 "cache_audio_read_tokens": 0,
@@ -791,7 +807,7 @@ def test_post_conversation_with_local_document_url_in_history(  # pylint: disabl
 def test_post_conversation_with_local_not_pdf_document_url(
     # pylint: disable=too-many-arguments,too-many-positional-arguments
     api_client,
-    today_promt_date,
+    today_prompt_date,
     mock_ai_agent_service,
     file_name,
     content_type,
@@ -853,6 +869,8 @@ def test_post_conversation_with_local_not_pdf_document_url(
     )
 
     async def agent_model(messages: list[ModelMessage], _info: AgentInfo):
+        timestamp_now = timezone.now()
+
         assert messages == [
             ModelRequest(
                 parts=[
@@ -861,12 +879,13 @@ def test_post_conversation_with_local_not_pdf_document_url(
                             "What is in this document?",
                             # No presigned URL for non-PDF documents (not supporter by LLM)
                         ],
-                        timestamp=timezone.now(),
+                        timestamp=timestamp_now,
                     ),
                 ],
+                timestamp=timestamp_now,
                 instructions=(
                     "You are a helpful test assistant :)\n\n"
-                    f"{today_promt_date}\n\n"
+                    f"{today_prompt_date}\n\n"
                     "Answer in english.\n\n"
                     "Use document_search_rag ONLY to retrieve specific passages from "
                     "attached documents. Do NOT use it to summarize; for summaries, "
@@ -957,7 +976,7 @@ def test_post_conversation_with_local_not_pdf_document_url(
         {
             "instructions": (
                 "You are a helpful test assistant :)\n\n"
-                f"{today_promt_date}\n\n"
+                f"{today_prompt_date}\n\n"
                 "Answer in english.\n\n"
                 "Use document_search_rag ONLY to retrieve specific passages from "
                 "attached documents. Do NOT use it to summarize; for summaries, "
@@ -974,6 +993,7 @@ def test_post_conversation_with_local_not_pdf_document_url(
                 "consider them already available via the internal store."
             ),
             "kind": "request",
+            "metadata": None,
             "parts": [
                 {
                     "content": [
@@ -984,21 +1004,26 @@ def test_post_conversation_with_local_not_pdf_document_url(
                 },
             ],
             "run_id": _run_id,
+            "timestamp": timestamp,
         },
         {
             "finish_reason": None,
             "kind": "response",
+            "metadata": None,
             "model_name": "function::agent_model",
             "parts": [
                 {
                     "content": "This is a document about you.",
                     "id": None,
                     "part_kind": "text",
+                    "provider_details": None,
+                    "provider_name": None,
                 }
             ],
             "provider_details": None,
             "provider_name": None,
             "provider_response_id": None,
+            "provider_url": None,
             "timestamp": timestamp,
             "usage": {
                 "cache_audio_read_tokens": 0,

src/backend/chat/tests/views/chat/conversations/test_conversation_with_history.py

@@ -29,6 +29,10 @@ from chat.tests.utils import replace_uuids_with_placeholder
 pytestmark = pytest.mark.django_db(transaction=True)
 
 
+PYAI_CURRENT = "current"
+PYAI_V1_17 = "v1.17"
+
+
 @pytest.fixture(autouse=True)
 def ai_settings(settings):
     """Fixture to set AI service URLs for testing."""
@@ -41,17 +45,9 @@ def ai_settings(settings):
     return settings
 
 
-@pytest.fixture(name="history_conversation")
-def history_conversation_fixture():
-    """Create a conversation with existing message history."""
-    # Create a timestamp for the first message
-    history_timestamp = timezone.now().replace(year=2025, month=6, day=15, hour=10, minute=30)
-
-    # Create a conversation with pre-existing messages
-    conversation = ChatConversationFactory()
-
-    # Add previous user and assistant messages
-    conversation.messages = [
+def build__history_conversation_ui_messages(history_timestamp):
+    """Build ui messages list for fixtures."""
+    return [
         UIMessage(
             id="prev-user-msg-1",
             createdAt=history_timestamp,
@@ -120,94 +116,205 @@ def history_conversation_fixture():
         ),
     ]
 
+
+@pytest.fixture(name="history_conversation")
+def history_conversation_fixture(request):
+    """Create a conversation with existing message history according to pydantic ai version."""
+
+    # Create a timestamp for the first message
+    history_timestamp = timezone.now().replace(year=2025, month=6, day=15, hour=10, minute=30)
+
+    # Create a conversation with pre-existing messages
+    conversation = ChatConversationFactory()
+    pyai_version = getattr(request, "param", PYAI_CURRENT)
+    # Add previous user and assistant messages
+    if pyai_version == PYAI_V1_17:
+        conversation.pydantic_messages = [
+            {
+                "instructions": None,
+                "kind": "request",
+                "parts": [
+                    {
+                        "content": "You are a helpful test assistant :)",
+                        "dynamic_ref": None,
+                        "part_kind": "system-prompt",
+                        "timestamp": "2025-06-15T10:30:00.000000Z",
+                    },
+                    {
+                        "content": ["How does machine learning work?"],
+                        "part_kind": "user-prompt",
+                        "timestamp": "2025-06-15T10:30:00.000000Z",
+                    },
+                ],
+            },
+            {
+                "kind": "response",
+                "model_name": "test-model",
+                "parts": [
+                    {
+                        "content": (
+                            "Machine learning is a branch of artificial intelligence that "
+                            "focuses on building systems that learn from data."
+                        ),
+                        "part_kind": "text",
+                    }
+                ],
+                "timestamp": "2025-06-15T10:31:00.000000Z",
+                "usage": {
+                    "details": None,
+                    "request_tokens": 10,
+                    "requests": 1,
+                    "response_tokens": 20,
+                    "total_tokens": 30,
+                },
+                "vendor_details": None,
+                "vendor_id": None,
+            },
+            {
+                "instructions": None,
+                "kind": "request",
+                "parts": [
+                    {
+                        "content": ["What are neural networks?"],
+                        "part_kind": "user-prompt",
+                        "timestamp": "2025-06-15T10:32:00.000000Z",
+                    },
+                ],
+            },
+            {
+                "kind": "response",
+                "model_name": "test-model",
+                "parts": [
+                    {
+                        "content": (
+                            "Neural networks are computing systems inspired by the "
+                            "biological neural networks in animal brains."
+                        ),
+                        "part_kind": "text",
+                    }
+                ],
+                "timestamp": "2025-06-15T10:33:00.000000Z",
+                "usage": {
+                    "details": None,
+                    "request_tokens": 5,
+                    "requests": 1,
+                    "response_tokens": 15,
+                    "total_tokens": 20,
+                },
+                "vendor_details": None,
+                "vendor_id": None,
+            },
+        ]
+    else:
+        conversation.pydantic_messages = [
+            {
+                "instructions": None,
+                "kind": "request",
+                "parts": [
+                    {
+                        "content": "You are a helpful test assistant :)",
+                        "dynamic_ref": None,
+                        "part_kind": "system-prompt",
+                        "timestamp": "2025-06-15T10:30:00.000000Z",
+                    },
+                    {
+                        "content": ["How does machine learning work?"],
+                        "part_kind": "user-prompt",
+                        "timestamp": "2025-06-15T10:30:00.000000Z",
+                    },
+                ],
+            },
+            {
+                "kind": "response",
+                "model_name": "test-model",
+                "parts": [
+                    {
+                        "content": (
+                            "Machine learning is a branch of artificial intelligence that "
+                            "focuses on building systems that learn from data."
+                        ),
+                        "part_kind": "text",
+                        "provider_details": {
+                            "finish_reason": "stop",
+                            "timestamp": "2025-07-25T10:36:35.297675Z",
+                        },
+                        "provider_name": "some model",
+                    }
+                ],
+                "timestamp": "2025-06-15T10:31:00.000000Z",
+                "usage": {
+                    "details": None,
+                    "request_tokens": 10,
+                    "requests": 1,
+                    "response_tokens": 20,
+                    "total_tokens": 30,
+                },
+                "provider_details": None,
+                "vendor_id": None,
+            },
+            {
+                "instructions": None,
+                "kind": "request",
+                "parts": [
+                    {
+                        "content": ["What are neural networks?"],
+                        "part_kind": "user-prompt",
+                        "timestamp": "2025-06-15T10:32:00.000000Z",
+                    },
+                ],
+            },
+            {
+                "kind": "response",
+                "metadata": None,
+                "model_name": "test-model",
+                "finish_reason": "stop",
+                "parts": [
+                    {
+                        "content": (
+                            "Neural networks are computing systems inspired by the "
+                            "biological neural networks in animal brains."
+                        ),
+                        "part_kind": "text",
+                        "provider_details": {
+                            "finish_reason": "stop",
+                            "timestamp": "2025-07-25T10:36:35.297675Z",
+                        },
+                        "provider_name": "test-model",
+                        "provider_url": "https://www.external-ai-service.com/",
+                    }
+                ],
+                "timestamp": "2025-06-15T10:33:00.000000Z",
+                "usage": {
+                    "details": None,
+                    "request_tokens": 5,
+                    "requests": 1,
+                    "response_tokens": 15,
+                    "total_tokens": 20,
+                },
+                "provider_details": {
+                    "timestamp": "2025-07-25T10:36:35.297675Z",
+                    "finish_reason": "stop",
+                },
+                "provider_name": "test-model",
+                "provider_response_id": "xyz",
+            },
+        ]
+
     # Set up the OpenAI message format as well
-    conversation.pydantic_messages = [
-        {
-            "instructions": None,
-            "kind": "request",
-            "parts": [
-                {
-                    "content": "You are a helpful test assistant :)",
-                    "dynamic_ref": None,
-                    "part_kind": "system-prompt",
-                    "timestamp": "2025-06-15T10:30:00.000000Z",
-                },
-                {
-                    "content": ["How does machine learning work?"],
-                    "part_kind": "user-prompt",
-                    "timestamp": "2025-06-15T10:30:00.000000Z",
-                },
-            ],
-        },
-        {
-            "kind": "response",
-            "model_name": "test-model",
-            "parts": [
-                {
-                    "content": (
-                        "Machine learning is a branch of artificial intelligence that "
-                        "focuses on building systems that learn from data."
-                    ),
-                    "part_kind": "text",
-                }
-            ],
-            "timestamp": "2025-06-15T10:31:00.000000Z",
-            "usage": {
-                "details": None,
-                "request_tokens": 10,
-                "requests": 1,
-                "response_tokens": 20,
-                "total_tokens": 30,
-            },
-            "vendor_details": None,
-            "vendor_id": None,
-        },
-        {
-            "instructions": None,
-            "kind": "request",
-            "parts": [
-                {
-                    "content": ["What are neural networks?"],
-                    "part_kind": "user-prompt",
-                    "timestamp": "2025-06-15T10:32:00.000000Z",
-                },
-            ],
-        },
-        {
-            "kind": "response",
-            "model_name": "test-model",
-            "parts": [
-                {
-                    "content": (
-                        "Neural networks are computing systems inspired by the "
-                        "biological neural networks in animal brains."
-                    ),
-                    "part_kind": "text",
-                }
-            ],
-            "timestamp": "2025-06-15T10:33:00.000000Z",
-            "usage": {
-                "details": None,
-                "request_tokens": 5,
-                "requests": 1,
-                "response_tokens": 15,
-                "total_tokens": 20,
-            },
-            "vendor_details": None,
-            "vendor_id": None,
-        },
-    ]
+    conversation.messages = build__history_conversation_ui_messages(history_timestamp)
 
     conversation.save()
     return conversation
 
 
+@pytest.mark.parametrize("history_conversation", [PYAI_CURRENT, PYAI_V1_17], indirect=True)
 @freeze_time("2025-07-25T10:36:35.297675Z")
 @respx.mock
 def test_post_conversation_data_protocol_with_history(
     api_client, mock_openai_stream, history_conversation
 ):
     """Test posting messages to a conversation with history using the 'data' protocol."""
+
     url = f"/api/v1.0/chats/{history_conversation.pk}/conversation/?protocol=data"
     data = {
         "messages": [
@@ -1028,6 +1135,7 @@ def history_conversation_with_tool_fixture():
         },
         {
             "kind": "response",
+            "metadata": None,
             "model_name": "test-model",
             "parts": [
                 {
@@ -1069,6 +1177,7 @@ def history_conversation_with_tool_fixture():
         },
         {
             "kind": "response",
+            "metadata": None,
             "model_name": "test-model",
             "parts": [
                 {
@@ -1102,6 +1211,7 @@ def history_conversation_with_tool_fixture():
         },
         {
             "kind": "response",
+            "metadata": None,
             "model_name": "test-model",
             "parts": [
                 {
@@ -1148,6 +1258,7 @@ def history_conversation_with_tool_fixture():
         },
         {
             "kind": "response",
+            "metadata": None,
             "model_name": "test-model",
             "parts": [
                 {
@@ -1384,6 +1495,7 @@ def test_post_conversation_with_existing_tool_history(
         "Today is Friday 25/07/2025.\n\n"
         "Answer in dutch.",
         "kind": "request",
+        "metadata": None,
         "parts": [
             {
                 "content": ["How about Paris weather?"],
@@ -1392,24 +1504,32 @@ def test_post_conversation_with_existing_tool_history(
             }
         ],
         "run_id": _run_id,
+        "timestamp": "2025-07-25T10:36:35.297675Z",
     }
 
     assert history_conversation_with_tool.pydantic_messages[9] == {
         "finish_reason": "tool_call",
         "kind": "response",
+        "metadata": None,
         "model_name": "test-model",
         "parts": [
             {
                 "args": '{"location":"Paris", "unit":"celsius"}',
                 "id": None,
                 "part_kind": "tool-call",
+                "provider_details": None,
+                "provider_name": None,
                 "tool_call_id": "xLDcIljdsDrz0idal7tATWSMm2jhMj47",
                 "tool_name": "get_current_weather",
             }
         ],
-        "provider_details": {"finish_reason": "tool_calls"},
+        "provider_details": {
+            "finish_reason": "tool_calls",
+            "timestamp": "2025-07-25T10:36:35.297675Z",
+        },
         "provider_name": "openai",
         "provider_response_id": "chatcmpl-tool-call",
+        "provider_url": "https://www.external-ai-service.com/",
         "timestamp": "2025-07-25T10:36:35.297675Z",
         "usage": {
             "cache_audio_read_tokens": 0,
@@ -1429,6 +1549,7 @@ def test_post_conversation_with_existing_tool_history(
         "Today is Friday 25/07/2025.\n\n"
         "Answer in dutch.",
         "kind": "request",
+        "metadata": None,
         "parts": [
             {
                 "content": {"location": "Paris", "temperature": 22, "unit": "celsius"},
@@ -1440,18 +1561,30 @@ def test_post_conversation_with_existing_tool_history(
             }
         ],
         "run_id": _run_id,
+        "timestamp": "2025-07-25T10:36:35.297675Z",
     }
 
     assert history_conversation_with_tool.pydantic_messages[11] == {
         "finish_reason": "stop",
         "kind": "response",
+        "metadata": None,
         "model_name": "test-model",
         "parts": [
-            {"content": "The current weather in Paris is nice", "id": None, "part_kind": "text"}
+            {
+                "content": "The current weather in Paris is nice",
+                "id": None,
+                "part_kind": "text",
+                "provider_details": None,
+                "provider_name": None,
+            }
         ],
-        "provider_details": {"finish_reason": "stop"},
+        "provider_details": {
+            "finish_reason": "stop",
+            "timestamp": "2025-07-25T10:36:35.297675Z",
+        },
         "provider_name": "openai",
         "provider_response_id": "chatcmpl-final",
+        "provider_url": "https://www.external-ai-service.com/",
         "timestamp": "2025-07-25T10:36:35.297675Z",
         "usage": {
             "cache_audio_read_tokens": 0,

src/backend/chat/tests/views/chat/conversations/test_conversation_with_image_url.py

@@ -92,6 +92,7 @@ def test_post_conversation_with_local_image_url(
         assert presigned_url.find("X-Amz-Date=") != -1
         assert presigned_url.find("X-Amz-Expires=") != -1
         formatted_date = formats.date_format(timezone.now(), "l d/m/Y", use_l10n=False)
+
         assert messages == [
             ModelRequest(
                 parts=[
@@ -110,6 +111,7 @@ def test_post_conversation_with_local_image_url(
                 instructions="You are a helpful test assistant :)\n\nToday is "
                 f"{formatted_date}.\n\nAnswer in english.",
                 run_id=messages[0].run_id,
+                timestamp=timezone.now(),
             )
         ]
         yield "This is an image of a single pixel."
@@ -181,6 +183,7 @@ def test_post_conversation_with_local_image_url(
             "instructions": "You are a helpful test assistant :)\n\n"
             "Today is Saturday 18/10/2025.\n\nAnswer in english.",
             "kind": "request",
+            "metadata": None,
             "parts": [
                 {
                     "content": [
@@ -199,17 +202,26 @@ def test_post_conversation_with_local_image_url(
                 },
             ],
             "run_id": _run_id,
+            "timestamp": "2025-10-18T20:48:20.286204Z",
         },
         {
             "finish_reason": None,
             "kind": "response",
+            "metadata": None,
             "model_name": "function::agent_model",
             "parts": [
-                {"content": "This is an image of a single pixel.", "id": None, "part_kind": "text"}
+                {
+                    "content": "This is an image of a single pixel.",
+                    "id": None,
+                    "part_kind": "text",
+                    "provider_details": None,
+                    "provider_name": None,
+                }
             ],
             "provider_details": None,
             "provider_name": None,
             "provider_response_id": None,
+            "provider_url": None,
             "timestamp": "2025-10-18T20:48:20.286204Z",
             "usage": {
                 "cache_audio_read_tokens": 0,
@@ -229,7 +241,7 @@ def test_post_conversation_with_local_image_url(
 @freeze_time()
 def test_post_conversation_with_local_image_wrong_url(
     api_client,
-    today_promt_date,
+    today_prompt_date,
     mock_ai_agent_service,
 ):
     """
@@ -275,7 +287,8 @@ def test_post_conversation_with_local_image_wrong_url(
                         timestamp=timezone.now(),
                     ),
                 ],
-                instructions=f"You are a helpful test assistant :)\n\n{today_promt_date}"
+                timestamp=timezone.now(),
+                instructions=f"You are a helpful test assistant :)\n\n{today_prompt_date}"
                 "\n\nAnswer in english.",
                 run_id=messages[0].run_id,
             )
@@ -314,7 +327,7 @@ def test_post_conversation_with_local_image_wrong_url(
 @freeze_time()
 def test_post_conversation_with_remote_image_url(
     api_client,
-    today_promt_date,
+    today_prompt_date,
     mock_ai_agent_service,
 ):
     """
@@ -361,8 +374,9 @@ def test_post_conversation_with_remote_image_url(
                     ),
                 ],
                 instructions="You are a helpful test assistant :)\n\n"
-                f"{today_promt_date}\n\nAnswer in english.",
+                f"{today_prompt_date}\n\nAnswer in english.",
                 run_id=messages[0].run_id,
+                timestamp=timezone.now(),
             )
         ]
         yield "This is an image of a single pixel."
@@ -432,7 +446,7 @@ def test_post_conversation_with_remote_image_url(
 @freeze_time("2025-10-18T20:48:20.286204Z")
 def test_post_conversation_with_local_image_url_in_history(
     api_client,
-    today_promt_date,
+    today_prompt_date,
     mock_ai_agent_service,
 ):
     """
@@ -475,7 +489,7 @@ def test_post_conversation_with_local_image_url_in_history(
         ],
         pydantic_messages=[
             {
-                "instructions": f"You are a helpful test assistant :)\n\n{today_promt_date}"
+                "instructions": f"You are a helpful test assistant :)\n\n{today_prompt_date}"
                 "\n\nAnswer in english.",
                 "kind": "request",
                 "parts": [
@@ -547,6 +561,8 @@ def test_post_conversation_with_local_image_url_in_history(
         assert presigned_url.find("X-Amz-Date=") != -1
         assert presigned_url.find("X-Amz-Expires=") != -1
 
+        timestamp_now = timezone.now()
+
         assert messages == [
             ModelRequest(
                 parts=[
@@ -559,11 +575,11 @@ def test_post_conversation_with_local_image_url_in_history(
                                 identifier="sample.png",
                             ),
                         ],
-                        timestamp=timezone.now(),
+                        timestamp=timestamp_now,
                     ),
                 ],
                 instructions="You are a helpful test assistant :)\n\n"
-                f"{today_promt_date}\n\nAnswer in english.",
+                f"{today_prompt_date}\n\nAnswer in english.",
             ),
             ModelResponse(
                 parts=[TextPart(content="This is an image of a single pixel.")],
@@ -577,12 +593,13 @@ def test_post_conversation_with_local_image_url_in_history(
                         content=[
                             "Give more details about this image.",
                         ],
-                        timestamp=timezone.now(),
+                        timestamp=timestamp_now,
                     )
                 ],
                 run_id=messages[2].run_id,
                 instructions="You are a helpful test assistant :)\n\n"
                 "Today is Saturday 18/10/2025.\n\nAnswer in english.",
+                timestamp=timestamp_now,
             ),
         ]
         yield "This is an image of square, very small and nice."
@@ -681,7 +698,7 @@ def test_post_conversation_with_local_image_url_in_history(
     _run_id = chat_conversation.pydantic_messages[2]["run_id"]
     assert chat_conversation.pydantic_messages == [
         {
-            "instructions": f"You are a helpful test assistant :)\n\n{today_promt_date}"
+            "instructions": f"You are a helpful test assistant :)\n\n{today_prompt_date}"
             "\n\nAnswer in english.",
             "kind": "request",
             "parts": [
@@ -728,6 +745,7 @@ def test_post_conversation_with_local_image_url_in_history(
             "instructions": "You are a helpful test assistant :)\n\nToday is Saturday 18/10/2025."
             "\n\nAnswer in english.",
             "kind": "request",
+            "metadata": None,
             "parts": [
                 {
                     "content": ["Give more details about this image."],
@@ -736,21 +754,26 @@ def test_post_conversation_with_local_image_url_in_history(
                 }
             ],
             "run_id": _run_id,
+            "timestamp": "2025-10-18T20:48:20.286204Z",
         },
         {
             "finish_reason": None,
             "kind": "response",
+            "metadata": None,
             "model_name": "function::agent_model",
             "parts": [
                 {
                     "content": "This is an image of square, very small and nice.",
                     "id": None,
                     "part_kind": "text",
+                    "provider_details": None,
+                    "provider_name": None,
                 }
             ],
             "provider_details": None,
             "provider_name": None,
             "provider_response_id": None,
+            "provider_url": None,
             "timestamp": "2025-10-18T20:48:20.286204Z",
             "usage": {
                 "cache_audio_read_tokens": 0,

src/backend/chat/tests/views/chat/conversations/test_conversation_with_project.py

@@ -0,0 +1,112 @@
+"""Unit tests for conversation with project LLM instructions."""
+
+import json
+
+import pytest
+import respx
+from freezegun import freeze_time
+from rest_framework import status
+
+from chat.factories import ChatConversationFactory, ChatProjectFactory
+from chat.tests.utils import replace_uuids_with_placeholder
+
+pytestmark = pytest.mark.django_db(transaction=True)
+
+
+@pytest.fixture(autouse=True)
+def ai_settings(settings):
+    """Fixture to set AI service URLs for testing."""
+    settings.AI_BASE_URL = "https://www.external-ai-service.com/"
+    settings.AI_API_KEY = "test-api-key"
+    settings.AI_MODEL = "test-model"
+    settings.AI_AGENT_INSTRUCTIONS = "You are a helpful test assistant :)"
+
+    return settings
+
+
+@freeze_time("2025-07-25T10:36:35.297675Z")
+@respx.mock
+def test_post_conversation_includes_project_llm_instructions(api_client, mock_openai_stream):
+    """Test that project LLM instructions are sent to the LLM as part of the system prompt."""
+    project = ChatProjectFactory(llm_instructions="Always reply in bullet points.")
+    conversation = ChatConversationFactory(
+        owner=project.owner, project=project, owner__language="en-us"
+    )
+
+    url = f"/api/v1.0/chats/{conversation.pk}/conversation/?protocol=data"
+    data = {
+        "messages": [
+            {
+                "id": "msg-1",
+                "role": "user",
+                "parts": [{"text": "Hello", "type": "text"}],
+                "content": "Hello",
+                "createdAt": "2025-07-03T15:22:17.105Z",
+            }
+        ]
+    }
+    api_client.force_login(conversation.owner)
+    response = api_client.post(url, data, format="json")
+
+    assert response.status_code == status.HTTP_200_OK
+
+    # Wait for the streaming content to be fully received
+    response_content = b"".join(response.streaming_content).decode("utf-8")
+    response_content = replace_uuids_with_placeholder(response_content)
+    assert response_content == (
+        '0:"Hello"\n'
+        '0:" there"\n'
+        'f:{"messageId":"<mocked_uuid>"}\n'
+        'd:{"finishReason":"stop","usage":{"promptTokens":0,"completionTokens":0}}\n'
+    )
+
+    last_request_payload = json.loads(respx.calls.last.request.content)
+    system_message = last_request_payload["messages"][0]
+    assert system_message["role"] == "system"
+    assert "Always reply in bullet points." in system_message["content"]
+    assert mock_openai_stream.called
+
+
+@freeze_time("2025-07-25T10:36:35.297675Z")
+@respx.mock
+def test_post_conversation_without_project_has_no_project_instructions(
+    api_client, mock_openai_stream
+):
+    """Test that conversations without a project do not include project instructions."""
+    conversation = ChatConversationFactory(owner__language="en-us")
+
+    url = f"/api/v1.0/chats/{conversation.pk}/conversation/?protocol=data"
+    data = {
+        "messages": [
+            {
+                "id": "msg-1",
+                "role": "user",
+                "parts": [{"text": "Hello", "type": "text"}],
+                "content": "Hello",
+                "createdAt": "2025-07-03T15:22:17.105Z",
+            }
+        ]
+    }
+    api_client.force_login(conversation.owner)
+    response = api_client.post(url, data, format="json")
+
+    assert response.status_code == status.HTTP_200_OK
+
+    # Wait for the streaming content to be fully received
+    response_content = b"".join(response.streaming_content).decode("utf-8")
+    response_content = replace_uuids_with_placeholder(response_content)
+
+    assert response_content == (
+        '0:"Hello"\n'
+        '0:" there"\n'
+        'f:{"messageId":"<mocked_uuid>"}\n'
+        'd:{"finishReason":"stop","usage":{"promptTokens":0,"completionTokens":0}}\n'
+    )
+
+    last_request_payload = json.loads(respx.calls.last.request.content)
+    system_message = last_request_payload["messages"][0]
+    assert system_message["role"] == "system"
+    assert system_message["content"] == (
+        "You are a helpful test assistant :)\n\nToday is Friday 25/07/2025.\n\nAnswer in english."
+    )
+    assert mock_openai_stream.called

src/backend/chat/tests/views/chat/test_create.py

@@ -2,9 +2,11 @@
 
 import pytest
 from rest_framework import status
+from rest_framework.exceptions import ErrorDetail
 
 from core.factories import UserFactory
 
+from chat.factories import ChatProjectFactory
 from chat.models import ChatConversation
 
 pytestmark = pytest.mark.django_db
@@ -52,6 +54,60 @@ def test_create_conversation_other_owner(api_client):
     assert conversation.title == "New Conversation"
 
 
+def test_create_conversation_with_project(api_client):
+    """Test creating a conversation attached to a project."""
+    project = ChatProjectFactory()
+    url = "/api/v1.0/chats/"
+    data = {
+        "title": "New Conversation",
+        "project": str(project.pk),
+    }
+    api_client.force_login(project.owner)
+    response = api_client.post(url, data, format="json")
+
+    assert response.status_code == status.HTTP_201_CREATED
+    assert str(response.data["project"]) == str(project.pk)
+
+    conversation = ChatConversation.objects.get(id=response.data["id"])
+    assert conversation.project == project
+
+
+def test_create_conversation_with_other_user_project_fails(api_client):
+    """Test that creating a conversation with another user's project is rejected."""
+    user = UserFactory()
+    other_project = ChatProjectFactory()  # owned by another user
+    url = "/api/v1.0/chats/"
+    data = {
+        "title": "New Conversation",
+        "project": str(other_project.pk),
+    }
+    api_client.force_login(user)
+    response = api_client.post(url, data, format="json")
+
+    assert response.status_code == status.HTTP_400_BAD_REQUEST
+
+    assert response.data == {
+        "project": [
+            ErrorDetail(
+                string="The project must belong to the current user.",
+                code="invalid",
+            )
+        ]
+    }
+
+
+def test_create_conversation_without_project(api_client):
+    """Test creating a conversation without a project."""
+    user = UserFactory()
+    url = "/api/v1.0/chats/"
+    data = {"title": "New Conversation"}
+    api_client.force_login(user)
+    response = api_client.post(url, data, format="json")
+
+    assert response.status_code == status.HTTP_201_CREATED
+    assert response.data["project"] is None
+
+
 def test_create_conversation_anonymous(api_client):
     """Test creating a conversation as an anonymous user returns a 401 error."""
     url = "/api/v1.0/chats/"

src/backend/chat/tests/views/chat/test_list.py

@@ -5,7 +5,7 @@ from rest_framework import status
 
 from core.factories import UserFactory
 
-from chat.factories import ChatConversationFactory
+from chat.factories import ChatConversationFactory, ChatProjectFactory
 from chat.models import ChatConversation
 
 pytestmark = pytest.mark.django_db
@@ -79,3 +79,145 @@ def test_ordering_conversations(api_client):
     assert response.status_code == status.HTTP_200_OK
     assert response.data["results"][0]["id"] == str(conv1.id)
     assert response.data["results"][1]["id"] == str(conv2.id)
+
+
+def test_list_conversations_no_project_filter_returns_all(api_client):
+    """Test that without project filter, all conversations are returned."""
+    user = UserFactory()
+    project = ChatProjectFactory(owner=user)
+    conv_in_project = ChatConversationFactory(owner=user, project=project, title="In project")
+    conv_no_project = ChatConversationFactory(owner=user, title="No project")
+
+    api_client.force_login(user)
+    response = api_client.get("/api/v1.0/chats/")
+
+    assert response.status_code == status.HTTP_200_OK
+    assert len(response.data["results"]) == 2
+    result_ids = {r["id"] for r in response.data["results"]}
+    assert result_ids == {str(conv_in_project.pk), str(conv_no_project.pk)}
+
+
+def test_filter_conversations_by_project(api_client):
+    """Test filtering conversations by a specific project."""
+    user = UserFactory()
+    project = ChatProjectFactory(owner=user)
+    conv_in_project = ChatConversationFactory(owner=user, project=project, title="In project")
+    ChatConversationFactory(owner=user, title="No project")
+
+    api_client.force_login(user)
+    response = api_client.get(f"/api/v1.0/chats/?project={project.pk}")
+
+    assert response.status_code == status.HTTP_200_OK
+    assert len(response.data["results"]) == 1
+    assert response.data["results"][0]["id"] == str(conv_in_project.pk)
+
+
+def test_filter_conversations_by_project_invalid_uuid(api_client):
+    """Test that an invalid UUID for project filter returns empty results."""
+    user = UserFactory()
+    ChatConversationFactory(owner=user, title="Some chat")
+
+    api_client.force_login(user)
+    response = api_client.get("/api/v1.0/chats/?project=notauuid")
+
+    assert response.status_code == status.HTTP_200_OK
+    assert len(response.data["results"]) == 0
+
+
+def test_filter_conversations_by_project_none(api_client):
+    """Test filtering conversations not linked to any project."""
+    user = UserFactory()
+    project = ChatProjectFactory(owner=user)
+    ChatConversationFactory(owner=user, project=project, title="In project")
+    conv_no_project = ChatConversationFactory(owner=user, title="No project")
+
+    api_client.force_login(user)
+    response = api_client.get("/api/v1.0/chats/?project=none")
+
+    assert response.status_code == status.HTTP_200_OK
+    assert len(response.data["results"]) == 1
+    assert response.data["results"][0]["id"] == str(conv_no_project.pk)
+
+
+def test_filter_conversations_by_project_any(api_client):
+    """Test filtering conversations linked to any project."""
+    user = UserFactory()
+    project = ChatProjectFactory(owner=user)
+    conv_in_project = ChatConversationFactory(owner=user, project=project, title="In project")
+    ChatConversationFactory(owner=user, title="No project")
+
+    api_client.force_login(user)
+    response = api_client.get("/api/v1.0/chats/?project=any")
+
+    assert response.status_code == status.HTTP_200_OK
+    assert len(response.data["results"]) == 1
+    assert response.data["results"][0]["id"] == str(conv_in_project.pk)
+
+
+def test_filter_conversations_by_title_and_project(api_client):
+    """Test filtering conversations by both title and project."""
+    user = UserFactory()
+    project = ChatProjectFactory(owner=user)
+    conv_match = ChatConversationFactory(owner=user, project=project, title="Design review")
+    ChatConversationFactory(owner=user, project=project, title="Budget plan")
+    ChatConversationFactory(owner=user, title="Design ideas")
+
+    api_client.force_login(user)
+    response = api_client.get(f"/api/v1.0/chats/?title=Design&project={project.pk}")
+
+    assert response.status_code == status.HTTP_200_OK
+    assert len(response.data["results"]) == 1
+    assert response.data["results"][0]["id"] == str(conv_match.pk)
+
+
+def test_search_by_title_returns_nested_project_info(api_client):
+    """Test that searching by title returns nested project info (id, title, icon)."""
+    user = UserFactory()
+    project = ChatProjectFactory(owner=user, title="My Project", icon="folder")
+    conv = ChatConversationFactory(owner=user, project=project, title="Hello world")
+
+    api_client.force_login(user)
+    response = api_client.get("/api/v1.0/chats/?title=Hello")
+
+    assert response.status_code == status.HTTP_200_OK
+    assert len(response.data["results"]) == 1
+    result = response.data["results"][0]
+    assert result["id"] == str(conv.pk)
+    assert result["project"] == {
+        "id": str(project.pk),
+        "title": "My Project",
+        "icon": "folder",
+    }
+    assert "messages" not in result
+
+
+def test_search_by_title_returns_null_project_when_none(api_client):
+    """Test that searching by title for a conversation without a project returns null."""
+    user = UserFactory()
+    conv = ChatConversationFactory(owner=user, title="Standalone chat")
+
+    api_client.force_login(user)
+    response = api_client.get("/api/v1.0/chats/?title=Standalone")
+
+    assert response.status_code == status.HTTP_200_OK
+    assert len(response.data["results"]) == 1
+    result = response.data["results"][0]
+    assert result["id"] == str(conv.pk)
+    assert result["project"] is None
+
+
+def test_list_without_title_filter_does_not_nest_project(api_client):
+    """Test that listing without title filter returns project as a UUID, not nested."""
+    user = UserFactory()
+    project = ChatProjectFactory(owner=user)
+    ChatConversationFactory(owner=user, project=project, title="Some chat")
+
+    api_client.force_login(user)
+    response = api_client.get("/api/v1.0/chats/")
+
+    assert response.status_code == status.HTTP_200_OK
+    assert len(response.data["results"]) == 1
+    result = response.data["results"][0]
+    # project should be a flat UUID, not a nested dict
+    assert not isinstance(result["project"], dict)
+    assert str(result["project"]) == str(project.pk)

src/backend/chat/tests/views/chat/test_partial_update.py

@@ -0,0 +1,87 @@
+"""Unit tests for partially updating chat conversations in the chat API view."""
+
+import pytest
+from rest_framework import status
+
+from core.factories import UserFactory
+
+from chat.factories import ChatConversationFactory, ChatProjectFactory
+from chat.models import ChatConversation
+
+pytestmark = pytest.mark.django_db
+
+
+def test_partial_update_conversation_title(api_client):
+    """Test partially updating a chat conversation title as the owner."""
+    chat_conversation = ChatConversationFactory(title="Original Title")
+
+    url = f"/api/v1.0/chats/{chat_conversation.pk}/"
+    data = {"title": "Updated Title"}
+    api_client.force_login(chat_conversation.owner)
+    response = api_client.patch(url, data, format="json")
+
+    assert response.status_code == status.HTTP_200_OK
+    assert response.data["title"] == "Updated Title"
+
+    conversation = ChatConversation.objects.get(id=chat_conversation.pk)
+    assert conversation.title == "Updated Title"
+    assert conversation.title_set_by_user_at
+
+
+def test_partial_update_conversation_anonymous(api_client):
+    """Test partially updating a conversation as an anonymous user returns a 401 error."""
+    chat_conversation = ChatConversationFactory()
+
+    url = f"/api/v1.0/chats/{chat_conversation.pk}/"
+    data = {"title": "Updated Title"}
+    response = api_client.patch(url, data, format="json")
+
+    assert response.status_code == status.HTTP_401_UNAUTHORIZED
+
+
+def test_partial_update_conversation_project_fails(api_client):
+    """Test that partially updating a conversation's project is rejected."""
+    conversation = ChatConversationFactory()
+    project = ChatProjectFactory(owner=conversation.owner)
+
+    url = f"/api/v1.0/chats/{conversation.pk}/"
+    data = {"project": str(project.pk)}
+    api_client.force_login(conversation.owner)
+    response = api_client.patch(url, data, format="json")
+
+    assert response.status_code == status.HTTP_400_BAD_REQUEST
+    assert "project" in response.data
+
+    conversation.refresh_from_db()
+    assert conversation.project is None
+
+
+def test_partial_update_conversation_remove_project_fails(api_client):
+    """Test that trying to remove a conversation from a project fails."""
+
+    project = ChatProjectFactory()
+    conversation = ChatConversationFactory(owner=project.owner, project=project)
+
+    url = f"/api/v1.0/chats/{conversation.pk}/"
+    data = {"project": None}
+    api_client.force_login(conversation.owner)
+    response = api_client.patch(url, data, format="json")
+
+    assert response.status_code == status.HTTP_400_BAD_REQUEST
+    assert "project" in response.data
+
+    conversation.refresh_from_db()
+    assert conversation.project == project
+
+
+def test_partial_update_other_user_conversation_fails(api_client):
+    """Test that partially updating another user's conversation returns a 404 error."""
+    chat_conversation = ChatConversationFactory()
+
+    other_user = UserFactory()
+    url = f"/api/v1.0/chats/{chat_conversation.pk}/"
+    data = {"title": "Updated By Other User"}
+    api_client.force_login(other_user)
+    response = api_client.patch(url, data, format="json")
+
+    assert response.status_code == status.HTTP_404_NOT_FOUND

src/backend/chat/tests/views/chat/test_update.py

@@ -6,7 +6,7 @@ from rest_framework.exceptions import ErrorDetail
 
 from core.factories import UserFactory
 
-from chat.factories import ChatConversationFactory
+from chat.factories import ChatConversationFactory, ChatProjectFactory
 from chat.models import ChatConversation
 
 pytestmark = pytest.mark.django_db
@@ -68,6 +68,42 @@ def test_update_conversation_anonymous(api_client):
     assert response.status_code == status.HTTP_401_UNAUTHORIZED
 
 
+def test_update_conversation_project_fails(api_client):
+    """Test that updating a conversation's project is rejected."""
+    conversation = ChatConversationFactory()
+    project = ChatProjectFactory(owner=conversation.owner)
+
+    url = f"/api/v1.0/chats/{conversation.pk}/"
+    data = {"title": "Updated Title", "project": str(project.pk)}
+    api_client.force_login(conversation.owner)
+    response = api_client.put(url, data, format="json")
+
+    assert response.status_code == status.HTTP_400_BAD_REQUEST
+    assert "project" in response.data
+
+    conversation.refresh_from_db()
+    assert conversation.project is None
+
+
+def test_update_conversation_remove_project_fails(api_client):
+    """Test that trying to remove a conversation from a project fails."""
+
+    project = ChatProjectFactory()
+    conversation = ChatConversationFactory(owner=project.owner, project=project)
+
+    url = f"/api/v1.0/chats/{conversation.pk}/"
+
+    data = {"title": "Updated Title", "project": None}
+    api_client.force_login(conversation.owner)
+    response = api_client.put(url, data, format="json")
+
+    assert response.status_code == status.HTTP_400_BAD_REQUEST
+    assert "project" in response.data
+
+    conversation.refresh_from_db()
+    assert conversation.project == project
+
+
 def test_update_other_user_conversation_fails(api_client):
     """Test that updating another user's conversation returns a 404 error."""
     chat_conversation = ChatConversationFactory()

src/backend/chat/tests/views/projects/test_create.py

@@ -0,0 +1,109 @@
+"""Unit tests for creating projects."""
+
+import pytest
+from rest_framework import status
+
+from core.factories import UserFactory
+
+from chat.models import ChatProject, ChatProjectColor, ChatProjectIcon
+
+pytestmark = pytest.mark.django_db
+
+
+def test_create_project(api_client):
+    """Test creating a new project as an authenticated user."""
+    user = UserFactory(sub="testuser", email="test@example.com")
+    url = "/api/v1.0/projects/"
+    data = {
+        "title": "New Project",
+        "icon": ChatProjectIcon.FOLDER,
+        "color": ChatProjectColor.COLOR_1,
+    }
+    api_client.force_login(user)
+    response = api_client.post(url, data, format="json")
+
+    assert response.status_code == status.HTTP_201_CREATED
+    assert response.data["title"] == "New Project"
+
+    # Verify in database
+    project = ChatProject.objects.get(id=response.data["id"])
+    assert project.owner == user
+    assert project.title == "New Project"
+    assert project.icon == ChatProjectIcon.FOLDER
+    assert project.color == ChatProjectColor.COLOR_1
+
+
+def test_create_project_other_owner(api_client):
+    """Test that a user cannot assign another user as the owner of a project."""
+    other_user = UserFactory()
+
+    user = UserFactory()
+    url = "/api/v1.0/projects/"
+
+    data = {
+        "title": "New Project",
+        "icon": ChatProjectIcon.FOLDER,
+        "color": ChatProjectColor.COLOR_1,
+        "owner": str(other_user.pk),  # Attempt to set another user as owner
+    }
+
+    api_client.force_login(user)
+    response = api_client.post(url, data, format="json")
+
+    assert response.status_code == status.HTTP_201_CREATED
+
+    # Verify in database
+    project = ChatProject.objects.get(id=response.data["id"])
+    assert project.owner == user
+    assert project.title == "New Project"
+
+
+def test_create_project_with_llm_instructions(api_client):
+    """Test creating a project with custom llm instructions."""
+    user = UserFactory()
+    url = "/api/v1.0/projects/"
+    data = {
+        "title": "New Project",
+        "icon": ChatProjectIcon.FOLDER,
+        "color": ChatProjectColor.COLOR_1,
+        "llm_instructions": "Always answer in French.",
+    }
+    api_client.force_login(user)
+    response = api_client.post(url, data, format="json")
+
+    assert response.status_code == status.HTTP_201_CREATED
+    assert response.data["llm_instructions"] == "Always answer in French."
+
+    project = ChatProject.objects.get(id=response.data["id"])
+    assert project.llm_instructions == "Always answer in French."
+
+
+@pytest.mark.parametrize("color", ChatProjectColor)
+def test_create_project_with_each_color(api_client, color):
+    """Test creating a project with each available color."""
+    user = UserFactory()
+    url = "/api/v1.0/projects/"
+    data = {
+        "title": "Color Project",
+        "icon": ChatProjectIcon.FOLDER,
+        "color": color,
+    }
+    api_client.force_login(user)
+    response = api_client.post(url, data, format="json")
+
+    assert response.status_code == status.HTTP_201_CREATED
+    project = ChatProject.objects.get(id=response.data["id"])
+    assert project.color == color
+
+
+def test_create_project_anonymous(api_client):
+    """Test creating a project as an anonymous user returns a 401 error."""
+    url = "/api/v1.0/projects/"
+    data = {
+        "title": "New Project",
+        "icon": ChatProjectIcon.FOLDER,
+        "color": ChatProjectColor.COLOR_1,
+    }
+    response = api_client.post(url, data, format="json")
+
+    assert response.status_code == status.HTTP_401_UNAUTHORIZED

src/backend/chat/tests/views/projects/test_delete.py

@@ -0,0 +1,72 @@
+"""Unit tests for project deletion in the chat API view."""
+
+import pytest
+from rest_framework import status
+
+from core.factories import UserFactory
+
+from chat.factories import ChatProjectFactory
+from chat.models import ChatConversation, ChatProject
+
+pytestmark = pytest.mark.django_db
+
+
+def test_delete_project(api_client):
+    """Test deleting a project as the owner."""
+    project = ChatProjectFactory()
+    api_client.force_login(project.owner)
+    response = api_client.delete(f"/api/v1.0/projects/{project.pk}/")
+
+    assert response.status_code == status.HTTP_204_NO_CONTENT
+
+    # Verify deletion in database
+    assert not ChatProject.objects.filter(id=project.pk).exists()
+
+
+def test_delete_project_deletes_related_conversations(api_client):
+    """Test that deleting a project also deletes its conversations."""
+    project = ChatProjectFactory(number_of_conversations=2)
+    conversation_pks = list(project.conversations.values_list("pk", flat=True))
+    api_client.force_login(project.owner)
+    response = api_client.delete(f"/api/v1.0/projects/{project.pk}/")
+
+    assert response.status_code == status.HTTP_204_NO_CONTENT
+    assert not ChatProject.objects.filter(id=project.pk).exists()
+    assert not ChatConversation.objects.filter(pk__in=conversation_pks).exists()
+
+
+def test_delete_project_does_not_affect_other_conversations(api_client):
+    """Test that deleting a project does not delete conversations from other projects."""
+    project = ChatProjectFactory(number_of_conversations=1)
+    other_project = ChatProjectFactory(owner=project.owner, number_of_conversations=1)
+    other_conversation = other_project.conversations.get()
+
+    api_client.force_login(project.owner)
+    response = api_client.delete(f"/api/v1.0/projects/{project.pk}/")
+
+    assert response.status_code == status.HTTP_204_NO_CONTENT
+    assert ChatConversation.objects.filter(pk=other_conversation.pk).exists()
+
+
+def test_delete_other_user_project_fails(api_client):
+    """Test that deleting another user's project returns a 404 error."""
+    project = ChatProjectFactory()
+    other_user = UserFactory()
+    api_client.force_login(other_user)
+    response = api_client.delete(f"/api/v1.0/projects/{project.pk}/")
+
+    assert response.status_code == status.HTTP_404_NOT_FOUND
+
+    # Verify project still exists
+    assert ChatProject.objects.filter(id=project.pk).exists()
+
+
+def test_delete_project_user_anonymous(api_client):
+    """Test deleting a project as an anonymous user returns a 401 error."""
+    project = ChatProjectFactory()
+    response = api_client.delete(f"/api/v1.0/projects/{project.pk}/")
+
+    assert response.status_code == status.HTTP_401_UNAUTHORIZED
+
+    # Verify project still exists
+    assert ChatProject.objects.filter(id=project.pk).exists()

src/backend/chat/tests/views/projects/test_list.py

@@ -0,0 +1,177 @@
+"""Unit tests for listing projects in the chat API view."""
+
+import pytest
+from freezegun import freeze_time
+from rest_framework import status
+
+from core.factories import UserFactory
+
+from chat.factories import ChatConversationFactory, ChatProjectFactory
+
+pytestmark = pytest.mark.django_db
+
+
+def test_list_projects(api_client, django_assert_num_queries):
+    """Test retrieving the list of projects for an authenticated user."""
+    project = ChatProjectFactory()
+    url = "/api/v1.0/projects/"
+    api_client.force_login(project.owner)
+
+    with django_assert_num_queries(4):  # user, project count, project list, conversations
+        response = api_client.get(url)
+
+    assert response.status_code == status.HTTP_200_OK
+    results = response.data["results"]
+    assert len(results) == 1
+    assert results[0]["id"] == str(project.pk)
+    assert results[0]["title"] == project.title
+    assert results[0]["conversations"] == []
+
+
+def test_filter_projects_by_title(api_client):
+    """Test filtering projects by title substring."""
+    user = UserFactory(sub="testuser", email="test@example.com")
+
+    ChatProjectFactory(owner=user, title="Test Project")
+
+    ChatProjectFactory(owner=user, title="Other Project")
+
+    url = "/api/v1.0/projects/?title=Test"
+    api_client.force_login(user)
+    response = api_client.get(url)
+
+    assert response.status_code == status.HTTP_200_OK
+    assert len(response.data["results"]) == 1
+    assert response.data["results"][0]["title"] == "Test Project"
+
+
+def test_list_projects_with_conversations(api_client, django_assert_num_queries):
+    """Test retrieving projects with associated conversations ordered by -created_at."""
+    project = ChatProjectFactory()
+
+    with freeze_time("2026-01-01"):
+        conversation_1 = ChatConversationFactory(
+            project=project, owner=project.owner, title="My conversation 1"
+        )
+    with freeze_time("2026-01-02"):
+        conversation_2 = ChatConversationFactory(
+            project=project, owner=project.owner, title="My conversation 2"
+        )
+
+    url = "/api/v1.0/projects/"
+    api_client.force_login(project.owner)
+
+    with django_assert_num_queries(4):  # user, project count, project list, conversations
+        response = api_client.get(url)
+
+    assert response.status_code == status.HTTP_200_OK
+    results = response.data["results"]
+    assert len(results) == 1
+    assert results[0]["id"] == str(project.pk)
+    assert results[0]["title"] == project.title
+    assert results[0]["conversations"] == [
+        {
+            "id": str(conversation_2.id),
+            "title": conversation_2.title,
+        },
+        {
+            "id": str(conversation_1.id),
+            "title": conversation_1.title,
+        },
+    ]
+
+
+def test_list_projects_no_n_plus_one(api_client, django_assert_num_queries):
+    """Test that query count stays constant regardless of project/conversation count."""
+    user = UserFactory()
+    for _ in range(3):
+        ChatProjectFactory(owner=user, number_of_conversations=2)
+
+    url = "/api/v1.0/projects/"
+    api_client.force_login(user)
+
+    with django_assert_num_queries(4):  # user, project count, project list, conversations
+        response = api_client.get(url)
+
+    assert response.status_code == status.HTTP_200_OK
+    assert len(response.data["results"]) == 3
+
+
+def test_list_projects_ordered_by_title(api_client):
+    """Test that projects are returned in alphabetical order by title."""
+    user = UserFactory()
+    ChatProjectFactory(owner=user, title="Zeta")
+    ChatProjectFactory(owner=user, title="Alpha")
+    ChatProjectFactory(owner=user, title="Mu")
+
+    api_client.force_login(user)
+    response = api_client.get("/api/v1.0/projects/")
+
+    assert response.status_code == status.HTTP_200_OK
+    titles = [r["title"] for r in response.data["results"]]
+    assert titles == ["Alpha", "Mu", "Zeta"]
+
+
+@pytest.mark.parametrize(
+    "ordering,expected_titles",
+    [
+        ("created_at", ["First", "Second", "Third"]),
+        ("-created_at", ["Third", "Second", "First"]),
+        ("title", ["First", "Second", "Third"]),
+        ("-title", ["Third", "Second", "First"]),
+    ],
+)
+def test_list_projects_ordering(api_client, ordering, expected_titles):
+    """Test ordering projects by the allowed ordering fields."""
+    user = UserFactory()
+    with freeze_time("2026-01-01"):
+        ChatProjectFactory(owner=user, title="First")
+    with freeze_time("2026-01-02"):
+        ChatProjectFactory(owner=user, title="Second")
+    with freeze_time("2026-01-03"):
+        ChatProjectFactory(owner=user, title="Third")
+
+    api_client.force_login(user)
+    response = api_client.get(f"/api/v1.0/projects/?ordering={ordering}")
+
+    assert response.status_code == status.HTTP_200_OK
+    titles = [r["title"] for r in response.data["results"]]
+    assert titles == expected_titles
+
+
+def test_list_projects_ordering_by_updated_at(api_client):
+    """Test ordering projects by updated_at."""
+    user = UserFactory()
+    with freeze_time("2026-01-01"):
+        project_a = ChatProjectFactory(owner=user, title="A")
+        ChatProjectFactory(owner=user, title="B")
+    with freeze_time("2026-01-02"):
+        project_a.title = "A updated"
+        project_a.save()
+
+    api_client.force_login(user)
+    response = api_client.get("/api/v1.0/projects/?ordering=updated_at")
+
+    assert response.status_code == status.HTTP_200_OK
+    titles = [r["title"] for r in response.data["results"]]
+    assert titles == ["B", "A updated"]
+
+
+def test_list_projects_empty(api_client):
+    """Test retrieving the list of projects for an authenticated user."""
+    user = UserFactory()
+    url = "/api/v1.0/projects/"
+    api_client.force_login(user)
+    response = api_client.get(url)
+
+    assert response.status_code == status.HTTP_200_OK
+    assert len(response.data["results"]) == 0
+
+
+def test_list_projects_anonymous(api_client):
+    """Test listing projects as an anonymous user returns a 401 error."""
+
+    url = "/api/v1.0/projects/"
+    response = api_client.get(url)
+
+    assert response.status_code == status.HTTP_401_UNAUTHORIZED

src/backend/chat/tests/views/projects/test_partial_update.py

@@ -0,0 +1,66 @@
+"""Unit tests for partial update of projects in the chat API view."""
+
+import pytest
+from rest_framework import status
+
+from core.factories import UserFactory
+
+from chat.factories import ChatProjectFactory
+from chat.models import ChatProjectColor, ChatProjectIcon
+
+pytestmark = pytest.mark.django_db
+
+
+@pytest.mark.parametrize(
+    "field,value",
+    [
+        ("title", "Updated Title"),
+        ("icon", ChatProjectIcon.STAR),
+        ("color", ChatProjectColor.COLOR_3),
+        ("llm_instructions", "Always answer in French."),
+    ],
+)
+def test_partial_update_project(api_client, field, value):
+    """Test updating a project field as the owner."""
+    project = ChatProjectFactory()
+
+    url = f"/api/v1.0/projects/{project.pk}/"
+    data = {field: value}
+    api_client.force_login(project.owner)
+    response = api_client.patch(url, data, format="json")
+
+    assert response.status_code == status.HTTP_200_OK
+    assert response.data[field] == value
+
+    # Verify in database
+    project.refresh_from_db()
+    assert getattr(project, field) == value
+
+
+def test_partial_update_other_user_project_fails(api_client):
+    """Test that updating another user's project returns a 404 error."""
+    project = ChatProjectFactory()
+
+    other_user = UserFactory()
+    url = f"/api/v1.0/projects/{project.pk}/"
+
+    data = {
+        "title": "Updated By Other User",
+    }
+    api_client.force_login(other_user)
+    response = api_client.patch(url, data, format="json")
+
+    assert response.status_code == status.HTTP_404_NOT_FOUND
+
+
+def test_partial_update_project_anonymous(api_client):
+    """Test updating a project as an anonymous user returns a 401 error."""
+    project = ChatProjectFactory()
+
+    url = f"/api/v1.0/projects/{project.pk}/"
+    data = {
+        "title": "Updated Title",
+    }
+    response = api_client.patch(url, data, format="json")
+
+    assert response.status_code == status.HTTP_401_UNAUTHORIZED

src/backend/chat/tests/views/projects/test_retrieve.py

@@ -0,0 +1,45 @@
+"""Unit tests for retrieving projects."""
+
+import pytest
+from rest_framework import status
+
+from core.factories import UserFactory
+
+from chat.factories import ChatProjectFactory
+
+pytestmark = pytest.mark.django_db
+
+
+def test_retrieve_project(api_client):
+    """Test retrieving a project as the owner."""
+    project = ChatProjectFactory()
+
+    url = f"/api/v1.0/projects/{project.pk}/"
+    api_client.force_login(project.owner)
+    response = api_client.get(url)
+
+    assert response.status_code == status.HTTP_200_OK
+    assert response.data["id"] == str(project.pk)
+    assert response.data["title"] == project.title
+
+
+def test_retrieve_other_user_project_fails(api_client):
+    """Test that retrieving another user's project returns a 404 error."""
+    project = ChatProjectFactory()
+
+    other_user = UserFactory()
+    url = f"/api/v1.0/projects/{project.pk}/"
+    api_client.force_login(other_user)
+    response = api_client.get(url)
+
+    assert response.status_code == status.HTTP_404_NOT_FOUND
+
+
+def test_retrieve_project_anonymous(api_client):
+    """Test retrieving a project as an anonymous user returns a 401 error."""
+    project = ChatProjectFactory()
+
+    url = f"/api/v1.0/projects/{project.pk}/"
+    response = api_client.get(url)
+
+    assert response.status_code == status.HTTP_401_UNAUTHORIZED

src/backend/chat/tests/views/projects/test_update.py

@@ -0,0 +1,86 @@
+"""Unit tests for updating projects in the chat API view."""
+
+import pytest
+from rest_framework import status
+
+from core.factories import UserFactory
+
+from chat.factories import ChatProjectFactory
+from chat.models import ChatProjectColor, ChatProjectIcon
+
+pytestmark = pytest.mark.django_db
+
+
+def test_update_project(api_client):
+    """Test updating a project as the owner."""
+    project = ChatProjectFactory()
+
+    url = f"/api/v1.0/projects/{project.pk}/"
+    data = {
+        "title": "Updated Title",
+        "icon": ChatProjectIcon.FOLDER,
+        "color": ChatProjectColor.COLOR_1,
+    }
+    api_client.force_login(project.owner)
+    response = api_client.put(url, data, format="json")
+
+    assert response.status_code == status.HTTP_200_OK
+    assert response.data["title"] == "Updated Title"
+
+    # Verify in database
+    project.refresh_from_db()
+    assert project.title == "Updated Title"
+
+
+def test_update_project_llm_instructions(api_client):
+    """Test updating a project's LLM instructions via PUT."""
+    project = ChatProjectFactory(llm_instructions="Old instructions")
+
+    url = f"/api/v1.0/projects/{project.pk}/"
+    data = {
+        "title": project.title,
+        "icon": project.icon,
+        "color": project.color,
+        "llm_instructions": "New instructions",
+    }
+    api_client.force_login(project.owner)
+    response = api_client.put(url, data, format="json")
+
+    assert response.status_code == status.HTTP_200_OK
+    assert response.data["llm_instructions"] == "New instructions"
+
+    project.refresh_from_db()
+    assert project.llm_instructions == "New instructions"
+
+
+def test_update_other_user_project_fails(api_client):
+    """Test that updating another user's project returns a 404 error."""
+    project = ChatProjectFactory()
+
+    other_user = UserFactory()
+    url = f"/api/v1.0/projects/{project.pk}/"
+
+    data = {
+        "title": "Updated By Other User",
+        "icon": ChatProjectIcon.FOLDER,
+        "color": ChatProjectColor.COLOR_1,
+    }
+    api_client.force_login(other_user)
+    response = api_client.put(url, data, format="json")
+
+    assert response.status_code == status.HTTP_404_NOT_FOUND
+
+
+def test_update_project_anonymous(api_client):
+    """Test updating a project as an anonymous user returns a 401 error."""
+    project = ChatProjectFactory()
+
+    url = f"/api/v1.0/projects/{project.pk}/"
+    data = {
+        "title": "Updated Title",
+        "icon": ChatProjectIcon.FOLDER,
+        "color": ChatProjectColor.COLOR_1,
+    }
+    response = api_client.put(url, data, format="json")
+
+    assert response.status_code == status.HTTP_401_UNAUTHORIZED

src/backend/chat/tools/__init__.py

@@ -1,46 +1,13 @@
 """Tools for the chat agent."""
 
-from pydantic_ai import Tool, ToolDefinition
-
+from pydantic_ai import Tool  # noqa: I001
 from .fake_current_weather import get_current_weather
-from .web_seach_albert_rag import web_search_albert_rag
-from .web_search_brave import web_search_brave, web_search_brave_with_document_backend
-from .web_search_tavily import web_search_tavily
-
-
-async def only_if_web_search_enabled(ctx, tool_def: ToolDefinition) -> ToolDefinition | None:
-    """Prepare function to include a tool only if web search is enabled in the context."""
-    return tool_def if ctx.deps.web_search_enabled else None
 
 
 def get_pydantic_tools_by_name(name: str) -> Tool:
     """Get a tool by its name."""
     tool_dict = {
         "get_current_weather": Tool(get_current_weather, takes_ctx=False),
-        "web_search_brave": Tool(
-            web_search_brave,
-            takes_ctx=True,
-            prepare=only_if_web_search_enabled,
-            max_retries=2,
-        ),
-        "web_search_brave_with_document_backend": Tool(
-            web_search_brave_with_document_backend,
-            takes_ctx=True,
-            prepare=only_if_web_search_enabled,
-            max_retries=2,
-        ),
-        "web_search_tavily": Tool(
-            web_search_tavily,
-            takes_ctx=False,
-            prepare=only_if_web_search_enabled,
-            max_retries=2,
-        ),
-        "web_search_albert_rag": Tool(
-            web_search_albert_rag,
-            takes_ctx=True,
-            prepare=only_if_web_search_enabled,
-            max_retries=2,
-        ),
     }
 
     return tool_dict[name]  # will raise on purpose if name is not found

src/backend/chat/tools/web_search_brave.py

@@ -142,23 +142,33 @@ async def _fetch_and_store_async(url: str, document_store, **kwargs) -> None:
         # Continue with other documents
 
 
-async def _query_brave_api_async(query: str) -> List[dict]:
-    """Query the Brave Search API and return the raw results."""
-    url = "https://api.search.brave.com/res/v1/web/search"
+def _normalize_llm_context_results(json_response: dict) -> List[dict]:
+    """Normalize Brave LLM context payload into our common result shape."""
+    generic_results = json_response.get("grounding", {}).get("generic", []) or []
+    normalized_results: List[dict] = []
+    for item in generic_results:
+        item_url = item.get("url")
+        if not item_url:
+            continue
+
+        normalized_results.append(
+            {
+                "url": item_url,
+                # Fallback to URL if no title is provided
+                "title": item.get("title") or item_url,
+                # `snippets` is already a list
+                "snippets": item.get("snippets") or [],
+            }
+        )
+    return normalized_results
+
+
+async def _query_brave_api_with_endpoint_async(url: str, data: dict) -> List[dict]:
+    """Query a Brave endpoint and return raw results normalized to our schema."""
     headers = {
         "Accept": "application/json",
         "X-Subscription-Token": settings.BRAVE_API_KEY,
     }
-    data = {
-        "q": query,
-        "country": settings.BRAVE_SEARCH_COUNTRY,
-        "search_lang": settings.BRAVE_SEARCH_LANG,
-        "count": settings.BRAVE_MAX_RESULTS,
-        "safesearch": settings.BRAVE_SEARCH_SAFE_SEARCH,
-        "spellcheck": settings.BRAVE_SEARCH_SPELLCHECK,
-        "result_filter": "web,faq,query",
-        "extra_snippets": settings.BRAVE_SEARCH_EXTRA_SNIPPETS,
-    }
     params = {k: v for k, v in data.items() if v is not None}
 
     try:
@@ -167,6 +177,12 @@ async def _query_brave_api_async(query: str) -> List[dict]:
             response.raise_for_status()
             json_response = response.json()
 
+            # LLM context API: results are under `grounding.generic`
+            # See: https://api-dashboard.search.brave.com/documentation/services/llm-context
+            if "grounding" in json_response:
+                return _normalize_llm_context_results(json_response)
+
+            # Fallback for classic web search JSON shape
             # https://api-dashboard.search.brave.com/app/documentation/web-search/responses#Result
             return json_response.get("web", {}).get("results", [])
 
@@ -209,44 +225,99 @@ async def _query_brave_api_async(query: str) -> List[dict]:
         ) from e
 
 
+async def _query_brave_llm_context_api_async(query: str) -> List[dict]:
+    """Query Brave LLM context endpoint and return normalized results."""
+    logger.debug("Using LLM context endpoint")
+    return await _query_brave_api_with_endpoint_async(
+        "https://api.search.brave.com/res/v1/llm/context",
+        {
+            "q": query,
+            "country": settings.BRAVE_SEARCH_COUNTRY,
+            "search_lang": settings.BRAVE_SEARCH_LANG,
+            "count": settings.BRAVE_MAX_RESULTS,
+            "safesearch": settings.BRAVE_SEARCH_SAFE_SEARCH,
+            "spellcheck": settings.BRAVE_SEARCH_SPELLCHECK,
+            "result_filter": "web,faq,query",
+            "extra_snippets": settings.BRAVE_SEARCH_EXTRA_SNIPPETS,
+            "maximum_number_of_urls": settings.BRAVE_MAX_RESULTS,
+            "maximum_number_of_tokens": settings.BRAVE_MAX_TOKENS,
+            "maximum_number_of_snippets": settings.BRAVE_MAX_SNIPPETS,
+            "maximum_number_of_snippets_per_url": settings.BRAVE_MAX_SNIPPETS_PER_URL,
+        },
+    )
+
+
+async def _query_brave_web_search_api_async(query: str) -> List[dict]:
+    """Query Brave classic web search endpoint and return normalized results."""
+    logger.debug("Using classic web search endpoint")
+    return await _query_brave_api_with_endpoint_async(
+        "https://api.search.brave.com/res/v1/web/search",
+        {
+            "q": query,
+            "country": settings.BRAVE_SEARCH_COUNTRY,
+            "search_lang": settings.BRAVE_SEARCH_LANG,
+            "count": settings.BRAVE_MAX_RESULTS,
+            "safesearch": settings.BRAVE_SEARCH_SAFE_SEARCH,
+            "spellcheck": settings.BRAVE_SEARCH_SPELLCHECK,
+            "result_filter": "web,faq,query",
+            "extra_snippets": settings.BRAVE_SEARCH_EXTRA_SNIPPETS,
+        },
+    )
+
+
 def format_tool_return(raw_search_results: List[dict]) -> ToolReturn:
-    """Format the raw search results into a ToolReturn object."""
+    """Build the tool payload from Brave results.
+
+    Keep only sources that have non-empty snippets and prefer `snippets` over
+    `extra_snippets` when both are present.
+    """
+    formatted_results = {}
+    sources = set()
+
+    for idx, result in enumerate(raw_search_results):
+        logger.debug("Formatting result: %s", result)
+        snippets = result.get("snippets") or result.get("extra_snippets") or []
+        if not snippets:
+            continue
+
+        formatted_results[str(idx)] = {
+            "url": result["url"],
+            "title": result["title"],
+            "snippets": snippets,
+        }
+        sources.add(result["url"])
+
     return ToolReturn(
-        # Format return value "mistral-like": https://docs.mistral.ai/capabilities/citations/
-        return_value={
-            str(idx): {
-                "url": result["url"],
-                "title": result["title"],
-                "snippets": result.get("extra_snippets", []),
-            }
-            for idx, result in enumerate(raw_search_results)
-            if result.get("extra_snippets", [])
-        },
-        metadata={
-            "sources": {
-                result["url"] for result in raw_search_results if result.get("extra_snippets", [])
-            }
-        },
+        return_value=formatted_results,
+        metadata={"sources": sources},
     )
 
 
 @last_model_retry_soft_fail
 async def web_search_brave(_ctx: RunContext, query: str) -> ToolReturn:
     """
-    Search the web for up-to-date information
+    Search the web for up-to-date information.
+    This function use the classic websearch endpoint of the Brave API.
+    URLs are then fetched and extracted using trafilatura.
+    The extracted text is then summarized using the LLM summarization agent.
+    The results are then formatted and returned.
 
     Args:
         _ctx (RunContext): The run context, used by the wrapper.
         query (str): The query to search for.
     """
+    logger.debug("Starting classic web search without RAG backend for query: %s", query)
     try:
-        raw_search_results = await _query_brave_api_async(query)
+        raw_search_results = await _query_brave_web_search_api_async(query)
 
         await sync_to_async(reset_caches)()  # Clear trafilatura caches to avoid memory bloat/leaks
 
-        # Parallelize fetch/extract for results that don't include extra_snippets
+        # Parallelize fetch/extract only for results that don't already include any snippets
+        # (neither Brave `snippets` nor `extra_snippets`).
         to_process = [
-            (idx, r) for idx, r in enumerate(raw_search_results) if not r.get("extra_snippets")
+            (idx, r)
+            for idx, r in enumerate(raw_search_results)
+            if not r.get("extra_snippets") and not r.get("snippets")
         ]
 
         if to_process:
@@ -283,18 +354,45 @@ async def web_search_brave(_ctx: RunContext, query: str) -> ToolReturn:
         ) from exc
 
 
+@last_model_retry_soft_fail
+async def web_search_brave_llm_context(_ctx: RunContext, query: str) -> ToolReturn:
+    """
+    Search the web using Brave LLM context endpoint (no RAG post-processing).
+    This function use the LLM context endpoint of the Brave API.
+    The results are then formatted and returned.
+    """
+    logger.debug("Starting web search with LLM context endpoint for query: %s", query)
+    try:
+        raw_search_results = await _query_brave_llm_context_api_async(query)
+        formatted_result = format_tool_return(raw_search_results)
+        if not formatted_result.return_value:
+            raise ModelRetry("No valid search results were extracted from Brave LLM context.")
+        return formatted_result
+    except (ModelCannotRetry, ModelRetry):
+        raise
+    except Exception as exc:
+        logger.exception("Unexpected error in web_search_brave_llm_context: %s", exc)
+        raise ModelCannotRetry(
+            f"An unexpected error occurred during web search: {type(exc).__name__}. "
+            "You must explain this to the user and not try to answer based on your knowledge."
+        ) from exc
+
+
 @last_model_retry_soft_fail
 async def web_search_brave_with_document_backend(ctx: RunContext, query: str) -> ToolReturn:
     """
-    Search the web for up-to-date information using RAG backend
+    Search the web for up-to-date information using RAG backend.
+    URLs are then fetched and extracted using trafilatura.
+    The extracted text is then stored in a temporary document store for RAG search.
+    The RAG search is then performed and the results are returned.
 
     Args:
         ctx (RunContext): The run context containing the conversation.
         query (str): The query to search for.
     """
-    logger.info("Starting web search with RAG backend for query: %s", query)
+    logger.debug("Starting web search with RAG backend for query: %s", query)
     try:
-        raw_search_results = await _query_brave_api_async(query)
+        raw_search_results = await _query_brave_web_search_api_async(query)
 
         # Clear trafilatura caches in thread pool to avoid blocking
         loop = asyncio.get_event_loop()
@@ -328,7 +426,7 @@ async def web_search_brave_with_document_backend(ctx: RunContext, query: str) ->
                     session=ctx.deps.session,
                     user_sub=ctx.deps.user.sub,
                 )
-                logger.info("RAG search returned:  %s", rag_results)
+                logger.debug("RAG search returned:  %s", rag_results)
 
                 ctx.usage += RunUsage(
                     input_tokens=rag_results.usage.prompt_tokens,

src/backend/chat/views.py

@@ -2,17 +2,19 @@
 
 import logging
 import os
-from uuid import uuid4
+from uuid import UUID, uuid4
 
 from django.conf import settings
 from django.core.cache import cache
 from django.core.files.storage import default_storage
+from django.db.models import Prefetch
 from django.http import Http404, StreamingHttpResponse
 from django.utils.decorators import method_decorator
 
 import langfuse
 import magic
 import posthog
+from drf_spectacular.utils import extend_schema
 from lasuite.malware_detection import malware_detection
 from lasuite.oidc_login.decorators import refresh_oidc_access_token
 from rest_framework import decorators, filters, mixins, permissions, status, viewsets
@@ -50,8 +52,8 @@ def conditional_refresh_oidc_token(func):
     return func
 
 
-class ChatConversationFilter(filters.BaseFilterBackend):
-    """Filter conversation."""
+class TitleSearchFilter(filters.BaseFilterBackend):
+    """Filter conversation by title (accent-insensitive)."""
 
     def filter_queryset(self, request, queryset, view):
         """Filter conversation by title."""
@@ -59,6 +61,58 @@ class ChatConversationFilter(filters.BaseFilterBackend):
             queryset = queryset.filter(title__unaccent__icontains=remove_accents(title))
         return queryset
 
+    def get_schema_operation_parameters(self, view):
+        """Return the schema for the ``title`` query parameter (drf-spectacular)."""
+        return [
+            {
+                "name": "title",
+                "required": False,
+                "in": "query",
+                "description": "Search conversations by title (accent-insensitive). "
+                "When provided, the response uses a search-specific serializer "
+                "with nested project info.",
+                "schema": {"type": "string"},
+            },
+        ]
+
+
+class ProjectFilter(filters.BaseFilterBackend):
+    """Filter conversations by project.
+
+    Accepts a `project` query parameter:
+    - a UUID: conversations belonging to that specific project
+    - "none": conversations not linked to any project
+    - "any": conversations linked to any project
+    """
+
+    def filter_queryset(self, request, queryset, view):
+        """Filter conversations by project."""
+        project_id = request.GET.get("project")
+        if project_id is None:
+            return queryset
+        if project_id == "none":
+            return queryset.filter(project__isnull=True)
+        if project_id == "any":
+            return queryset.filter(project__isnull=False)
+        try:
+            UUID(project_id)
+        except ValueError:
+            return queryset.none()
+        return queryset.filter(project_id=project_id)
+
+    def get_schema_operation_parameters(self, view):
+        """Return the schema for the ``project`` query parameter (drf-spectacular)."""
+        return [
+            {
+                "name": "project",
+                "required": False,
+                "in": "query",
+                "description": "Filter by project. Pass a UUID for a specific project, "
+                '"none" for standalone conversations, or "any" for all project conversations.',
+                "schema": {"type": "string"},
+            },
+        ]
+
 
 class ChatAttachmentMixin(AttachmentMixin):  # pylint: disable=abstract-method
     """Mixin to handle attachment authorization for chat conversations."""
@@ -121,18 +175,42 @@ class ChatViewSet(  # pylint: disable=too-many-ancestors, abstract-method
     ]
     serializer_class = serializers.ChatConversationSerializer
     post_conversation_serializer_class = serializers.ChatConversationInputSerializer
-    filter_backends = [filters.OrderingFilter, ChatConversationFilter]
+    filter_backends = [filters.OrderingFilter, TitleSearchFilter, ProjectFilter]
     ordering = ["-created_at"]
     ordering_fields = ["created_at", "updated_at"]
     queryset = models.ChatConversation.objects  # defined to be used in AttachmentMixin
 
+    @extend_schema(
+        responses=serializers.ChatConversationSearchSerializer(many=True),
+        description=(
+            "When the `title` query parameter is provided, returns search results "
+            "with nested project info (id, title, icon) and no messages. "
+            "Without `title`, returns the default conversation list."
+        ),
+    )
+    def list(self, request, *args, **kwargs):
+        return super().list(request, *args, **kwargs)
+
+    def get_serializer_class(self):
+        """Return search serializer when filtering by title on list action."""
+
+        # Search results only include nested project info
+        if self.action == "list" and self.request.query_params.get("title"):
+            return serializers.ChatConversationSearchSerializer
+        return super().get_serializer_class()
+
     def get_queryset(self):
         """Return the queryset for the chat conversations."""
-        return (
-            self.queryset.filter(owner=self.request.user)
-            if self.request.user.is_authenticated
-            else self.queryset.none()
-        )
+        if not self.request.user.is_authenticated:
+            return self.queryset.none()
+
+        qs = self.queryset.filter(owner=self.request.user)
+
+        # Search results use nested project info; post_conversation needs
+        # project.llm_instructions — prefetch to avoid extra queries
+        if self.request.query_params.get("title") or self.action == "post_conversation":
+            qs = qs.select_related("project")
+        return qs
 
     def get_permissions(self):
         """Return the permissions for the viewset."""
@@ -624,3 +702,42 @@ class FileStreamView(APIView):
         except Exception as exc:
             logger.exception("Failed to serve file via temporary key: %s", temporary_key)
             raise Http404("Failed to retrieve file") from exc
+
+
+class ChatProjectViewSet(viewsets.ModelViewSet):  # pylint: disable=too-many-ancestors
+    """ViewSet for managing projects."""
+
+    pagination_class = Pagination
+    permission_classes = [
+        IsActivatedUser,  # see activation_codes application
+        permissions.IsAuthenticated,
+    ]
+    ordering = ["title"]
+    ordering_fields = ["title", "created_at", "updated_at"]
+    queryset = models.ChatProject.objects
+    serializer_class = serializers.ChatProjectSerializer
+    filter_backends = [filters.OrderingFilter, TitleSearchFilter]
+
+    def get_queryset(self):
+        """Return the queryset for the projects."""
+
+        # Prefetch conversations ordered by most recent first
+        conversations_prefetch = Prefetch(
+            "conversations",
+            queryset=models.ChatConversation.objects.order_by("-created_at"),
+        )
+
+        return (
+            self.queryset.filter(owner=self.request.user).prefetch_related(conversations_prefetch)
+            if self.request.user.is_authenticated
+            else self.queryset.none()
+        )
+
+    def perform_destroy(self, instance):
+        """Delete a project and its related conversations.
+
+        ChatConversation.project uses on_delete=SET_NULL (to avoid accidental
+        cascade), so we explicitly delete conversations here.
+        """
+        instance.conversations.all().delete()
+        instance.delete()

src/backend/conversations/brave_settings.py

@@ -74,3 +74,20 @@ class BraveSettings:
         environ_name="BRAVE_SEARCH_EXTRA_SNIPPETS",
         environ_prefix=None,
     )
+
+    # LLM context endpoint limits
+    BRAVE_MAX_TOKENS = values.IntegerValue(
+        default=8192,
+        environ_name="BRAVE_MAX_TOKENS",
+        environ_prefix=None,
+    )
+    BRAVE_MAX_SNIPPETS = values.IntegerValue(
+        default=50,
+        environ_name="BRAVE_MAX_SNIPPETS",
+        environ_prefix=None,
+    )
+    BRAVE_MAX_SNIPPETS_PER_URL = values.IntegerValue(
+        default=10,
+        environ_name="BRAVE_MAX_SNIPPETS_PER_URL",
+        environ_prefix=None,
+    )

src/backend/conversations/settings.py

@@ -368,6 +368,7 @@ class Base(BraveSettings, Configuration):
         "django.contrib.staticfiles",
         # OIDC third party
         "mozilla_django_oidc",
+        "lasuite.malware_detection",
     ]
 
     # Cache
@@ -672,6 +673,11 @@ class Base(BraveSettings, Configuration):
         environ_name="DEFAULT_ALLOW_CONVERSATION_ANALYTICS",
         environ_prefix=None,
     )
+    DEFAULT_ALLOW_SMART_WEB_SEARCH = values.BooleanValue(
+        default=True,
+        environ_name="DEFAULT_ALLOW_SMART_WEB_SEARCH",
+        environ_prefix=None,
+    )
 
     # These settings are default values used in the default LLM_CONFIGURATIONS
     # They allow a deployment with only one model without a specific configuration file
@@ -702,7 +708,7 @@ class Base(BraveSettings, Configuration):
             # docx files
             "application/vnd.openxmlformats-officedocument.wordprocessingml.document",
             # pptx files
-            "application/vnd.openxmlformats-officedocument.presentationml",
+            "application/vnd.openxmlformats-officedocument.presentationml.presentation",
             # xlsx and xls files
             "application/vnd.ms-excel",
             "application/excel",
@@ -743,6 +749,11 @@ class Base(BraveSettings, Configuration):
         environ_name="RAG_DOCUMENT_SEARCH_BACKEND",
         environ_prefix=None,
     )
+    RAG_DOCUMENT_PARSER = values.Value(
+        "chat.agent_rag.document_converter.parser.AlbertParser",
+        environ_name="RAG_DOCUMENT_PARSER",
+        environ_prefix=None,
+    )
     SPECIFIC_RAG_DOCUMENT_SEARCH_TOOLS = values.DictValue(
         default={},
         environ_name="SPECIFIC_RAG_DOCUMENT_SEARCH_TOOLS",
@@ -808,6 +819,51 @@ USER QUESTION:
         environ_prefix=None,
     )
 
+    # OCR settings for AdaptivePdfParser
+    OCR_HRID = values.Value(
+        default="etalab-plateform-mistral-medium-2508",
+        environ_name="OCR_HRID",
+        environ_prefix=None,
+    )
+    # Specific Mistral OCR model - Designates which Mistral vision model to use for OCR
+    OCR_MODEL = values.Value(
+        default="mistral-ocr-2512",
+        environ_name="OCR_MODEL",
+        environ_prefix=None,
+    )
+    OCR_TIMEOUT = values.PositiveIntegerValue(
+        default=240,
+        environ_name="OCR_TIMEOUT",
+        environ_prefix=None,
+    )
+    OCR_MAX_RETRIES = values.PositiveIntegerValue(
+        default=3,
+        environ_name="OCR_MAX_RETRIES",
+        environ_prefix=None,
+    )
+
+    OCR_RETRY_DELAY = values.PositiveIntegerValue(
+        default=5,
+        environ_name="OCR_RETRY_DELAY",
+        environ_prefix=None,
+    )
+
+    OCR_BATCH_PAGES = values.PositiveIntegerValue(
+        default=10,
+        environ_name="OCR_BATCH_PAGES",
+        environ_prefix=None,
+    )
+    MIN_AVG_CHARS_FOR_TEXT_EXTRACTION = values.PositiveIntegerValue(
+        default=200,
+        environ_name="MIN_AVG_CHARS_FOR_TEXT_EXTRACTION",
+        environ_prefix=None,
+    )
+    MIN_TEXT_COVERAGE_FOR_TEXT_EXTRACTION = values.FloatValue(
+        default=0.7,
+        environ_name="MIN_TEXT_COVERAGE_FOR_TEXT_EXTRACTION",
+        environ_prefix=None,
+    )
+
     # Summarization
     SUMMARIZATION_SYSTEM_PROMPT = values.Value(
         (
@@ -1114,6 +1170,17 @@ USER QUESTION:
                 "OIDC_STORE_ACCESS_TOKEN and OIDC_STORE_REFRESH_TOKEN to be set."
             )
 
+        # OCR configuration validation
+        # Note: we call load_llm_configuration directly because LLM_CONFIGURATIONS is a
+        # @property returning a lazy object, which cannot be accessed via cls in a classmethod.
+        if cls.RAG_DOCUMENT_PARSER == "chat.agent_rag.document_converter.parser.AdaptivePdfParser":
+            llm_configs = load_llm_configuration(cls._llm_configuration_file_path)
+            if cls.OCR_HRID not in llm_configs:
+                raise ValueError(
+                    f"OCR_HRID '{cls.OCR_HRID}' not found in LLM_CONFIGURATIONS. "
+                    "Please add a matching provider entry or set OCR_HRID to an existing key."
+                )
+
         # Langfuse initialization
         if cls.LANGFUSE_ENABLED:
             if not cls.LANGFUSE_MEDIA_UPLOAD_ENABLED:

src/backend/core/api/serializers.py

@@ -13,6 +13,7 @@ class UserSerializer(serializers.ModelSerializer):
         fields = [
             "id",
             "allow_conversation_analytics",
+            "allow_smart_web_search",
             "email",
             "full_name",
             "short_name",

src/backend/core/authentication/backends.py

@@ -55,7 +55,11 @@ class OIDCAuthenticationBackend(LaSuiteOIDCAuthenticationBackend):
         more information about the usage of the application.
         """
         return super().create_user(
-            claims | {"allow_conversation_analytics": settings.DEFAULT_ALLOW_CONVERSATION_ANALYTICS}
+            claims
+            | {
+                "allow_conversation_analytics": settings.DEFAULT_ALLOW_CONVERSATION_ANALYTICS,
+                "allow_smart_web_search": settings.DEFAULT_ALLOW_SMART_WEB_SEARCH,
+            }
         )
 
     def authenticate(self, request, **kwargs):

src/backend/core/factories.py

@@ -22,6 +22,7 @@ class UserFactory(factory.django.DjangoModelFactory):
         skip_postgeneration_save = True
 
     allow_conversation_analytics = factory.Faker("boolean", chance_of_getting_true=50)
+    allow_smart_web_search = factory.Faker("boolean", chance_of_getting_true=50)
     sub = factory.Sequence(lambda n: f"user{n!s}")
     email = factory.Faker("email")
     full_name = factory.Faker("name")

src/backend/core/migrations/0004_user_allow_smart_web_search.py

@@ -0,0 +1,21 @@
+# Generated by Django 5.2.9 on 2025-12-10 15:19
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("core", "0003_alter_user_short_name"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="user",
+            name="allow_smart_web_search",
+            field=models.BooleanField(
+                default=True,
+                help_text="Whether the user allows to use smart web search features.",
+                verbose_name="allow smart web search",
+            ),
+        ),
+    ]

src/backend/core/models.py

@@ -77,10 +77,13 @@ class UserManager(auth_models.UserManager):
 
             if settings.OIDC_FALLBACK_TO_EMAIL_FOR_IDENTIFICATION:
                 try:
-                    return self.get(email=email)
+                    return self.get(email__iexact=email)
                 except self.model.DoesNotExist:
                     pass
-            elif self.filter(email=email).exists() and not settings.OIDC_ALLOW_DUPLICATE_EMAILS:
+            elif (
+                self.filter(email__iexact=email).exists()
+                and not settings.OIDC_ALLOW_DUPLICATE_EMAILS
+            ):
                 raise DuplicateEmailError(
                     _(
                         "We couldn't find a user with this sub but the email is already "
@@ -163,6 +166,12 @@ class User(AbstractBaseUser, BaseModel, auth_models.PermissionsMixin):
         help_text=_("Whether the user allows to use their conversations for analytics."),
     )
 
+    allow_smart_web_search = models.BooleanField(
+        _("allow smart web search"),
+        default=True,
+        help_text=_("Whether the user allows to use smart web search features."),
+    )
+
     objects = UserManager()
 
     USERNAME_FIELD = "admin_email"

src/backend/core/tests/authentication/test_backends.py

@@ -64,6 +64,28 @@ def test_authentication_getter_existing_user_via_email(django_assert_num_queries
     assert user == db_user
 
 
+def test_authentication_getter_existing_user_via_email_case_insensitive(
+    django_assert_num_queries, monkeypatch
+):
+    """
+    If an existing user doesn't match the sub but matches the email with different case,
+    the user should be returned (case-insensitive email matching).
+    """
+
+    klass = OIDCAuthenticationBackend()
+    db_user = UserFactory(email="john.doe@example.com")
+
+    def get_userinfo_mocked(*args):
+        return {"sub": "123", "email": "JOHN.DOE@EXAMPLE.COM"}
+
+    monkeypatch.setattr(OIDCAuthenticationBackend, "get_userinfo", get_userinfo_mocked)
+
+    with django_assert_num_queries(4):  # user by sub, user by mail, update sub
+        user = klass.get_or_create_user(access_token="test-token", id_token=None, payload=None)
+
+    assert user == db_user
+
+
 def test_authentication_getter_email_none(monkeypatch):
     """
     If no user is found with the sub and no email is provided, a new user should be created.
@@ -149,6 +171,39 @@ def test_authentication_getter_existing_user_no_fallback_to_email_no_duplicate(
     assert models.User.objects.count() == 1
 
 
+def test_authentication_getter_existing_user_no_fallback_to_email_no_duplicate_case_insensitive(
+    settings, monkeypatch
+):
+    """
+    When the "OIDC_FALLBACK_TO_EMAIL_FOR_IDENTIFICATION" setting is set to False,
+    the system should detect duplicate emails even with different case.
+    """
+
+    klass = OIDCAuthenticationBackend()
+    _db_user = UserFactory(email="john.doe@example.com")
+
+    # Set the setting to False
+    settings.OIDC_FALLBACK_TO_EMAIL_FOR_IDENTIFICATION = False
+    settings.OIDC_ALLOW_DUPLICATE_EMAILS = False
+
+    def get_userinfo_mocked(*args):
+        return {"sub": "123", "email": "JOHN.DOE@EXAMPLE.COM"}
+
+    monkeypatch.setattr(OIDCAuthenticationBackend, "get_userinfo", get_userinfo_mocked)
+
+    with pytest.raises(
+        SuspiciousOperation,
+        match=(
+            "We couldn't find a user with this sub but the email is already associated "
+            "with a registered user."
+        ),
+    ):
+        klass.get_or_create_user(access_token="test-token", id_token=None, payload=None)
+
+    # Since the sub doesn't match, it should not create a new user
+    assert models.User.objects.count() == 1
+
+
 def test_authentication_getter_existing_user_with_email(django_assert_num_queries, monkeypatch):
     """
     When the user's info contains an email and targets an existing user,

src/backend/core/tests/test_api_users.py

@@ -225,6 +225,7 @@ def test_api_users_retrieve_me_authenticated():
     assert response.json() == {
         "id": str(user.id),
         "allow_conversation_analytics": user.allow_conversation_analytics,
+        "allow_smart_web_search": user.allow_smart_web_search,
         "email": user.email,
         "full_name": user.full_name,
         "language": user.language,
@@ -338,7 +339,7 @@ def test_api_users_update_anonymous():
 def test_api_users_update_authenticated_self():
     """
     Authenticated users should be able to update their own user but only "language",
-    "allow_conversation_analytics" and "timezone" fields.
+    "allow_conversation_analytics", "allow_smart_web_search" and "timezone" fields.
     """
     user = factories.UserFactory()
 
@@ -350,6 +351,7 @@ def test_api_users_update_authenticated_self():
         serializers.UserSerializer(
             instance=factories.UserFactory(
                 allow_conversation_analytics=not user.allow_conversation_analytics,
+                allow_smart_web_search=not user.allow_smart_web_search,
             )
         ).data
     )
@@ -364,7 +366,12 @@ def test_api_users_update_authenticated_self():
     user.refresh_from_db()
     user_values = dict(serializers.UserSerializer(instance=user).data)
     for key, value in user_values.items():
-        if key in ["allow_conversation_analytics", "language", "timezone"]:
+        if key in [
+            "allow_conversation_analytics",
+            "allow_smart_web_search",
+            "language",
+            "timezone",
+        ]:
             assert value == new_user_values[key]
         else:
             assert value == old_user_values[key]
@@ -419,7 +426,7 @@ def test_api_users_patch_anonymous():
 def test_api_users_patch_authenticated_self():
     """
     Authenticated users should be able to patch their own user but only "language",
-    "allow_conversation_analytics" and "timezone" fields.
+    "allow_conversation_analytics", "allow_smart_web_search" and "timezone" fields.
     """
     user = factories.UserFactory()
 
@@ -431,6 +438,7 @@ def test_api_users_patch_authenticated_self():
         serializers.UserSerializer(
             instance=factories.UserFactory(
                 allow_conversation_analytics=not user.allow_conversation_analytics,
+                allow_smart_web_search=not user.allow_smart_web_search,
             )
         ).data
     )
@@ -446,7 +454,12 @@ def test_api_users_patch_authenticated_self():
     user.refresh_from_db()
     user_values = dict(serializers.UserSerializer(instance=user).data)
     for key, value in user_values.items():
-        if key in ["allow_conversation_analytics", "language", "timezone"]:
+        if key in [
+            "allow_conversation_analytics",
+            "allow_smart_web_search",
+            "language",
+            "timezone",
+        ]:
             assert value == new_user_values[key]
         else:
             assert value == old_user_values[key]

src/backend/core/urls.py

@@ -12,6 +12,7 @@ from core.file_upload.enums import FileToLLMMode
 from activation_codes import viewsets as activation_viewsets
 from chat.views import (
     ChatConversationAttachmentViewSet,
+    ChatProjectViewSet,
     ChatViewSet,
     FileStreamView,
     LLMConfigurationView,
@@ -21,6 +22,7 @@ from chat.views import (
 router = DefaultRouter()
 router.register("users", viewsets.UserViewSet, basename="users")
 router.register("chats", ChatViewSet, basename="chats")
+router.register("projects", ChatProjectViewSet, basename="projects")
 router.register("activation", activation_viewsets.ActivationViewSet, basename="activation")
 
 conversation_router = DefaultRouter()

src/backend/locale/de_DE/LC_MESSAGES/django.po

@@ -2,8 +2,8 @@ msgid ""
 msgstr ""
 "Project-Id-Version: la-suite-conversations\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-10-20 21:48+0000\n"
-"PO-Revision-Date: 2026-01-27 15:38\n"
+"POT-Creation-Date: 2026-02-26 21:42+0000\n"
+"PO-Revision-Date: 2026-03-11 15:23\n"
 "Last-Translator: \n"
 "Language-Team: German\n"
 "Language: de_DE\n"
@@ -17,328 +17,320 @@ msgstr ""
 "X-Crowdin-File: backend-conversations.pot\n"
 "X-Crowdin-File-ID: 26\n"
 
-#: activation_codes/admin.py:55 build/lib/activation_codes/admin.py:55
+#: activation_codes/admin.py:55
 msgid "Configuration"
 msgstr ""
 
-#: activation_codes/admin.py:66 build/lib/activation_codes/admin.py:66
+#: activation_codes/admin.py:66
 msgid "Usage details"
 msgstr ""
 
 #: activation_codes/admin.py:70 activation_codes/admin.py:226
-#: build/lib/activation_codes/admin.py:70
-#: build/lib/activation_codes/admin.py:226
 msgid "Timestamps"
 msgstr ""
 
-#: activation_codes/admin.py:109 build/lib/activation_codes/admin.py:109
+#: activation_codes/admin.py:109
 msgid "Usage"
 msgstr ""
 
-#: activation_codes/admin.py:117 build/lib/activation_codes/admin.py:117
+#: activation_codes/admin.py:117
 msgid "Description"
 msgstr ""
 
-#: activation_codes/admin.py:124 build/lib/activation_codes/admin.py:124
+#: activation_codes/admin.py:124
 msgid "No users have used this code yet"
 msgstr ""
 
-#: activation_codes/admin.py:135 build/lib/activation_codes/admin.py:135
+#: activation_codes/admin.py:135
 msgid "Name"
 msgstr ""
 
 #: activation_codes/admin.py:136 activation_codes/admin.py:246
-#: build/lib/activation_codes/admin.py:136
-#: build/lib/activation_codes/admin.py:246
 msgid "Email"
 msgstr ""
 
-#: activation_codes/admin.py:137 build/lib/activation_codes/admin.py:137
+#: activation_codes/admin.py:137
 msgid "Date"
 msgstr ""
 
-#: activation_codes/admin.py:161 build/lib/activation_codes/admin.py:161
+#: activation_codes/admin.py:161
 msgid "Users who used this code"
 msgstr ""
 
-#: activation_codes/admin.py:163 build/lib/activation_codes/admin.py:163
+#: activation_codes/admin.py:163
 msgid "Recompute current uses from related activations"
 msgstr ""
 
-#: activation_codes/admin.py:177 build/lib/activation_codes/admin.py:177
+#: activation_codes/admin.py:177
 msgid "All selected activation codes already have correct usage counts."
 msgstr ""
 
-#: activation_codes/admin.py:182 build/lib/activation_codes/admin.py:182
+#: activation_codes/admin.py:182
 #, python-format
 msgid "Successfully recomputed usage counts for %(count)d activation code(s)."
 msgstr ""
 
 #: activation_codes/admin.py:240 activation_codes/admin.py:284
-#: build/lib/activation_codes/admin.py:240
-#: build/lib/activation_codes/admin.py:284
 msgid "User"
 msgstr ""
 
-#: activation_codes/admin.py:291 build/lib/activation_codes/admin.py:291
+#: activation_codes/admin.py:291
 msgid "Has used activation code"
 msgstr ""
 
-#: activation_codes/admin.py:293 build/lib/activation_codes/admin.py:293
+#: activation_codes/admin.py:293
 msgid "Add selected users to Brevo waiting list"
 msgstr ""
 
-#: activation_codes/admin.py:314 build/lib/activation_codes/admin.py:314
+#: activation_codes/admin.py:314
 #, python-format
 msgid "Added %(count)d user(s) to Brevo waiting list."
 msgstr ""
 
 #: activation_codes/admin.py:319 activation_codes/admin.py:347
-#: build/lib/activation_codes/admin.py:319
-#: build/lib/activation_codes/admin.py:347
 msgid "No valid email address found in selected registrations."
 msgstr ""
 
-#: activation_codes/admin.py:323 build/lib/activation_codes/admin.py:323
+#: activation_codes/admin.py:323
 msgid "Remove selected users from Brevo waiting list"
 msgstr ""
 
-#: activation_codes/admin.py:342 build/lib/activation_codes/admin.py:342
+#: activation_codes/admin.py:342
 #, python-format
 msgid "Removed %(count)d user(s) from Brevo waiting list."
 msgstr ""
 
 #: activation_codes/models.py:38 activation_codes/models.py:85
-#: activation_codes/models.py:178 build/lib/activation_codes/models.py:38
-#: build/lib/activation_codes/models.py:85
-#: build/lib/activation_codes/models.py:178
+#: activation_codes/models.py:178
 msgid "activation code"
 msgstr ""
 
-#: activation_codes/models.py:39 build/lib/activation_codes/models.py:39
+#: activation_codes/models.py:39
 msgid "The activation code that users will enter"
 msgstr ""
 
-#: activation_codes/models.py:46 build/lib/activation_codes/models.py:46
+#: activation_codes/models.py:46
 msgid "Code must be alphanumeric and contain no spaces or special characters"
 msgstr ""
 
-#: activation_codes/models.py:52 build/lib/activation_codes/models.py:52
+#: activation_codes/models.py:52
 msgid "maximum uses"
 msgstr ""
 
-#: activation_codes/models.py:53 build/lib/activation_codes/models.py:53
+#: activation_codes/models.py:53
 msgid "Maximum number of times this code can be used. 0 means unlimited."
 msgstr ""
 
-#: activation_codes/models.py:58 build/lib/activation_codes/models.py:58
+#: activation_codes/models.py:58
 msgid "current uses"
 msgstr ""
 
-#: activation_codes/models.py:59 build/lib/activation_codes/models.py:59
+#: activation_codes/models.py:59
 msgid "Number of times this code has been used"
 msgstr ""
 
-#: activation_codes/models.py:65 build/lib/activation_codes/models.py:65
-#: build/lib/core/models.py:151 core/models.py:151
+#: activation_codes/models.py:65 core/models.py:154
 msgid "active"
 msgstr ""
 
-#: activation_codes/models.py:66 build/lib/activation_codes/models.py:66
+#: activation_codes/models.py:66
 msgid "Whether this code can still be used"
 msgstr ""
 
-#: activation_codes/models.py:71 build/lib/activation_codes/models.py:71
+#: activation_codes/models.py:71
 msgid "expires at"
 msgstr ""
 
-#: activation_codes/models.py:72 build/lib/activation_codes/models.py:72
+#: activation_codes/models.py:72
 msgid "Date and time when this code expires"
 msgstr ""
 
-#: activation_codes/models.py:78 build/lib/activation_codes/models.py:78
+#: activation_codes/models.py:78
 msgid "description"
 msgstr ""
 
-#: activation_codes/models.py:79 build/lib/activation_codes/models.py:79
+#: activation_codes/models.py:79
 msgid "Internal description or notes about this code"
 msgstr ""
 
-#: activation_codes/models.py:86 build/lib/activation_codes/models.py:86
+#: activation_codes/models.py:86
 msgid "activation codes"
 msgstr ""
 
-#: activation_codes/models.py:128 build/lib/activation_codes/models.py:128
+#: activation_codes/models.py:128
 msgid "This activation code is no longer valid"
 msgstr ""
 
-#: activation_codes/models.py:136 build/lib/activation_codes/models.py:136
+#: activation_codes/models.py:136
 msgid "You have already activated your account"
 msgstr ""
 
 #: activation_codes/models.py:170 activation_codes/models.py:202
-#: build/lib/activation_codes/models.py:170
-#: build/lib/activation_codes/models.py:202 build/lib/core/models.py:173
-#: core/models.py:173
+#: core/models.py:182
 msgid "user"
 msgstr ""
 
-#: activation_codes/models.py:171 build/lib/activation_codes/models.py:171
+#: activation_codes/models.py:171
 msgid "The user who used the activation code"
 msgstr ""
 
-#: activation_codes/models.py:179 build/lib/activation_codes/models.py:179
+#: activation_codes/models.py:179
 msgid "The activation code that was used"
 msgstr ""
 
 #: activation_codes/models.py:186 activation_codes/models.py:210
-#: build/lib/activation_codes/models.py:186
-#: build/lib/activation_codes/models.py:210
 msgid "user activation"
 msgstr ""
 
-#: activation_codes/models.py:187 build/lib/activation_codes/models.py:187
+#: activation_codes/models.py:187
 msgid "user activations"
 msgstr ""
 
-#: activation_codes/models.py:203 build/lib/activation_codes/models.py:203
+#: activation_codes/models.py:203
 msgid "The user who made the registration request"
 msgstr ""
 
-#: activation_codes/models.py:211 build/lib/activation_codes/models.py:211
+#: activation_codes/models.py:211
 msgid "Store if the user received an activation code and used it"
 msgstr ""
 
-#: activation_codes/models.py:220 build/lib/activation_codes/models.py:220
+#: activation_codes/models.py:220
 msgid "user registration request"
 msgstr ""
 
-#: activation_codes/models.py:221 build/lib/activation_codes/models.py:221
+#: activation_codes/models.py:221
 msgid "user registration requests"
 msgstr ""
 
 #: activation_codes/serializers.py:14
-#: build/lib/activation_codes/serializers.py:14
 msgid "The activation code to validate"
 msgstr ""
 
-#: activation_codes/viewsets.py:107 build/lib/activation_codes/viewsets.py:107
+#: activation_codes/viewsets.py:107
 msgid "Your account has been successfully activated"
 msgstr ""
 
-#: build/lib/chat/apps.py:12 chat/apps.py:12
+#: chat/apps.py:12
 msgid "chat application"
 msgstr ""
 
-#: build/lib/core/admin.py:26 core/admin.py:26
+#: core/admin.py:26
 msgid "Personal info"
 msgstr ""
 
-#: build/lib/core/admin.py:40 core/admin.py:40
+#: core/admin.py:40
 msgid "Permissions"
 msgstr ""
 
-#: build/lib/core/admin.py:52 core/admin.py:52
+#: core/admin.py:52
 msgid "Important dates"
 msgstr ""
 
-#: build/lib/core/models.py:39 core/models.py:39
+#: core/models.py:39
 msgid "id"
 msgstr "id"
 
-#: build/lib/core/models.py:40 core/models.py:40
+#: core/models.py:40
 msgid "primary key for the record as UUID"
 msgstr ""
 
-#: build/lib/core/models.py:46 core/models.py:46
+#: core/models.py:46
 msgid "created on"
 msgstr ""
 
-#: build/lib/core/models.py:47 core/models.py:47
+#: core/models.py:47
 msgid "date and time at which a record was created"
 msgstr ""
 
-#: build/lib/core/models.py:52 core/models.py:52
+#: core/models.py:52
 msgid "updated on"
 msgstr ""
 
-#: build/lib/core/models.py:53 core/models.py:53
+#: core/models.py:53
 msgid "date and time at which a record was last updated"
 msgstr ""
 
-#: build/lib/core/models.py:86 core/models.py:86
+#: core/models.py:89
 msgid "We couldn't find a user with this sub but the email is already associated with a registered user."
 msgstr ""
 
-#: build/lib/core/models.py:99 core/models.py:99
+#: core/models.py:102
 msgid "Enter a valid sub. This value may contain only letters, numbers, and @/./+/-/_/: characters."
 msgstr ""
 
-#: build/lib/core/models.py:105 core/models.py:105
+#: core/models.py:108
 msgid "sub"
 msgstr ""
 
-#: build/lib/core/models.py:107 core/models.py:107
+#: core/models.py:110
 msgid "Required. 255 characters or fewer. Letters, numbers, and @/./+/-/_/: characters only."
 msgstr ""
 
-#: build/lib/core/models.py:116 core/models.py:116
+#: core/models.py:119
 msgid "full name"
 msgstr ""
 
-#: build/lib/core/models.py:117 core/models.py:117
+#: core/models.py:120
 msgid "short name"
 msgstr ""
 
-#: build/lib/core/models.py:119 core/models.py:119
+#: core/models.py:122
 msgid "identity email address"
 msgstr ""
 
-#: build/lib/core/models.py:123 core/models.py:123
+#: core/models.py:126
 msgid "admin email address"
 msgstr ""
 
-#: build/lib/core/models.py:129 core/models.py:129
+#: core/models.py:132
 msgid "language"
 msgstr ""
 
-#: build/lib/core/models.py:130 core/models.py:130
+#: core/models.py:133
 msgid "The language in which the user wants to see the interface."
 msgstr ""
 
-#: build/lib/core/models.py:138 core/models.py:138
+#: core/models.py:141
 msgid "The timezone in which the user wants to see times."
 msgstr ""
 
-#: build/lib/core/models.py:141 core/models.py:141
+#: core/models.py:144
 msgid "device"
 msgstr ""
 
-#: build/lib/core/models.py:143 core/models.py:143
+#: core/models.py:146
 msgid "Whether the user is a device or a real user."
 msgstr ""
 
-#: build/lib/core/models.py:146 core/models.py:146
+#: core/models.py:149
 msgid "staff status"
 msgstr ""
 
-#: build/lib/core/models.py:148 core/models.py:148
+#: core/models.py:151
 msgid "Whether the user can log into this admin site."
 msgstr ""
 
-#: build/lib/core/models.py:154 core/models.py:154
+#: core/models.py:157
 msgid "Whether this user should be treated as active. Unselect this instead of deleting accounts."
 msgstr ""
 
-#: build/lib/core/models.py:161 core/models.py:161
+#: core/models.py:164
 msgid "allow conversation analytics"
 msgstr ""
 
-#: build/lib/core/models.py:163 core/models.py:163
+#: core/models.py:166
 msgid "Whether the user allows to use their conversations for analytics."
 msgstr ""
 
-#: build/lib/core/models.py:174 core/models.py:174
+#: core/models.py:170
+msgid "allow smart web search"
+msgstr ""
+
+#: core/models.py:172
+msgid "Whether the user allows to use smart web search features."
+msgstr ""
+
+#: core/models.py:183
 msgid "users"
 msgstr ""
 

src/backend/locale/en_US/LC_MESSAGES/django.po

@@ -2,8 +2,8 @@ msgid ""
 msgstr ""
 "Project-Id-Version: la-suite-conversations\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-10-20 21:48+0000\n"
-"PO-Revision-Date: 2026-01-27 15:38\n"
+"POT-Creation-Date: 2026-02-26 21:42+0000\n"
+"PO-Revision-Date: 2026-03-11 15:23\n"
 "Last-Translator: \n"
 "Language-Team: English\n"
 "Language: en_US\n"
@@ -17,328 +17,320 @@ msgstr ""
 "X-Crowdin-File: backend-conversations.pot\n"
 "X-Crowdin-File-ID: 26\n"
 
-#: activation_codes/admin.py:55 build/lib/activation_codes/admin.py:55
+#: activation_codes/admin.py:55
 msgid "Configuration"
 msgstr ""
 
-#: activation_codes/admin.py:66 build/lib/activation_codes/admin.py:66
+#: activation_codes/admin.py:66
 msgid "Usage details"
 msgstr ""
 
 #: activation_codes/admin.py:70 activation_codes/admin.py:226
-#: build/lib/activation_codes/admin.py:70
-#: build/lib/activation_codes/admin.py:226
 msgid "Timestamps"
 msgstr ""
 
-#: activation_codes/admin.py:109 build/lib/activation_codes/admin.py:109
+#: activation_codes/admin.py:109
 msgid "Usage"
 msgstr ""
 
-#: activation_codes/admin.py:117 build/lib/activation_codes/admin.py:117
+#: activation_codes/admin.py:117
 msgid "Description"
 msgstr ""
 
-#: activation_codes/admin.py:124 build/lib/activation_codes/admin.py:124
+#: activation_codes/admin.py:124
 msgid "No users have used this code yet"
 msgstr ""
 
-#: activation_codes/admin.py:135 build/lib/activation_codes/admin.py:135
+#: activation_codes/admin.py:135
 msgid "Name"
 msgstr ""
 
 #: activation_codes/admin.py:136 activation_codes/admin.py:246
-#: build/lib/activation_codes/admin.py:136
-#: build/lib/activation_codes/admin.py:246
 msgid "Email"
 msgstr ""
 
-#: activation_codes/admin.py:137 build/lib/activation_codes/admin.py:137
+#: activation_codes/admin.py:137
 msgid "Date"
 msgstr ""
 
-#: activation_codes/admin.py:161 build/lib/activation_codes/admin.py:161
+#: activation_codes/admin.py:161
 msgid "Users who used this code"
 msgstr ""
 
-#: activation_codes/admin.py:163 build/lib/activation_codes/admin.py:163
+#: activation_codes/admin.py:163
 msgid "Recompute current uses from related activations"
 msgstr ""
 
-#: activation_codes/admin.py:177 build/lib/activation_codes/admin.py:177
+#: activation_codes/admin.py:177
 msgid "All selected activation codes already have correct usage counts."
 msgstr ""
 
-#: activation_codes/admin.py:182 build/lib/activation_codes/admin.py:182
+#: activation_codes/admin.py:182
 #, python-format
 msgid "Successfully recomputed usage counts for %(count)d activation code(s)."
 msgstr ""
 
 #: activation_codes/admin.py:240 activation_codes/admin.py:284
-#: build/lib/activation_codes/admin.py:240
-#: build/lib/activation_codes/admin.py:284
 msgid "User"
 msgstr ""
 
-#: activation_codes/admin.py:291 build/lib/activation_codes/admin.py:291
+#: activation_codes/admin.py:291
 msgid "Has used activation code"
 msgstr ""
 
-#: activation_codes/admin.py:293 build/lib/activation_codes/admin.py:293
+#: activation_codes/admin.py:293
 msgid "Add selected users to Brevo waiting list"
 msgstr ""
 
-#: activation_codes/admin.py:314 build/lib/activation_codes/admin.py:314
+#: activation_codes/admin.py:314
 #, python-format
 msgid "Added %(count)d user(s) to Brevo waiting list."
 msgstr ""
 
 #: activation_codes/admin.py:319 activation_codes/admin.py:347
-#: build/lib/activation_codes/admin.py:319
-#: build/lib/activation_codes/admin.py:347
 msgid "No valid email address found in selected registrations."
 msgstr ""
 
-#: activation_codes/admin.py:323 build/lib/activation_codes/admin.py:323
+#: activation_codes/admin.py:323
 msgid "Remove selected users from Brevo waiting list"
 msgstr ""
 
-#: activation_codes/admin.py:342 build/lib/activation_codes/admin.py:342
+#: activation_codes/admin.py:342
 #, python-format
 msgid "Removed %(count)d user(s) from Brevo waiting list."
 msgstr ""
 
 #: activation_codes/models.py:38 activation_codes/models.py:85
-#: activation_codes/models.py:178 build/lib/activation_codes/models.py:38
-#: build/lib/activation_codes/models.py:85
-#: build/lib/activation_codes/models.py:178
+#: activation_codes/models.py:178
 msgid "activation code"
 msgstr ""
 
-#: activation_codes/models.py:39 build/lib/activation_codes/models.py:39
+#: activation_codes/models.py:39
 msgid "The activation code that users will enter"
 msgstr ""
 
-#: activation_codes/models.py:46 build/lib/activation_codes/models.py:46
+#: activation_codes/models.py:46
 msgid "Code must be alphanumeric and contain no spaces or special characters"
 msgstr ""
 
-#: activation_codes/models.py:52 build/lib/activation_codes/models.py:52
+#: activation_codes/models.py:52
 msgid "maximum uses"
 msgstr ""
 
-#: activation_codes/models.py:53 build/lib/activation_codes/models.py:53
+#: activation_codes/models.py:53
 msgid "Maximum number of times this code can be used. 0 means unlimited."
 msgstr ""
 
-#: activation_codes/models.py:58 build/lib/activation_codes/models.py:58
+#: activation_codes/models.py:58
 msgid "current uses"
 msgstr ""
 
-#: activation_codes/models.py:59 build/lib/activation_codes/models.py:59
+#: activation_codes/models.py:59
 msgid "Number of times this code has been used"
 msgstr ""
 
-#: activation_codes/models.py:65 build/lib/activation_codes/models.py:65
-#: build/lib/core/models.py:151 core/models.py:151
+#: activation_codes/models.py:65 core/models.py:154
 msgid "active"
 msgstr ""
 
-#: activation_codes/models.py:66 build/lib/activation_codes/models.py:66
+#: activation_codes/models.py:66
 msgid "Whether this code can still be used"
 msgstr ""
 
-#: activation_codes/models.py:71 build/lib/activation_codes/models.py:71
+#: activation_codes/models.py:71
 msgid "expires at"
 msgstr ""
 
-#: activation_codes/models.py:72 build/lib/activation_codes/models.py:72
+#: activation_codes/models.py:72
 msgid "Date and time when this code expires"
 msgstr ""
 
-#: activation_codes/models.py:78 build/lib/activation_codes/models.py:78
+#: activation_codes/models.py:78
 msgid "description"
 msgstr ""
 
-#: activation_codes/models.py:79 build/lib/activation_codes/models.py:79
+#: activation_codes/models.py:79
 msgid "Internal description or notes about this code"
 msgstr ""
 
-#: activation_codes/models.py:86 build/lib/activation_codes/models.py:86
+#: activation_codes/models.py:86
 msgid "activation codes"
 msgstr ""
 
-#: activation_codes/models.py:128 build/lib/activation_codes/models.py:128
+#: activation_codes/models.py:128
 msgid "This activation code is no longer valid"
 msgstr ""
 
-#: activation_codes/models.py:136 build/lib/activation_codes/models.py:136
+#: activation_codes/models.py:136
 msgid "You have already activated your account"
 msgstr ""
 
 #: activation_codes/models.py:170 activation_codes/models.py:202
-#: build/lib/activation_codes/models.py:170
-#: build/lib/activation_codes/models.py:202 build/lib/core/models.py:173
-#: core/models.py:173
+#: core/models.py:182
 msgid "user"
 msgstr ""
 
-#: activation_codes/models.py:171 build/lib/activation_codes/models.py:171
+#: activation_codes/models.py:171
 msgid "The user who used the activation code"
 msgstr ""
 
-#: activation_codes/models.py:179 build/lib/activation_codes/models.py:179
+#: activation_codes/models.py:179
 msgid "The activation code that was used"
 msgstr ""
 
 #: activation_codes/models.py:186 activation_codes/models.py:210
-#: build/lib/activation_codes/models.py:186
-#: build/lib/activation_codes/models.py:210
 msgid "user activation"
 msgstr ""
 
-#: activation_codes/models.py:187 build/lib/activation_codes/models.py:187
+#: activation_codes/models.py:187
 msgid "user activations"
 msgstr ""
 
-#: activation_codes/models.py:203 build/lib/activation_codes/models.py:203
+#: activation_codes/models.py:203
 msgid "The user who made the registration request"
 msgstr ""
 
-#: activation_codes/models.py:211 build/lib/activation_codes/models.py:211
+#: activation_codes/models.py:211
 msgid "Store if the user received an activation code and used it"
 msgstr ""
 
-#: activation_codes/models.py:220 build/lib/activation_codes/models.py:220
+#: activation_codes/models.py:220
 msgid "user registration request"
 msgstr ""
 
-#: activation_codes/models.py:221 build/lib/activation_codes/models.py:221
+#: activation_codes/models.py:221
 msgid "user registration requests"
 msgstr ""
 
 #: activation_codes/serializers.py:14
-#: build/lib/activation_codes/serializers.py:14
 msgid "The activation code to validate"
 msgstr ""
 
-#: activation_codes/viewsets.py:107 build/lib/activation_codes/viewsets.py:107
+#: activation_codes/viewsets.py:107
 msgid "Your account has been successfully activated"
 msgstr ""
 
-#: build/lib/chat/apps.py:12 chat/apps.py:12
+#: chat/apps.py:12
 msgid "chat application"
 msgstr ""
 
-#: build/lib/core/admin.py:26 core/admin.py:26
+#: core/admin.py:26
 msgid "Personal info"
 msgstr ""
 
-#: build/lib/core/admin.py:40 core/admin.py:40
+#: core/admin.py:40
 msgid "Permissions"
 msgstr ""
 
-#: build/lib/core/admin.py:52 core/admin.py:52
+#: core/admin.py:52
 msgid "Important dates"
 msgstr ""
 
-#: build/lib/core/models.py:39 core/models.py:39
+#: core/models.py:39
 msgid "id"
 msgstr ""
 
-#: build/lib/core/models.py:40 core/models.py:40
+#: core/models.py:40
 msgid "primary key for the record as UUID"
 msgstr ""
 
-#: build/lib/core/models.py:46 core/models.py:46
+#: core/models.py:46
 msgid "created on"
 msgstr ""
 
-#: build/lib/core/models.py:47 core/models.py:47
+#: core/models.py:47
 msgid "date and time at which a record was created"
 msgstr ""
 
-#: build/lib/core/models.py:52 core/models.py:52
+#: core/models.py:52
 msgid "updated on"
 msgstr ""
 
-#: build/lib/core/models.py:53 core/models.py:53
+#: core/models.py:53
 msgid "date and time at which a record was last updated"
 msgstr ""
 
-#: build/lib/core/models.py:86 core/models.py:86
+#: core/models.py:89
 msgid "We couldn't find a user with this sub but the email is already associated with a registered user."
 msgstr ""
 
-#: build/lib/core/models.py:99 core/models.py:99
+#: core/models.py:102
 msgid "Enter a valid sub. This value may contain only letters, numbers, and @/./+/-/_/: characters."
 msgstr ""
 
-#: build/lib/core/models.py:105 core/models.py:105
+#: core/models.py:108
 msgid "sub"
 msgstr ""
 
-#: build/lib/core/models.py:107 core/models.py:107
+#: core/models.py:110
 msgid "Required. 255 characters or fewer. Letters, numbers, and @/./+/-/_/: characters only."
 msgstr ""
 
-#: build/lib/core/models.py:116 core/models.py:116
+#: core/models.py:119
 msgid "full name"
 msgstr ""
 
-#: build/lib/core/models.py:117 core/models.py:117
+#: core/models.py:120
 msgid "short name"
 msgstr ""
 
-#: build/lib/core/models.py:119 core/models.py:119
+#: core/models.py:122
 msgid "identity email address"
 msgstr ""
 
-#: build/lib/core/models.py:123 core/models.py:123
+#: core/models.py:126
 msgid "admin email address"
 msgstr ""
 
-#: build/lib/core/models.py:129 core/models.py:129
+#: core/models.py:132
 msgid "language"
 msgstr ""
 
-#: build/lib/core/models.py:130 core/models.py:130
+#: core/models.py:133
 msgid "The language in which the user wants to see the interface."
 msgstr ""
 
-#: build/lib/core/models.py:138 core/models.py:138
+#: core/models.py:141
 msgid "The timezone in which the user wants to see times."
 msgstr ""
 
-#: build/lib/core/models.py:141 core/models.py:141
+#: core/models.py:144
 msgid "device"
 msgstr ""
 
-#: build/lib/core/models.py:143 core/models.py:143
+#: core/models.py:146
 msgid "Whether the user is a device or a real user."
 msgstr ""
 
-#: build/lib/core/models.py:146 core/models.py:146
+#: core/models.py:149
 msgid "staff status"
 msgstr ""
 
-#: build/lib/core/models.py:148 core/models.py:148
+#: core/models.py:151
 msgid "Whether the user can log into this admin site."
 msgstr ""
 
-#: build/lib/core/models.py:154 core/models.py:154
+#: core/models.py:157
 msgid "Whether this user should be treated as active. Unselect this instead of deleting accounts."
 msgstr ""
 
-#: build/lib/core/models.py:161 core/models.py:161
+#: core/models.py:164
 msgid "allow conversation analytics"
 msgstr ""
 
-#: build/lib/core/models.py:163 core/models.py:163
+#: core/models.py:166
 msgid "Whether the user allows to use their conversations for analytics."
 msgstr ""
 
-#: build/lib/core/models.py:174 core/models.py:174
+#: core/models.py:170
+msgid "allow smart web search"
+msgstr ""
+
+#: core/models.py:172
+msgid "Whether the user allows to use smart web search features."
+msgstr ""
+
+#: core/models.py:183
 msgid "users"
 msgstr ""
 

src/backend/locale/fr_FR/LC_MESSAGES/django.po

@@ -2,8 +2,8 @@ msgid ""
 msgstr ""
 "Project-Id-Version: la-suite-conversations\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-10-20 21:48+0000\n"
-"PO-Revision-Date: 2026-01-27 15:38\n"
+"POT-Creation-Date: 2026-02-26 21:42+0000\n"
+"PO-Revision-Date: 2026-03-11 15:23\n"
 "Last-Translator: \n"
 "Language-Team: French\n"
 "Language: fr_FR\n"
@@ -17,328 +17,320 @@ msgstr ""
 "X-Crowdin-File: backend-conversations.pot\n"
 "X-Crowdin-File-ID: 26\n"
 
-#: activation_codes/admin.py:55 build/lib/activation_codes/admin.py:55
+#: activation_codes/admin.py:55
 msgid "Configuration"
 msgstr "Configuration"
 
-#: activation_codes/admin.py:66 build/lib/activation_codes/admin.py:66
+#: activation_codes/admin.py:66
 msgid "Usage details"
 msgstr "Détails d'utilisation"
 
 #: activation_codes/admin.py:70 activation_codes/admin.py:226
-#: build/lib/activation_codes/admin.py:70
-#: build/lib/activation_codes/admin.py:226
 msgid "Timestamps"
 msgstr "Horodatages"
 
-#: activation_codes/admin.py:109 build/lib/activation_codes/admin.py:109
+#: activation_codes/admin.py:109
 msgid "Usage"
 msgstr "Utilisation"
 
-#: activation_codes/admin.py:117 build/lib/activation_codes/admin.py:117
+#: activation_codes/admin.py:117
 msgid "Description"
 msgstr "Description"
 
-#: activation_codes/admin.py:124 build/lib/activation_codes/admin.py:124
+#: activation_codes/admin.py:124
 msgid "No users have used this code yet"
 msgstr "Aucun utilisateur n'a encore utilisé ce code"
 
-#: activation_codes/admin.py:135 build/lib/activation_codes/admin.py:135
+#: activation_codes/admin.py:135
 msgid "Name"
 msgstr "Nom"
 
 #: activation_codes/admin.py:136 activation_codes/admin.py:246
-#: build/lib/activation_codes/admin.py:136
-#: build/lib/activation_codes/admin.py:246
 msgid "Email"
 msgstr "E-mail"
 
-#: activation_codes/admin.py:137 build/lib/activation_codes/admin.py:137
+#: activation_codes/admin.py:137
 msgid "Date"
 msgstr "Date"
 
-#: activation_codes/admin.py:161 build/lib/activation_codes/admin.py:161
+#: activation_codes/admin.py:161
 msgid "Users who used this code"
 msgstr "Utilisateurs qui ont utilisé ce code"
 
-#: activation_codes/admin.py:163 build/lib/activation_codes/admin.py:163
+#: activation_codes/admin.py:163
 msgid "Recompute current uses from related activations"
 msgstr "Recalculer les utilisations actuelles à partir des activations liées"
 
-#: activation_codes/admin.py:177 build/lib/activation_codes/admin.py:177
+#: activation_codes/admin.py:177
 msgid "All selected activation codes already have correct usage counts."
 msgstr "Tous les codes d'activation sélectionnés ont déjà un nombre correct d'utilisations."
 
-#: activation_codes/admin.py:182 build/lib/activation_codes/admin.py:182
+#: activation_codes/admin.py:182
 #, python-format
 msgid "Successfully recomputed usage counts for %(count)d activation code(s)."
 msgstr "Utilisation recalculée avec succès pour %(count)d code(s) d'activation."
 
 #: activation_codes/admin.py:240 activation_codes/admin.py:284
-#: build/lib/activation_codes/admin.py:240
-#: build/lib/activation_codes/admin.py:284
 msgid "User"
 msgstr "Utilisateur"
 
-#: activation_codes/admin.py:291 build/lib/activation_codes/admin.py:291
+#: activation_codes/admin.py:291
 msgid "Has used activation code"
 msgstr "A utilisé le code d'activation"
 
-#: activation_codes/admin.py:293 build/lib/activation_codes/admin.py:293
+#: activation_codes/admin.py:293
 msgid "Add selected users to Brevo waiting list"
 msgstr "Ajouter les utilisateurs sélectionnés à la liste d'attente Brevo"
 
-#: activation_codes/admin.py:314 build/lib/activation_codes/admin.py:314
+#: activation_codes/admin.py:314
 #, python-format
 msgid "Added %(count)d user(s) to Brevo waiting list."
 msgstr "%(count)d utilisateur(s) ajoutés à la liste d'attente Brevo."
 
 #: activation_codes/admin.py:319 activation_codes/admin.py:347
-#: build/lib/activation_codes/admin.py:319
-#: build/lib/activation_codes/admin.py:347
 msgid "No valid email address found in selected registrations."
 msgstr "Aucune adresse e-mail valide trouvée dans les inscriptions sélectionnées."
 
-#: activation_codes/admin.py:323 build/lib/activation_codes/admin.py:323
+#: activation_codes/admin.py:323
 msgid "Remove selected users from Brevo waiting list"
 msgstr "Supprimer les utilisateurs sélectionnés de la liste d'attente Brevo"
 
-#: activation_codes/admin.py:342 build/lib/activation_codes/admin.py:342
+#: activation_codes/admin.py:342
 #, python-format
 msgid "Removed %(count)d user(s) from Brevo waiting list."
 msgstr "Suppression de %(count)d utilisateur(s) de la liste d'attente Brevo."
 
 #: activation_codes/models.py:38 activation_codes/models.py:85
-#: activation_codes/models.py:178 build/lib/activation_codes/models.py:38
-#: build/lib/activation_codes/models.py:85
-#: build/lib/activation_codes/models.py:178
+#: activation_codes/models.py:178
 msgid "activation code"
 msgstr "code d'activation"
 
-#: activation_codes/models.py:39 build/lib/activation_codes/models.py:39
+#: activation_codes/models.py:39
 msgid "The activation code that users will enter"
 msgstr "Le code d'activation que les utilisateurs entreront"
 
-#: activation_codes/models.py:46 build/lib/activation_codes/models.py:46
+#: activation_codes/models.py:46
 msgid "Code must be alphanumeric and contain no spaces or special characters"
 msgstr "Le code doit être alphanumérique et ne contenir ni espaces ni caractères spéciaux"
 
-#: activation_codes/models.py:52 build/lib/activation_codes/models.py:52
+#: activation_codes/models.py:52
 msgid "maximum uses"
 msgstr "utilisations maximales"
 
-#: activation_codes/models.py:53 build/lib/activation_codes/models.py:53
+#: activation_codes/models.py:53
 msgid "Maximum number of times this code can be used. 0 means unlimited."
 msgstr "Nombre maximum d'utilisation de ce code. 0 signifie illimité."
 
-#: activation_codes/models.py:58 build/lib/activation_codes/models.py:58
+#: activation_codes/models.py:58
 msgid "current uses"
 msgstr "utilisations actuelles"
 
-#: activation_codes/models.py:59 build/lib/activation_codes/models.py:59
+#: activation_codes/models.py:59
 msgid "Number of times this code has been used"
 msgstr "Nombre de fois où ce code a été utilisé"
 
-#: activation_codes/models.py:65 build/lib/activation_codes/models.py:65
-#: build/lib/core/models.py:151 core/models.py:151
+#: activation_codes/models.py:65 core/models.py:154
 msgid "active"
 msgstr "actif"
 
-#: activation_codes/models.py:66 build/lib/activation_codes/models.py:66
+#: activation_codes/models.py:66
 msgid "Whether this code can still be used"
 msgstr "Si ce code peut encore être utilisé"
 
-#: activation_codes/models.py:71 build/lib/activation_codes/models.py:71
+#: activation_codes/models.py:71
 msgid "expires at"
 msgstr "expiration"
 
-#: activation_codes/models.py:72 build/lib/activation_codes/models.py:72
+#: activation_codes/models.py:72
 msgid "Date and time when this code expires"
 msgstr "Date et heure d'expiration de ce code"
 
-#: activation_codes/models.py:78 build/lib/activation_codes/models.py:78
+#: activation_codes/models.py:78
 msgid "description"
 msgstr "description"
 
-#: activation_codes/models.py:79 build/lib/activation_codes/models.py:79
+#: activation_codes/models.py:79
 msgid "Internal description or notes about this code"
 msgstr "Description interne ou notes à propos de ce code"
 
-#: activation_codes/models.py:86 build/lib/activation_codes/models.py:86
+#: activation_codes/models.py:86
 msgid "activation codes"
 msgstr "codes d'activation"
 
-#: activation_codes/models.py:128 build/lib/activation_codes/models.py:128
+#: activation_codes/models.py:128
 msgid "This activation code is no longer valid"
 msgstr "Ce code d'activation n'est plus valide"
 
-#: activation_codes/models.py:136 build/lib/activation_codes/models.py:136
+#: activation_codes/models.py:136
 msgid "You have already activated your account"
 msgstr "Vous avez déjà activé votre compte"
 
 #: activation_codes/models.py:170 activation_codes/models.py:202
-#: build/lib/activation_codes/models.py:170
-#: build/lib/activation_codes/models.py:202 build/lib/core/models.py:173
-#: core/models.py:173
+#: core/models.py:182
 msgid "user"
 msgstr "utilisateur"
 
-#: activation_codes/models.py:171 build/lib/activation_codes/models.py:171
+#: activation_codes/models.py:171
 msgid "The user who used the activation code"
 msgstr "L'utilisateur qui a utilisé le code d'activation"
 
-#: activation_codes/models.py:179 build/lib/activation_codes/models.py:179
+#: activation_codes/models.py:179
 msgid "The activation code that was used"
 msgstr "Le code d'activation qui a été utilisé"
 
 #: activation_codes/models.py:186 activation_codes/models.py:210
-#: build/lib/activation_codes/models.py:186
-#: build/lib/activation_codes/models.py:210
 msgid "user activation"
 msgstr "activation d'utilisateur"
 
-#: activation_codes/models.py:187 build/lib/activation_codes/models.py:187
+#: activation_codes/models.py:187
 msgid "user activations"
 msgstr "activations d'utilisateurs"
 
-#: activation_codes/models.py:203 build/lib/activation_codes/models.py:203
+#: activation_codes/models.py:203
 msgid "The user who made the registration request"
 msgstr "L'utilisateur qui a fait la demande d'enregistrement"
 
-#: activation_codes/models.py:211 build/lib/activation_codes/models.py:211
+#: activation_codes/models.py:211
 msgid "Store if the user received an activation code and used it"
 msgstr "Enregistrer si l'utilisateur a reçu un code d'activation et l'a utilisé"
 
-#: activation_codes/models.py:220 build/lib/activation_codes/models.py:220
+#: activation_codes/models.py:220
 msgid "user registration request"
 msgstr "demande d'inscription d'utilisateur"
 
-#: activation_codes/models.py:221 build/lib/activation_codes/models.py:221
+#: activation_codes/models.py:221
 msgid "user registration requests"
 msgstr "demandes d'inscription d'utilisateur"
 
 #: activation_codes/serializers.py:14
-#: build/lib/activation_codes/serializers.py:14
 msgid "The activation code to validate"
 msgstr "Le code d'activation à valider"
 
-#: activation_codes/viewsets.py:107 build/lib/activation_codes/viewsets.py:107
+#: activation_codes/viewsets.py:107
 msgid "Your account has been successfully activated"
 msgstr "Votre compte a été activé avec succès"
 
-#: build/lib/chat/apps.py:12 chat/apps.py:12
+#: chat/apps.py:12
 msgid "chat application"
 msgstr "application de chat"
 
-#: build/lib/core/admin.py:26 core/admin.py:26
+#: core/admin.py:26
 msgid "Personal info"
 msgstr "Informations personnelles"
 
-#: build/lib/core/admin.py:40 core/admin.py:40
+#: core/admin.py:40
 msgid "Permissions"
 msgstr "Permissions"
 
-#: build/lib/core/admin.py:52 core/admin.py:52
+#: core/admin.py:52
 msgid "Important dates"
 msgstr "Dates importantes"
 
-#: build/lib/core/models.py:39 core/models.py:39
+#: core/models.py:39
 msgid "id"
 msgstr "id"
 
-#: build/lib/core/models.py:40 core/models.py:40
+#: core/models.py:40
 msgid "primary key for the record as UUID"
 msgstr "clé primaire pour l'enregistrement en tant que UUID"
 
-#: build/lib/core/models.py:46 core/models.py:46
+#: core/models.py:46
 msgid "created on"
 msgstr "créé le"
 
-#: build/lib/core/models.py:47 core/models.py:47
+#: core/models.py:47
 msgid "date and time at which a record was created"
 msgstr "date et heure de création de l'enregistrement"
 
-#: build/lib/core/models.py:52 core/models.py:52
+#: core/models.py:52
 msgid "updated on"
 msgstr "mis à jour le"
 
-#: build/lib/core/models.py:53 core/models.py:53
+#: core/models.py:53
 msgid "date and time at which a record was last updated"
 msgstr "date et heure de la dernière mise à jour de l'enregistrement"
 
-#: build/lib/core/models.py:86 core/models.py:86
+#: core/models.py:89
 msgid "We couldn't find a user with this sub but the email is already associated with a registered user."
 msgstr "Nous n'avons pas pu trouver un utilisateur avec ce sous-groupe mais l'e-mail est déjà associé à un utilisateur enregistré."
 
-#: build/lib/core/models.py:99 core/models.py:99
+#: core/models.py:102
 msgid "Enter a valid sub. This value may contain only letters, numbers, and @/./+/-/_/: characters."
 msgstr "Saisissez un 'sub' valide. Cette valeur ne peut contenir que des lettres, des chiffres et les caractères @/./+/-/_/: uniquement."
 
-#: build/lib/core/models.py:105 core/models.py:105
+#: core/models.py:108
 msgid "sub"
 msgstr "sub"
 
-#: build/lib/core/models.py:107 core/models.py:107
+#: core/models.py:110
 msgid "Required. 255 characters or fewer. Letters, numbers, and @/./+/-/_/: characters only."
 msgstr "Obligatoire. 255 caractères ou moins. Lettres, chiffres et caractères @/./+/-/_/: uniquement."
 
-#: build/lib/core/models.py:116 core/models.py:116
+#: core/models.py:119
 msgid "full name"
 msgstr "nom complet"
 
-#: build/lib/core/models.py:117 core/models.py:117
+#: core/models.py:120
 msgid "short name"
 msgstr "nom court"
 
-#: build/lib/core/models.py:119 core/models.py:119
+#: core/models.py:122
 msgid "identity email address"
 msgstr "adresse e-mail d'identité"
 
-#: build/lib/core/models.py:123 core/models.py:123
+#: core/models.py:126
 msgid "admin email address"
 msgstr "adresse e-mail de l'administrateur"
 
-#: build/lib/core/models.py:129 core/models.py:129
+#: core/models.py:132
 msgid "language"
 msgstr "langue"
 
-#: build/lib/core/models.py:130 core/models.py:130
+#: core/models.py:133
 msgid "The language in which the user wants to see the interface."
 msgstr "La langue dans laquelle l'utilisateur veut voir l'interface."
 
-#: build/lib/core/models.py:138 core/models.py:138
+#: core/models.py:141
 msgid "The timezone in which the user wants to see times."
 msgstr "Le fuseau horaire dans lequel l'utilisateur souhaite voir les heures."
 
-#: build/lib/core/models.py:141 core/models.py:141
+#: core/models.py:144
 msgid "device"
 msgstr "appareil"
 
-#: build/lib/core/models.py:143 core/models.py:143
+#: core/models.py:146
 msgid "Whether the user is a device or a real user."
 msgstr "Si l'utilisateur est un appareil ou un utilisateur réel."
 
-#: build/lib/core/models.py:146 core/models.py:146
+#: core/models.py:149
 msgid "staff status"
 msgstr "statut d'équipe"
 
-#: build/lib/core/models.py:148 core/models.py:148
+#: core/models.py:151
 msgid "Whether the user can log into this admin site."
 msgstr "Si l'utilisateur peut se connecter à ce site d'administration."
 
-#: build/lib/core/models.py:154 core/models.py:154
+#: core/models.py:157
 msgid "Whether this user should be treated as active. Unselect this instead of deleting accounts."
 msgstr "Si cet utilisateur doit être traité comme actif. Désélectionnez ceci au lieu de supprimer des comptes."
 
-#: build/lib/core/models.py:161 core/models.py:161
+#: core/models.py:164
 msgid "allow conversation analytics"
 msgstr "autoriser les analyses de conversation"
 
-#: build/lib/core/models.py:163 core/models.py:163
+#: core/models.py:166
 msgid "Whether the user allows to use their conversations for analytics."
 msgstr "Si l'utilisateur autorise l'utilisation de ses conversations pour des analyses."
 
-#: build/lib/core/models.py:174 core/models.py:174
+#: core/models.py:170
+msgid "allow smart web search"
+msgstr "autoriser la recherche intelligente sur le web"
+
+#: core/models.py:172
+msgid "Whether the user allows to use smart web search features."
+msgstr "Si l'utilisateur autorise l'utilisation de fonctions de recherche intelligente sur le Web."
+
+#: core/models.py:183
 msgid "users"
 msgstr "utilisateurs"
 

src/backend/locale/nl_NL/LC_MESSAGES/django.po

@@ -2,8 +2,8 @@ msgid ""
 msgstr ""
 "Project-Id-Version: la-suite-conversations\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-10-20 21:48+0000\n"
-"PO-Revision-Date: 2026-01-27 15:38\n"
+"POT-Creation-Date: 2026-02-26 21:42+0000\n"
+"PO-Revision-Date: 2026-03-11 15:23\n"
 "Last-Translator: \n"
 "Language-Team: Dutch\n"
 "Language: nl_NL\n"
@@ -17,328 +17,320 @@ msgstr ""
 "X-Crowdin-File: backend-conversations.pot\n"
 "X-Crowdin-File-ID: 26\n"
 
-#: activation_codes/admin.py:55 build/lib/activation_codes/admin.py:55
+#: activation_codes/admin.py:55
 msgid "Configuration"
 msgstr "Configuratie"
 
-#: activation_codes/admin.py:66 build/lib/activation_codes/admin.py:66
+#: activation_codes/admin.py:66
 msgid "Usage details"
 msgstr "Gebruiksdetails"
 
 #: activation_codes/admin.py:70 activation_codes/admin.py:226
-#: build/lib/activation_codes/admin.py:70
-#: build/lib/activation_codes/admin.py:226
 msgid "Timestamps"
 msgstr "Tijdstempels"
 
-#: activation_codes/admin.py:109 build/lib/activation_codes/admin.py:109
+#: activation_codes/admin.py:109
 msgid "Usage"
 msgstr "Gebruik"
 
-#: activation_codes/admin.py:117 build/lib/activation_codes/admin.py:117
+#: activation_codes/admin.py:117
 msgid "Description"
 msgstr "Beschrijving"
 
-#: activation_codes/admin.py:124 build/lib/activation_codes/admin.py:124
+#: activation_codes/admin.py:124
 msgid "No users have used this code yet"
 msgstr "Er zijn nog geen gebruikers die deze code hebben gebruikt"
 
-#: activation_codes/admin.py:135 build/lib/activation_codes/admin.py:135
+#: activation_codes/admin.py:135
 msgid "Name"
 msgstr "Naam"
 
 #: activation_codes/admin.py:136 activation_codes/admin.py:246
-#: build/lib/activation_codes/admin.py:136
-#: build/lib/activation_codes/admin.py:246
 msgid "Email"
 msgstr "E-mail"
 
-#: activation_codes/admin.py:137 build/lib/activation_codes/admin.py:137
+#: activation_codes/admin.py:137
 msgid "Date"
 msgstr "Datum"
 
-#: activation_codes/admin.py:161 build/lib/activation_codes/admin.py:161
+#: activation_codes/admin.py:161
 msgid "Users who used this code"
 msgstr "Gebruikers die deze code hebben gebruikt"
 
-#: activation_codes/admin.py:163 build/lib/activation_codes/admin.py:163
+#: activation_codes/admin.py:163
 msgid "Recompute current uses from related activations"
 msgstr "Herbereken het huidige gebruik van gerelateerde activeringen"
 
-#: activation_codes/admin.py:177 build/lib/activation_codes/admin.py:177
+#: activation_codes/admin.py:177
 msgid "All selected activation codes already have correct usage counts."
 msgstr "Alle geselecteerde activeringscodes hebben al het juiste gebruiksaantal."
 
-#: activation_codes/admin.py:182 build/lib/activation_codes/admin.py:182
+#: activation_codes/admin.py:182
 #, python-format
 msgid "Successfully recomputed usage counts for %(count)d activation code(s)."
 msgstr "Het gebruik van %(count)d activeringscode(s) is opnieuw berekend."
 
 #: activation_codes/admin.py:240 activation_codes/admin.py:284
-#: build/lib/activation_codes/admin.py:240
-#: build/lib/activation_codes/admin.py:284
 msgid "User"
 msgstr "Gebruiker"
 
-#: activation_codes/admin.py:291 build/lib/activation_codes/admin.py:291
+#: activation_codes/admin.py:291
 msgid "Has used activation code"
 msgstr "Heeft activeringscode gebruikt"
 
-#: activation_codes/admin.py:293 build/lib/activation_codes/admin.py:293
+#: activation_codes/admin.py:293
 msgid "Add selected users to Brevo waiting list"
 msgstr "Voeg geselecteerde gebruikers toe aan de Brevo-wachtlijst"
 
-#: activation_codes/admin.py:314 build/lib/activation_codes/admin.py:314
+#: activation_codes/admin.py:314
 #, python-format
 msgid "Added %(count)d user(s) to Brevo waiting list."
 msgstr "%(count)d gebruiker(s) toegevoegd aan de Brevo-wachtlijst."
 
 #: activation_codes/admin.py:319 activation_codes/admin.py:347
-#: build/lib/activation_codes/admin.py:319
-#: build/lib/activation_codes/admin.py:347
 msgid "No valid email address found in selected registrations."
 msgstr "Er is geen geldig e-mailadres gevonden in de geselecteerde registraties."
 
-#: activation_codes/admin.py:323 build/lib/activation_codes/admin.py:323
+#: activation_codes/admin.py:323
 msgid "Remove selected users from Brevo waiting list"
 msgstr "Geselecteerde gebruikers van de Brevo-wachtlijst verwijderen"
 
-#: activation_codes/admin.py:342 build/lib/activation_codes/admin.py:342
+#: activation_codes/admin.py:342
 #, python-format
 msgid "Removed %(count)d user(s) from Brevo waiting list."
 msgstr "%(count)d gebruiker(s) verwijderd van de Brevo-wachtlijst."
 
 #: activation_codes/models.py:38 activation_codes/models.py:85
-#: activation_codes/models.py:178 build/lib/activation_codes/models.py:38
-#: build/lib/activation_codes/models.py:85
-#: build/lib/activation_codes/models.py:178
+#: activation_codes/models.py:178
 msgid "activation code"
 msgstr "activeringscode"
 
-#: activation_codes/models.py:39 build/lib/activation_codes/models.py:39
+#: activation_codes/models.py:39
 msgid "The activation code that users will enter"
 msgstr "De activeringscode die gebruikers invoeren"
 
-#: activation_codes/models.py:46 build/lib/activation_codes/models.py:46
+#: activation_codes/models.py:46
 msgid "Code must be alphanumeric and contain no spaces or special characters"
 msgstr "De code moet alfanumeriek zijn en mag geen spaties of speciale tekens bevatten"
 
-#: activation_codes/models.py:52 build/lib/activation_codes/models.py:52
+#: activation_codes/models.py:52
 msgid "maximum uses"
 msgstr "maximaal gebruik"
 
-#: activation_codes/models.py:53 build/lib/activation_codes/models.py:53
+#: activation_codes/models.py:53
 msgid "Maximum number of times this code can be used. 0 means unlimited."
 msgstr "Maximaal aantal keren dat deze code kan worden gebruikt. 0 betekent onbeperkt."
 
-#: activation_codes/models.py:58 build/lib/activation_codes/models.py:58
+#: activation_codes/models.py:58
 msgid "current uses"
 msgstr "huidig gebruik"
 
-#: activation_codes/models.py:59 build/lib/activation_codes/models.py:59
+#: activation_codes/models.py:59
 msgid "Number of times this code has been used"
 msgstr "Aantal keren dat deze code is gebruikt"
 
-#: activation_codes/models.py:65 build/lib/activation_codes/models.py:65
-#: build/lib/core/models.py:151 core/models.py:151
+#: activation_codes/models.py:65 core/models.py:154
 msgid "active"
 msgstr "actief"
 
-#: activation_codes/models.py:66 build/lib/activation_codes/models.py:66
+#: activation_codes/models.py:66
 msgid "Whether this code can still be used"
 msgstr "Of deze code nog gebruikt kan worden"
 
-#: activation_codes/models.py:71 build/lib/activation_codes/models.py:71
+#: activation_codes/models.py:71
 msgid "expires at"
 msgstr "vervalt op"
 
-#: activation_codes/models.py:72 build/lib/activation_codes/models.py:72
+#: activation_codes/models.py:72
 msgid "Date and time when this code expires"
 msgstr "Datum en tijd waarop deze code verloopt"
 
-#: activation_codes/models.py:78 build/lib/activation_codes/models.py:78
+#: activation_codes/models.py:78
 msgid "description"
 msgstr "beschrijving"
 
-#: activation_codes/models.py:79 build/lib/activation_codes/models.py:79
+#: activation_codes/models.py:79
 msgid "Internal description or notes about this code"
 msgstr "Interne beschrijving of notities over deze code"
 
-#: activation_codes/models.py:86 build/lib/activation_codes/models.py:86
+#: activation_codes/models.py:86
 msgid "activation codes"
 msgstr "activeringscodes"
 
-#: activation_codes/models.py:128 build/lib/activation_codes/models.py:128
+#: activation_codes/models.py:128
 msgid "This activation code is no longer valid"
 msgstr "Deze activeringscode is niet meer geldig"
 
-#: activation_codes/models.py:136 build/lib/activation_codes/models.py:136
+#: activation_codes/models.py:136
 msgid "You have already activated your account"
 msgstr "Je hebt je account al geactiveerd"
 
 #: activation_codes/models.py:170 activation_codes/models.py:202
-#: build/lib/activation_codes/models.py:170
-#: build/lib/activation_codes/models.py:202 build/lib/core/models.py:173
-#: core/models.py:173
+#: core/models.py:182
 msgid "user"
 msgstr "gebruiker"
 
-#: activation_codes/models.py:171 build/lib/activation_codes/models.py:171
+#: activation_codes/models.py:171
 msgid "The user who used the activation code"
 msgstr "De gebruiker die de activeringscode heeft gebruikt"
 
-#: activation_codes/models.py:179 build/lib/activation_codes/models.py:179
+#: activation_codes/models.py:179
 msgid "The activation code that was used"
 msgstr "De activeringscode die is gebruikt"
 
 #: activation_codes/models.py:186 activation_codes/models.py:210
-#: build/lib/activation_codes/models.py:186
-#: build/lib/activation_codes/models.py:210
 msgid "user activation"
 msgstr "gebruikers activering"
 
-#: activation_codes/models.py:187 build/lib/activation_codes/models.py:187
+#: activation_codes/models.py:187
 msgid "user activations"
 msgstr "gebruikersactivaties"
 
-#: activation_codes/models.py:203 build/lib/activation_codes/models.py:203
+#: activation_codes/models.py:203
 msgid "The user who made the registration request"
 msgstr "De gebruiker die het registratieverzoek heeft gedaan"
 
-#: activation_codes/models.py:211 build/lib/activation_codes/models.py:211
+#: activation_codes/models.py:211
 msgid "Store if the user received an activation code and used it"
 msgstr "Opslaan of de gebruiker een activeringscode heeft ontvangen en deze heeft gebruikt"
 
-#: activation_codes/models.py:220 build/lib/activation_codes/models.py:220
+#: activation_codes/models.py:220
 msgid "user registration request"
 msgstr "gebruikersregistratieverzoek"
 
-#: activation_codes/models.py:221 build/lib/activation_codes/models.py:221
+#: activation_codes/models.py:221
 msgid "user registration requests"
 msgstr "gebruikersregistratieverzoeken"
 
 #: activation_codes/serializers.py:14
-#: build/lib/activation_codes/serializers.py:14
 msgid "The activation code to validate"
 msgstr "De activeringscode om te valideren"
 
-#: activation_codes/viewsets.py:107 build/lib/activation_codes/viewsets.py:107
+#: activation_codes/viewsets.py:107
 msgid "Your account has been successfully activated"
 msgstr "Uw account is succesvol geactiveerd"
 
-#: build/lib/chat/apps.py:12 chat/apps.py:12
+#: chat/apps.py:12
 msgid "chat application"
 msgstr "chatapplicatie"
 
-#: build/lib/core/admin.py:26 core/admin.py:26
+#: core/admin.py:26
 msgid "Personal info"
 msgstr "Persoonlijke gegevens"
 
-#: build/lib/core/admin.py:40 core/admin.py:40
+#: core/admin.py:40
 msgid "Permissions"
 msgstr "Machtigingen"
 
-#: build/lib/core/admin.py:52 core/admin.py:52
+#: core/admin.py:52
 msgid "Important dates"
 msgstr "Belangrijke data"
 
-#: build/lib/core/models.py:39 core/models.py:39
+#: core/models.py:39
 msgid "id"
 msgstr "id"
 
-#: build/lib/core/models.py:40 core/models.py:40
+#: core/models.py:40
 msgid "primary key for the record as UUID"
 msgstr "primaire sleutel voor het record als UUID"
 
-#: build/lib/core/models.py:46 core/models.py:46
+#: core/models.py:46
 msgid "created on"
 msgstr "gemaakt op"
 
-#: build/lib/core/models.py:47 core/models.py:47
+#: core/models.py:47
 msgid "date and time at which a record was created"
 msgstr "datum en tijd waarop een record is aangemaakt"
 
-#: build/lib/core/models.py:52 core/models.py:52
+#: core/models.py:52
 msgid "updated on"
 msgstr "bijgewerkt op"
 
-#: build/lib/core/models.py:53 core/models.py:53
+#: core/models.py:53
 msgid "date and time at which a record was last updated"
 msgstr "datum en tijd waarop een record voor het laatst is bijgewerkt"
 
-#: build/lib/core/models.py:86 core/models.py:86
+#: core/models.py:89
 msgid "We couldn't find a user with this sub but the email is already associated with a registered user."
 msgstr "We konden geen gebruiker met dit e-mailadres vinden, maar het e-mailadres is al gekoppeld aan een geregistreerde gebruiker."
 
-#: build/lib/core/models.py:99 core/models.py:99
+#: core/models.py:102
 msgid "Enter a valid sub. This value may contain only letters, numbers, and @/./+/-/_/: characters."
 msgstr "Voer een geldig subsubtype in. Deze waarde mag alleen letters, cijfers en @/./+/-/_/:-tekens bevatten."
 
-#: build/lib/core/models.py:105 core/models.py:105
+#: core/models.py:108
 msgid "sub"
 msgstr "id"
 
-#: build/lib/core/models.py:107 core/models.py:107
+#: core/models.py:110
 msgid "Required. 255 characters or fewer. Letters, numbers, and @/./+/-/_/: characters only."
 msgstr "Verplicht. Maximaal 255 tekens. Alleen letters, cijfers en @/./+/-/_/: tekens."
 
-#: build/lib/core/models.py:116 core/models.py:116
+#: core/models.py:119
 msgid "full name"
 msgstr "volledige naam"
 
-#: build/lib/core/models.py:117 core/models.py:117
+#: core/models.py:120
 msgid "short name"
 msgstr "korte naam"
 
-#: build/lib/core/models.py:119 core/models.py:119
+#: core/models.py:122
 msgid "identity email address"
 msgstr "identiteits e-mailadres"
 
-#: build/lib/core/models.py:123 core/models.py:123
+#: core/models.py:126
 msgid "admin email address"
 msgstr "beheerders e-mailadres"
 
-#: build/lib/core/models.py:129 core/models.py:129
+#: core/models.py:132
 msgid "language"
 msgstr "taal"
 
-#: build/lib/core/models.py:130 core/models.py:130
+#: core/models.py:133
 msgid "The language in which the user wants to see the interface."
 msgstr "De taal waarin de gebruiker de interface wil zien."
 
-#: build/lib/core/models.py:138 core/models.py:138
+#: core/models.py:141
 msgid "The timezone in which the user wants to see times."
 msgstr "De tijdzone waarin de gebruiker de tijden wil zien."
 
-#: build/lib/core/models.py:141 core/models.py:141
+#: core/models.py:144
 msgid "device"
 msgstr "apparaat"
 
-#: build/lib/core/models.py:143 core/models.py:143
+#: core/models.py:146
 msgid "Whether the user is a device or a real user."
 msgstr "Of de gebruiker een apparaat of een echte gebruiker is."
 
-#: build/lib/core/models.py:146 core/models.py:146
+#: core/models.py:149
 msgid "staff status"
 msgstr "personeelsstatus"
 
-#: build/lib/core/models.py:148 core/models.py:148
+#: core/models.py:151
 msgid "Whether the user can log into this admin site."
 msgstr "Of de gebruiker kan inloggen op deze beheersite."
 
-#: build/lib/core/models.py:154 core/models.py:154
+#: core/models.py:157
 msgid "Whether this user should be treated as active. Unselect this instead of deleting accounts."
 msgstr "Of deze gebruiker als actief moet worden beschouwd. Deselecteer dit in plaats van accounts te verwijderen."
 
-#: build/lib/core/models.py:161 core/models.py:161
+#: core/models.py:164
 msgid "allow conversation analytics"
 msgstr "conversatieanalyse toestaan"
 
-#: build/lib/core/models.py:163 core/models.py:163
+#: core/models.py:166
 msgid "Whether the user allows to use their conversations for analytics."
 msgstr "Of de gebruiker toestaat dat zijn/haar gesprekken voor analyses worden gebruikt."
 
-#: build/lib/core/models.py:174 core/models.py:174
+#: core/models.py:170
+msgid "allow smart web search"
+msgstr "smart web zoeken toestaan"
+
+#: core/models.py:172
+msgid "Whether the user allows to use smart web search features."
+msgstr "Of de gebruiker toestemming geeft om smart web zoekfuncties te gebruiken."
+
+#: core/models.py:183
 msgid "users"
 msgstr "gebruikers"
 

src/backend/locale/ru_RU/LC_MESSAGES/django.po

@@ -2,8 +2,8 @@ msgid ""
 msgstr ""
 "Project-Id-Version: la-suite-conversations\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-10-20 21:48+0000\n"
-"PO-Revision-Date: 2026-01-27 15:38\n"
+"POT-Creation-Date: 2026-02-26 21:42+0000\n"
+"PO-Revision-Date: 2026-03-11 15:23\n"
 "Last-Translator: \n"
 "Language-Team: Russian\n"
 "Language: ru_RU\n"
@@ -17,328 +17,320 @@ msgstr ""
 "X-Crowdin-File: backend-conversations.pot\n"
 "X-Crowdin-File-ID: 26\n"
 
-#: activation_codes/admin.py:55 build/lib/activation_codes/admin.py:55
+#: activation_codes/admin.py:55
 msgid "Configuration"
 msgstr "Настройки"
 
-#: activation_codes/admin.py:66 build/lib/activation_codes/admin.py:66
+#: activation_codes/admin.py:66
 msgid "Usage details"
 msgstr "Сведения об использовании"
 
 #: activation_codes/admin.py:70 activation_codes/admin.py:226
-#: build/lib/activation_codes/admin.py:70
-#: build/lib/activation_codes/admin.py:226
 msgid "Timestamps"
 msgstr "Временные метки"
 
-#: activation_codes/admin.py:109 build/lib/activation_codes/admin.py:109
+#: activation_codes/admin.py:109
 msgid "Usage"
 msgstr "Использование"
 
-#: activation_codes/admin.py:117 build/lib/activation_codes/admin.py:117
+#: activation_codes/admin.py:117
 msgid "Description"
 msgstr "Описание"
 
-#: activation_codes/admin.py:124 build/lib/activation_codes/admin.py:124
+#: activation_codes/admin.py:124
 msgid "No users have used this code yet"
 msgstr "Пока нет пользователей, использовавших этот код"
 
-#: activation_codes/admin.py:135 build/lib/activation_codes/admin.py:135
+#: activation_codes/admin.py:135
 msgid "Name"
 msgstr "Имя"
 
 #: activation_codes/admin.py:136 activation_codes/admin.py:246
-#: build/lib/activation_codes/admin.py:136
-#: build/lib/activation_codes/admin.py:246
 msgid "Email"
 msgstr "Эл. почта"
 
-#: activation_codes/admin.py:137 build/lib/activation_codes/admin.py:137
+#: activation_codes/admin.py:137
 msgid "Date"
 msgstr "Дата"
 
-#: activation_codes/admin.py:161 build/lib/activation_codes/admin.py:161
+#: activation_codes/admin.py:161
 msgid "Users who used this code"
 msgstr "Пользователи, использующие этот код"
 
-#: activation_codes/admin.py:163 build/lib/activation_codes/admin.py:163
+#: activation_codes/admin.py:163
 msgid "Recompute current uses from related activations"
 msgstr "Обновить данные использования связанных активаций"
 
-#: activation_codes/admin.py:177 build/lib/activation_codes/admin.py:177
+#: activation_codes/admin.py:177
 msgid "All selected activation codes already have correct usage counts."
 msgstr "Все выбранные коды активации уже имеют правильное количество использований."
 
-#: activation_codes/admin.py:182 build/lib/activation_codes/admin.py:182
+#: activation_codes/admin.py:182
 #, python-format
 msgid "Successfully recomputed usage counts for %(count)d activation code(s)."
 msgstr "Количество использованных кодов активации (%(count)d) успешно пересчитано."
 
 #: activation_codes/admin.py:240 activation_codes/admin.py:284
-#: build/lib/activation_codes/admin.py:240
-#: build/lib/activation_codes/admin.py:284
 msgid "User"
 msgstr "Пользователь"
 
-#: activation_codes/admin.py:291 build/lib/activation_codes/admin.py:291
+#: activation_codes/admin.py:291
 msgid "Has used activation code"
 msgstr "Использует код активации"
 
-#: activation_codes/admin.py:293 build/lib/activation_codes/admin.py:293
+#: activation_codes/admin.py:293
 msgid "Add selected users to Brevo waiting list"
 msgstr "Добавить выбранных пользователей в список ожидания Brevo"
 
-#: activation_codes/admin.py:314 build/lib/activation_codes/admin.py:314
+#: activation_codes/admin.py:314
 #, python-format
 msgid "Added %(count)d user(s) to Brevo waiting list."
 msgstr "В список ожидания Brevo добавлено пользователей: %(count)d."
 
 #: activation_codes/admin.py:319 activation_codes/admin.py:347
-#: build/lib/activation_codes/admin.py:319
-#: build/lib/activation_codes/admin.py:347
 msgid "No valid email address found in selected registrations."
 msgstr "В выбранных регистрациях не найден действительный адрес электронной почты."
 
-#: activation_codes/admin.py:323 build/lib/activation_codes/admin.py:323
+#: activation_codes/admin.py:323
 msgid "Remove selected users from Brevo waiting list"
 msgstr "Удалить выбранных пользователей из списка ожидания Brevo"
 
-#: activation_codes/admin.py:342 build/lib/activation_codes/admin.py:342
+#: activation_codes/admin.py:342
 #, python-format
 msgid "Removed %(count)d user(s) from Brevo waiting list."
 msgstr "Из списка ожидания Brevo удалено пользователей: %(count)d."
 
 #: activation_codes/models.py:38 activation_codes/models.py:85
-#: activation_codes/models.py:178 build/lib/activation_codes/models.py:38
-#: build/lib/activation_codes/models.py:85
-#: build/lib/activation_codes/models.py:178
+#: activation_codes/models.py:178
 msgid "activation code"
 msgstr "код активации"
 
-#: activation_codes/models.py:39 build/lib/activation_codes/models.py:39
+#: activation_codes/models.py:39
 msgid "The activation code that users will enter"
 msgstr "Код активации, который будут вводить пользователи"
 
-#: activation_codes/models.py:46 build/lib/activation_codes/models.py:46
+#: activation_codes/models.py:46
 msgid "Code must be alphanumeric and contain no spaces or special characters"
 msgstr "Код должен быть буквенно-цифровым и не содержать пробелов или специальных символов"
 
-#: activation_codes/models.py:52 build/lib/activation_codes/models.py:52
+#: activation_codes/models.py:52
 msgid "maximum uses"
 msgstr "максимум использований"
 
-#: activation_codes/models.py:53 build/lib/activation_codes/models.py:53
+#: activation_codes/models.py:53
 msgid "Maximum number of times this code can be used. 0 means unlimited."
 msgstr "Сколько раз можно использовать этот код. 0 означает неограниченно."
 
-#: activation_codes/models.py:58 build/lib/activation_codes/models.py:58
+#: activation_codes/models.py:58
 msgid "current uses"
 msgstr "использовано"
 
-#: activation_codes/models.py:59 build/lib/activation_codes/models.py:59
+#: activation_codes/models.py:59
 msgid "Number of times this code has been used"
 msgstr "Сколько раз этот код был использован"
 
-#: activation_codes/models.py:65 build/lib/activation_codes/models.py:65
-#: build/lib/core/models.py:151 core/models.py:151
+#: activation_codes/models.py:65 core/models.py:154
 msgid "active"
 msgstr "активный"
 
-#: activation_codes/models.py:66 build/lib/activation_codes/models.py:66
+#: activation_codes/models.py:66
 msgid "Whether this code can still be used"
 msgstr "Можно ли ещё использовать этот код"
 
-#: activation_codes/models.py:71 build/lib/activation_codes/models.py:71
+#: activation_codes/models.py:71
 msgid "expires at"
 msgstr "действителен до"
 
-#: activation_codes/models.py:72 build/lib/activation_codes/models.py:72
+#: activation_codes/models.py:72
 msgid "Date and time when this code expires"
 msgstr "Дата и время окончания действия этого кода"
 
-#: activation_codes/models.py:78 build/lib/activation_codes/models.py:78
+#: activation_codes/models.py:78
 msgid "description"
 msgstr "описание"
 
-#: activation_codes/models.py:79 build/lib/activation_codes/models.py:79
+#: activation_codes/models.py:79
 msgid "Internal description or notes about this code"
 msgstr "Внутреннее описание или примечания об этом коде"
 
-#: activation_codes/models.py:86 build/lib/activation_codes/models.py:86
+#: activation_codes/models.py:86
 msgid "activation codes"
 msgstr "коды активации"
 
-#: activation_codes/models.py:128 build/lib/activation_codes/models.py:128
+#: activation_codes/models.py:128
 msgid "This activation code is no longer valid"
 msgstr "Этот код активации больше не действителен"
 
-#: activation_codes/models.py:136 build/lib/activation_codes/models.py:136
+#: activation_codes/models.py:136
 msgid "You have already activated your account"
 msgstr "Вы уже активировали свою учётную запись"
 
 #: activation_codes/models.py:170 activation_codes/models.py:202
-#: build/lib/activation_codes/models.py:170
-#: build/lib/activation_codes/models.py:202 build/lib/core/models.py:173
-#: core/models.py:173
+#: core/models.py:182
 msgid "user"
 msgstr "пользователь"
 
-#: activation_codes/models.py:171 build/lib/activation_codes/models.py:171
+#: activation_codes/models.py:171
 msgid "The user who used the activation code"
 msgstr "Пользователь, использовавший код активации"
 
-#: activation_codes/models.py:179 build/lib/activation_codes/models.py:179
+#: activation_codes/models.py:179
 msgid "The activation code that was used"
 msgstr "Использованный код активации"
 
 #: activation_codes/models.py:186 activation_codes/models.py:210
-#: build/lib/activation_codes/models.py:186
-#: build/lib/activation_codes/models.py:210
 msgid "user activation"
 msgstr "активация пользователя"
 
-#: activation_codes/models.py:187 build/lib/activation_codes/models.py:187
+#: activation_codes/models.py:187
 msgid "user activations"
 msgstr "активации пользователя"
 
-#: activation_codes/models.py:203 build/lib/activation_codes/models.py:203
+#: activation_codes/models.py:203
 msgid "The user who made the registration request"
 msgstr "Пользователь, который сделал запрос на регистрацию"
 
-#: activation_codes/models.py:211 build/lib/activation_codes/models.py:211
+#: activation_codes/models.py:211
 msgid "Store if the user received an activation code and used it"
 msgstr "Сохранить, если пользователь получил код активации и использовал его"
 
-#: activation_codes/models.py:220 build/lib/activation_codes/models.py:220
+#: activation_codes/models.py:220
 msgid "user registration request"
 msgstr "запрос на регистрацию пользователя"
 
-#: activation_codes/models.py:221 build/lib/activation_codes/models.py:221
+#: activation_codes/models.py:221
 msgid "user registration requests"
 msgstr "запросы на регистрацию пользователя"
 
 #: activation_codes/serializers.py:14
-#: build/lib/activation_codes/serializers.py:14
 msgid "The activation code to validate"
 msgstr "Код активации для проверки"
 
-#: activation_codes/viewsets.py:107 build/lib/activation_codes/viewsets.py:107
+#: activation_codes/viewsets.py:107
 msgid "Your account has been successfully activated"
 msgstr "Ваша учётная запись успешно активирована"
 
-#: build/lib/chat/apps.py:12 chat/apps.py:12
+#: chat/apps.py:12
 msgid "chat application"
 msgstr "приложение чата"
 
-#: build/lib/core/admin.py:26 core/admin.py:26
+#: core/admin.py:26
 msgid "Personal info"
 msgstr "Личные данные"
 
-#: build/lib/core/admin.py:40 core/admin.py:40
+#: core/admin.py:40
 msgid "Permissions"
 msgstr "Разрешения"
 
-#: build/lib/core/admin.py:52 core/admin.py:52
+#: core/admin.py:52
 msgid "Important dates"
 msgstr "Важные даты"
 
-#: build/lib/core/models.py:39 core/models.py:39
+#: core/models.py:39
 msgid "id"
 msgstr "id"
 
-#: build/lib/core/models.py:40 core/models.py:40
+#: core/models.py:40
 msgid "primary key for the record as UUID"
 msgstr "первичный ключ для записи как UUID"
 
-#: build/lib/core/models.py:46 core/models.py:46
+#: core/models.py:46
 msgid "created on"
 msgstr "создано"
 
-#: build/lib/core/models.py:47 core/models.py:47
+#: core/models.py:47
 msgid "date and time at which a record was created"
 msgstr "дата и время создания записи"
 
-#: build/lib/core/models.py:52 core/models.py:52
+#: core/models.py:52
 msgid "updated on"
 msgstr "обновлено"
 
-#: build/lib/core/models.py:53 core/models.py:53
+#: core/models.py:53
 msgid "date and time at which a record was last updated"
 msgstr "дата и время последнего обновления записи"
 
-#: build/lib/core/models.py:86 core/models.py:86
+#: core/models.py:89
 msgid "We couldn't find a user with this sub but the email is already associated with a registered user."
 msgstr "Мы не смогли найти пользователя с этими данными, но этот адрес уже связан с зарегистрированным пользователем."
 
-#: build/lib/core/models.py:99 core/models.py:99
+#: core/models.py:102
 msgid "Enter a valid sub. This value may contain only letters, numbers, and @/./+/-/_/: characters."
 msgstr "Введите правильный префикс. Он может содержать только буквы, цифры и символы @/./+/-/_/."
 
-#: build/lib/core/models.py:105 core/models.py:105
+#: core/models.py:108
 msgid "sub"
 msgstr "префикс"
 
-#: build/lib/core/models.py:107 core/models.py:107
+#: core/models.py:110
 msgid "Required. 255 characters or fewer. Letters, numbers, and @/./+/-/_/: characters only."
 msgstr "Обязательно. 255 символов или меньше. Только буквы, цифры и @/./+/-/_/: /."
 
-#: build/lib/core/models.py:116 core/models.py:116
+#: core/models.py:119
 msgid "full name"
 msgstr "полное имя"
 
-#: build/lib/core/models.py:117 core/models.py:117
+#: core/models.py:120
 msgid "short name"
 msgstr "короткое имя"
 
-#: build/lib/core/models.py:119 core/models.py:119
+#: core/models.py:122
 msgid "identity email address"
 msgstr "личный адрес электронной почты"
 
-#: build/lib/core/models.py:123 core/models.py:123
+#: core/models.py:126
 msgid "admin email address"
 msgstr "e-mail администратора"
 
-#: build/lib/core/models.py:129 core/models.py:129
+#: core/models.py:132
 msgid "language"
 msgstr "язык"
 
-#: build/lib/core/models.py:130 core/models.py:130
+#: core/models.py:133
 msgid "The language in which the user wants to see the interface."
 msgstr "Язык, на котором пользователь хочет видеть интерфейс."
 
-#: build/lib/core/models.py:138 core/models.py:138
+#: core/models.py:141
 msgid "The timezone in which the user wants to see times."
 msgstr "Часовой пояс, в котором пользователь хочет видеть время."
 
-#: build/lib/core/models.py:141 core/models.py:141
+#: core/models.py:144
 msgid "device"
 msgstr "устройство"
 
-#: build/lib/core/models.py:143 core/models.py:143
+#: core/models.py:146
 msgid "Whether the user is a device or a real user."
 msgstr "Пользователь является устройством или человеком."
 
-#: build/lib/core/models.py:146 core/models.py:146
+#: core/models.py:149
 msgid "staff status"
 msgstr "статус сотрудника"
 
-#: build/lib/core/models.py:148 core/models.py:148
+#: core/models.py:151
 msgid "Whether the user can log into this admin site."
 msgstr "Может ли пользователь войти на этот административный сайт."
 
-#: build/lib/core/models.py:154 core/models.py:154
+#: core/models.py:157
 msgid "Whether this user should be treated as active. Unselect this instead of deleting accounts."
 msgstr "Должен ли пользователь рассматриваться как активный. Альтернатива удалению учётных записей."
 
-#: build/lib/core/models.py:161 core/models.py:161
+#: core/models.py:164
 msgid "allow conversation analytics"
 msgstr "разрешить аналитику для беседы"
 
-#: build/lib/core/models.py:163 core/models.py:163
+#: core/models.py:166
 msgid "Whether the user allows to use their conversations for analytics."
 msgstr "Разрешает ли пользователь использовать свои беседы для аналитики."
 
-#: build/lib/core/models.py:174 core/models.py:174
+#: core/models.py:170
+msgid "allow smart web search"
+msgstr "разрешить умный поиск в Интернете"
+
+#: core/models.py:172
+msgid "Whether the user allows to use smart web search features."
+msgstr "Разрешает ли пользователь использовать умный поиск в Интернете."
+
+#: core/models.py:183
 msgid "users"
 msgstr "пользователи"
 

src/backend/locale/uk_UA/LC_MESSAGES/django.po

@@ -2,8 +2,8 @@ msgid ""
 msgstr ""
 "Project-Id-Version: la-suite-conversations\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-10-20 21:48+0000\n"
-"PO-Revision-Date: 2026-01-27 15:38\n"
+"POT-Creation-Date: 2026-02-26 21:42+0000\n"
+"PO-Revision-Date: 2026-03-11 15:23\n"
 "Last-Translator: \n"
 "Language-Team: Ukrainian\n"
 "Language: uk_UA\n"
@@ -17,328 +17,320 @@ msgstr ""
 "X-Crowdin-File: backend-conversations.pot\n"
 "X-Crowdin-File-ID: 26\n"
 
-#: activation_codes/admin.py:55 build/lib/activation_codes/admin.py:55
+#: activation_codes/admin.py:55
 msgid "Configuration"
 msgstr "Налаштування"
 
-#: activation_codes/admin.py:66 build/lib/activation_codes/admin.py:66
+#: activation_codes/admin.py:66
 msgid "Usage details"
 msgstr "Відомості про використання"
 
 #: activation_codes/admin.py:70 activation_codes/admin.py:226
-#: build/lib/activation_codes/admin.py:70
-#: build/lib/activation_codes/admin.py:226
 msgid "Timestamps"
 msgstr "Відмітки часу"
 
-#: activation_codes/admin.py:109 build/lib/activation_codes/admin.py:109
+#: activation_codes/admin.py:109
 msgid "Usage"
 msgstr "Використання"
 
-#: activation_codes/admin.py:117 build/lib/activation_codes/admin.py:117
+#: activation_codes/admin.py:117
 msgid "Description"
 msgstr "Опис"
 
-#: activation_codes/admin.py:124 build/lib/activation_codes/admin.py:124
+#: activation_codes/admin.py:124
 msgid "No users have used this code yet"
 msgstr "Користувачі ще не використовували цей код"
 
-#: activation_codes/admin.py:135 build/lib/activation_codes/admin.py:135
+#: activation_codes/admin.py:135
 msgid "Name"
 msgstr "Ім’я"
 
 #: activation_codes/admin.py:136 activation_codes/admin.py:246
-#: build/lib/activation_codes/admin.py:136
-#: build/lib/activation_codes/admin.py:246
 msgid "Email"
 msgstr "Ел. пошта"
 
-#: activation_codes/admin.py:137 build/lib/activation_codes/admin.py:137
+#: activation_codes/admin.py:137
 msgid "Date"
 msgstr "Дата"
 
-#: activation_codes/admin.py:161 build/lib/activation_codes/admin.py:161
+#: activation_codes/admin.py:161
 msgid "Users who used this code"
 msgstr "Користувачі, що використовували цей код"
 
-#: activation_codes/admin.py:163 build/lib/activation_codes/admin.py:163
+#: activation_codes/admin.py:163
 msgid "Recompute current uses from related activations"
 msgstr "Перерахувати поточні використання пов'язаних ресурсів"
 
-#: activation_codes/admin.py:177 build/lib/activation_codes/admin.py:177
+#: activation_codes/admin.py:177
 msgid "All selected activation codes already have correct usage counts."
 msgstr "Усі обрані коди активації вже мають коректні лічильники використання."
 
-#: activation_codes/admin.py:182 build/lib/activation_codes/admin.py:182
+#: activation_codes/admin.py:182
 #, python-format
 msgid "Successfully recomputed usage counts for %(count)d activation code(s)."
 msgstr "Успішно переобчислено використання коду активації %(count)d."
 
 #: activation_codes/admin.py:240 activation_codes/admin.py:284
-#: build/lib/activation_codes/admin.py:240
-#: build/lib/activation_codes/admin.py:284
 msgid "User"
 msgstr "Користувач"
 
-#: activation_codes/admin.py:291 build/lib/activation_codes/admin.py:291
+#: activation_codes/admin.py:291
 msgid "Has used activation code"
 msgstr "Використано код активації"
 
-#: activation_codes/admin.py:293 build/lib/activation_codes/admin.py:293
+#: activation_codes/admin.py:293
 msgid "Add selected users to Brevo waiting list"
 msgstr "Додати обраних користувачів до списку очікування Brevo"
 
-#: activation_codes/admin.py:314 build/lib/activation_codes/admin.py:314
+#: activation_codes/admin.py:314
 #, python-format
 msgid "Added %(count)d user(s) to Brevo waiting list."
 msgstr "До списку очікування Brevo додано користувачів: %(count)d."
 
 #: activation_codes/admin.py:319 activation_codes/admin.py:347
-#: build/lib/activation_codes/admin.py:319
-#: build/lib/activation_codes/admin.py:347
 msgid "No valid email address found in selected registrations."
 msgstr "Серед обраних реєстрацій не знайдено дійсної адреси електронної пошти."
 
-#: activation_codes/admin.py:323 build/lib/activation_codes/admin.py:323
+#: activation_codes/admin.py:323
 msgid "Remove selected users from Brevo waiting list"
 msgstr "Видалити обраних користувачів зі списку очікування Brevo"
 
-#: activation_codes/admin.py:342 build/lib/activation_codes/admin.py:342
+#: activation_codes/admin.py:342
 #, python-format
 msgid "Removed %(count)d user(s) from Brevo waiting list."
 msgstr "Зі списку очікування Brevo видалено користувачів: %(count)d"
 
 #: activation_codes/models.py:38 activation_codes/models.py:85
-#: activation_codes/models.py:178 build/lib/activation_codes/models.py:38
-#: build/lib/activation_codes/models.py:85
-#: build/lib/activation_codes/models.py:178
+#: activation_codes/models.py:178
 msgid "activation code"
 msgstr "код активації"
 
-#: activation_codes/models.py:39 build/lib/activation_codes/models.py:39
+#: activation_codes/models.py:39
 msgid "The activation code that users will enter"
 msgstr "Код активації, що буде введений користувачами"
 
-#: activation_codes/models.py:46 build/lib/activation_codes/models.py:46
+#: activation_codes/models.py:46
 msgid "Code must be alphanumeric and contain no spaces or special characters"
 msgstr "Код має бути буквено-цифровим, без пробілів або спеціальних символів"
 
-#: activation_codes/models.py:52 build/lib/activation_codes/models.py:52
+#: activation_codes/models.py:52
 msgid "maximum uses"
 msgstr "максимум використань"
 
-#: activation_codes/models.py:53 build/lib/activation_codes/models.py:53
+#: activation_codes/models.py:53
 msgid "Maximum number of times this code can be used. 0 means unlimited."
 msgstr "Максимальна кількість разів використання для цього коду. 0 - необмежена."
 
-#: activation_codes/models.py:58 build/lib/activation_codes/models.py:58
+#: activation_codes/models.py:58
 msgid "current uses"
 msgstr "використано"
 
-#: activation_codes/models.py:59 build/lib/activation_codes/models.py:59
+#: activation_codes/models.py:59
 msgid "Number of times this code has been used"
 msgstr "Кількість разів використання цього коду"
 
-#: activation_codes/models.py:65 build/lib/activation_codes/models.py:65
-#: build/lib/core/models.py:151 core/models.py:151
+#: activation_codes/models.py:65 core/models.py:154
 msgid "active"
 msgstr "активний"
 
-#: activation_codes/models.py:66 build/lib/activation_codes/models.py:66
+#: activation_codes/models.py:66
 msgid "Whether this code can still be used"
 msgstr "Чи цей код все ще може бути використаний"
 
-#: activation_codes/models.py:71 build/lib/activation_codes/models.py:71
+#: activation_codes/models.py:71
 msgid "expires at"
 msgstr "дійсний до"
 
-#: activation_codes/models.py:72 build/lib/activation_codes/models.py:72
+#: activation_codes/models.py:72
 msgid "Date and time when this code expires"
 msgstr "Дата та час, коли закінчується дія цього коду"
 
-#: activation_codes/models.py:78 build/lib/activation_codes/models.py:78
+#: activation_codes/models.py:78
 msgid "description"
 msgstr "опис"
 
-#: activation_codes/models.py:79 build/lib/activation_codes/models.py:79
+#: activation_codes/models.py:79
 msgid "Internal description or notes about this code"
 msgstr "Внутрішній опис або нотатки про цей код"
 
-#: activation_codes/models.py:86 build/lib/activation_codes/models.py:86
+#: activation_codes/models.py:86
 msgid "activation codes"
 msgstr "коди активації"
 
-#: activation_codes/models.py:128 build/lib/activation_codes/models.py:128
+#: activation_codes/models.py:128
 msgid "This activation code is no longer valid"
 msgstr "Цей код активації вже не дійсний"
 
-#: activation_codes/models.py:136 build/lib/activation_codes/models.py:136
+#: activation_codes/models.py:136
 msgid "You have already activated your account"
 msgstr "Ви вже активували свій обліковий запис"
 
 #: activation_codes/models.py:170 activation_codes/models.py:202
-#: build/lib/activation_codes/models.py:170
-#: build/lib/activation_codes/models.py:202 build/lib/core/models.py:173
-#: core/models.py:173
+#: core/models.py:182
 msgid "user"
 msgstr "користувач"
 
-#: activation_codes/models.py:171 build/lib/activation_codes/models.py:171
+#: activation_codes/models.py:171
 msgid "The user who used the activation code"
 msgstr "Користувач, який користувався кодом активації"
 
-#: activation_codes/models.py:179 build/lib/activation_codes/models.py:179
+#: activation_codes/models.py:179
 msgid "The activation code that was used"
 msgstr "Використаний код активації"
 
 #: activation_codes/models.py:186 activation_codes/models.py:210
-#: build/lib/activation_codes/models.py:186
-#: build/lib/activation_codes/models.py:210
 msgid "user activation"
 msgstr "активація користувача"
 
-#: activation_codes/models.py:187 build/lib/activation_codes/models.py:187
+#: activation_codes/models.py:187
 msgid "user activations"
 msgstr "активації користувача"
 
-#: activation_codes/models.py:203 build/lib/activation_codes/models.py:203
+#: activation_codes/models.py:203
 msgid "The user who made the registration request"
 msgstr "Користувач, що зробив запит на реєстрацію"
 
-#: activation_codes/models.py:211 build/lib/activation_codes/models.py:211
+#: activation_codes/models.py:211
 msgid "Store if the user received an activation code and used it"
 msgstr "Зберегти, якщо користувач отримав код активації та використав його"
 
-#: activation_codes/models.py:220 build/lib/activation_codes/models.py:220
+#: activation_codes/models.py:220
 msgid "user registration request"
 msgstr "запит на реєстрацію користувача"
 
-#: activation_codes/models.py:221 build/lib/activation_codes/models.py:221
+#: activation_codes/models.py:221
 msgid "user registration requests"
 msgstr "запити на реєстрацію користувачів"
 
 #: activation_codes/serializers.py:14
-#: build/lib/activation_codes/serializers.py:14
 msgid "The activation code to validate"
 msgstr "Код активації для перевірки"
 
-#: activation_codes/viewsets.py:107 build/lib/activation_codes/viewsets.py:107
+#: activation_codes/viewsets.py:107
 msgid "Your account has been successfully activated"
 msgstr "Ваш обліковий запис успішно активовано"
 
-#: build/lib/chat/apps.py:12 chat/apps.py:12
+#: chat/apps.py:12
 msgid "chat application"
 msgstr "чат-застосунок"
 
-#: build/lib/core/admin.py:26 core/admin.py:26
+#: core/admin.py:26
 msgid "Personal info"
 msgstr "Особисті дані"
 
-#: build/lib/core/admin.py:40 core/admin.py:40
+#: core/admin.py:40
 msgid "Permissions"
 msgstr "Дозволи"
 
-#: build/lib/core/admin.py:52 core/admin.py:52
+#: core/admin.py:52
 msgid "Important dates"
 msgstr "Важливі дати"
 
-#: build/lib/core/models.py:39 core/models.py:39
+#: core/models.py:39
 msgid "id"
 msgstr "id"
 
-#: build/lib/core/models.py:40 core/models.py:40
+#: core/models.py:40
 msgid "primary key for the record as UUID"
 msgstr "первинний ключ для запису як UUID"
 
-#: build/lib/core/models.py:46 core/models.py:46
+#: core/models.py:46
 msgid "created on"
 msgstr "створено"
 
-#: build/lib/core/models.py:47 core/models.py:47
+#: core/models.py:47
 msgid "date and time at which a record was created"
 msgstr "дата і час, коли запис було створено"
 
-#: build/lib/core/models.py:52 core/models.py:52
+#: core/models.py:52
 msgid "updated on"
 msgstr "оновлено"
 
-#: build/lib/core/models.py:53 core/models.py:53
+#: core/models.py:53
 msgid "date and time at which a record was last updated"
 msgstr "дата і час, коли запис був востаннє оновлений"
 
-#: build/lib/core/models.py:86 core/models.py:86
+#: core/models.py:89
 msgid "We couldn't find a user with this sub but the email is already associated with a registered user."
 msgstr "Ми не змогли знайти користувача з цими даними, але адреса вже пов'язана з зареєстрованим користувачем."
 
-#: build/lib/core/models.py:99 core/models.py:99
+#: core/models.py:102
 msgid "Enter a valid sub. This value may contain only letters, numbers, and @/./+/-/_/: characters."
 msgstr "Введіть правильний префікс. Це значення може містити лише літери, цифри та символи @/./+/-/_/."
 
-#: build/lib/core/models.py:105 core/models.py:105
+#: core/models.py:108
 msgid "sub"
 msgstr "префікс"
 
-#: build/lib/core/models.py:107 core/models.py:107
+#: core/models.py:110
 msgid "Required. 255 characters or fewer. Letters, numbers, and @/./+/-/_/: characters only."
 msgstr "Обов'язково. 255 символів або менше. Лише літери, цифри та символи @/./+/-/_/."
 
-#: build/lib/core/models.py:116 core/models.py:116
+#: core/models.py:119
 msgid "full name"
 msgstr "повне ім'я"
 
-#: build/lib/core/models.py:117 core/models.py:117
+#: core/models.py:120
 msgid "short name"
 msgstr "коротке ім'я"
 
-#: build/lib/core/models.py:119 core/models.py:119
+#: core/models.py:122
 msgid "identity email address"
 msgstr "адреса електронної пошти особи"
 
-#: build/lib/core/models.py:123 core/models.py:123
+#: core/models.py:126
 msgid "admin email address"
 msgstr "електронна адреса адміністратора"
 
-#: build/lib/core/models.py:129 core/models.py:129
+#: core/models.py:132
 msgid "language"
 msgstr "мова"
 
-#: build/lib/core/models.py:130 core/models.py:130
+#: core/models.py:133
 msgid "The language in which the user wants to see the interface."
 msgstr "Мова, якою користувач хоче бачити інтерфейс."
 
-#: build/lib/core/models.py:138 core/models.py:138
+#: core/models.py:141
 msgid "The timezone in which the user wants to see times."
 msgstr "Часовий пояс, в якому користувач хоче бачити час."
 
-#: build/lib/core/models.py:141 core/models.py:141
+#: core/models.py:144
 msgid "device"
 msgstr "пристрій"
 
-#: build/lib/core/models.py:143 core/models.py:143
+#: core/models.py:146
 msgid "Whether the user is a device or a real user."
 msgstr "Чи є користувач пристроєм чи реальним користувачем."
 
-#: build/lib/core/models.py:146 core/models.py:146
+#: core/models.py:149
 msgid "staff status"
 msgstr "статус співробітника"
 
-#: build/lib/core/models.py:148 core/models.py:148
+#: core/models.py:151
 msgid "Whether the user can log into this admin site."
 msgstr "Чи може користувач увійти на цей сайт адміністратора."
 
-#: build/lib/core/models.py:154 core/models.py:154
+#: core/models.py:157
 msgid "Whether this user should be treated as active. Unselect this instead of deleting accounts."
 msgstr "Чи слід ставитися до цього користувача як до активного. Зніміть вибір замість видалення облікового запису."
 
-#: build/lib/core/models.py:161 core/models.py:161
+#: core/models.py:164
 msgid "allow conversation analytics"
 msgstr "дозволити аналітику бесіди"
 
-#: build/lib/core/models.py:163 core/models.py:163
+#: core/models.py:166
 msgid "Whether the user allows to use their conversations for analytics."
 msgstr "Чи дозволяє користувач використовувати свої розмови для аналітики."
 
-#: build/lib/core/models.py:174 core/models.py:174
+#: core/models.py:170
+msgid "allow smart web search"
+msgstr "дозволити розумний пошук в Інтернеті"
+
+#: core/models.py:172
+msgid "Whether the user allows to use smart web search features."
+msgstr "Чи дозволяє користувач використовувати розумні пошукові функції, пов'язані з Інтернетом."
+
+#: core/models.py:183
 msgid "users"
 msgstr "користувачі"
 

src/backend/pyproject.toml

@@ -7,7 +7,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "conversations"
-version = "0.0.12"
+version = "0.0.14"
 authors = [{ "name" = "DINUM", "email" = "dev@mail.numerique.gouv.fr" }]
 classifiers = [
     "Development Status :: 5 - Production/Stable",
@@ -33,13 +33,13 @@ dependencies = [
     "django-cors-headers==4.9.0",
     "django-countries==8.1.0",
     "django-filter==25.2",
-    "django-lasuite[all]==0.0.18",
+    "django-lasuite[all]==0.0.25",
     "django-parler==2.3",
-    "django-pydantic-field==0.4.0",
+    "django-pydantic-field==0.5.4",
     "django-redis==6.0.0",
     "django-storages[s3]==1.14.6",
     "django-timezone-field>=5.1",
-    "django==5.2.9",
+    "django==5.2.12",
     "djangorestframework==3.16.1",
     "drf_spectacular==0.29.0",
     "dockerflow==2024.4.2",
@@ -56,17 +56,18 @@ dependencies = [
     "nested-multipart-parser==1.6.0",
     "posthog==7.0.0",
     "pydantic==2.12.4",
-    "pydantic-ai-slim[openai,mistral,mcp,evals,logfire]==1.17.0",
+    "pydantic-ai-slim[openai,mistral,mcp,evals,logfire]==1.62.0",
     "psycopg[binary]==3.2.12",
-    "PyJWT==2.10.1",
+    "PyJWT==2.12.0",
     "python-magic==0.4.27",
     "redis<6.0.0",
-    "requests==2.32.5",
+    "requests==2.33.0",
     "semchunk==3.2.5",
     "sentry-sdk==2.44.0",
     "trafilatura==2.0.0",
     "uvicorn==0.38.0",
     "whitenoise==6.11.0",
+    "pypdf==6.9.1",
 ]
 
 [project.urls]
@@ -107,6 +108,17 @@ zip-safe = true
 [tool.distutils.bdist_wheel]
 universal = true
 
+[tool.uv]
+required-environments = [
+    "sys_platform == 'linux' and platform_machine == 'x86_64'",
+    "sys_platform == 'darwin'",
+]
+override-dependencies = [
+    "cryptography>=46.0.5", # CVE-2026-26007
+    "joserfc>=1.6.3", # CVE-2026-27932
+    "pillow>=12.1.1", #CVE-2026-25990
+]
+
 [tool.uv.build-backend]
 module-root = ""
 source-exclude = [
@@ -146,8 +158,8 @@ select = [
 ]
 
 [tool.ruff.lint.isort]
-section-order = ["future","standard-library","django","third-party","conversations","first-party","local-folder"]
-sections = { conversations=["core"], django=["django"] }
+section-order = ["future", "standard-library", "django", "third-party", "conversations", "first-party", "local-folder"]
+sections = { conversations = ["core"], django = ["django"] }
 extra-standard-library = ["tomllib"]
 
 [tool.ruff.lint.per-file-ignores]

src/backend/uv.lock

@@ -3,8 +3,18 @@ revision = 3
 requires-python = "==3.13.*"
 resolution-markers = [
     "sys_platform == 'win32'",
-    "sys_platform == 'emscripten'",
-    "sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "sys_platform != 'win32'",
+]
+required-markers = [
+    "platform_machine == 'x86_64' and sys_platform == 'linux'",
+    "sys_platform == 'darwin'",
+]
+
+[manifest]
+overrides = [
+    { name = "cryptography", specifier = ">=46.0.5" },
+    { name = "joserfc", specifier = ">=1.6.3" },
+    { name = "pillow", specifier = ">=12.1.1" },
 ]
 
 [[package]]
@@ -132,20 +142,20 @@ wheels = [
 
 [[package]]
 name = "azure-core"
-version = "1.38.0"
+version = "1.38.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "requests" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/dc/1b/e503e08e755ea94e7d3419c9242315f888fc664211c90d032e40479022bf/azure_core-1.38.0.tar.gz", hash = "sha256:8194d2682245a3e4e3151a667c686464c3786fed7918b394d035bdcd61bb5993", size = 363033, upload-time = "2026-01-12T17:03:05.535Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/53/9b/23893febea484ad8183112c9419b5eb904773adb871492b5fa8ff7b21e09/azure_core-1.38.1.tar.gz", hash = "sha256:9317db1d838e39877eb94a2240ce92fa607db68adf821817b723f0d679facbf6", size = 363323, upload-time = "2026-02-11T02:03:06.051Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/05/df/4f80030d44682235bdaecd7346c90f67ae87ec8f3df4a3442cb53834f7e4/tiktoken-0.12.0-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:06a9f4f49884139013b138920a4c393aa6556b2f8f536345f11819389c703ebb", size = 1151875, upload-time = "2025-10-06T20:22:14.559Z" },
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+    { url = "https://files.pythonhosted.org/packages/78/a7/f8ead382fce0243cb625c4f266e66c27f65ae65ee9e77f59ea1653b6d730/tiktoken-0.12.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:0ee8f9ae00c41770b5f9b0bb1235474768884ae157de3beb5439ca0fd70f3e25", size = 1253794, upload-time = "2025-10-06T20:22:16.624Z" },
+    { url = "https://files.pythonhosted.org/packages/93/e0/6cc82a562bc6365785a3ff0af27a2a092d57c47d7a81d9e2295d8c36f011/tiktoken-0.12.0-cp313-cp313t-win_amd64.whl", hash = "sha256:dc2dd125a62cb2b3d858484d6c614d136b5b848976794edfb63688d539b8b93f", size = 878777, upload-time = "2025-10-06T20:22:18.036Z" },
+]
+
 [[package]]
 name = "tld"
 version = "0.13.1"
@@ -3085,15 +3129,15 @@ wheels = [
 
 [[package]]
 name = "youtube-transcript-api"
-version = "1.2.3"
+version = "1.0.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "defusedxml" },
     { name = "requests" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/87/03/68c69b2d3e282d45cb3c07e5836a9146ff9574cde720570ffc7eb124e56b/youtube_transcript_api-1.2.3.tar.gz", hash = "sha256:76016b71b410b124892c74df24b07b052702cf3c53afb300d0a2c547c0b71b68", size = 469757, upload-time = "2025-10-13T15:57:17.532Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/b0/32/f60d87a99c05a53604c58f20f670c7ea6262b55e0bbeb836ffe4550b248b/youtube_transcript_api-1.0.3.tar.gz", hash = "sha256:902baf90e7840a42e1e148335e09fe5575dbff64c81414957aea7038e8a4db46", size = 2153252, upload-time = "2025-03-25T18:14:21.119Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/ef/75/a861661b73d862e323c12af96ecfb237fb4d1433e551183d4172d39d5275/youtube_transcript_api-1.2.3-py3-none-any.whl", hash = "sha256:0c1b32ea5e739f9efde8c42e3d43e67df475185af6f820109607577b83768375", size = 485140, upload-time = "2025-10-13T15:57:16.034Z" },
+    { url = "https://files.pythonhosted.org/packages/f0/44/40c03bb0f8bddfb9d2beff2ed31641f52d96c287ba881d20e0c074784ac2/youtube_transcript_api-1.0.3-py3-none-any.whl", hash = "sha256:d1874e57de65cf14c9d7d09b2b37c814d6287fa0e770d4922c4cd32a5b3f6c47", size = 2169911, upload-time = "2025-03-25T18:14:19.416Z" },
 ]
 
 [[package]]

src/frontend/apps/conversations/.eslintrc.js

@@ -1,14 +0,0 @@
-module.exports = {
-  root: true,
-  extends: ['conversations/next'],
-  parserOptions: {
-    tsconfigRootDir: __dirname,
-    project: ['./tsconfig.json'],
-  },
-  settings: {
-    next: {
-      rootDir: __dirname,
-    },
-  },
-  ignorePatterns: ['node_modules', '.eslintrc.js', 'service-worker.js'],
-};

src/frontend/apps/conversations/cunningham.ts

@@ -145,10 +145,8 @@ export const commonGlobals = {
 
 export const whiteLabelGlobals = {
   colors: {
-    'logo-1-light': '#4844AD',
-    'logo-2-light': '#4844AD',
-    'logo-1-dark': '#BEC5F0',
-    'logo-2-dark': '#BEC5F0',
+    'logo-1': '#4844AD',
+    'logo-2': '#4844AD',
     'brand-050': '#EEF1FA',
     'brand-100': '#DDE2F5',
     'brand-150': '#CED3F1',
@@ -841,13 +839,13 @@ const dsfrThemes = getThemesFromGlobals(dsfrGlobals, {
   overrides: commonTokenOverrides,
 });
 
-if (dsfrThemes.dark?.globals?.colors) {
+if (dsfrThemes.dark) {
+  dsfrThemes.dark.globals.components.logo.src =
+    '/assets/logo-gouv-darkmode.svg';
   dsfrThemes.dark.globals.colors['logo-1'] = '#95ABFF';
   dsfrThemes.dark.globals.colors['logo-2'] = '#E78087';
 }
 
-console.log(dsfrThemes);
-
 const themes = {
   themes: {
     default: whiteLabelThemes.light,

src/frontend/apps/conversations/eslint.config.mjs

@@ -0,0 +1,6 @@
+import { nextConfig } from 'eslint-config-conversations/next.mjs';
+
+export default nextConfig({
+  tsconfigRootDir: import.meta.dirname,
+  nextRootDir: import.meta.dirname,
+});

src/frontend/apps/conversations/next-env.d.ts

@@ -1,5 +1,6 @@
 /// <reference types="next" />
 /// <reference types="next/image-types/global" />
+import "./.next/dev/types/routes.d.ts";
 
 // NOTE: This file should not be edited
 // see https://nextjs.org/docs/pages/api-reference/config/typescript for more information.

src/frontend/apps/conversations/next.config.js

@@ -1,7 +1,5 @@
 const crypto = require('crypto');
 
-const { InjectManifest } = require('workbox-webpack-plugin');
-
 const buildId = crypto.randomBytes(256).toString('hex').slice(0, 8);
 
 /** @type {import('next').NextConfig} */
@@ -12,44 +10,22 @@ const nextConfig = {
     unoptimized: true,
   },
   compiler: {
-    // Enables the styled-components SWC transform
     styledComponents: true,
   },
   generateBuildId: () => buildId,
   env: {
     NEXT_PUBLIC_BUILD_ID: buildId,
   },
-  webpack(config, { isServer }) {
-    // Grab the existing rule that handles SVG imports
-    const fileLoaderRule = config.module.rules.find((rule) =>
-      rule.test?.test?.('.svg'),
-    );
-
-    config.module.rules.push(
-      // Reapply the existing rule, but only for svg imports ending in ?url
-      {
-        ...fileLoaderRule,
-        test: /\.svg$/i,
-        resourceQuery: /url/, // *.svg?url
+  turbopack: {
+    rules: {
+      '*.svg': {
+        loaders: ['@svgr/webpack'],
+        as: '*.js',
       },
-      // Convert all other *.svg imports to React components
-      {
-        test: /\.svg$/i,
-        issuer: fileLoaderRule.issuer,
-        resourceQuery: { not: [...fileLoaderRule.resourceQuery.not, /url/] }, // exclude if *.svg?url
-        use: ['@svgr/webpack'],
-      },
-    );
-
-    // Modify the file loader rule to ignore *.svg, since we have it handled now.
-    fileLoaderRule.exclude = /\.svg$/i;
-
-    // Formula rendering in markdown, replace dollar-sign with \(...\) and \[...\]
-    // https://github.com/remarkjs/remark-math/issues/39#issuecomment-2636184992
-    config.resolve.alias['micromark-extension-math'] =
-      'micromark-extension-llm-math';
-
-    return config;
+    },
+    resolveAlias: {
+      'micromark-extension-math': 'micromark-extension-llm-math',
+    },
   },
 };
 

src/frontend/apps/conversations/package.json

@@ -1,6 +1,6 @@
 {
   "name": "app-conversations",
-  "version": "0.0.12",
+  "version": "0.0.14",
   "private": true,
   "scripts": {
     "dev": "next dev",
@@ -8,53 +8,47 @@
     "build:ci": "cp .env.development .env.local && yarn build",
     "build-theme": "cunningham -g css,ts -o src/cunningham --utility-classes && yarn prettier && yarn stylelint --fix",
     "start": "npx -y serve@latest out",
-    "lint": "tsc --noEmit && next lint",
-    "lint:fix": "tsc --noEmit && next lint --fix",
+    "lint": "tsc --noEmit && eslint src/",
+    "lint:fix": "tsc --noEmit && eslint src/ --fix",
     "prettier": "prettier --write .",
     "stylelint": "stylelint \"**/*.css\"",
     "test": "jest",
     "test:watch": "jest --watch"
   },
   "dependencies": {
-    "@ag-media/react-pdf-table": "2.0.3",
     "@ai-sdk/react": "1.2.12",
     "@ai-sdk/ui-utils": "1.2.11",
-    "@emoji-mart/data": "1.2.1",
-    "@emoji-mart/react": "1.1.1",
     "@fontsource/material-icons": "5.2.5",
+    "@gouvfr-lasuite/cunningham-react": "^4.2.0",
     "@gouvfr-lasuite/cunningham-tokens": "^3.1.0",
     "@gouvfr-lasuite/integration": "1.0.3",
-    "@gouvfr-lasuite/ui-kit": "0.18.4",
-    "@openfun/cunningham-react": "4.0.0",
-    "@react-pdf/renderer": "4.3.0",
+    "@gouvfr-lasuite/ui-kit": "0.19.10",
     "@sentry/nextjs": "9.26.0",
+    "@shikijs/rehype": "^3.21.0",
     "@tanstack/react-query": "5.80.5",
     "canvg": "4.0.3",
     "clsx": "2.1.1",
     "cmdk": "1.1.1",
     "crisp-sdk-web": "1.0.25",
-    "emoji-mart": "5.6.0",
     "i18next": "25.2.1",
     "i18next-browser-languagedetector": "8.1.0",
     "idb": "8.0.3",
-    "lodash": "4.17.21",
+    "lodash": "4.17.23",
     "lottie-react": "^2.4.1",
     "luxon": "3.6.1",
     "micromark-extension-llm-math": "3.1.1-20250610",
-    "next": "15.3.9",
+    "next": "16.2.0",
     "posthog-js": "1.249.3",
-    "react": "19.2.1",
+    "react": "19.2.4",
     "react-aria-components": "1.9.0",
-    "react-dom": "19.2.1",
+    "react-dom": "19.2.4",
     "react-i18next": "15.5.2",
     "react-intersection-observer": "9.16.0",
     "react-markdown": "10.1.0",
-    "react-select": "5.10.1",
     "rehype-katex": "7.0.1",
-    "rehype-pretty-code": "^0.14.1",
     "remark-gfm": "4.0.1",
     "remark-math": "6.0.0",
-    "shiki": "^3.13.0",
+    "shiki": "^3.21.0",
     "styled-components": "6.1.18",
     "use-debounce": "10.0.4",
     "zod": "^3.25.67",
@@ -71,21 +65,23 @@
     "@types/lodash": "4.17.17",
     "@types/luxon": "3.6.2",
     "@types/node": "*",
-    "@types/react": "*",
-    "@types/react-dom": "*",
-    "cross-env": "7.0.3",
+    "@types/react": "19.2.14",
+    "@types/react-dom": "19.2.3",
     "dotenv": "16.5.0",
+    "eslint": "^9",
     "eslint-config-conversations": "*",
+    "eslint-config-next": "16.2.0",
     "fetch-mock": "9.11.0",
     "jest": "29.7.0",
     "jest-environment-jsdom": "29.7.0",
-    "node-fetch": "2.7.0",
     "prettier": "3.5.3",
     "stylelint": "16.20.0",
     "stylelint-config-standard": "38.0.0",
     "stylelint-prettier": "5.0.3",
-    "typescript": "*",
-    "webpack": "5.99.9",
-    "workbox-webpack-plugin": "7.1.0"
+    "typescript": "*"
+  },
+  "resolutions": {
+    "@types/react": "19.2.14",
+    "@types/react-dom": "19.2.3"
   }
 }

src/frontend/apps/conversations/src/assets/icons/uikit-custom/book-filled.svg

@@ -0,0 +1,3 @@
+<svg viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path fill-rule="evenodd" clip-rule="evenodd" d="M17.0234 1.74219C18.0366 1.74222 18.8012 2.0067 19.3174 2.53516C19.8336 3.05763 20.0918 3.82638 20.0918 4.83984V15.3203C20.0918 15.7987 20.0103 16.1737 19.8467 16.4443C19.683 16.715 19.4848 16.9544 19.252 17.1621C18.8556 17.5396 18.6101 17.9483 18.5156 18.3887C18.4275 18.823 18.4652 19.2263 18.6289 19.5977C18.7925 19.969 19.0688 20.2402 19.459 20.4102C19.6352 20.4857 19.7862 20.599 19.9121 20.75C20.038 20.9074 20.1016 21.0901 20.1016 21.2979C20.1015 21.5431 20.0165 21.751 19.8467 21.9209C19.6831 22.0907 19.4752 22.1757 19.2236 22.1758H6.94824C5.94744 22.1758 5.189 21.914 4.67285 21.3916C4.15673 20.8754 3.89844 20.1136 3.89844 19.1064V4.83984C3.89844 3.82013 4.15672 3.04884 4.67285 2.52637C5.18903 2.0039 5.95431 1.74219 6.96777 1.74219H17.0234ZM16.9951 17.4922C16.907 17.5048 16.8057 17.5107 16.6924 17.5107H7.25977C6.76271 17.5108 6.36957 17.6465 6.08008 17.917C5.79681 18.1877 5.65527 18.5343 5.65527 18.9561C5.65534 19.4028 5.78403 19.7582 6.04199 20.0225C6.30008 20.2868 6.68098 20.4189 7.18457 20.4189H17.0898C16.8381 19.9909 16.7025 19.5191 16.6836 19.0029C16.6647 18.493 16.7685 17.9895 16.9951 17.4922ZM6.81641 3.31934C6.6654 3.31934 6.53319 3.37606 6.41992 3.48926C6.30662 3.59627 6.25 3.73184 6.25 3.89551V15.415C6.25004 15.5723 6.30666 15.708 6.41992 15.8213C6.53315 15.9344 6.66549 15.9912 6.81641 15.9912C6.97369 15.9912 7.1094 15.9345 7.22266 15.8213C7.33592 15.708 7.39253 15.5723 7.39258 15.415V3.89551C7.39258 3.73194 7.33583 3.59624 7.22266 3.48926C7.1094 3.376 6.97369 3.31938 6.81641 3.31934Z" fill="currentColor"/>
+</svg>

src/frontend/apps/conversations/src/assets/icons/uikit-custom/bookmark-filled.svg

@@ -0,0 +1,3 @@
+<svg viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M15.6259 1.87573C16.5271 1.87574 17.2093 2.11081 17.6721 2.57969C18.1347 3.04853 18.3658 3.7364 18.3659 4.64344V20.5735C18.3658 20.9814 18.2598 21.3014 18.0467 21.5328C17.8397 21.7703 17.5559 21.8889 17.1966 21.8889C16.9471 21.8889 16.719 21.8125 16.5121 21.6604C16.305 21.5143 16.0032 21.2495 15.6074 20.8658L12.0728 17.3766C12.0241 17.3218 11.9722 17.3218 11.9174 17.3766L8.3921 20.8658C7.99629 21.2495 7.69129 21.5143 7.47816 21.6604C7.27115 21.8126 7.04551 21.8889 6.80196 21.8889C6.43678 21.8888 6.14733 21.7702 5.93428 21.5328C5.72726 21.3014 5.6244 20.9815 5.62439 20.5735V4.64344C5.62442 3.73636 5.85554 3.04853 6.31817 2.57969C6.78096 2.1108 7.46312 1.87573 8.36435 1.87573H15.6259Z" fill="currentColor"/>
+</svg>

src/frontend/apps/conversations/src/assets/icons/uikit-custom/car-filled.svg

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src/frontend/apps/conversations/src/assets/icons/uikit-custom/music-filled.svg

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src/frontend/apps/conversations/src/assets/icons/uikit-custom/palette-filled.svg

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+</svg>

src/frontend/apps/conversations/src/assets/icons/uikit-custom/perso-filled.svg

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src/frontend/apps/conversations/src/assets/icons/uikit-custom/picture-filled.svg

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+</svg>

src/frontend/apps/conversations/src/assets/icons/uikit-custom/puzzle-filled.svg

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+</svg>

src/frontend/apps/conversations/src/assets/icons/uikit-custom/star-filled.svg

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+</svg>

src/frontend/apps/conversations/src/assets/icons/uikit-custom/terminal-filled.svg

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src/frontend/apps/conversations/src/components/InfiniteScroll.tsx

@@ -1,4 +1,4 @@
-import { Button } from '@openfun/cunningham-react';
+import { Button } from '@gouvfr-lasuite/cunningham-react';
 import { PropsWithChildren } from 'react';
 import { useTranslation } from 'react-i18next';
 import { InView } from 'react-intersection-observer';

src/frontend/apps/conversations/src/components/SideModal.tsx

@@ -1,4 +1,4 @@
-import { Modal, ModalSize } from '@openfun/cunningham-react';
+import { Modal, ModalSize } from '@gouvfr-lasuite/cunningham-react';
 import { ComponentPropsWithRef, PropsWithChildren } from 'react';
 import { createGlobalStyle } from 'styled-components';
 

src/frontend/apps/conversations/src/components/TextErrors.tsx

@@ -1,4 +1,4 @@
-import { Alert, VariantType } from '@openfun/cunningham-react';
+import { Alert, VariantType } from '@gouvfr-lasuite/cunningham-react';
 import { ReactNode } from 'react';
 import { useTranslation } from 'react-i18next';
 import styled from 'styled-components';

src/frontend/apps/conversations/src/components/ToastProvider.tsx

@@ -92,6 +92,7 @@ export const ToastProvider = ({ children }: ToastProviderProps) => {
       {isMounted &&
         typeof document !== 'undefined' &&
         document.body &&
+        toasts.length > 0 &&
         createPortal(
           <Box
             aria-live="polite"