stt and tts

.github/pull_request_template.md

@@ -8,5 +8,5 @@
 
 ## Additional Options
 
-- [ ] [Optional] Please cherry-pick this PR to the latest release version.
+- [ ] [Required] I have considered whether this PR needs to be cherry-picked to the latest beta branch.
 - [ ] [Optional] Override Linear Check

.github/workflows/helm-chart-releases.yml

@@ -33,7 +33,7 @@ jobs:
           helm repo add cloudnative-pg https://cloudnative-pg.github.io/charts
           helm repo add ot-container-kit https://ot-container-kit.github.io/helm-charts
           helm repo add minio https://charts.min.io/
-          helm repo add code-interpreter https://onyx-dot-app.github.io/python-sandbox/
+          helm repo add code-interpreter https://onyx-dot-app.github.io/code-interpreter/
           helm repo update
 
       - name: Build chart dependencies

.github/workflows/post-merge-beta-cherry-pick.yml

@@ -1,79 +0,0 @@
-name: Post-Merge Beta Cherry-Pick
-
-on:
-  push:
-    branches:
-      - main
-
-permissions:
-  contents: write
-  pull-requests: write
-
-jobs:
-  cherry-pick-to-latest-release:
-    runs-on: ubuntu-latest
-    timeout-minutes: 45
-    steps:
-      - name: Resolve merged PR and checkbox state
-        id: gate
-        env:
-          GH_TOKEN: ${{ github.token }}
-        run: |
-          # For the commit that triggered this workflow (HEAD on main), fetch all
-          # associated PRs and keep only the PR that was actually merged into main
-          # with this exact merge commit SHA.
-          pr_numbers="$(gh api "repos/${GITHUB_REPOSITORY}/commits/${GITHUB_SHA}/pulls" | jq -r --arg sha "${GITHUB_SHA}" '.[] | select(.merged_at != null and .base.ref == "main" and .merge_commit_sha == $sha) | .number')"
-          match_count="$(printf '%s\n' "$pr_numbers" | sed '/^[[:space:]]*$/d' | wc -l | tr -d ' ')"
-          pr_number="$(printf '%s\n' "$pr_numbers" | sed '/^[[:space:]]*$/d' | head -n 1)"
-
-          if [ "${match_count}" -gt 1 ]; then
-            echo "::warning::Multiple merged PRs matched commit ${GITHUB_SHA}. Using PR #${pr_number}."
-          fi
-
-          if [ -z "$pr_number" ]; then
-            echo "No merged PR associated with commit ${GITHUB_SHA}; skipping."
-            echo "should_cherrypick=false" >> "$GITHUB_OUTPUT"
-            exit 0
-          fi
-
-          # Read the PR body and check whether the helper checkbox is checked.
-          pr_body="$(gh api "repos/${GITHUB_REPOSITORY}/pulls/${pr_number}" --jq '.body // ""')"
-          echo "pr_number=$pr_number" >> "$GITHUB_OUTPUT"
-
-          if echo "$pr_body" | grep -qiE "\\[x\\][[:space:]]*(\\[[^]]+\\][[:space:]]*)?Please cherry-pick this PR to the latest release version"; then
-            echo "should_cherrypick=true" >> "$GITHUB_OUTPUT"
-            echo "Cherry-pick checkbox checked for PR #${pr_number}."
-            exit 0
-          fi
-
-          echo "should_cherrypick=false" >> "$GITHUB_OUTPUT"
-          echo "Cherry-pick checkbox not checked for PR #${pr_number}. Skipping."
-
-      - name: Checkout repository
-        if: steps.gate.outputs.should_cherrypick == 'true'
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # ratchet:actions/checkout@v6
-        with:
-          fetch-depth: 0
-          persist-credentials: true
-          ref: main
-
-      - name: Install the latest version of uv
-        if: steps.gate.outputs.should_cherrypick == 'true'
-        uses: astral-sh/setup-uv@61cb8a9741eeb8a550a1b8544337180c0fc8476b # ratchet:astral-sh/setup-uv@v7
-        with:
-          enable-cache: false
-          version: "0.9.9"
-
-      - name: Configure git identity
-        if: steps.gate.outputs.should_cherrypick == 'true'
-        run: |
-          git config user.name "github-actions[bot]"
-          git config user.email "github-actions[bot]@users.noreply.github.com"
-
-      - name: Create cherry-pick PR to latest release
-        if: steps.gate.outputs.should_cherrypick == 'true'
-        env:
-          GH_TOKEN: ${{ github.token }}
-          GITHUB_TOKEN: ${{ github.token }}
-        run: |
-          uv run --no-sync --with onyx-devtools ods cherry-pick "${GITHUB_SHA}" --yes --no-verify

.github/workflows/pr-beta-cherrypick-check.yml

@@ -0,0 +1,28 @@
+name: Require beta cherry-pick consideration
+concurrency:
+  group: Require-Beta-Cherrypick-Consideration-${{ github.workflow }}-${{ github.head_ref || github.event.workflow_run.head_branch || github.run_id }}
+  cancel-in-progress: true
+
+on:
+  pull_request:
+    types: [opened, edited, reopened, synchronize]
+
+permissions:
+  contents: read
+
+jobs:
+  beta-cherrypick-check:
+    runs-on: ubuntu-latest
+    timeout-minutes: 45
+    steps:
+      - name: Check PR body for beta cherry-pick consideration
+        env:
+          PR_BODY: ${{ github.event.pull_request.body }}
+        run: |
+          if echo "$PR_BODY" | grep -qiE "\\[x\\][[:space:]]*\\[Required\\][[:space:]]*I have considered whether this PR needs to be cherry[- ]picked to the latest beta branch"; then
+            echo "Cherry-pick consideration box is checked. Check passed."
+            exit 0
+          fi
+
+          echo "::error::Please check the 'I have considered whether this PR needs to be cherry-picked to the latest beta branch' box in the PR description."
+          exit 1

.github/workflows/pr-external-dependency-unit-tests.yml

@@ -45,6 +45,9 @@ env:
   # TODO: debug why this is failing and enable
   CODE_INTERPRETER_BASE_URL: http://localhost:8000
 
+  # OpenSearch
+  OPENSEARCH_ADMIN_PASSWORD: "StrongPassword123!"
+
 jobs:
   discover-test-dirs:
     # NOTE: Github-hosted runners have about 20s faster queue times and are preferred here.
@@ -115,10 +118,9 @@ jobs:
       - name: Create .env file for Docker Compose
         run: |
           cat <<EOF > deployment/docker_compose/.env
-          COMPOSE_PROFILES=s3-filestore,opensearch-enabled
+          COMPOSE_PROFILES=s3-filestore
           CODE_INTERPRETER_BETA_ENABLED=true
           DISABLE_TELEMETRY=true
-          OPENSEARCH_FOR_ONYX_ENABLED=true
           EOF
 
       - name: Set up Standard Dependencies
@@ -127,6 +129,7 @@ jobs:
           docker compose \
             -f docker-compose.yml \
             -f docker-compose.dev.yml \
+            -f docker-compose.opensearch.yml \
             up -d \
             minio \
             relational_db \

.github/workflows/pr-helm-chart-testing.yml

@@ -91,7 +91,7 @@ jobs:
           helm repo add cloudnative-pg https://cloudnative-pg.github.io/charts
           helm repo add ot-container-kit https://ot-container-kit.github.io/helm-charts
           helm repo add minio https://charts.min.io/
-          helm repo add code-interpreter https://onyx-dot-app.github.io/python-sandbox/
+          helm repo add code-interpreter https://onyx-dot-app.github.io/code-interpreter/
           helm repo update
 
       - name: Install Redis operator

backend/alembic/run_multitenant_migrations.py

@@ -21,14 +21,15 @@ import sys
 import threading
 import time
 from concurrent.futures import ThreadPoolExecutor, as_completed
-from typing import NamedTuple
+from typing import List, NamedTuple
 
 from alembic.config import Config
 from alembic.script import ScriptDirectory
+from sqlalchemy import text
 
+from onyx.db.engine.sql_engine import is_valid_schema_name
 from onyx.db.engine.sql_engine import SqlEngine
 from onyx.db.engine.tenant_utils import get_all_tenant_ids
-from onyx.db.engine.tenant_utils import get_schemas_needing_migration
 from shared_configs.configs import TENANT_ID_PREFIX
 
 
@@ -104,6 +105,56 @@ def get_head_revision() -> str | None:
     return script.get_current_head()
 
 
+def get_schemas_needing_migration(
+    tenant_schemas: List[str], head_rev: str
+) -> List[str]:
+    """Return only schemas whose current alembic version is not at head."""
+    if not tenant_schemas:
+        return []
+
+    engine = SqlEngine.get_engine()
+
+    with engine.connect() as conn:
+        # Find which schemas actually have an alembic_version table
+        rows = conn.execute(
+            text(
+                "SELECT table_schema FROM information_schema.tables "
+                "WHERE table_name = 'alembic_version' "
+                "AND table_schema = ANY(:schemas)"
+            ),
+            {"schemas": tenant_schemas},
+        )
+        schemas_with_table = set(row[0] for row in rows)
+
+        # Schemas without the table definitely need migration
+        needs_migration = [s for s in tenant_schemas if s not in schemas_with_table]
+
+        if not schemas_with_table:
+            return needs_migration
+
+        # Validate schema names before interpolating into SQL
+        for schema in schemas_with_table:
+            if not is_valid_schema_name(schema):
+                raise ValueError(f"Invalid schema name: {schema}")
+
+        # Single query to get every schema's current revision at once.
+        # Use integer tags instead of interpolating schema names into
+        # string literals to avoid quoting issues.
+        schema_list = list(schemas_with_table)
+        union_parts = [
+            f'SELECT {i} AS idx, version_num FROM "{schema}".alembic_version'
+            for i, schema in enumerate(schema_list)
+        ]
+        rows = conn.execute(text(" UNION ALL ".join(union_parts)))
+        version_by_schema = {schema_list[row[0]]: row[1] for row in rows}
+
+        needs_migration.extend(
+            s for s in schemas_with_table if version_by_schema.get(s) != head_rev
+        )
+
+    return needs_migration
+
+
 def run_migrations_parallel(
     schemas: list[str],
     max_workers: int,

backend/alembic/versions/0bb4558f35df_add_scim_username_to_scim_user_mapping.py

@@ -1,28 +0,0 @@
-"""add scim_username to scim_user_mapping
-
-Revision ID: 0bb4558f35df
-Revises: 631fd2504136
-Create Date: 2026-02-20 10:45:30.340188
-
-"""
-
-from alembic import op
-import sqlalchemy as sa
-
-
-# revision identifiers, used by Alembic.
-revision = "0bb4558f35df"
-down_revision = "631fd2504136"
-branch_labels = None
-depends_on = None
-
-
-def upgrade() -> None:
-    op.add_column(
-        "scim_user_mapping",
-        sa.Column("scim_username", sa.String(), nullable=True),
-    )
-
-
-def downgrade() -> None:
-    op.drop_column("scim_user_mapping", "scim_username")

backend/alembic/versions/7cb492013621_code_interpreter_server_model.py

@@ -1,31 +0,0 @@
-"""code interpreter server model
-
-Revision ID: 7cb492013621
-Revises: 0bb4558f35df
-Create Date: 2026-02-22 18:54:54.007265
-
-"""
-
-from alembic import op
-import sqlalchemy as sa
-
-
-# revision identifiers, used by Alembic.
-revision = "7cb492013621"
-down_revision = "0bb4558f35df"
-branch_labels = None
-depends_on = None
-
-
-def upgrade() -> None:
-    op.create_table(
-        "code_interpreter_server",
-        sa.Column("id", sa.Integer, primary_key=True),
-        sa.Column(
-            "server_enabled", sa.Boolean, nullable=False, server_default=sa.true()
-        ),
-    )
-
-
-def downgrade() -> None:
-    op.drop_table("code_interpreter_server")

backend/alembic/versions/93a2e195e25c_add_voice_provider_and_user_voice_prefs.py

@@ -0,0 +1,100 @@
+"""add_voice_provider_and_user_voice_prefs
+
+Revision ID: 93a2e195e25c
+Revises: 631fd2504136
+Create Date: 2026-02-23 15:16:39.507304
+
+"""
+
+from alembic import op
+import sqlalchemy as sa
+from sqlalchemy.dialects import postgresql
+
+
+# revision identifiers, used by Alembic.
+revision = "93a2e195e25c"
+down_revision = "631fd2504136"
+branch_labels = None
+depends_on = None
+
+
+def upgrade() -> None:
+    # Create voice_provider table
+    op.create_table(
+        "voice_provider",
+        sa.Column("id", sa.Integer(), primary_key=True),
+        sa.Column("name", sa.String(), unique=True, nullable=False),
+        sa.Column("provider_type", sa.String(), nullable=False),
+        sa.Column("api_key", sa.LargeBinary(), nullable=True),
+        sa.Column("api_base", sa.String(), nullable=True),
+        sa.Column("custom_config", postgresql.JSONB(), nullable=True),
+        sa.Column("stt_model", sa.String(), nullable=True),
+        sa.Column("tts_model", sa.String(), nullable=True),
+        sa.Column("default_voice", sa.String(), nullable=True),
+        sa.Column(
+            "is_default_stt", sa.Boolean(), nullable=False, server_default="false"
+        ),
+        sa.Column(
+            "is_default_tts", sa.Boolean(), nullable=False, server_default="false"
+        ),
+        sa.Column(
+            "time_created",
+            sa.DateTime(timezone=True),
+            server_default=sa.func.now(),
+            nullable=False,
+        ),
+        sa.Column(
+            "time_updated",
+            sa.DateTime(timezone=True),
+            server_default=sa.func.now(),
+            onupdate=sa.func.now(),
+            nullable=False,
+        ),
+    )
+
+    # Add voice preference columns to user table
+    op.add_column(
+        "user",
+        sa.Column(
+            "voice_auto_send",
+            sa.Boolean(),
+            default=False,
+            nullable=False,
+            server_default="false",
+        ),
+    )
+    op.add_column(
+        "user",
+        sa.Column(
+            "voice_auto_playback",
+            sa.Boolean(),
+            default=False,
+            nullable=False,
+            server_default="false",
+        ),
+    )
+    op.add_column(
+        "user",
+        sa.Column(
+            "voice_playback_speed",
+            sa.Float(),
+            default=1.0,
+            nullable=False,
+            server_default="1.0",
+        ),
+    )
+    op.add_column(
+        "user",
+        sa.Column("preferred_voice", sa.String(), nullable=True),
+    )
+
+
+def downgrade() -> None:
+    # Remove user voice preference columns
+    op.drop_column("user", "preferred_voice")
+    op.drop_column("user", "voice_playback_speed")
+    op.drop_column("user", "voice_auto_playback")
+    op.drop_column("user", "voice_auto_send")
+
+    # Drop voice_provider table
+    op.drop_table("voice_provider")

backend/ee/onyx/db/scim.py

@@ -127,14 +127,9 @@ class ScimDAL(DAL):
         self,
         external_id: str,
         user_id: UUID,
-        scim_username: str | None = None,
     ) -> ScimUserMapping:
         """Create a mapping between a SCIM externalId and an Onyx user."""
-        mapping = ScimUserMapping(
-            external_id=external_id,
-            user_id=user_id,
-            scim_username=scim_username,
-        )
+        mapping = ScimUserMapping(external_id=external_id, user_id=user_id)
         self._session.add(mapping)
         self._session.flush()
         return mapping
@@ -253,11 +248,11 @@ class ScimDAL(DAL):
         scim_filter: ScimFilter | None,
         start_index: int = 1,
         count: int = 100,
-    ) -> tuple[list[tuple[User, ScimUserMapping | None]], int]:
+    ) -> tuple[list[tuple[User, str | None]], int]:
         """Query users with optional SCIM filter and pagination.
 
         Returns:
-            A tuple of (list of (user, mapping) pairs, total_count).
+            A tuple of (list of (user, external_id) pairs, total_count).
 
         Raises:
             ValueError: If the filter uses an unsupported attribute.
@@ -297,104 +292,33 @@ class ScimDAL(DAL):
         users = list(
             self._session.scalars(
                 query.order_by(User.id).offset(offset).limit(count)  # type: ignore[arg-type]
-            )
-            .unique()
-            .all()
+            ).all()
         )
 
-        # Batch-fetch SCIM mappings to avoid N+1 queries
-        mapping_map = self._get_user_mappings_batch([u.id for u in users])
-        return [(u, mapping_map.get(u.id)) for u in users], total
+        # Batch-fetch external IDs to avoid N+1 queries
+        ext_id_map = self._get_user_external_ids([u.id for u in users])
+        return [(u, ext_id_map.get(u.id)) for u in users], total
 
-    def sync_user_external_id(
-        self,
-        user_id: UUID,
-        new_external_id: str | None,
-        scim_username: str | None = None,
-    ) -> None:
+    def sync_user_external_id(self, user_id: UUID, new_external_id: str | None) -> None:
         """Create, update, or delete the external ID mapping for a user."""
         mapping = self.get_user_mapping_by_user_id(user_id)
         if new_external_id:
             if mapping:
                 if mapping.external_id != new_external_id:
                     mapping.external_id = new_external_id
-                if scim_username is not None:
-                    mapping.scim_username = scim_username
             else:
-                self.create_user_mapping(
-                    external_id=new_external_id,
-                    user_id=user_id,
-                    scim_username=scim_username,
-                )
+                self.create_user_mapping(external_id=new_external_id, user_id=user_id)
         elif mapping:
             self.delete_user_mapping(mapping.id)
 
-    def _get_user_mappings_batch(
-        self, user_ids: list[UUID]
-    ) -> dict[UUID, ScimUserMapping]:
-        """Batch-fetch SCIM user mappings keyed by user ID."""
+    def _get_user_external_ids(self, user_ids: list[UUID]) -> dict[UUID, str]:
+        """Batch-fetch external IDs for a list of user IDs."""
         if not user_ids:
             return {}
         mappings = self._session.scalars(
             select(ScimUserMapping).where(ScimUserMapping.user_id.in_(user_ids))
         ).all()
-        return {m.user_id: m for m in mappings}
-
-    def get_user_groups(self, user_id: UUID) -> list[tuple[int, str]]:
-        """Get groups a user belongs to as ``(group_id, group_name)`` pairs.
-
-        Excludes groups marked for deletion.
-        """
-        rels = self._session.scalars(
-            select(User__UserGroup).where(User__UserGroup.user_id == user_id)
-        ).all()
-
-        group_ids = [r.user_group_id for r in rels]
-        if not group_ids:
-            return []
-
-        groups = self._session.scalars(
-            select(UserGroup).where(
-                UserGroup.id.in_(group_ids),
-                UserGroup.is_up_for_deletion.is_(False),
-            )
-        ).all()
-        return [(g.id, g.name) for g in groups]
-
-    def get_users_groups_batch(
-        self, user_ids: list[UUID]
-    ) -> dict[UUID, list[tuple[int, str]]]:
-        """Batch-fetch group memberships for multiple users.
-
-        Returns a mapping of ``user_id → [(group_id, group_name), ...]``.
-        Avoids N+1 queries when building user list responses.
-        """
-        if not user_ids:
-            return {}
-
-        rels = self._session.scalars(
-            select(User__UserGroup).where(User__UserGroup.user_id.in_(user_ids))
-        ).all()
-
-        group_ids = list({r.user_group_id for r in rels})
-        if not group_ids:
-            return {}
-
-        groups = self._session.scalars(
-            select(UserGroup).where(
-                UserGroup.id.in_(group_ids),
-                UserGroup.is_up_for_deletion.is_(False),
-            )
-        ).all()
-        groups_by_id = {g.id: g.name for g in groups}
-
-        result: dict[UUID, list[tuple[int, str]]] = {}
-        for r in rels:
-            if r.user_id and r.user_group_id in groups_by_id:
-                result.setdefault(r.user_id, []).append(
-                    (r.user_group_id, groups_by_id[r.user_group_id])
-                )
-        return result
+        return {m.user_id: m.external_id for m in mappings}
 
     # ------------------------------------------------------------------
     # Group mapping operations
@@ -559,13 +483,9 @@ class ScimDAL(DAL):
         if not user_ids:
             return []
 
-        users = (
-            self._session.scalars(
-                select(User).where(User.id.in_(user_ids))  # type: ignore[attr-defined]
-            )
-            .unique()
-            .all()
-        )
+        users = self._session.scalars(
+            select(User).where(User.id.in_(user_ids))  # type: ignore[attr-defined]
+        ).all()
         users_by_id = {u.id: u for u in users}
 
         return [
@@ -584,13 +504,9 @@ class ScimDAL(DAL):
         """
         if not uuids:
             return []
-        existing_users = (
-            self._session.scalars(
-                select(User).where(User.id.in_(uuids))  # type: ignore[attr-defined]
-            )
-            .unique()
-            .all()
-        )
+        existing_users = self._session.scalars(
+            select(User).where(User.id.in_(uuids))  # type: ignore[attr-defined]
+        ).all()
         existing_ids = {u.id for u in existing_users}
         return [uid for uid in uuids if uid not in existing_ids]
 

backend/ee/onyx/db/user_group.py

@@ -9,7 +9,6 @@ from sqlalchemy import Select
 from sqlalchemy import select
 from sqlalchemy import update
 from sqlalchemy.dialects.postgresql import insert
-from sqlalchemy.orm import selectinload
 from sqlalchemy.orm import Session
 
 from ee.onyx.server.user_group.models import SetCuratorRequest
@@ -19,15 +18,11 @@ from onyx.db.connector_credential_pair import get_connector_credential_pair_from
 from onyx.db.enums import AccessType
 from onyx.db.enums import ConnectorCredentialPairStatus
 from onyx.db.models import ConnectorCredentialPair
-from onyx.db.models import Credential
 from onyx.db.models import Credential__UserGroup
 from onyx.db.models import Document
 from onyx.db.models import DocumentByConnectorCredentialPair
-from onyx.db.models import DocumentSet
 from onyx.db.models import DocumentSet__UserGroup
-from onyx.db.models import FederatedConnector__DocumentSet
 from onyx.db.models import LLMProvider__UserGroup
-from onyx.db.models import Persona
 from onyx.db.models import Persona__UserGroup
 from onyx.db.models import TokenRateLimit__UserGroup
 from onyx.db.models import User
@@ -200,60 +195,8 @@ def fetch_user_group(db_session: Session, user_group_id: int) -> UserGroup | Non
     return db_session.scalar(stmt)
 
 
-def _add_user_group_snapshot_eager_loads(
-    stmt: Select,
-) -> Select:
-    """Add eager loading options needed by UserGroup.from_model snapshot creation."""
-    return stmt.options(
-        selectinload(UserGroup.users),
-        selectinload(UserGroup.user_group_relationships),
-        selectinload(UserGroup.cc_pair_relationships)
-        .selectinload(UserGroup__ConnectorCredentialPair.cc_pair)
-        .options(
-            selectinload(ConnectorCredentialPair.connector),
-            selectinload(ConnectorCredentialPair.credential).selectinload(
-                Credential.user
-            ),
-        ),
-        selectinload(UserGroup.document_sets).options(
-            selectinload(DocumentSet.connector_credential_pairs).selectinload(
-                ConnectorCredentialPair.connector
-            ),
-            selectinload(DocumentSet.users),
-            selectinload(DocumentSet.groups),
-            selectinload(DocumentSet.federated_connectors).selectinload(
-                FederatedConnector__DocumentSet.federated_connector
-            ),
-        ),
-        selectinload(UserGroup.personas).options(
-            selectinload(Persona.tools),
-            selectinload(Persona.hierarchy_nodes),
-            selectinload(Persona.attached_documents).selectinload(
-                Document.parent_hierarchy_node
-            ),
-            selectinload(Persona.labels),
-            selectinload(Persona.document_sets).options(
-                selectinload(DocumentSet.connector_credential_pairs).selectinload(
-                    ConnectorCredentialPair.connector
-                ),
-                selectinload(DocumentSet.users),
-                selectinload(DocumentSet.groups),
-                selectinload(DocumentSet.federated_connectors).selectinload(
-                    FederatedConnector__DocumentSet.federated_connector
-                ),
-            ),
-            selectinload(Persona.user),
-            selectinload(Persona.user_files),
-            selectinload(Persona.users),
-            selectinload(Persona.groups),
-        ),
-    )
-
-
 def fetch_user_groups(
-    db_session: Session,
-    only_up_to_date: bool = True,
-    eager_load_for_snapshot: bool = False,
+    db_session: Session, only_up_to_date: bool = True
 ) -> Sequence[UserGroup]:
     """
     Fetches user groups from the database.
@@ -266,8 +209,6 @@ def fetch_user_groups(
         db_session (Session): The SQLAlchemy session used to query the database.
         only_up_to_date (bool, optional): Flag to determine whether to filter the results
             to include only up to date user groups. Defaults to `True`.
-        eager_load_for_snapshot: If True, adds eager loading for all relationships
-            needed by UserGroup.from_model snapshot creation.
 
     Returns:
         Sequence[UserGroup]: A sequence of `UserGroup` objects matching the query criteria.
@@ -275,16 +216,11 @@ def fetch_user_groups(
     stmt = select(UserGroup)
     if only_up_to_date:
         stmt = stmt.where(UserGroup.is_up_to_date == True)  # noqa: E712
-    if eager_load_for_snapshot:
-        stmt = _add_user_group_snapshot_eager_loads(stmt)
-    return db_session.scalars(stmt).unique().all()
+    return db_session.scalars(stmt).all()
 
 
 def fetch_user_groups_for_user(
-    db_session: Session,
-    user_id: UUID,
-    only_curator_groups: bool = False,
-    eager_load_for_snapshot: bool = False,
+    db_session: Session, user_id: UUID, only_curator_groups: bool = False
 ) -> Sequence[UserGroup]:
     stmt = (
         select(UserGroup)
@@ -294,9 +230,7 @@ def fetch_user_groups_for_user(
     )
     if only_curator_groups:
         stmt = stmt.where(User__UserGroup.is_curator == True)  # noqa: E712
-    if eager_load_for_snapshot:
-        stmt = _add_user_group_snapshot_eager_loads(stmt)
-    return db_session.scalars(stmt).unique().all()
+    return db_session.scalars(stmt).all()
 
 
 def construct_document_id_select_by_usergroup(

backend/ee/onyx/external_permissions/sharepoint/group_sync.py

@@ -1,13 +1,9 @@
 from collections.abc import Generator
 
-from office365.sharepoint.client_context import ClientContext  # type: ignore[import-untyped]
-
 from ee.onyx.db.external_perm import ExternalUserGroup
 from ee.onyx.external_permissions.sharepoint.permission_utils import (
     get_sharepoint_external_groups,
 )
-from onyx.configs.app_configs import SHAREPOINT_EXHAUSTIVE_AD_ENUMERATION
-from onyx.connectors.sharepoint.connector import acquire_token_for_rest
 from onyx.connectors.sharepoint.connector import SharepointConnector
 from onyx.db.models import ConnectorCredentialPair
 from onyx.utils.logger import setup_logger
@@ -47,27 +43,14 @@ def sharepoint_group_sync(
 
     logger.info(f"Processing {len(site_descriptors)} sites for group sync")
 
-    enumerate_all = connector_config.get(
-        "exhaustive_ad_enumeration", SHAREPOINT_EXHAUSTIVE_AD_ENUMERATION
-    )
-
-    msal_app = connector.msal_app
-    sp_tenant_domain = connector.sp_tenant_domain
-    sp_domain_suffix = connector.sharepoint_domain_suffix
+    # Process each site
     for site_descriptor in site_descriptors:
         logger.debug(f"Processing site: {site_descriptor.url}")
 
-        ctx = ClientContext(site_descriptor.url).with_access_token(
-            lambda: acquire_token_for_rest(msal_app, sp_tenant_domain, sp_domain_suffix)
-        )
+        ctx = connector._create_rest_client_context(site_descriptor.url)
 
-        external_groups = get_sharepoint_external_groups(
-            ctx,
-            connector.graph_client,
-            graph_api_base=connector.graph_api_base,
-            get_access_token=connector._get_graph_access_token,
-            enumerate_all_ad_groups=enumerate_all,
-        )
+        # Get external groups for this site
+        external_groups = get_sharepoint_external_groups(ctx, connector.graph_client)
 
         # Yield each group
         for group in external_groups:

backend/ee/onyx/external_permissions/sharepoint/permission_utils.py

@@ -1,13 +1,9 @@
 import re
-import time
 from collections import deque
-from collections.abc import Callable
-from collections.abc import Generator
 from typing import Any
 from urllib.parse import unquote
 from urllib.parse import urlparse
 
-import requests as _requests
 from office365.graph_client import GraphClient  # type: ignore[import-untyped]
 from office365.onedrive.driveitems.driveItem import DriveItem  # type: ignore[import-untyped]
 from office365.runtime.client_request import ClientRequestException  # type: ignore
@@ -18,10 +14,7 @@ from pydantic import BaseModel
 from ee.onyx.db.external_perm import ExternalUserGroup
 from onyx.access.models import ExternalAccess
 from onyx.access.utils import build_ext_group_name_for_onyx
-from onyx.configs.app_configs import REQUEST_TIMEOUT_SECONDS
 from onyx.configs.constants import DocumentSource
-from onyx.connectors.sharepoint.connector import GRAPH_API_MAX_RETRIES
-from onyx.connectors.sharepoint.connector import GRAPH_API_RETRYABLE_STATUSES
 from onyx.connectors.sharepoint.connector import SHARED_DOCUMENTS_MAP_REVERSE
 from onyx.connectors.sharepoint.connector import sleep_and_retry
 from onyx.utils.logger import setup_logger
@@ -40,70 +33,6 @@ LIMITED_ACCESS_ROLE_TYPES = [1, 9]
 LIMITED_ACCESS_ROLE_NAMES = ["Limited Access", "Web-Only Limited Access"]
 
 
-AD_GROUP_ENUMERATION_THRESHOLD = 100_000
-
-
-def _graph_api_get(
-    url: str,
-    get_access_token: Callable[[], str],
-    params: dict[str, str] | None = None,
-) -> dict[str, Any]:
-    """Authenticated Graph API GET with retry on transient errors."""
-    for attempt in range(GRAPH_API_MAX_RETRIES + 1):
-        access_token = get_access_token()
-        headers = {"Authorization": f"Bearer {access_token}"}
-        try:
-            resp = _requests.get(
-                url, headers=headers, params=params, timeout=REQUEST_TIMEOUT_SECONDS
-            )
-            if (
-                resp.status_code in GRAPH_API_RETRYABLE_STATUSES
-                and attempt < GRAPH_API_MAX_RETRIES
-            ):
-                wait = min(int(resp.headers.get("Retry-After", str(2**attempt))), 60)
-                logger.warning(
-                    f"Graph API {resp.status_code} on attempt {attempt + 1}, "
-                    f"retrying in {wait}s: {url}"
-                )
-                time.sleep(wait)
-                continue
-            resp.raise_for_status()
-            return resp.json()
-        except (_requests.ConnectionError, _requests.Timeout, _requests.HTTPError):
-            if attempt < GRAPH_API_MAX_RETRIES:
-                wait = min(2**attempt, 60)
-                logger.warning(
-                    f"Graph API connection error on attempt {attempt + 1}, "
-                    f"retrying in {wait}s: {url}"
-                )
-                time.sleep(wait)
-                continue
-            raise
-    raise RuntimeError(
-        f"Graph API request failed after {GRAPH_API_MAX_RETRIES + 1} attempts: {url}"
-    )
-
-
-def _iter_graph_collection(
-    initial_url: str,
-    get_access_token: Callable[[], str],
-    params: dict[str, str] | None = None,
-) -> Generator[dict[str, Any], None, None]:
-    """Paginate through a Graph API collection, yielding items one at a time."""
-    url: str | None = initial_url
-    while url:
-        data = _graph_api_get(url, get_access_token, params)
-        params = None
-        yield from data.get("value", [])
-        url = data.get("@odata.nextLink")
-
-
-def _normalize_email(email: str) -> str:
-    if MICROSOFT_DOMAIN in email:
-        return email.replace(MICROSOFT_DOMAIN, "")
-    return email
-
-
 class SharepointGroup(BaseModel):
     model_config = {"frozen": True}
 
@@ -643,65 +572,8 @@ def get_external_access_from_sharepoint(
     )
 
 
-def _enumerate_ad_groups_paginated(
-    get_access_token: Callable[[], str],
-    already_resolved: set[str],
-    graph_api_base: str,
-) -> Generator[ExternalUserGroup, None, None]:
-    """Paginate through all Azure AD groups and yield ExternalUserGroup for each.
-
-    Skips groups whose suffixed name is already in *already_resolved*.
-    Stops early if the number of groups exceeds AD_GROUP_ENUMERATION_THRESHOLD.
-    """
-    groups_url = f"{graph_api_base}/groups"
-    groups_params: dict[str, str] = {"$select": "id,displayName", "$top": "999"}
-    total_groups = 0
-
-    for group_json in _iter_graph_collection(
-        groups_url, get_access_token, groups_params
-    ):
-        group_id: str = group_json.get("id", "")
-        display_name: str = group_json.get("displayName", "")
-        if not group_id or not display_name:
-            continue
-
-        total_groups += 1
-        if total_groups > AD_GROUP_ENUMERATION_THRESHOLD:
-            logger.warning(
-                f"Azure AD group enumeration exceeded {AD_GROUP_ENUMERATION_THRESHOLD} "
-                "groups — stopping to avoid excessive memory/API usage. "
-                "Remaining groups will be resolved from role assignments only."
-            )
-            return
-
-        name = f"{display_name}_{group_id}"
-        if name in already_resolved:
-            continue
-
-        member_emails: list[str] = []
-        members_url = f"{graph_api_base}/groups/{group_id}/members"
-        members_params: dict[str, str] = {
-            "$select": "userPrincipalName,mail",
-            "$top": "999",
-        }
-        for member_json in _iter_graph_collection(
-            members_url, get_access_token, members_params
-        ):
-            email = member_json.get("userPrincipalName") or member_json.get("mail")
-            if email:
-                member_emails.append(_normalize_email(email))
-
-        yield ExternalUserGroup(id=name, user_emails=member_emails)
-
-    logger.info(f"Enumerated {total_groups} Azure AD groups via paginated Graph API")
-
-
 def get_sharepoint_external_groups(
-    client_context: ClientContext,
-    graph_client: GraphClient,
-    graph_api_base: str,
-    get_access_token: Callable[[], str] | None = None,
-    enumerate_all_ad_groups: bool = False,
+    client_context: ClientContext, graph_client: GraphClient
 ) -> list[ExternalUserGroup]:
 
     groups: set[SharepointGroup] = set()
@@ -757,22 +629,57 @@ def get_sharepoint_external_groups(
         client_context, graph_client, groups, is_group_sync=True
     )
 
-    external_user_groups: list[ExternalUserGroup] = [
-        ExternalUserGroup(id=group_name, user_emails=list(emails))
-        for group_name, emails in groups_and_members.groups_to_emails.items()
-    ]
+    # get all Azure AD groups because if any group is assigned to the drive item, we don't want to miss them
+    # We can't assign sharepoint groups to drive items or drives, so we don't need to get all sharepoint groups
+    azure_ad_groups = sleep_and_retry(
+        graph_client.groups.get_all(page_loaded=lambda _: None),
+        "get_sharepoint_external_groups:get_azure_ad_groups",
+    )
+    logger.info(f"Azure AD Groups: {len(azure_ad_groups)}")
+    identified_groups: set[str] = set(groups_and_members.groups_to_emails.keys())
+    ad_groups_to_emails: dict[str, set[str]] = {}
+    for group in azure_ad_groups:
+        # If the group is already identified, we don't need to get the members
+        if group.display_name in identified_groups:
+            continue
+        # AD groups allows same display name for multiple groups, so we need to add the GUID to the name
+        name = group.display_name
+        name = _get_group_name_with_suffix(group.id, name, graph_client)
 
-    if not enumerate_all_ad_groups or get_access_token is None:
-        logger.info(
-            "Skipping exhaustive Azure AD group enumeration. "
-            "Only groups found in site role assignments are included."
+        members = sleep_and_retry(
+            group.members.get_all(page_loaded=lambda _: None),
+            "get_sharepoint_external_groups:get_azure_ad_groups:get_members",
         )
-        return external_user_groups
+        for member in members:
+            member_data = member.to_json()
+            user_principal_name = member_data.get("userPrincipalName")
+            mail = member_data.get("mail")
+            if not ad_groups_to_emails.get(name):
+                ad_groups_to_emails[name] = set()
+            if user_principal_name:
+                if MICROSOFT_DOMAIN in user_principal_name:
+                    user_principal_name = user_principal_name.replace(
+                        MICROSOFT_DOMAIN, ""
+                    )
+                ad_groups_to_emails[name].add(user_principal_name)
+            elif mail:
+                if MICROSOFT_DOMAIN in mail:
+                    mail = mail.replace(MICROSOFT_DOMAIN, "")
+                ad_groups_to_emails[name].add(mail)
 
-    already_resolved = set(groups_and_members.groups_to_emails.keys())
-    for group in _enumerate_ad_groups_paginated(
-        get_access_token, already_resolved, graph_api_base
-    ):
-        external_user_groups.append(group)
+    external_user_groups: list[ExternalUserGroup] = []
+    for group_name, emails in groups_and_members.groups_to_emails.items():
+        external_user_group = ExternalUserGroup(
+            id=group_name,
+            user_emails=list(emails),
+        )
+        external_user_groups.append(external_user_group)
+
+    for group_name, emails in ad_groups_to_emails.items():
+        external_user_group = ExternalUserGroup(
+            id=group_name,
+            user_emails=list(emails),
+        )
+        external_user_groups.append(external_user_group)
 
     return external_user_groups

backend/ee/onyx/server/query_and_chat/models.py

@@ -34,7 +34,7 @@ class SendSearchQueryRequest(BaseModel):
     filters: BaseFilters | None = None
     num_docs_fed_to_llm_selection: int | None = None
     run_query_expansion: bool = False
-    num_hits: int = 30
+    num_hits: int = 50
 
     include_content: bool = False
     stream: bool = False

backend/ee/onyx/server/scim/api.py

@@ -26,10 +26,12 @@ from sqlalchemy.orm import Session
 from ee.onyx.db.scim import ScimDAL
 from ee.onyx.server.scim.auth import verify_scim_token
 from ee.onyx.server.scim.filtering import parse_scim_filter
+from ee.onyx.server.scim.models import ScimEmail
 from ee.onyx.server.scim.models import ScimError
 from ee.onyx.server.scim.models import ScimGroupMember
 from ee.onyx.server.scim.models import ScimGroupResource
 from ee.onyx.server.scim.models import ScimListResponse
+from ee.onyx.server.scim.models import ScimMeta
 from ee.onyx.server.scim.models import ScimName
 from ee.onyx.server.scim.models import ScimPatchRequest
 from ee.onyx.server.scim.models import ScimResourceType
@@ -39,8 +41,6 @@ from ee.onyx.server.scim.models import ScimUserResource
 from ee.onyx.server.scim.patch import apply_group_patch
 from ee.onyx.server.scim.patch import apply_user_patch
 from ee.onyx.server.scim.patch import ScimPatchError
-from ee.onyx.server.scim.providers.base import get_default_provider
-from ee.onyx.server.scim.providers.base import ScimProvider
 from ee.onyx.server.scim.schema_definitions import GROUP_RESOURCE_TYPE
 from ee.onyx.server.scim.schema_definitions import GROUP_SCHEMA_DEF
 from ee.onyx.server.scim.schema_definitions import SERVICE_PROVIDER_CONFIG
@@ -53,6 +53,7 @@ from onyx.db.models import UserGroup
 from onyx.db.models import UserRole
 from onyx.utils.variable_functionality import fetch_ee_implementation_or_noop
 
+
 # NOTE: All URL paths in this router (/ServiceProviderConfig, /ResourceTypes,
 # /Schemas, /Users, /Groups) are mandated by the SCIM spec (RFC 7643/7644).
 # IdPs like Okta and Azure AD hardcode these exact paths, so they cannot be
@@ -62,18 +63,6 @@ scim_router = APIRouter(prefix="/scim/v2", tags=["SCIM"])
 _pw_helper = PasswordHelper()
 
 
-def _get_provider(
-    _token: ScimToken = Depends(verify_scim_token),
-) -> ScimProvider:
-    """Resolve the SCIM provider for the current request.
-
-    Currently returns OktaProvider for all requests. When multi-provider
-    support is added (ENG-3652), this will resolve based on token metadata
-    or tenant configuration — no endpoint changes required.
-    """
-    return get_default_provider()
-
-
 # ---------------------------------------------------------------------------
 # Service Discovery Endpoints (unauthenticated)
 # ---------------------------------------------------------------------------
@@ -111,6 +100,28 @@ def _scim_error_response(status: int, detail: str) -> JSONResponse:
     )
 
 
+def _user_to_scim(user: User, external_id: str | None = None) -> ScimUserResource:
+    """Convert an Onyx User to a SCIM User resource representation."""
+    name = None
+    if user.personal_name:
+        parts = user.personal_name.split(" ", 1)
+        name = ScimName(
+            givenName=parts[0],
+            familyName=parts[1] if len(parts) > 1 else None,
+            formatted=user.personal_name,
+        )
+
+    return ScimUserResource(
+        id=str(user.id),
+        externalId=external_id,
+        userName=user.email,
+        name=name,
+        emails=[ScimEmail(value=user.email, type="work", primary=True)],
+        active=user.is_active,
+        meta=ScimMeta(resourceType="User"),
+    )
+
+
 def _check_seat_availability(dal: ScimDAL) -> str | None:
     """Return an error message if seat limit is reached, else None."""
     check_fn = fetch_ee_implementation_or_noop(
@@ -144,10 +155,9 @@ def _scim_name_to_str(name: ScimName | None) -> str | None:
     """
     if not name:
         return None
-    # Build from givenName/familyName first — IdPs like Okta may send a stale
-    # ``formatted`` value while updating the individual name components.
-    parts = " ".join(part for part in [name.givenName, name.familyName] if part)
-    return parts or name.formatted
+    return name.formatted or " ".join(
+        part for part in [name.givenName, name.familyName] if part
+    )
 
 
 # ---------------------------------------------------------------------------
@@ -161,7 +171,6 @@ def list_users(
     startIndex: int = Query(1, ge=1),
     count: int = Query(100, ge=0, le=500),
     _token: ScimToken = Depends(verify_scim_token),
-    provider: ScimProvider = Depends(_get_provider),
     db_session: Session = Depends(get_session),
 ) -> ScimListResponse | JSONResponse:
     """List users with optional SCIM filter and pagination."""
@@ -174,19 +183,12 @@ def list_users(
         return _scim_error_response(400, str(e))
 
     try:
-        users_with_mappings, total = dal.list_users(scim_filter, startIndex, count)
+        users_with_ext_ids, total = dal.list_users(scim_filter, startIndex, count)
     except ValueError as e:
         return _scim_error_response(400, str(e))
 
-    user_groups_map = dal.get_users_groups_batch([u.id for u, _ in users_with_mappings])
     resources: list[ScimUserResource | ScimGroupResource] = [
-        provider.build_user_resource(
-            user,
-            mapping.external_id if mapping else None,
-            groups=user_groups_map.get(user.id, []),
-            scim_username=mapping.scim_username if mapping else None,
-        )
-        for user, mapping in users_with_mappings
+        _user_to_scim(user, ext_id) for user, ext_id in users_with_ext_ids
     ]
 
     return ScimListResponse(
@@ -201,7 +203,6 @@ def list_users(
 def get_user(
     user_id: str,
     _token: ScimToken = Depends(verify_scim_token),
-    provider: ScimProvider = Depends(_get_provider),
     db_session: Session = Depends(get_session),
 ) -> ScimUserResource | JSONResponse:
     """Get a single user by ID."""
@@ -214,26 +215,20 @@ def get_user(
     user = result
 
     mapping = dal.get_user_mapping_by_user_id(user.id)
-    return provider.build_user_resource(
-        user,
-        mapping.external_id if mapping else None,
-        groups=dal.get_user_groups(user.id),
-        scim_username=mapping.scim_username if mapping else None,
-    )
+    return _user_to_scim(user, mapping.external_id if mapping else None)
 
 
 @scim_router.post("/Users", status_code=201, response_model=None)
 def create_user(
     user_resource: ScimUserResource,
     _token: ScimToken = Depends(verify_scim_token),
-    provider: ScimProvider = Depends(_get_provider),
     db_session: Session = Depends(get_session),
 ) -> ScimUserResource | JSONResponse:
     """Create a new user from a SCIM provisioning request."""
     dal = ScimDAL(db_session)
     dal.update_token_last_used(_token.id)
 
-    email = user_resource.userName.strip()
+    email = user_resource.userName.strip().lower()
 
     # externalId is how the IdP correlates this user on subsequent requests.
     # Without it, the IdP can't find the user and will try to re-create,
@@ -269,14 +264,11 @@ def create_user(
 
     # Create SCIM mapping (externalId is validated above, always present)
     external_id = user_resource.externalId
-    scim_username = user_resource.userName.strip()
-    dal.create_user_mapping(
-        external_id=external_id, user_id=user.id, scim_username=scim_username
-    )
+    dal.create_user_mapping(external_id=external_id, user_id=user.id)
 
     dal.commit()
 
-    return provider.build_user_resource(user, external_id, scim_username=scim_username)
+    return _user_to_scim(user, external_id)
 
 
 @scim_router.put("/Users/{user_id}", response_model=None)
@@ -284,7 +276,6 @@ def replace_user(
     user_id: str,
     user_resource: ScimUserResource,
     _token: ScimToken = Depends(verify_scim_token),
-    provider: ScimProvider = Depends(_get_provider),
     db_session: Session = Depends(get_session),
 ) -> ScimUserResource | JSONResponse:
     """Replace a user entirely (RFC 7644 §3.5.1)."""
@@ -302,27 +293,19 @@ def replace_user(
         if seat_error:
             return _scim_error_response(403, seat_error)
 
-    personal_name = _scim_name_to_str(user_resource.name)
-
     dal.update_user(
         user,
-        email=user_resource.userName.strip(),
+        email=user_resource.userName.strip().lower(),
         is_active=user_resource.active,
-        personal_name=personal_name,
+        personal_name=_scim_name_to_str(user_resource.name),
     )
 
     new_external_id = user_resource.externalId
-    scim_username = user_resource.userName.strip()
-    dal.sync_user_external_id(user.id, new_external_id, scim_username=scim_username)
+    dal.sync_user_external_id(user.id, new_external_id)
 
     dal.commit()
 
-    return provider.build_user_resource(
-        user,
-        new_external_id,
-        groups=dal.get_user_groups(user.id),
-        scim_username=scim_username,
-    )
+    return _user_to_scim(user, new_external_id)
 
 
 @scim_router.patch("/Users/{user_id}", response_model=None)
@@ -330,7 +313,6 @@ def patch_user(
     user_id: str,
     patch_request: ScimPatchRequest,
     _token: ScimToken = Depends(verify_scim_token),
-    provider: ScimProvider = Depends(_get_provider),
     db_session: Session = Depends(get_session),
 ) -> ScimUserResource | JSONResponse:
     """Partially update a user (RFC 7644 §3.5.2).
@@ -348,19 +330,11 @@ def patch_user(
 
     mapping = dal.get_user_mapping_by_user_id(user.id)
     external_id = mapping.external_id if mapping else None
-    current_scim_username = mapping.scim_username if mapping else None
 
-    current = provider.build_user_resource(
-        user,
-        external_id,
-        groups=dal.get_user_groups(user.id),
-        scim_username=current_scim_username,
-    )
+    current = _user_to_scim(user, external_id)
 
     try:
-        patched = apply_user_patch(
-            patch_request.Operations, current, provider.ignored_patch_paths
-        )
+        patched = apply_user_patch(patch_request.Operations, current)
     except ScimPatchError as e:
         return _scim_error_response(e.status, e.detail)
 
@@ -371,40 +345,22 @@ def patch_user(
             if seat_error:
                 return _scim_error_response(403, seat_error)
 
-    # Track the scim_username — if userName was patched, update it
-    new_scim_username = patched.userName.strip() if patched.userName else None
-
-    # If displayName was explicitly patched (different from the original), use
-    # it as personal_name directly.  Otherwise, derive from name components.
-    personal_name: str | None
-    if patched.displayName and patched.displayName != current.displayName:
-        personal_name = patched.displayName
-    else:
-        personal_name = _scim_name_to_str(patched.name)
-
     dal.update_user(
         user,
         email=(
-            patched.userName.strip()
-            if patched.userName.strip().lower() != user.email.lower()
+            patched.userName.strip().lower()
+            if patched.userName.lower() != user.email
             else None
         ),
         is_active=patched.active if patched.active != user.is_active else None,
-        personal_name=personal_name,
+        personal_name=_scim_name_to_str(patched.name),
     )
 
-    dal.sync_user_external_id(
-        user.id, patched.externalId, scim_username=new_scim_username
-    )
+    dal.sync_user_external_id(user.id, patched.externalId)
 
     dal.commit()
 
-    return provider.build_user_resource(
-        user,
-        patched.externalId,
-        groups=dal.get_user_groups(user.id),
-        scim_username=new_scim_username,
-    )
+    return _user_to_scim(user, patched.externalId)
 
 
 @scim_router.delete("/Users/{user_id}", status_code=204, response_model=None)
@@ -442,6 +398,24 @@ def delete_user(
 # ---------------------------------------------------------------------------
 
 
+def _group_to_scim(
+    group: UserGroup,
+    members: list[tuple[UUID, str | None]],
+    external_id: str | None = None,
+) -> ScimGroupResource:
+    """Convert an Onyx UserGroup to a SCIM Group resource."""
+    scim_members = [
+        ScimGroupMember(value=str(uid), display=email) for uid, email in members
+    ]
+    return ScimGroupResource(
+        id=str(group.id),
+        externalId=external_id,
+        displayName=group.name,
+        members=scim_members,
+        meta=ScimMeta(resourceType="Group"),
+    )
+
+
 def _fetch_group_or_404(group_id: str, dal: ScimDAL) -> UserGroup | JSONResponse:
     """Parse *group_id* as int, look up the group, or return a 404 error."""
     try:
@@ -500,7 +474,6 @@ def list_groups(
     startIndex: int = Query(1, ge=1),
     count: int = Query(100, ge=0, le=500),
     _token: ScimToken = Depends(verify_scim_token),
-    provider: ScimProvider = Depends(_get_provider),
     db_session: Session = Depends(get_session),
 ) -> ScimListResponse | JSONResponse:
     """List groups with optional SCIM filter and pagination."""
@@ -518,7 +491,7 @@ def list_groups(
         return _scim_error_response(400, str(e))
 
     resources: list[ScimUserResource | ScimGroupResource] = [
-        provider.build_group_resource(group, dal.get_group_members(group.id), ext_id)
+        _group_to_scim(group, dal.get_group_members(group.id), ext_id)
         for group, ext_id in groups_with_ext_ids
     ]
 
@@ -534,7 +507,6 @@ def list_groups(
 def get_group(
     group_id: str,
     _token: ScimToken = Depends(verify_scim_token),
-    provider: ScimProvider = Depends(_get_provider),
     db_session: Session = Depends(get_session),
 ) -> ScimGroupResource | JSONResponse:
     """Get a single group by ID."""
@@ -549,16 +521,13 @@ def get_group(
     mapping = dal.get_group_mapping_by_group_id(group.id)
     members = dal.get_group_members(group.id)
 
-    return provider.build_group_resource(
-        group, members, mapping.external_id if mapping else None
-    )
+    return _group_to_scim(group, members, mapping.external_id if mapping else None)
 
 
 @scim_router.post("/Groups", status_code=201, response_model=None)
 def create_group(
     group_resource: ScimGroupResource,
     _token: ScimToken = Depends(verify_scim_token),
-    provider: ScimProvider = Depends(_get_provider),
     db_session: Session = Depends(get_session),
 ) -> ScimGroupResource | JSONResponse:
     """Create a new group from a SCIM provisioning request."""
@@ -596,7 +565,7 @@ def create_group(
     dal.commit()
 
     members = dal.get_group_members(db_group.id)
-    return provider.build_group_resource(db_group, members, external_id)
+    return _group_to_scim(db_group, members, external_id)
 
 
 @scim_router.put("/Groups/{group_id}", response_model=None)
@@ -604,7 +573,6 @@ def replace_group(
     group_id: str,
     group_resource: ScimGroupResource,
     _token: ScimToken = Depends(verify_scim_token),
-    provider: ScimProvider = Depends(_get_provider),
     db_session: Session = Depends(get_session),
 ) -> ScimGroupResource | JSONResponse:
     """Replace a group entirely (RFC 7644 §3.5.1)."""
@@ -627,7 +595,7 @@ def replace_group(
     dal.commit()
 
     members = dal.get_group_members(group.id)
-    return provider.build_group_resource(group, members, group_resource.externalId)
+    return _group_to_scim(group, members, group_resource.externalId)
 
 
 @scim_router.patch("/Groups/{group_id}", response_model=None)
@@ -635,7 +603,6 @@ def patch_group(
     group_id: str,
     patch_request: ScimPatchRequest,
     _token: ScimToken = Depends(verify_scim_token),
-    provider: ScimProvider = Depends(_get_provider),
     db_session: Session = Depends(get_session),
 ) -> ScimGroupResource | JSONResponse:
     """Partially update a group (RFC 7644 §3.5.2).
@@ -654,11 +621,11 @@ def patch_group(
     external_id = mapping.external_id if mapping else None
 
     current_members = dal.get_group_members(group.id)
-    current = provider.build_group_resource(group, current_members, external_id)
+    current = _group_to_scim(group, current_members, external_id)
 
     try:
         patched, added_ids, removed_ids = apply_group_patch(
-            patch_request.Operations, current, provider.ignored_patch_paths
+            patch_request.Operations, current
         )
     except ScimPatchError as e:
         return _scim_error_response(e.status, e.detail)
@@ -685,7 +652,7 @@ def patch_group(
     dal.commit()
 
     members = dal.get_group_members(group.id)
-    return provider.build_group_resource(group, members, patched.externalId)
+    return _group_to_scim(group, members, patched.externalId)
 
 
 @scim_router.delete("/Groups/{group_id}", status_code=204, response_model=None)

backend/ee/onyx/server/scim/models.py

@@ -63,13 +63,6 @@ class ScimMeta(BaseModel):
     location: str | None = None
 
 
-class ScimUserGroupRef(BaseModel):
-    """Group reference within a User resource (RFC 7643 §4.1.2, read-only)."""
-
-    value: str
-    display: str | None = None
-
-
 class ScimUserResource(BaseModel):
     """SCIM User resource representation (RFC 7643 §4.1).
 
@@ -83,10 +76,8 @@ class ScimUserResource(BaseModel):
     externalId: str | None = None  # IdP's identifier for this user
     userName: str  # Typically the user's email address
     name: ScimName | None = None
-    displayName: str | None = None
     emails: list[ScimEmail] = Field(default_factory=list)
     active: bool = True
-    groups: list[ScimUserGroupRef] = Field(default_factory=list)
     meta: ScimMeta | None = None
 
 
@@ -130,40 +121,12 @@ class ScimPatchOperationType(str, Enum):
     REMOVE = "remove"
 
 
-class ScimPatchResourceValue(BaseModel):
-    """Partial resource dict for path-less PATCH replace operations.
-
-    When an IdP sends a PATCH without a ``path``, the ``value`` is a dict
-    of resource attributes to set.  IdPs may include read-only fields
-    (``id``, ``schemas``, ``meta``) alongside actual changes — these are
-    stripped by the provider's ``ignored_patch_paths`` before processing.
-
-    ``extra="allow"`` lets unknown attributes pass through so the patch
-    handler can decide what to do with them (ignore or reject).
-    """
-
-    model_config = ConfigDict(extra="allow")
-
-    active: bool | None = None
-    userName: str | None = None
-    displayName: str | None = None
-    externalId: str | None = None
-    name: ScimName | None = None
-    members: list[ScimGroupMember] | None = None
-    id: str | None = None
-    schemas: list[str] | None = None
-    meta: ScimMeta | None = None
-
-
-ScimPatchValue = str | bool | list[ScimGroupMember] | ScimPatchResourceValue | None
-
-
 class ScimPatchOperation(BaseModel):
     """Single PATCH operation (RFC 7644 §3.5.2)."""
 
     op: ScimPatchOperationType
     path: str | None = None
-    value: ScimPatchValue = None
+    value: str | list[dict[str, str]] | dict[str, str | bool] | bool | None = None
 
 
 class ScimPatchRequest(BaseModel):

backend/ee/onyx/server/scim/patch.py

@@ -16,12 +16,9 @@ from __future__ import annotations
 
 import re
 
-from ee.onyx.server.scim.models import ScimGroupMember
 from ee.onyx.server.scim.models import ScimGroupResource
 from ee.onyx.server.scim.models import ScimPatchOperation
 from ee.onyx.server.scim.models import ScimPatchOperationType
-from ee.onyx.server.scim.models import ScimPatchResourceValue
-from ee.onyx.server.scim.models import ScimPatchValue
 from ee.onyx.server.scim.models import ScimUserResource
 
 
@@ -44,15 +41,9 @@ _MEMBER_FILTER_RE = re.compile(
 def apply_user_patch(
     operations: list[ScimPatchOperation],
     current: ScimUserResource,
-    ignored_paths: frozenset[str] = frozenset(),
 ) -> ScimUserResource:
     """Apply SCIM PATCH operations to a user resource.
 
-    Args:
-        operations: The PATCH operations to apply.
-        current: The current user resource state.
-        ignored_paths: SCIM attribute paths to silently skip (from provider).
-
     Returns a new ``ScimUserResource`` with the modifications applied.
     The original object is not mutated.
 
@@ -64,9 +55,9 @@ def apply_user_patch(
 
     for op in operations:
         if op.op == ScimPatchOperationType.REPLACE:
-            _apply_user_replace(op, data, name_data, ignored_paths)
+            _apply_user_replace(op, data, name_data)
         elif op.op == ScimPatchOperationType.ADD:
-            _apply_user_replace(op, data, name_data, ignored_paths)
+            _apply_user_replace(op, data, name_data)
         else:
             raise ScimPatchError(
                 f"Unsupported operation '{op.op.value}' on User resource"
@@ -80,34 +71,30 @@ def _apply_user_replace(
     op: ScimPatchOperation,
     data: dict,
     name_data: dict,
-    ignored_paths: frozenset[str],
 ) -> None:
     """Apply a replace/add operation to user data."""
     path = (op.path or "").lower()
 
     if not path:
-        # No path — value is a resource dict of top-level attributes to set
-        if isinstance(op.value, ScimPatchResourceValue):
-            for key, val in op.value.model_dump(exclude_unset=True).items():
-                _set_user_field(key.lower(), val, data, name_data, ignored_paths)
+        # No path — value is a dict of top-level attributes to set
+        if isinstance(op.value, dict):
+            for key, val in op.value.items():
+                _set_user_field(key.lower(), val, data, name_data)
         else:
             raise ScimPatchError("Replace without path requires a dict value")
         return
 
-    _set_user_field(path, op.value, data, name_data, ignored_paths)
+    _set_user_field(path, op.value, data, name_data)
 
 
 def _set_user_field(
     path: str,
-    value: ScimPatchValue,
+    value: str | bool | dict | list | None,
     data: dict,
     name_data: dict,
-    ignored_paths: frozenset[str],
 ) -> None:
     """Set a single field on user data by SCIM path."""
-    if path in ignored_paths:
-        return
-    elif path == "active":
+    if path == "active":
         data["active"] = value
     elif path == "username":
         data["userName"] = value
@@ -120,7 +107,7 @@ def _set_user_field(
     elif path == "name.formatted":
         name_data["formatted"] = value
     elif path == "displayname":
-        data["displayName"] = value
+        # Some IdPs send displayName on users; map to formatted name
         name_data["formatted"] = value
     else:
         raise ScimPatchError(f"Unsupported path '{path}' for User PATCH")
@@ -129,15 +116,9 @@ def _set_user_field(
 def apply_group_patch(
     operations: list[ScimPatchOperation],
     current: ScimGroupResource,
-    ignored_paths: frozenset[str] = frozenset(),
 ) -> tuple[ScimGroupResource, list[str], list[str]]:
     """Apply SCIM PATCH operations to a group resource.
 
-    Args:
-        operations: The PATCH operations to apply.
-        current: The current group resource state.
-        ignored_paths: SCIM attribute paths to silently skip (from provider).
-
     Returns:
         A tuple of (modified group, added member IDs, removed member IDs).
         The caller uses the member ID lists to update the database.
@@ -152,9 +133,7 @@ def apply_group_patch(
 
     for op in operations:
         if op.op == ScimPatchOperationType.REPLACE:
-            _apply_group_replace(
-                op, data, current_members, added_ids, removed_ids, ignored_paths
-            )
+            _apply_group_replace(op, data, current_members, added_ids, removed_ids)
         elif op.op == ScimPatchOperationType.ADD:
             _apply_group_add(op, current_members, added_ids)
         elif op.op == ScimPatchOperationType.REMOVE:
@@ -175,48 +154,38 @@ def _apply_group_replace(
     current_members: list[dict],
     added_ids: list[str],
     removed_ids: list[str],
-    ignored_paths: frozenset[str],
 ) -> None:
     """Apply a replace operation to group data."""
     path = (op.path or "").lower()
 
     if not path:
-        if isinstance(op.value, ScimPatchResourceValue):
-            dumped = op.value.model_dump(exclude_unset=True)
-            for key, val in dumped.items():
+        if isinstance(op.value, dict):
+            for key, val in op.value.items():
                 if key.lower() == "members":
                     _replace_members(val, current_members, added_ids, removed_ids)
                 else:
-                    _set_group_field(key.lower(), val, data, ignored_paths)
+                    _set_group_field(key.lower(), val, data)
         else:
             raise ScimPatchError("Replace without path requires a dict value")
         return
 
     if path == "members":
-        _replace_members(
-            _members_to_dicts(op.value), current_members, added_ids, removed_ids
-        )
+        _replace_members(op.value, current_members, added_ids, removed_ids)
         return
 
-    _set_group_field(path, op.value, data, ignored_paths)
-
-
-def _members_to_dicts(
-    value: str | bool | list[ScimGroupMember] | ScimPatchResourceValue | None,
-) -> list[dict]:
-    """Convert a member list value to a list of dicts for internal processing."""
-    if not isinstance(value, list):
-        raise ScimPatchError("Replace members requires a list value")
-    return [m.model_dump(exclude_none=True) for m in value]
+    _set_group_field(path, op.value, data)
 
 
 def _replace_members(
-    value: list[dict],
+    value: str | list | dict | bool | None,
     current_members: list[dict],
     added_ids: list[str],
     removed_ids: list[str],
 ) -> None:
     """Replace the entire group member list."""
+    if not isinstance(value, list):
+        raise ScimPatchError("Replace members requires a list value")
+
     old_ids = {m["value"] for m in current_members}
     new_ids = {m.get("value", "") for m in value}
 
@@ -228,14 +197,11 @@ def _replace_members(
 
 def _set_group_field(
     path: str,
-    value: ScimPatchValue,
+    value: str | bool | dict | list | None,
     data: dict,
-    ignored_paths: frozenset[str],
 ) -> None:
     """Set a single field on group data by SCIM path."""
-    if path in ignored_paths:
-        return
-    elif path == "displayname":
+    if path == "displayname":
         data["displayName"] = value
     elif path == "externalid":
         data["externalId"] = value
@@ -257,10 +223,8 @@ def _apply_group_add(
     if not isinstance(op.value, list):
         raise ScimPatchError("Add members requires a list value")
 
-    member_dicts = [m.model_dump(exclude_none=True) for m in op.value]
-
     existing_ids = {m["value"] for m in members}
-    for member_data in member_dicts:
+    for member_data in op.value:
         member_id = member_data.get("value", "")
         if member_id and member_id not in existing_ids:
             members.append(member_data)

backend/ee/onyx/server/scim/providers/base.py

@@ -1,123 +0,0 @@
-"""Base SCIM provider abstraction."""
-
-from __future__ import annotations
-
-from abc import ABC
-from abc import abstractmethod
-from uuid import UUID
-
-from ee.onyx.server.scim.models import ScimEmail
-from ee.onyx.server.scim.models import ScimGroupMember
-from ee.onyx.server.scim.models import ScimGroupResource
-from ee.onyx.server.scim.models import ScimMeta
-from ee.onyx.server.scim.models import ScimName
-from ee.onyx.server.scim.models import ScimUserGroupRef
-from ee.onyx.server.scim.models import ScimUserResource
-from onyx.db.models import User
-from onyx.db.models import UserGroup
-
-
-class ScimProvider(ABC):
-    """Base class for provider-specific SCIM behavior.
-
-    Subclass this to handle IdP-specific quirks. The base class provides
-    RFC 7643-compliant response builders that populate all standard fields.
-    """
-
-    @property
-    @abstractmethod
-    def name(self) -> str:
-        """Short identifier for this provider (e.g. ``"okta"``)."""
-        ...
-
-    @property
-    @abstractmethod
-    def ignored_patch_paths(self) -> frozenset[str]:
-        """SCIM attribute paths to silently skip in PATCH value-object dicts.
-
-        IdPs may include read-only or meta fields alongside actual changes
-        (e.g. Okta sends ``{"id": "...", "active": false}``). Paths listed
-        here are silently dropped instead of raising an error.
-        """
-        ...
-
-    def build_user_resource(
-        self,
-        user: User,
-        external_id: str | None = None,
-        groups: list[tuple[int, str]] | None = None,
-        scim_username: str | None = None,
-    ) -> ScimUserResource:
-        """Build a SCIM User response from an Onyx User.
-
-        Args:
-            user: The Onyx user model.
-            external_id: The IdP's external identifier for this user.
-            groups: List of ``(group_id, group_name)`` tuples for the
-                ``groups`` read-only attribute. Pass ``None`` or ``[]``
-                for newly-created users.
-            scim_username: The original-case userName from the IdP. Falls
-                back to ``user.email`` (lowercase) when not available.
-        """
-        group_refs = [
-            ScimUserGroupRef(value=str(gid), display=gname)
-            for gid, gname in (groups or [])
-        ]
-
-        # Use original-case userName if stored, otherwise fall back to the
-        # lowercased email from the User model.
-        username = scim_username or user.email
-
-        return ScimUserResource(
-            id=str(user.id),
-            externalId=external_id,
-            userName=username,
-            name=self._build_scim_name(user),
-            displayName=user.personal_name,
-            emails=[ScimEmail(value=username, type="work", primary=True)],
-            active=user.is_active,
-            groups=group_refs,
-            meta=ScimMeta(resourceType="User"),
-        )
-
-    def build_group_resource(
-        self,
-        group: UserGroup,
-        members: list[tuple[UUID, str | None]],
-        external_id: str | None = None,
-    ) -> ScimGroupResource:
-        """Build a SCIM Group response from an Onyx UserGroup."""
-        scim_members = [
-            ScimGroupMember(value=str(uid), display=email) for uid, email in members
-        ]
-        return ScimGroupResource(
-            id=str(group.id),
-            externalId=external_id,
-            displayName=group.name,
-            members=scim_members,
-            meta=ScimMeta(resourceType="Group"),
-        )
-
-    @staticmethod
-    def _build_scim_name(user: User) -> ScimName | None:
-        """Extract SCIM name components from a user's personal name."""
-        if not user.personal_name:
-            return None
-        parts = user.personal_name.split(" ", 1)
-        return ScimName(
-            givenName=parts[0],
-            familyName=parts[1] if len(parts) > 1 else None,
-            formatted=user.personal_name,
-        )
-
-
-def get_default_provider() -> ScimProvider:
-    """Return the default SCIM provider.
-
-    Currently returns ``OktaProvider`` since Okta is the primary supported
-    IdP. When provider detection is added (via token metadata or tenant
-    config), this can be replaced with dynamic resolution.
-    """
-    from ee.onyx.server.scim.providers.okta import OktaProvider
-
-    return OktaProvider()

backend/ee/onyx/server/scim/providers/okta.py

@@ -1,25 +0,0 @@
-"""Okta SCIM provider."""
-
-from __future__ import annotations
-
-from ee.onyx.server.scim.providers.base import ScimProvider
-
-
-class OktaProvider(ScimProvider):
-    """Okta SCIM provider.
-
-    Okta behavioral notes:
-      - Uses ``PATCH {"active": false}`` for deprovisioning (not DELETE)
-      - Sends path-less PATCH with value dicts containing extra fields
-        (``id``, ``schemas``)
-      - Expects ``displayName`` and ``groups`` in user responses
-      - Only uses ``eq`` operator for ``userName`` filter
-    """
-
-    @property
-    def name(self) -> str:
-        return "okta"
-
-    @property
-    def ignored_patch_paths(self) -> frozenset[str]:
-        return frozenset({"id", "schemas", "meta"})

backend/ee/onyx/server/user_group/api.py

@@ -37,15 +37,12 @@ def list_user_groups(
     db_session: Session = Depends(get_session),
 ) -> list[UserGroup]:
     if user.role == UserRole.ADMIN:
-        user_groups = fetch_user_groups(
-            db_session, only_up_to_date=False, eager_load_for_snapshot=True
-        )
+        user_groups = fetch_user_groups(db_session, only_up_to_date=False)
     else:
         user_groups = fetch_user_groups_for_user(
             db_session=db_session,
             user_id=user.id,
             only_curator_groups=user.role == UserRole.CURATOR,
-            eager_load_for_snapshot=True,
         )
     return [UserGroup.from_model(user_group) for user_group in user_groups]
 

backend/ee/onyx/server/user_group/models.py

@@ -53,8 +53,7 @@ class UserGroup(BaseModel):
                     id=cc_pair_relationship.cc_pair.id,
                     name=cc_pair_relationship.cc_pair.name,
                     connector=ConnectorSnapshot.from_connector_db_model(
-                        cc_pair_relationship.cc_pair.connector,
-                        credential_ids=[cc_pair_relationship.cc_pair.credential_id],
+                        cc_pair_relationship.cc_pair.connector
                     ),
                     credential=CredentialSnapshot.from_credential_db_model(
                         cc_pair_relationship.cc_pair.credential

backend/onyx/auth/users.py

@@ -121,7 +121,6 @@ from onyx.db.pat import fetch_user_for_pat
 from onyx.db.users import get_user_by_email
 from onyx.redis.redis_pool import get_async_redis_connection
 from onyx.redis.redis_pool import get_redis_client
-from onyx.server.settings.store import load_settings
 from onyx.server.utils import BasicAuthenticationError
 from onyx.utils.logger import setup_logger
 from onyx.utils.telemetry import mt_cloud_telemetry
@@ -138,8 +137,6 @@ from shared_configs.contextvars import get_current_tenant_id
 
 logger = setup_logger()
 
-REGISTER_INVITE_ONLY_CODE = "REGISTER_INVITE_ONLY"
-
 
 def is_user_admin(user: User) -> bool:
     return user.role == UserRole.ADMIN
@@ -211,34 +208,22 @@ def anonymous_user_enabled(*, tenant_id: str | None = None) -> bool:
     return int(value.decode("utf-8")) == 1
 
 
-def workspace_invite_only_enabled() -> bool:
-    settings = load_settings()
-    return settings.invite_only_enabled
-
-
 def verify_email_is_invited(email: str) -> None:
     if AUTH_TYPE in {AuthType.SAML, AuthType.OIDC}:
         # SSO providers manage membership; allow JIT provisioning regardless of invites
         return
 
-    if not workspace_invite_only_enabled():
+    whitelist = get_invited_users()
+    if not whitelist:
         return
 
-    whitelist = get_invited_users()
-
     if not email:
-        raise HTTPException(
-            status_code=status.HTTP_400_BAD_REQUEST,
-            detail={"reason": "Email must be specified"},
-        )
+        raise PermissionError("Email must be specified")
 
     try:
         email_info = validate_email(email, check_deliverability=False)
     except EmailUndeliverableError:
-        raise HTTPException(
-            status_code=status.HTTP_400_BAD_REQUEST,
-            detail={"reason": "Email is not valid"},
-        )
+        raise PermissionError("Email is not valid")
 
     for email_whitelist in whitelist:
         try:
@@ -255,13 +240,7 @@ def verify_email_is_invited(email: str) -> None:
         if email_info.normalized.lower() == email_info_whitelist.normalized.lower():
             return
 
-    raise HTTPException(
-        status_code=status.HTTP_403_FORBIDDEN,
-        detail={
-            "code": REGISTER_INVITE_ONLY_CODE,
-            "reason": "This workspace is invite-only. Please ask your admin to invite you.",
-        },
-    )
+    raise PermissionError("User not on allowed user whitelist")
 
 
 def verify_email_in_whitelist(email: str, tenant_id: str) -> None:
@@ -277,32 +256,13 @@ def verify_email_domain(email: str) -> None:
             detail="Email is not valid",
         )
 
-    local_part, domain = email.split("@")
-    domain = domain.lower()
-
-    if AUTH_TYPE == AuthType.CLOUD:
-        # Normalize googlemail.com to gmail.com (they deliver to the same inbox)
-        if domain == "googlemail.com":
-            raise HTTPException(
-                status_code=status.HTTP_400_BAD_REQUEST,
-                detail={"reason": "Please use @gmail.com instead of @googlemail.com."},
-            )
-
-        if "+" in local_part and domain != "onyx.app":
-            raise HTTPException(
-                status_code=status.HTTP_400_BAD_REQUEST,
-                detail={
-                    "reason": "Email addresses with '+' are not allowed. Please use your base email address."
-                },
-            )
+    domain = email.split("@")[-1].lower()
 
     # Check if email uses a disposable/temporary domain
     if is_disposable_email(email):
         raise HTTPException(
             status_code=status.HTTP_400_BAD_REQUEST,
-            detail={
-                "reason": "Disposable email addresses are not allowed. Please use a permanent email address."
-            },
+            detail="Disposable email addresses are not allowed. Please use a permanent email address.",
         )
 
     # Check domain whitelist if configured
@@ -1690,10 +1650,7 @@ def get_oauth_router(
         if redirect_url is not None:
             authorize_redirect_url = redirect_url
         else:
-            # Use WEB_DOMAIN instead of request.url_for() to prevent host
-            # header poisoning — request.url_for() trusts the Host header.
-            callback_path = request.app.url_path_for(callback_route_name)
-            authorize_redirect_url = f"{WEB_DOMAIN}{callback_path}"
+            authorize_redirect_url = str(request.url_for(callback_route_name))
 
         next_url = request.query_params.get("next", "/")
 

backend/onyx/background/celery/tasks/user_file_processing/tasks.py

@@ -13,7 +13,6 @@ from sqlalchemy import select
 from sqlalchemy.orm import Session
 
 from onyx.background.celery.apps.app_base import task_logger
-from onyx.background.celery.celery_redis import celery_get_queue_length
 from onyx.background.celery.celery_utils import httpx_init_vespa_pool
 from onyx.background.celery.tasks.shared.RetryDocumentIndex import RetryDocumentIndex
 from onyx.configs.app_configs import DISABLE_VECTOR_DB
@@ -22,14 +21,12 @@ from onyx.configs.app_configs import VESPA_CLOUD_CERT_PATH
 from onyx.configs.app_configs import VESPA_CLOUD_KEY_PATH
 from onyx.configs.constants import CELERY_GENERIC_BEAT_LOCK_TIMEOUT
 from onyx.configs.constants import CELERY_USER_FILE_PROCESSING_LOCK_TIMEOUT
-from onyx.configs.constants import CELERY_USER_FILE_PROCESSING_TASK_EXPIRES
 from onyx.configs.constants import CELERY_USER_FILE_PROJECT_SYNC_LOCK_TIMEOUT
 from onyx.configs.constants import DocumentSource
 from onyx.configs.constants import OnyxCeleryPriority
 from onyx.configs.constants import OnyxCeleryQueues
 from onyx.configs.constants import OnyxCeleryTask
 from onyx.configs.constants import OnyxRedisLocks
-from onyx.configs.constants import USER_FILE_PROCESSING_MAX_QUEUE_DEPTH
 from onyx.connectors.file.connector import LocalFileConnector
 from onyx.connectors.models import Document
 from onyx.connectors.models import HierarchyNode
@@ -60,17 +57,6 @@ def _user_file_lock_key(user_file_id: str | UUID) -> str:
     return f"{OnyxRedisLocks.USER_FILE_PROCESSING_LOCK_PREFIX}:{user_file_id}"
 
 
-def _user_file_queued_key(user_file_id: str | UUID) -> str:
-    """Key that exists while a process_single_user_file task is sitting in the queue.
-
-    The beat generator sets this with a TTL equal to CELERY_USER_FILE_PROCESSING_TASK_EXPIRES
-    before enqueuing and the worker deletes it as its first action.  This prevents
-    the beat from adding duplicate tasks for files that already have a live task
-    in flight.
-    """
-    return f"{OnyxRedisLocks.USER_FILE_QUEUED_PREFIX}:{user_file_id}"
-
-
 def _user_file_project_sync_lock_key(user_file_id: str | UUID) -> str:
     return f"{OnyxRedisLocks.USER_FILE_PROJECT_SYNC_LOCK_PREFIX}:{user_file_id}"
 
@@ -134,24 +120,7 @@ def _get_document_chunk_count(
 def check_user_file_processing(self: Task, *, tenant_id: str) -> None:
     """Scan for user files with PROCESSING status and enqueue per-file tasks.
 
-    Three mechanisms prevent queue runaway:
-
-    1. **Queue depth backpressure** – if the broker queue already has more than
-       USER_FILE_PROCESSING_MAX_QUEUE_DEPTH items we skip this beat cycle
-       entirely.  Workers are clearly behind; adding more tasks would only make
-       the backlog worse.
-
-    2. **Per-file queued guard** – before enqueuing a task we set a short-lived
-       Redis key (TTL = CELERY_USER_FILE_PROCESSING_TASK_EXPIRES).  If that key
-       already exists the file already has a live task in the queue, so we skip
-       it.  The worker deletes the key the moment it picks up the task so the
-       next beat cycle can re-enqueue if the file is still PROCESSING.
-
-    3. **Task expiry** – every enqueued task carries an `expires` value equal to
-       CELERY_USER_FILE_PROCESSING_TASK_EXPIRES.  If a task is still sitting in
-       the queue after that deadline, Celery discards it without touching the DB.
-       This is a belt-and-suspenders defence: even if the guard key is lost (e.g.
-       Redis restart), stale tasks evict themselves rather than piling up forever.
+    Uses direct Redis locks to avoid overlapping runs.
     """
     task_logger.info("check_user_file_processing - Starting")
 
@@ -166,21 +135,7 @@ def check_user_file_processing(self: Task, *, tenant_id: str) -> None:
         return None
 
     enqueued = 0
-    skipped_guard = 0
     try:
-        # --- Protection 1: queue depth backpressure ---
-        r_celery = self.app.broker_connection().channel().client  # type: ignore
-        queue_len = celery_get_queue_length(
-            OnyxCeleryQueues.USER_FILE_PROCESSING, r_celery
-        )
-        if queue_len > USER_FILE_PROCESSING_MAX_QUEUE_DEPTH:
-            task_logger.warning(
-                f"check_user_file_processing - Queue depth {queue_len} exceeds "
-                f"{USER_FILE_PROCESSING_MAX_QUEUE_DEPTH}, skipping enqueue for "
-                f"tenant={tenant_id}"
-            )
-            return None
-
         with get_session_with_current_tenant() as db_session:
             user_file_ids = (
                 db_session.execute(
@@ -193,35 +148,12 @@ def check_user_file_processing(self: Task, *, tenant_id: str) -> None:
             )
 
             for user_file_id in user_file_ids:
-                # --- Protection 2: per-file queued guard ---
-                queued_key = _user_file_queued_key(user_file_id)
-                guard_set = redis_client.set(
-                    queued_key,
-                    1,
-                    ex=CELERY_USER_FILE_PROCESSING_TASK_EXPIRES,
-                    nx=True,
+                self.app.send_task(
+                    OnyxCeleryTask.PROCESS_SINGLE_USER_FILE,
+                    kwargs={"user_file_id": str(user_file_id), "tenant_id": tenant_id},
+                    queue=OnyxCeleryQueues.USER_FILE_PROCESSING,
+                    priority=OnyxCeleryPriority.HIGH,
                 )
-                if not guard_set:
-                    skipped_guard += 1
-                    continue
-
-                # --- Protection 3: task expiry ---
-                # If task submission fails, clear the guard immediately so the
-                # next beat cycle can retry enqueuing this file.
-                try:
-                    self.app.send_task(
-                        OnyxCeleryTask.PROCESS_SINGLE_USER_FILE,
-                        kwargs={
-                            "user_file_id": str(user_file_id),
-                            "tenant_id": tenant_id,
-                        },
-                        queue=OnyxCeleryQueues.USER_FILE_PROCESSING,
-                        priority=OnyxCeleryPriority.HIGH,
-                        expires=CELERY_USER_FILE_PROCESSING_TASK_EXPIRES,
-                    )
-                except Exception:
-                    redis_client.delete(queued_key)
-                    raise
                 enqueued += 1
 
     finally:
@@ -229,8 +161,7 @@ def check_user_file_processing(self: Task, *, tenant_id: str) -> None:
             lock.release()
 
     task_logger.info(
-        f"check_user_file_processing - Enqueued {enqueued} skipped_guard={skipped_guard} "
-        f"tasks for tenant={tenant_id}"
+        f"check_user_file_processing - Enqueued {enqueued} tasks for tenant={tenant_id}"
     )
     return None
 
@@ -373,12 +304,6 @@ def process_single_user_file(
     start = time.monotonic()
 
     redis_client = get_redis_client(tenant_id=tenant_id)
-
-    # Clear the "queued" guard set by the beat generator so that the next beat
-    # cycle can re-enqueue this file if it is still in PROCESSING state after
-    # this task completes or fails.
-    redis_client.delete(_user_file_queued_key(user_file_id))
-
     file_lock: RedisLock = redis_client.lock(
         _user_file_lock_key(user_file_id),
         timeout=CELERY_USER_FILE_PROCESSING_LOCK_TIMEOUT,

backend/onyx/chat/chat_utils.py

@@ -1,4 +1,3 @@
-import json
 import re
 from collections.abc import Callable
 from typing import cast
@@ -46,7 +45,6 @@ from onyx.utils.timing import log_function_time
 
 
 logger = setup_logger()
-IMAGE_GENERATION_TOOL_NAME = "generate_image"
 
 
 def create_chat_session_from_request(
@@ -424,40 +422,6 @@ def convert_chat_history_basic(
     return list(reversed(trimmed_reversed))
 
 
-def _build_tool_call_response_history_message(
-    tool_name: str,
-    generated_images: list[dict] | None,
-    tool_call_response: str | None,
-) -> str:
-    if tool_name != IMAGE_GENERATION_TOOL_NAME:
-        return TOOL_CALL_RESPONSE_CROSS_MESSAGE
-
-    if generated_images:
-        llm_image_context: list[dict[str, str]] = []
-        for image in generated_images:
-            file_id = image.get("file_id")
-            revised_prompt = image.get("revised_prompt")
-            if not isinstance(file_id, str):
-                continue
-
-            llm_image_context.append(
-                {
-                    "file_id": file_id,
-                    "revised_prompt": (
-                        revised_prompt if isinstance(revised_prompt, str) else ""
-                    ),
-                }
-            )
-
-        if llm_image_context:
-            return json.dumps(llm_image_context)
-
-    if tool_call_response:
-        return tool_call_response
-
-    return TOOL_CALL_RESPONSE_CROSS_MESSAGE
-
-
 def convert_chat_history(
     chat_history: list[ChatMessage],
     files: list[ChatLoadedFile],
@@ -618,24 +582,10 @@ def convert_chat_history(
 
                     # Add TOOL_CALL_RESPONSE messages for each tool call in this turn
                     for tool_call in turn_tool_calls:
-                        tool_name = tool_id_to_name_map.get(
-                            tool_call.tool_id, "unknown"
-                        )
-                        tool_response_message = (
-                            _build_tool_call_response_history_message(
-                                tool_name=tool_name,
-                                generated_images=tool_call.generated_images,
-                                tool_call_response=tool_call.tool_call_response,
-                            )
-                        )
                         simple_messages.append(
                             ChatMessageSimple(
-                                message=tool_response_message,
-                                token_count=(
-                                    token_counter(tool_response_message)
-                                    if tool_name == IMAGE_GENERATION_TOOL_NAME
-                                    else 20
-                                ),
+                                message=TOOL_CALL_RESPONSE_CROSS_MESSAGE,
+                                token_count=20,  # Tiny overestimate
                                 message_type=MessageType.TOOL_CALL_RESPONSE,
                                 tool_call_id=tool_call.tool_call_id,
                                 image_files=None,

backend/onyx/chat/llm_loop.py

@@ -57,7 +57,6 @@ from onyx.tools.tool_implementations.images.models import (
     FinalImageGenerationResponse,
 )
 from onyx.tools.tool_implementations.memory.models import MemoryToolResponse
-from onyx.tools.tool_implementations.python.python_tool import PythonTool
 from onyx.tools.tool_implementations.search.search_tool import SearchTool
 from onyx.tools.tool_implementations.web_search.utils import extract_url_snippet_map
 from onyx.tools.tool_implementations.web_search.web_search_tool import WebSearchTool
@@ -652,7 +651,6 @@ def run_llm_loop(
         ran_image_gen: bool = False
         just_ran_web_search: bool = False
         has_called_search_tool: bool = False
-        code_interpreter_file_generated: bool = False
         fallback_extraction_attempted: bool = False
         citation_mapping: dict[int, str] = {}  # Maps citation_num -> document_id/URL
 
@@ -763,7 +761,6 @@ def run_llm_loop(
                     ),
                     include_citation_reminder=should_cite_documents
                     or always_cite_documents,
-                    include_file_reminder=code_interpreter_file_generated,
                     is_last_cycle=out_of_cycles,
                 )
 
@@ -903,18 +900,6 @@ def run_llm_loop(
                 if tool_call.tool_name == SearchTool.NAME:
                     has_called_search_tool = True
 
-                # Track if code interpreter generated files with download links
-                if (
-                    tool_call.tool_name == PythonTool.NAME
-                    and not code_interpreter_file_generated
-                ):
-                    try:
-                        parsed = json.loads(tool_response.llm_facing_response)
-                        if parsed.get("generated_files"):
-                            code_interpreter_file_generated = True
-                    except (json.JSONDecodeError, AttributeError):
-                        pass
-
                 # Build a mapping of tool names to tool objects for getting tool_id
                 tools_by_name = {tool.name: tool for tool in final_tools}
 

backend/onyx/chat/prompt_utils.py

@@ -10,7 +10,6 @@ from onyx.db.user_file import calculate_user_files_token_count
 from onyx.file_store.models import FileDescriptor
 from onyx.prompts.chat_prompts import CITATION_REMINDER
 from onyx.prompts.chat_prompts import DEFAULT_SYSTEM_PROMPT
-from onyx.prompts.chat_prompts import FILE_REMINDER
 from onyx.prompts.chat_prompts import LAST_CYCLE_CITATION_REMINDER
 from onyx.prompts.chat_prompts import REQUIRE_CITATION_GUIDANCE
 from onyx.prompts.prompt_utils import get_company_context
@@ -126,7 +125,6 @@ def calculate_reserved_tokens(
 def build_reminder_message(
     reminder_text: str | None,
     include_citation_reminder: bool,
-    include_file_reminder: bool,
     is_last_cycle: bool,
 ) -> str | None:
     reminder = reminder_text.strip() if reminder_text else ""
@@ -134,8 +132,6 @@ def build_reminder_message(
         reminder += "\n\n" + LAST_CYCLE_CITATION_REMINDER
     if include_citation_reminder:
         reminder += "\n\n" + CITATION_REMINDER
-    if include_file_reminder:
-        reminder += "\n\n" + FILE_REMINDER
     reminder = reminder.strip()
     return reminder if reminder else None
 
@@ -190,7 +186,7 @@ def _build_user_information_section(
     if not sections:
         return ""
 
-    return USER_INFORMATION_HEADER + "\n".join(sections)
+    return USER_INFORMATION_HEADER + "".join(sections)
 
 
 def build_system_prompt(
@@ -228,21 +224,23 @@ def build_system_prompt(
         system_prompt += REQUIRE_CITATION_GUIDANCE
 
     if include_all_guidance:
-        tool_sections = [
-            TOOL_DESCRIPTION_SEARCH_GUIDANCE,
-            INTERNAL_SEARCH_GUIDANCE,
-            WEB_SEARCH_GUIDANCE.format(
+        system_prompt += (
+            TOOL_SECTION_HEADER
+            + TOOL_DESCRIPTION_SEARCH_GUIDANCE
+            + INTERNAL_SEARCH_GUIDANCE
+            + WEB_SEARCH_GUIDANCE.format(
                 site_colon_disabled=WEB_SEARCH_SITE_DISABLED_GUIDANCE
-            ),
-            OPEN_URLS_GUIDANCE,
-            PYTHON_TOOL_GUIDANCE,
-            GENERATE_IMAGE_GUIDANCE,
-            MEMORY_GUIDANCE,
-        ]
-        system_prompt += TOOL_SECTION_HEADER + "\n".join(tool_sections)
+            )
+            + OPEN_URLS_GUIDANCE
+            + PYTHON_TOOL_GUIDANCE
+            + GENERATE_IMAGE_GUIDANCE
+            + MEMORY_GUIDANCE
+        )
         return system_prompt
 
     if tools:
+        system_prompt += TOOL_SECTION_HEADER
+
         has_web_search = any(isinstance(tool, WebSearchTool) for tool in tools)
         has_internal_search = any(isinstance(tool, SearchTool) for tool in tools)
         has_open_urls = any(isinstance(tool, OpenURLTool) for tool in tools)
@@ -252,14 +250,12 @@ def build_system_prompt(
         )
         has_memory = any(isinstance(tool, MemoryTool) for tool in tools)
 
-        tool_guidance_sections: list[str] = []
-
         if has_web_search or has_internal_search or include_all_guidance:
-            tool_guidance_sections.append(TOOL_DESCRIPTION_SEARCH_GUIDANCE)
+            system_prompt += TOOL_DESCRIPTION_SEARCH_GUIDANCE
 
         # These are not included at the Tool level because the ordering may matter.
         if has_internal_search or include_all_guidance:
-            tool_guidance_sections.append(INTERNAL_SEARCH_GUIDANCE)
+            system_prompt += INTERNAL_SEARCH_GUIDANCE
 
         if has_web_search or include_all_guidance:
             site_disabled_guidance = ""
@@ -269,23 +265,20 @@ def build_system_prompt(
                 )
                 if web_search_tool and not web_search_tool.supports_site_filter:
                     site_disabled_guidance = WEB_SEARCH_SITE_DISABLED_GUIDANCE
-            tool_guidance_sections.append(
-                WEB_SEARCH_GUIDANCE.format(site_colon_disabled=site_disabled_guidance)
+            system_prompt += WEB_SEARCH_GUIDANCE.format(
+                site_colon_disabled=site_disabled_guidance
             )
 
         if has_open_urls or include_all_guidance:
-            tool_guidance_sections.append(OPEN_URLS_GUIDANCE)
+            system_prompt += OPEN_URLS_GUIDANCE
 
         if has_python or include_all_guidance:
-            tool_guidance_sections.append(PYTHON_TOOL_GUIDANCE)
+            system_prompt += PYTHON_TOOL_GUIDANCE
 
         if has_generate_image or include_all_guidance:
-            tool_guidance_sections.append(GENERATE_IMAGE_GUIDANCE)
+            system_prompt += GENERATE_IMAGE_GUIDANCE
 
         if has_memory or include_all_guidance:
-            tool_guidance_sections.append(MEMORY_GUIDANCE)
-
-        if tool_guidance_sections:
-            system_prompt += TOOL_SECTION_HEADER + "\n".join(tool_guidance_sections)
+            system_prompt += MEMORY_GUIDANCE
 
     return system_prompt

backend/onyx/configs/app_configs.py

@@ -251,9 +251,7 @@ DEFAULT_OPENSEARCH_QUERY_TIMEOUT_S = int(
     os.environ.get("DEFAULT_OPENSEARCH_QUERY_TIMEOUT_S") or 50
 )
 OPENSEARCH_ADMIN_USERNAME = os.environ.get("OPENSEARCH_ADMIN_USERNAME", "admin")
-OPENSEARCH_ADMIN_PASSWORD = os.environ.get(
-    "OPENSEARCH_ADMIN_PASSWORD", "StrongPassword123!"
-)
+OPENSEARCH_ADMIN_PASSWORD = os.environ.get("OPENSEARCH_ADMIN_PASSWORD", "")
 USING_AWS_MANAGED_OPENSEARCH = (
     os.environ.get("USING_AWS_MANAGED_OPENSEARCH", "").lower() == "true"
 )
@@ -284,9 +282,6 @@ OPENSEARCH_TEXT_ANALYZER = os.environ.get("OPENSEARCH_TEXT_ANALYZER") or "englis
 ENABLE_OPENSEARCH_INDEXING_FOR_ONYX = (
     os.environ.get("ENABLE_OPENSEARCH_INDEXING_FOR_ONYX", "").lower() == "true"
 )
-# NOTE: This effectively does nothing anymore, admins can now toggle whether
-# retrieval is through OpenSearch. This value is only used as a final fallback
-# in case that doesn't work for whatever reason.
 # Given that the "base" config above is true, this enables whether we want to
 # retrieve from OpenSearch or Vespa. We want to be able to quickly toggle this
 # in the event we see issues with OpenSearch retrieval in our dev environments.
@@ -642,14 +637,6 @@ SHAREPOINT_CONNECTOR_SIZE_THRESHOLD = int(
     os.environ.get("SHAREPOINT_CONNECTOR_SIZE_THRESHOLD", 20 * 1024 * 1024)
 )
 
-# When True, group sync enumerates every Azure AD group in the tenant (expensive).
-# When False (default), only groups found in site role assignments are synced.
-# Can be overridden per-connector via the "exhaustive_ad_enumeration" key in
-# connector_specific_config.
-SHAREPOINT_EXHAUSTIVE_AD_ENUMERATION = (
-    os.environ.get("SHAREPOINT_EXHAUSTIVE_AD_ENUMERATION", "").lower() == "true"
-)
-
 BLOB_STORAGE_SIZE_THRESHOLD = int(
     os.environ.get("BLOB_STORAGE_SIZE_THRESHOLD", 20 * 1024 * 1024)
 )

backend/onyx/configs/constants.py

@@ -157,17 +157,6 @@ CELERY_EXTERNAL_GROUP_SYNC_LOCK_TIMEOUT = 300  # 5 min
 
 CELERY_USER_FILE_PROCESSING_LOCK_TIMEOUT = 30 * 60  # 30 minutes (in seconds)
 
-# How long a queued user-file task is valid before workers discard it.
-# Should be longer than the beat interval (20 s) but short enough to prevent
-# indefinite queue growth.  Workers drop tasks older than this without touching
-# the DB, so a shorter value = faster drain of stale duplicates.
-CELERY_USER_FILE_PROCESSING_TASK_EXPIRES = 60  # 1 minute (in seconds)
-
-# Maximum number of tasks allowed in the user-file-processing queue before the
-# beat generator stops adding more.  Prevents unbounded queue growth when workers
-# fall behind.
-USER_FILE_PROCESSING_MAX_QUEUE_DEPTH = 500
-
 CELERY_USER_FILE_PROJECT_SYNC_LOCK_TIMEOUT = 5 * 60  # 5 minutes (in seconds)
 
 CELERY_SANDBOX_FILE_SYNC_LOCK_TIMEOUT = 5 * 60  # 5 minutes (in seconds)
@@ -454,9 +443,6 @@ class OnyxRedisLocks:
     # User file processing
     USER_FILE_PROCESSING_BEAT_LOCK = "da_lock:check_user_file_processing_beat"
     USER_FILE_PROCESSING_LOCK_PREFIX = "da_lock:user_file_processing"
-    # Short-lived key set when a task is enqueued; cleared when the worker picks it up.
-    # Prevents the beat from re-enqueuing the same file while a task is already queued.
-    USER_FILE_QUEUED_PREFIX = "da_lock:user_file_queued"
     USER_FILE_PROJECT_SYNC_BEAT_LOCK = "da_lock:check_user_file_project_sync_beat"
     USER_FILE_PROJECT_SYNC_LOCK_PREFIX = "da_lock:user_file_project_sync"
     USER_FILE_DELETE_BEAT_LOCK = "da_lock:check_user_file_delete_beat"

backend/onyx/connectors/teams/connector.py

@@ -50,15 +50,12 @@ class TeamsCheckpoint(ConnectorCheckpoint):
     todo_team_ids: list[str] | None = None
 
 
-DEFAULT_AUTHORITY_HOST = "https://login.microsoftonline.com"
-DEFAULT_GRAPH_API_HOST = "https://graph.microsoft.com"
-
-
 class TeamsConnector(
     CheckpointedConnectorWithPermSync[TeamsCheckpoint],
     SlimConnectorWithPermSync,
 ):
     MAX_WORKERS = 10
+    AUTHORITY_URL_PREFIX = "https://login.microsoftonline.com/"
 
     def __init__(
         self,
@@ -66,15 +63,11 @@ class TeamsConnector(
         # are not necessarily guaranteed to be unique
         teams: list[str] = [],
         max_workers: int = MAX_WORKERS,
-        authority_host: str = DEFAULT_AUTHORITY_HOST,
-        graph_api_host: str = DEFAULT_GRAPH_API_HOST,
     ) -> None:
         self.graph_client: GraphClient | None = None
         self.msal_app: msal.ConfidentialClientApplication | None = None
         self.max_workers = max_workers
         self.requested_team_list: list[str] = teams
-        self.authority_host = authority_host.rstrip("/")
-        self.graph_api_host = graph_api_host.rstrip("/")
 
     # impls for BaseConnector
 
@@ -83,7 +76,7 @@ class TeamsConnector(
         teams_client_secret = credentials["teams_client_secret"]
         teams_directory_id = credentials["teams_directory_id"]
 
-        authority_url = f"{self.authority_host}/{teams_directory_id}"
+        authority_url = f"{TeamsConnector.AUTHORITY_URL_PREFIX}{teams_directory_id}"
         self.msal_app = msal.ConfidentialClientApplication(
             authority=authority_url,
             client_id=teams_client_id,
@@ -98,7 +91,7 @@ class TeamsConnector(
                 raise RuntimeError("MSAL app is not initialized")
 
             token = self.msal_app.acquire_token_for_client(
-                scopes=[f"{self.graph_api_host}/.default"]
+                scopes=["https://graph.microsoft.com/.default"]
             )
 
             if not isinstance(token, dict):

backend/onyx/context/search/federated/slack_search.py

@@ -32,7 +32,6 @@ from onyx.context.search.federated.slack_search_utils import should_include_mess
 from onyx.context.search.models import ChunkIndexRequest
 from onyx.context.search.models import InferenceChunk
 from onyx.db.document import DocumentSource
-from onyx.db.models import SearchSettings
 from onyx.db.search_settings import get_current_search_settings
 from onyx.document_index.document_index_utils import (
     get_multipass_config,
@@ -906,15 +905,13 @@ def convert_slack_score(slack_score: float) -> float:
 def slack_retrieval(
     query: ChunkIndexRequest,
     access_token: str,
-    db_session: Session | None = None,
+    db_session: Session,
     connector: FederatedConnectorDetail | None = None,  # noqa: ARG001
     entities: dict[str, Any] | None = None,
     limit: int | None = None,
     slack_event_context: SlackContext | None = None,
     bot_token: str | None = None,  # Add bot token parameter
     team_id: str | None = None,
-    # Pre-fetched data — when provided, avoids DB query (no session needed)
-    search_settings: SearchSettings | None = None,
 ) -> list[InferenceChunk]:
     """
     Main entry point for Slack federated search with entity filtering.
@@ -928,7 +925,7 @@ def slack_retrieval(
     Args:
         query: Search query object
         access_token: User OAuth access token
-        db_session: Database session (optional if search_settings provided)
+        db_session: Database session
         connector: Federated connector detail (unused, kept for backwards compat)
         entities: Connector-level config (entity filtering configuration)
         limit: Maximum number of results
@@ -1156,10 +1153,7 @@ def slack_retrieval(
 
     # chunk index docs into doc aware chunks
     # a single index doc can get split into multiple chunks
-    if search_settings is None:
-        if db_session is None:
-            raise ValueError("Either db_session or search_settings must be provided")
-        search_settings = get_current_search_settings(db_session)
+    search_settings = get_current_search_settings(db_session)
     embedder = DefaultIndexingEmbedder.from_db_search_settings(
         search_settings=search_settings
     )

backend/onyx/context/search/pipeline.py

@@ -18,10 +18,8 @@ from onyx.context.search.utils import inference_section_from_chunks
 from onyx.db.models import Persona
 from onyx.db.models import User
 from onyx.document_index.interfaces import DocumentIndex
-from onyx.federated_connectors.federated_retrieval import FederatedRetrievalInfo
 from onyx.llm.interfaces import LLM
 from onyx.natural_language_processing.english_stopwords import strip_stopwords
-from onyx.natural_language_processing.search_nlp_models import EmbeddingModel
 from onyx.secondary_llm_flows.source_filter import extract_source_filter
 from onyx.secondary_llm_flows.time_filter import extract_time_filter
 from onyx.utils.logger import setup_logger
@@ -43,7 +41,7 @@ def _build_index_filters(
     user_file_ids: list[UUID] | None,
     persona_document_sets: list[str] | None,
     persona_time_cutoff: datetime | None,
-    db_session: Session | None = None,
+    db_session: Session,
     auto_detect_filters: bool = False,
     query: str | None = None,
     llm: LLM | None = None,
@@ -51,19 +49,18 @@ def _build_index_filters(
     # Assistant knowledge filters
     attached_document_ids: list[str] | None = None,
     hierarchy_node_ids: list[int] | None = None,
-    # Pre-fetched ACL filters (skips DB query when provided)
-    acl_filters: list[str] | None = None,
 ) -> IndexFilters:
     if auto_detect_filters and (llm is None or query is None):
         raise RuntimeError("LLM and query are required for auto detect filters")
 
     base_filters = user_provided_filters or BaseFilters()
 
-    document_set_filter = (
-        base_filters.document_set
-        if base_filters.document_set is not None
-        else persona_document_sets
-    )
+    if (
+        user_provided_filters
+        and user_provided_filters.document_set is None
+        and persona_document_sets is not None
+    ):
+        base_filters.document_set = persona_document_sets
 
     time_filter = base_filters.time_cutoff or persona_time_cutoff
     source_filter = base_filters.source_type
@@ -106,20 +103,15 @@ def _build_index_filters(
             source_filter = list(source_filter) + [DocumentSource.USER_FILE]
             logger.debug("Added USER_FILE to source_filter for user knowledge search")
 
-    if bypass_acl:
-        user_acl_filters = None
-    elif acl_filters is not None:
-        user_acl_filters = acl_filters
-    else:
-        if db_session is None:
-            raise ValueError("Either db_session or acl_filters must be provided")
-        user_acl_filters = build_access_filters_for_user(user, db_session)
+    user_acl_filters = (
+        None if bypass_acl else build_access_filters_for_user(user, db_session)
+    )
 
     final_filters = IndexFilters(
         user_file_ids=user_file_ids,
         project_id=project_id,
         source_type=source_filter,
-        document_set=document_set_filter,
+        document_set=persona_document_sets,
         time_cutoff=time_filter,
         tags=base_filters.tags,
         access_control_list=user_acl_filters,
@@ -260,15 +252,11 @@ def search_pipeline(
     user: User,
     # Used for default filters and settings
     persona: Persona | None,
-    db_session: Session | None = None,
+    db_session: Session,
     auto_detect_filters: bool = False,
     llm: LLM | None = None,
     # If a project ID is provided, it will be exclusively scoped to that project
     project_id: int | None = None,
-    # Pre-fetched data — when provided, avoids DB queries (no session needed)
-    acl_filters: list[str] | None = None,
-    embedding_model: EmbeddingModel | None = None,
-    prefetched_federated_retrieval_infos: list[FederatedRetrievalInfo] | None = None,
 ) -> list[InferenceChunk]:
     user_uploaded_persona_files: list[UUID] | None = (
         [user_file.id for user_file in persona.user_files] if persona else None
@@ -309,7 +297,6 @@ def search_pipeline(
         bypass_acl=chunk_search_request.bypass_acl,
         attached_document_ids=attached_document_ids,
         hierarchy_node_ids=hierarchy_node_ids,
-        acl_filters=acl_filters,
     )
 
     query_keywords = strip_stopwords(chunk_search_request.query)
@@ -328,8 +315,6 @@ def search_pipeline(
         user_id=user.id if user else None,
         document_index=document_index,
         db_session=db_session,
-        embedding_model=embedding_model,
-        prefetched_federated_retrieval_infos=prefetched_federated_retrieval_infos,
     )
 
     # For some specific connectors like Salesforce, a user that has access to an object doesn't mean

backend/onyx/context/search/retrieval/search_runner.py

@@ -14,11 +14,9 @@ from onyx.context.search.utils import get_query_embedding
 from onyx.context.search.utils import inference_section_from_chunks
 from onyx.document_index.interfaces import DocumentIndex
 from onyx.document_index.interfaces import VespaChunkRequest
-from onyx.federated_connectors.federated_retrieval import FederatedRetrievalInfo
 from onyx.federated_connectors.federated_retrieval import (
     get_federated_retrieval_functions,
 )
-from onyx.natural_language_processing.search_nlp_models import EmbeddingModel
 from onyx.utils.logger import setup_logger
 from onyx.utils.threadpool_concurrency import run_functions_tuples_in_parallel
 
@@ -52,14 +50,9 @@ def combine_retrieval_results(
 def _embed_and_search(
     query_request: ChunkIndexRequest,
     document_index: DocumentIndex,
-    db_session: Session | None = None,
-    embedding_model: EmbeddingModel | None = None,
+    db_session: Session,
 ) -> list[InferenceChunk]:
-    query_embedding = get_query_embedding(
-        query_request.query,
-        db_session=db_session,
-        embedding_model=embedding_model,
-    )
+    query_embedding = get_query_embedding(query_request.query, db_session)
 
     hybrid_alpha = query_request.hybrid_alpha or HYBRID_ALPHA
 
@@ -85,9 +78,7 @@ def search_chunks(
     query_request: ChunkIndexRequest,
     user_id: UUID | None,
     document_index: DocumentIndex,
-    db_session: Session | None = None,
-    embedding_model: EmbeddingModel | None = None,
-    prefetched_federated_retrieval_infos: list[FederatedRetrievalInfo] | None = None,
+    db_session: Session,
 ) -> list[InferenceChunk]:
     run_queries: list[tuple[Callable, tuple]] = []
 
@@ -97,22 +88,14 @@ def search_chunks(
         else None
     )
 
-    # Federated retrieval — use pre-fetched if available, otherwise query DB
-    if prefetched_federated_retrieval_infos is not None:
-        federated_retrieval_infos = prefetched_federated_retrieval_infos
-    else:
-        if db_session is None:
-            raise ValueError(
-                "Either db_session or prefetched_federated_retrieval_infos "
-                "must be provided"
-            )
-        federated_retrieval_infos = get_federated_retrieval_functions(
-            db_session=db_session,
-            user_id=user_id,
-            source_types=list(source_filters) if source_filters else None,
-            document_set_names=query_request.filters.document_set,
-            user_file_ids=query_request.filters.user_file_ids,
-        )
+    # Federated retrieval
+    federated_retrieval_infos = get_federated_retrieval_functions(
+        db_session=db_session,
+        user_id=user_id,
+        source_types=list(source_filters) if source_filters else None,
+        document_set_names=query_request.filters.document_set,
+        user_file_ids=query_request.filters.user_file_ids,
+    )
 
     federated_sources = set(
         federated_retrieval_info.source.to_non_federated_source()
@@ -131,10 +114,7 @@ def search_chunks(
 
     if normal_search_enabled:
         run_queries.append(
-            (
-                _embed_and_search,
-                (query_request, document_index, db_session, embedding_model),
-            )
+            (_embed_and_search, (query_request, document_index, db_session))
         )
 
     parallel_search_results = run_functions_tuples_in_parallel(run_queries)

backend/onyx/context/search/utils.py

@@ -64,34 +64,23 @@ def inference_section_from_single_chunk(
     )
 
 
-def get_query_embeddings(
-    queries: list[str],
-    db_session: Session | None = None,
-    embedding_model: EmbeddingModel | None = None,
-) -> list[Embedding]:
-    if embedding_model is None:
-        if db_session is None:
-            raise ValueError("Either db_session or embedding_model must be provided")
-        search_settings = get_current_search_settings(db_session)
-        embedding_model = EmbeddingModel.from_db_model(
-            search_settings=search_settings,
-            server_host=MODEL_SERVER_HOST,
-            server_port=MODEL_SERVER_PORT,
-        )
+def get_query_embeddings(queries: list[str], db_session: Session) -> list[Embedding]:
+    search_settings = get_current_search_settings(db_session)
 
-    query_embedding = embedding_model.encode(queries, text_type=EmbedTextType.QUERY)
+    model = EmbeddingModel.from_db_model(
+        search_settings=search_settings,
+        # The below are globally set, this flow always uses the indexing one
+        server_host=MODEL_SERVER_HOST,
+        server_port=MODEL_SERVER_PORT,
+    )
+
+    query_embedding = model.encode(queries, text_type=EmbedTextType.QUERY)
     return query_embedding
 
 
 @log_function_time(print_only=True, debug_only=True)
-def get_query_embedding(
-    query: str,
-    db_session: Session | None = None,
-    embedding_model: EmbeddingModel | None = None,
-) -> Embedding:
-    return get_query_embeddings(
-        [query], db_session=db_session, embedding_model=embedding_model
-    )[0]
+def get_query_embedding(query: str, db_session: Session) -> Embedding:
+    return get_query_embeddings([query], db_session)[0]
 
 
 def convert_inference_sections_to_search_docs(

backend/onyx/db/api_key.py

@@ -4,7 +4,6 @@ from fastapi_users.password import PasswordHelper
 from sqlalchemy import select
 from sqlalchemy.ext.asyncio import AsyncSession
 from sqlalchemy.orm import joinedload
-from sqlalchemy.orm import selectinload
 from sqlalchemy.orm import Session
 
 from onyx.auth.api_key import ApiKeyDescriptor
@@ -55,7 +54,6 @@ async def fetch_user_for_api_key(
         select(User)
         .join(ApiKey, ApiKey.user_id == User.id)
         .where(ApiKey.hashed_api_key == hashed_api_key)
-        .options(selectinload(User.memories))
     )
 
 

backend/onyx/db/auth.py

@@ -13,7 +13,6 @@ from sqlalchemy import func
 from sqlalchemy import Select
 from sqlalchemy.ext.asyncio import AsyncSession
 from sqlalchemy.future import select
-from sqlalchemy.orm import selectinload
 from sqlalchemy.orm import Session
 
 from onyx.auth.schemas import UserRole
@@ -98,11 +97,6 @@ async def get_user_count(only_admin_users: bool = False) -> int:
 
 # Need to override this because FastAPI Users doesn't give flexibility for backend field creation logic in OAuth flow
 class SQLAlchemyUserAdminDB(SQLAlchemyUserDatabase[UP, ID]):
-    async def _get_user(self, statement: Select) -> UP | None:
-        statement = statement.options(selectinload(User.memories))
-        results = await self.session.execute(statement)
-        return results.unique().scalar_one_or_none()
-
     async def create(
         self,
         create_dict: Dict[str, Any],

backend/onyx/db/connector_credential_pair.py

@@ -116,15 +116,12 @@ def get_connector_credential_pairs_for_user(
     order_by_desc: bool = False,
     source: DocumentSource | None = None,
     processing_mode: ProcessingMode | None = ProcessingMode.REGULAR,
-    defer_connector_config: bool = False,
 ) -> list[ConnectorCredentialPair]:
     """Get connector credential pairs for a user.
 
     Args:
         processing_mode: Filter by processing mode. Defaults to REGULAR to hide
             FILE_SYSTEM connectors from standard admin UI. Pass None to get all.
-        defer_connector_config: If True, skips loading Connector.connector_specific_config
-            to avoid fetching large JSONB blobs when they aren't needed.
     """
     if eager_load_user:
         assert (
@@ -133,10 +130,7 @@ def get_connector_credential_pairs_for_user(
     stmt = select(ConnectorCredentialPair).distinct()
 
     if eager_load_connector:
-        connector_load = selectinload(ConnectorCredentialPair.connector)
-        if defer_connector_config:
-            connector_load = connector_load.defer(Connector.connector_specific_config)
-        stmt = stmt.options(connector_load)
+        stmt = stmt.options(selectinload(ConnectorCredentialPair.connector))
 
     if eager_load_credential:
         load_opts = selectinload(ConnectorCredentialPair.credential)
@@ -176,7 +170,6 @@ def get_connector_credential_pairs_for_user_parallel(
     order_by_desc: bool = False,
     source: DocumentSource | None = None,
     processing_mode: ProcessingMode | None = ProcessingMode.REGULAR,
-    defer_connector_config: bool = False,
 ) -> list[ConnectorCredentialPair]:
     with get_session_with_current_tenant() as db_session:
         return get_connector_credential_pairs_for_user(
@@ -190,7 +183,6 @@ def get_connector_credential_pairs_for_user_parallel(
             order_by_desc=order_by_desc,
             source=source,
             processing_mode=processing_mode,
-            defer_connector_config=defer_connector_config,
         )
 
 

backend/onyx/db/document_set.py

@@ -554,19 +554,10 @@ def fetch_all_document_sets_for_user(
     stmt = (
         select(DocumentSetDBModel)
         .distinct()
-        .options(
-            selectinload(DocumentSetDBModel.connector_credential_pairs).selectinload(
-                ConnectorCredentialPair.connector
-            ),
-            selectinload(DocumentSetDBModel.users),
-            selectinload(DocumentSetDBModel.groups),
-            selectinload(DocumentSetDBModel.federated_connectors).selectinload(
-                FederatedConnector__DocumentSet.federated_connector
-            ),
-        )
+        .options(selectinload(DocumentSetDBModel.federated_connectors))
     )
     stmt = _add_user_filters(stmt, user, get_editable=get_editable)
-    return db_session.scalars(stmt).unique().all()
+    return db_session.scalars(stmt).all()
 
 
 def fetch_documents_for_document_set_paginated(

backend/onyx/db/engine/tenant_utils.py

@@ -1,102 +1,11 @@
 from sqlalchemy import text
 
 from onyx.db.engine.sql_engine import get_session_with_shared_schema
-from onyx.db.engine.sql_engine import SqlEngine
 from shared_configs.configs import MULTI_TENANT
 from shared_configs.configs import POSTGRES_DEFAULT_SCHEMA
 from shared_configs.configs import TENANT_ID_PREFIX
 
 
-def get_schemas_needing_migration(
-    tenant_schemas: list[str], head_rev: str
-) -> list[str]:
-    """Return only schemas whose current alembic version is not at head.
-
-    Uses a server-side PL/pgSQL loop to collect each schema's alembic version
-    into a temp table one at a time. This avoids building a massive UNION ALL
-    query (which locks the DB and times out at 17k+ schemas) and instead
-    acquires locks sequentially, one schema per iteration.
-    """
-    if not tenant_schemas:
-        return []
-
-    engine = SqlEngine.get_engine()
-
-    with engine.connect() as conn:
-        # Populate a temp input table with exactly the schemas we care about.
-        # The DO block reads from this table so it only iterates the requested
-        # schemas instead of every tenant_% schema in the database.
-        conn.execute(text("DROP TABLE IF EXISTS _alembic_version_snapshot"))
-        conn.execute(text("DROP TABLE IF EXISTS _tenant_schemas_input"))
-        conn.execute(text("CREATE TEMP TABLE _tenant_schemas_input (schema_name text)"))
-        conn.execute(
-            text(
-                "INSERT INTO _tenant_schemas_input (schema_name) "
-                "SELECT unnest(CAST(:schemas AS text[]))"
-            ),
-            {"schemas": tenant_schemas},
-        )
-        conn.execute(
-            text(
-                "CREATE TEMP TABLE _alembic_version_snapshot "
-                "(schema_name text, version_num text)"
-            )
-        )
-
-        conn.execute(
-            text(
-                """
-                DO $$
-                DECLARE
-                    s        text;
-                    schemas  text[];
-                BEGIN
-                    SELECT array_agg(schema_name) INTO schemas
-                    FROM _tenant_schemas_input;
-
-                    IF schemas IS NULL THEN
-                        RAISE NOTICE 'No tenant schemas found.';
-                        RETURN;
-                    END IF;
-
-                    FOREACH s IN ARRAY schemas LOOP
-                        BEGIN
-                            EXECUTE format(
-                                'INSERT INTO _alembic_version_snapshot
-                                 SELECT %L, version_num FROM %I.alembic_version',
-                                s, s
-                            );
-                        EXCEPTION
-                            -- undefined_table: schema exists but has no alembic_version
-                            --   table yet (new tenant, not yet migrated).
-                            -- invalid_schema_name: tenant is registered but its
-                            --   PostgreSQL schema does not exist yet (e.g. provisioning
-                            --   incomplete). Both cases mean no version is available and
-                            --   the schema will be included in the migration list.
-                            WHEN undefined_table THEN NULL;
-                            WHEN invalid_schema_name THEN NULL;
-                        END;
-                    END LOOP;
-                END;
-                $$
-                """
-            )
-        )
-
-        rows = conn.execute(
-            text("SELECT schema_name, version_num FROM _alembic_version_snapshot")
-        )
-        version_by_schema = {row[0]: row[1] for row in rows}
-
-        conn.execute(text("DROP TABLE IF EXISTS _alembic_version_snapshot"))
-        conn.execute(text("DROP TABLE IF EXISTS _tenant_schemas_input"))
-
-    # Schemas missing from the snapshot have no alembic_version table yet and
-    # also need migration. version_by_schema.get(s) returns None for those,
-    # and None != head_rev, so they are included automatically.
-    return [s for s in tenant_schemas if version_by_schema.get(s) != head_rev]
-
-
 def get_all_tenant_ids() -> list[str]:
     """Returning [None] means the only tenant is the 'public' or self hosted tenant."""
 

backend/onyx/db/models.py

@@ -285,9 +285,15 @@ class User(SQLAlchemyBaseUserTableUUID, Base):
     # organized in typical structured fashion
     # formatted as `displayName__provider__modelName`
 
+    # Voice preferences
+    voice_auto_send: Mapped[bool] = mapped_column(Boolean, default=False)
+    voice_auto_playback: Mapped[bool] = mapped_column(Boolean, default=False)
+    voice_playback_speed: Mapped[float] = mapped_column(Float, default=1.0)
+    preferred_voice: Mapped[str | None] = mapped_column(String, nullable=True)
+
     # relationships
     credentials: Mapped[list["Credential"]] = relationship(
-        "Credential", back_populates="user"
+        "Credential", back_populates="user", lazy="joined"
     )
     chat_sessions: Mapped[list["ChatSession"]] = relationship(
         "ChatSession", back_populates="user"
@@ -321,6 +327,7 @@ class User(SQLAlchemyBaseUserTableUUID, Base):
         "Memory",
         back_populates="user",
         cascade="all, delete-orphan",
+        lazy="selectin",
         order_by="desc(Memory.id)",
     )
     oauth_user_tokens: Mapped[list["OAuthUserToken"]] = relationship(
@@ -2960,6 +2967,47 @@ class ImageGenerationConfig(Base):
     )
 
 
+class VoiceProvider(Base):
+    """Configuration for voice services (STT and TTS)."""
+
+    __tablename__ = "voice_provider"
+
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    name: Mapped[str] = mapped_column(String, unique=True)
+    provider_type: Mapped[str] = mapped_column(
+        String
+    )  # "openai", "azure", "elevenlabs"
+    api_key: Mapped[SensitiveValue[str] | None] = mapped_column(
+        EncryptedString(), nullable=True
+    )
+    api_base: Mapped[str | None] = mapped_column(String, nullable=True)
+    custom_config: Mapped[dict[str, Any] | None] = mapped_column(
+        postgresql.JSONB(), nullable=True
+    )
+
+    # Model/voice configuration
+    stt_model: Mapped[str | None] = mapped_column(
+        String, nullable=True
+    )  # e.g., "whisper-1"
+    tts_model: Mapped[str | None] = mapped_column(
+        String, nullable=True
+    )  # e.g., "tts-1", "tts-1-hd"
+    default_voice: Mapped[str | None] = mapped_column(
+        String, nullable=True
+    )  # e.g., "alloy", "echo"
+
+    # STT and TTS can use different providers - only one provider per type
+    is_default_stt: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False)
+    is_default_tts: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False)
+
+    time_created: Mapped[datetime.datetime] = mapped_column(
+        DateTime(timezone=True), server_default=func.now()
+    )
+    time_updated: Mapped[datetime.datetime] = mapped_column(
+        DateTime(timezone=True), server_default=func.now(), onupdate=func.now()
+    )
+
+
 class CloudEmbeddingProvider(Base):
     __tablename__ = "embedding_provider"
 
@@ -4939,7 +4987,6 @@ class ScimUserMapping(Base):
     user_id: Mapped[UUID] = mapped_column(
         ForeignKey("user.id", ondelete="CASCADE"), unique=True, nullable=False
     )
-    scim_username: Mapped[str | None] = mapped_column(String, nullable=True)
 
     created_at: Mapped[datetime.datetime] = mapped_column(
         DateTime(timezone=True), server_default=func.now(), nullable=False
@@ -4978,12 +5025,3 @@ class ScimGroupMapping(Base):
     user_group: Mapped[UserGroup] = relationship(
         "UserGroup", foreign_keys=[user_group_id]
     )
-
-
-class CodeInterpreterServer(Base):
-    """Details about the code interpreter server"""
-
-    __tablename__ = "code_interpreter_server"
-
-    id: Mapped[int] = mapped_column(Integer, primary_key=True)
-    server_enabled: Mapped[bool] = mapped_column(Boolean, nullable=False, default=True)

backend/onyx/db/pat.py

@@ -8,7 +8,6 @@ from uuid import UUID
 from sqlalchemy import select
 from sqlalchemy import update
 from sqlalchemy.ext.asyncio import AsyncSession
-from sqlalchemy.orm import selectinload
 from sqlalchemy.orm import Session
 
 from onyx.auth.pat import build_displayable_pat
@@ -32,59 +31,53 @@ async def fetch_user_for_pat(
 
     NOTE: This is async since it's used during auth (which is necessarily async due to FastAPI Users).
     NOTE: Expired includes both naturally expired and user-revoked tokens (revocation sets expires_at=NOW()).
-
-    Uses select(User) as primary entity so that joined-eager relationships (e.g. oauth_accounts)
-    are loaded correctly — matching the pattern in fetch_user_for_api_key.
     """
+    # Single joined query with all filters pushed to database
     now = datetime.now(timezone.utc)
-
-    user = await async_db_session.scalar(
-        select(User)
-        .join(PersonalAccessToken, PersonalAccessToken.user_id == User.id)
+    result = await async_db_session.execute(
+        select(PersonalAccessToken, User)
+        .join(User, PersonalAccessToken.user_id == User.id)
         .where(PersonalAccessToken.hashed_token == hashed_token)
         .where(User.is_active)  # type: ignore
         .where(
             (PersonalAccessToken.expires_at.is_(None))
             | (PersonalAccessToken.expires_at > now)
         )
-        .options(selectinload(User.memories))
+        .limit(1)
     )
-    if not user:
+    row = result.first()
+
+    if not row:
         return None
 
-    _schedule_pat_last_used_update(hashed_token, now)
-    return user
+    pat, user = row
 
+    # Throttle last_used_at updates to reduce DB load (5-minute granularity sufficient for auditing)
+    # For request-level auditing, use application logs or a dedicated audit table
+    should_update = (
+        pat.last_used_at is None or (now - pat.last_used_at).total_seconds() > 300
+    )
 
-def _schedule_pat_last_used_update(hashed_token: str, now: datetime) -> None:
-    """Fire-and-forget update of last_used_at, throttled to 5-minute granularity."""
-
-    async def _update() -> None:
-        try:
-            tenant_id = get_current_tenant_id()
-            async with get_async_session_context_manager(tenant_id) as session:
-                pat = await session.scalar(
-                    select(PersonalAccessToken).where(
-                        PersonalAccessToken.hashed_token == hashed_token
+    if should_update:
+        # Update in separate session to avoid transaction coupling (fire-and-forget)
+        async def _update_last_used() -> None:
+            try:
+                tenant_id = get_current_tenant_id()
+                async with get_async_session_context_manager(
+                    tenant_id
+                ) as separate_session:
+                    await separate_session.execute(
+                        update(PersonalAccessToken)
+                        .where(PersonalAccessToken.hashed_token == hashed_token)
+                        .values(last_used_at=now)
                     )
-                )
-                if not pat:
-                    return
-                if (
-                    pat.last_used_at is not None
-                    and (now - pat.last_used_at).total_seconds() <= 300
-                ):
-                    return
-                await session.execute(
-                    update(PersonalAccessToken)
-                    .where(PersonalAccessToken.hashed_token == hashed_token)
-                    .values(last_used_at=now)
-                )
-                await session.commit()
-        except Exception as e:
-            logger.warning(f"Failed to update last_used_at for PAT: {e}")
+                    await separate_session.commit()
+            except Exception as e:
+                logger.warning(f"Failed to update last_used_at for PAT: {e}")
 
-    asyncio.create_task(_update())
+        asyncio.create_task(_update_last_used())
+
+    return user
 
 
 def create_pat(

backend/onyx/db/persona.py

@@ -28,7 +28,6 @@ from onyx.db.document_access import get_accessible_documents_by_ids
 from onyx.db.models import ConnectorCredentialPair
 from onyx.db.models import Document
 from onyx.db.models import DocumentSet
-from onyx.db.models import FederatedConnector__DocumentSet
 from onyx.db.models import HierarchyNode
 from onyx.db.models import Persona
 from onyx.db.models import Persona__User
@@ -421,16 +420,9 @@ def get_minimal_persona_snapshots_for_user(
     stmt = stmt.options(
         selectinload(Persona.tools),
         selectinload(Persona.labels),
-        selectinload(Persona.document_sets).options(
-            selectinload(DocumentSet.connector_credential_pairs).selectinload(
-                ConnectorCredentialPair.connector
-            ),
-            selectinload(DocumentSet.users),
-            selectinload(DocumentSet.groups),
-            selectinload(DocumentSet.federated_connectors).selectinload(
-                FederatedConnector__DocumentSet.federated_connector
-            ),
-        ),
+        selectinload(Persona.document_sets)
+        .selectinload(DocumentSet.connector_credential_pairs)
+        .selectinload(ConnectorCredentialPair.connector),
         selectinload(Persona.hierarchy_nodes),
         selectinload(Persona.attached_documents).selectinload(
             Document.parent_hierarchy_node
@@ -461,16 +453,7 @@ def get_persona_snapshots_for_user(
             Document.parent_hierarchy_node
         ),
         selectinload(Persona.labels),
-        selectinload(Persona.document_sets).options(
-            selectinload(DocumentSet.connector_credential_pairs).selectinload(
-                ConnectorCredentialPair.connector
-            ),
-            selectinload(DocumentSet.users),
-            selectinload(DocumentSet.groups),
-            selectinload(DocumentSet.federated_connectors).selectinload(
-                FederatedConnector__DocumentSet.federated_connector
-            ),
-        ),
+        selectinload(Persona.document_sets),
         selectinload(Persona.user),
         selectinload(Persona.user_files),
         selectinload(Persona.users),
@@ -567,16 +550,9 @@ def get_minimal_persona_snapshots_paginated(
             Document.parent_hierarchy_node
         ),
         selectinload(Persona.labels),
-        selectinload(Persona.document_sets).options(
-            selectinload(DocumentSet.connector_credential_pairs).selectinload(
-                ConnectorCredentialPair.connector
-            ),
-            selectinload(DocumentSet.users),
-            selectinload(DocumentSet.groups),
-            selectinload(DocumentSet.federated_connectors).selectinload(
-                FederatedConnector__DocumentSet.federated_connector
-            ),
-        ),
+        selectinload(Persona.document_sets)
+        .selectinload(DocumentSet.connector_credential_pairs)
+        .selectinload(ConnectorCredentialPair.connector),
         selectinload(Persona.user),
     )
 
@@ -635,16 +611,7 @@ def get_persona_snapshots_paginated(
             Document.parent_hierarchy_node
         ),
         selectinload(Persona.labels),
-        selectinload(Persona.document_sets).options(
-            selectinload(DocumentSet.connector_credential_pairs).selectinload(
-                ConnectorCredentialPair.connector
-            ),
-            selectinload(DocumentSet.users),
-            selectinload(DocumentSet.groups),
-            selectinload(DocumentSet.federated_connectors).selectinload(
-                FederatedConnector__DocumentSet.federated_connector
-            ),
-        ),
+        selectinload(Persona.document_sets),
         selectinload(Persona.user),
         selectinload(Persona.user_files),
         selectinload(Persona.users),

backend/onyx/db/voice.py

@@ -0,0 +1,251 @@
+from typing import Any
+from uuid import UUID
+
+from sqlalchemy import select
+from sqlalchemy import update
+from sqlalchemy.orm import Session
+
+from onyx.db.models import User
+from onyx.db.models import VoiceProvider
+
+
+def fetch_voice_providers(db_session: Session) -> list[VoiceProvider]:
+    """Fetch all voice providers."""
+    return list(
+        db_session.scalars(select(VoiceProvider).order_by(VoiceProvider.name)).all()
+    )
+
+
+def fetch_voice_provider_by_id(
+    db_session: Session, provider_id: int
+) -> VoiceProvider | None:
+    """Fetch a voice provider by ID."""
+    return db_session.scalar(
+        select(VoiceProvider).where(VoiceProvider.id == provider_id)
+    )
+
+
+def fetch_default_stt_provider(db_session: Session) -> VoiceProvider | None:
+    """Fetch the default STT provider."""
+    return db_session.scalar(
+        select(VoiceProvider).where(VoiceProvider.is_default_stt.is_(True))
+    )
+
+
+def fetch_default_tts_provider(db_session: Session) -> VoiceProvider | None:
+    """Fetch the default TTS provider."""
+    return db_session.scalar(
+        select(VoiceProvider).where(VoiceProvider.is_default_tts.is_(True))
+    )
+
+
+def fetch_voice_provider_by_type(
+    db_session: Session, provider_type: str
+) -> VoiceProvider | None:
+    """Fetch a voice provider by type."""
+    return db_session.scalar(
+        select(VoiceProvider).where(VoiceProvider.provider_type == provider_type)
+    )
+
+
+def upsert_voice_provider(
+    *,
+    db_session: Session,
+    provider_id: int | None,
+    name: str,
+    provider_type: str,
+    api_key: str | None,
+    api_key_changed: bool,
+    api_base: str | None = None,
+    custom_config: dict[str, Any] | None = None,
+    stt_model: str | None = None,
+    tts_model: str | None = None,
+    default_voice: str | None = None,
+    activate_stt: bool = False,
+    activate_tts: bool = False,
+) -> VoiceProvider:
+    """Create or update a voice provider."""
+    provider: VoiceProvider | None = None
+
+    if provider_id is not None:
+        provider = fetch_voice_provider_by_id(db_session, provider_id)
+        if provider is None:
+            raise ValueError(f"No voice provider with id {provider_id} exists.")
+    else:
+        provider = VoiceProvider()
+        db_session.add(provider)
+
+    # Apply updates
+    provider.name = name
+    provider.provider_type = provider_type
+    provider.api_base = api_base
+    provider.custom_config = custom_config
+    provider.stt_model = stt_model
+    provider.tts_model = tts_model
+    provider.default_voice = default_voice
+
+    # Only update API key if explicitly changed or if provider has no key
+    if api_key_changed or provider.api_key is None:
+        provider.api_key = api_key  # type: ignore[assignment]
+
+    db_session.flush()
+
+    if activate_stt:
+        set_default_stt_provider(db_session=db_session, provider_id=provider.id)
+    if activate_tts:
+        set_default_tts_provider(db_session=db_session, provider_id=provider.id)
+
+    db_session.refresh(provider)
+    return provider
+
+
+def delete_voice_provider(db_session: Session, provider_id: int) -> None:
+    """Delete a voice provider by ID."""
+    provider = fetch_voice_provider_by_id(db_session, provider_id)
+    if provider:
+        db_session.delete(provider)
+        db_session.commit()
+
+
+def set_default_stt_provider(*, db_session: Session, provider_id: int) -> VoiceProvider:
+    """Set a voice provider as the default STT provider."""
+    provider = fetch_voice_provider_by_id(db_session, provider_id)
+    if provider is None:
+        raise ValueError(f"No voice provider with id {provider_id} exists.")
+
+    # Deactivate all other STT providers
+    db_session.execute(
+        update(VoiceProvider)
+        .where(
+            VoiceProvider.is_default_stt.is_(True),
+            VoiceProvider.id != provider_id,
+        )
+        .values(is_default_stt=False)
+    )
+
+    # Activate this provider
+    provider.is_default_stt = True
+
+    db_session.flush()
+    db_session.refresh(provider)
+    return provider
+
+
+def set_default_tts_provider(*, db_session: Session, provider_id: int) -> VoiceProvider:
+    """Set a voice provider as the default TTS provider."""
+    provider = fetch_voice_provider_by_id(db_session, provider_id)
+    if provider is None:
+        raise ValueError(f"No voice provider with id {provider_id} exists.")
+
+    # Deactivate all other TTS providers
+    db_session.execute(
+        update(VoiceProvider)
+        .where(
+            VoiceProvider.is_default_tts.is_(True),
+            VoiceProvider.id != provider_id,
+        )
+        .values(is_default_tts=False)
+    )
+
+    # Activate this provider
+    provider.is_default_tts = True
+
+    db_session.flush()
+    db_session.refresh(provider)
+    return provider
+
+
+def deactivate_stt_provider(*, db_session: Session, provider_id: int) -> VoiceProvider:
+    """Remove the default STT status from a voice provider."""
+    provider = fetch_voice_provider_by_id(db_session, provider_id)
+    if provider is None:
+        raise ValueError(f"No voice provider with id {provider_id} exists.")
+
+    provider.is_default_stt = False
+
+    db_session.flush()
+    db_session.refresh(provider)
+    return provider
+
+
+def deactivate_tts_provider(*, db_session: Session, provider_id: int) -> VoiceProvider:
+    """Remove the default TTS status from a voice provider."""
+    provider = fetch_voice_provider_by_id(db_session, provider_id)
+    if provider is None:
+        raise ValueError(f"No voice provider with id {provider_id} exists.")
+
+    provider.is_default_tts = False
+
+    db_session.flush()
+    db_session.refresh(provider)
+    return provider
+
+
+# User voice preferences
+
+
+def update_user_voice_auto_send(
+    db_session: Session, user_id: UUID, auto_send: bool
+) -> None:
+    """Update user's voice auto-send setting."""
+    db_session.execute(
+        update(User).where(User.id == user_id).values(voice_auto_send=auto_send)
+    )
+    db_session.commit()
+
+
+def update_user_voice_auto_playback(
+    db_session: Session, user_id: UUID, auto_playback: bool
+) -> None:
+    """Update user's voice auto-playback setting."""
+    db_session.execute(
+        update(User).where(User.id == user_id).values(voice_auto_playback=auto_playback)
+    )
+    db_session.commit()
+
+
+def update_user_voice_playback_speed(
+    db_session: Session, user_id: UUID, speed: float
+) -> None:
+    """Update user's voice playback speed setting."""
+    # Clamp to valid range
+    speed = max(0.5, min(2.0, speed))
+    db_session.execute(
+        update(User).where(User.id == user_id).values(voice_playback_speed=speed)
+    )
+    db_session.commit()
+
+
+def update_user_preferred_voice(
+    db_session: Session, user_id: UUID, voice: str | None
+) -> None:
+    """Update user's preferred voice setting."""
+    db_session.execute(
+        update(User).where(User.id == user_id).values(preferred_voice=voice)
+    )
+    db_session.commit()
+
+
+def update_user_voice_settings(
+    db_session: Session,
+    user_id: UUID,
+    auto_send: bool | None = None,
+    auto_playback: bool | None = None,
+    playback_speed: float | None = None,
+    preferred_voice: str | None = None,
+) -> None:
+    """Update user's voice settings. Only updates fields that are not None."""
+    values: dict[str, Any] = {}
+
+    if auto_send is not None:
+        values["voice_auto_send"] = auto_send
+    if auto_playback is not None:
+        values["voice_auto_playback"] = auto_playback
+    if playback_speed is not None:
+        values["voice_playback_speed"] = max(0.5, min(2.0, playback_speed))
+    if preferred_voice is not None:
+        values["preferred_voice"] = preferred_voice
+
+    if values:
+        db_session.execute(update(User).where(User.id == user_id).values(**values))
+        db_session.commit()

backend/onyx/document_index/vespa/vespa_document_index.py

@@ -554,9 +554,10 @@ class VespaDocumentIndex(DocumentIndex):
         num_to_retrieve: int,
     ) -> list[InferenceChunk]:
         vespa_where_clauses = build_vespa_filters(filters)
-        # Avoid over-fetching a very large candidate set for global-phase reranking.
-        # Keep enough headroom for quality while capping cost on larger indices.
-        target_hits = min(max(4 * num_to_retrieve, 100), RERANK_COUNT)
+        # Needs to be at least as much as the rerank-count value set in the
+        # Vespa schema config. Otherwise we would be getting fewer results than
+        # expected for reranking.
+        target_hits = max(10 * num_to_retrieve, RERANK_COUNT)
 
         yql = (
             YQL_BASE.format(index_name=self._index_name)

backend/onyx/image_gen/interfaces.py

@@ -20,20 +20,7 @@ class ImageGenerationProviderCredentials(BaseModel):
     custom_config: dict[str, str] | None = None
 
 
-class ReferenceImage(BaseModel):
-    data: bytes
-    mime_type: str
-
-
 class ImageGenerationProvider(abc.ABC):
-    @property
-    def supports_reference_images(self) -> bool:
-        return False
-
-    @property
-    def max_reference_images(self) -> int:
-        return 0
-
     @classmethod
     @abc.abstractmethod
     def validate_credentials(
@@ -76,7 +63,6 @@ class ImageGenerationProvider(abc.ABC):
         size: str,
         n: int,
         quality: str | None = None,
-        reference_images: list[ReferenceImage] | None = None,
         **kwargs: Any,
     ) -> ImageGenerationResponse:
         """Generates an image based on a prompt."""

backend/onyx/image_gen/providers/azure_img_gen.py

@@ -5,7 +5,6 @@ from typing import TYPE_CHECKING
 
 from onyx.image_gen.interfaces import ImageGenerationProvider
 from onyx.image_gen.interfaces import ImageGenerationProviderCredentials
-from onyx.image_gen.interfaces import ReferenceImage
 
 if TYPE_CHECKING:
     from onyx.image_gen.interfaces import ImageGenerationResponse
@@ -60,7 +59,6 @@ class AzureImageGenerationProvider(ImageGenerationProvider):
         size: str,
         n: int,
         quality: str | None = None,
-        reference_images: list[ReferenceImage] | None = None,  # noqa: ARG002
         **kwargs: Any,
     ) -> ImageGenerationResponse:
         from litellm import image_generation

backend/onyx/image_gen/providers/openai_img_gen.py

@@ -5,7 +5,6 @@ from typing import TYPE_CHECKING
 
 from onyx.image_gen.interfaces import ImageGenerationProvider
 from onyx.image_gen.interfaces import ImageGenerationProviderCredentials
-from onyx.image_gen.interfaces import ReferenceImage
 
 if TYPE_CHECKING:
     from onyx.image_gen.interfaces import ImageGenerationResponse
@@ -46,7 +45,6 @@ class OpenAIImageGenerationProvider(ImageGenerationProvider):
         size: str,
         n: int,
         quality: str | None = None,
-        reference_images: list[ReferenceImage] | None = None,  # noqa: ARG002
         **kwargs: Any,
     ) -> ImageGenerationResponse:
         from litellm import image_generation

backend/onyx/image_gen/providers/vertex_img_gen.py

@@ -1,8 +1,6 @@
 from __future__ import annotations
 
-import base64
 import json
-from datetime import datetime
 from typing import Any
 from typing import TYPE_CHECKING
 
@@ -11,7 +9,6 @@ from pydantic import BaseModel
 from onyx.image_gen.exceptions import ImageProviderCredentialsError
 from onyx.image_gen.interfaces import ImageGenerationProvider
 from onyx.image_gen.interfaces import ImageGenerationProviderCredentials
-from onyx.image_gen.interfaces import ReferenceImage
 
 if TYPE_CHECKING:
     from onyx.image_gen.interfaces import ImageGenerationResponse
@@ -54,15 +51,6 @@ class VertexImageGenerationProvider(ImageGenerationProvider):
             vertex_credentials=vertex_credentials,
         )
 
-    @property
-    def supports_reference_images(self) -> bool:
-        return True
-
-    @property
-    def max_reference_images(self) -> int:
-        # Gemini image editing supports up to 14 input images.
-        return 14
-
     def generate_image(
         self,
         prompt: str,
@@ -70,18 +58,8 @@ class VertexImageGenerationProvider(ImageGenerationProvider):
         size: str,
         n: int,
         quality: str | None = None,
-        reference_images: list[ReferenceImage] | None = None,
         **kwargs: Any,
     ) -> ImageGenerationResponse:
-        if reference_images:
-            return self._generate_image_with_reference_images(
-                prompt=prompt,
-                model=model,
-                size=size,
-                n=n,
-                reference_images=reference_images,
-            )
-
         from litellm import image_generation
 
         return image_generation(
@@ -96,99 +74,6 @@ class VertexImageGenerationProvider(ImageGenerationProvider):
             **kwargs,
         )
 
-    def _generate_image_with_reference_images(
-        self,
-        prompt: str,
-        model: str,
-        size: str,
-        n: int,
-        reference_images: list[ReferenceImage],
-    ) -> ImageGenerationResponse:
-        from google import genai
-        from google.genai import types as genai_types
-        from google.oauth2 import service_account
-        from litellm.types.utils import ImageObject
-        from litellm.types.utils import ImageResponse
-
-        service_account_info = json.loads(self._vertex_credentials)
-        credentials = service_account.Credentials.from_service_account_info(
-            service_account_info,
-            scopes=["https://www.googleapis.com/auth/cloud-platform"],
-        )
-
-        client = genai.Client(
-            vertexai=True,
-            project=self._vertex_project,
-            location=self._vertex_location,
-            credentials=credentials,
-        )
-
-        parts: list[genai_types.Part] = [
-            genai_types.Part.from_bytes(data=image.data, mime_type=image.mime_type)
-            for image in reference_images
-        ]
-        parts.append(genai_types.Part.from_text(text=prompt))
-
-        config = genai_types.GenerateContentConfig(
-            response_modalities=["TEXT", "IMAGE"],
-            candidate_count=max(1, n),
-            image_config=genai_types.ImageConfig(
-                aspect_ratio=_map_size_to_aspect_ratio(size)
-            ),
-        )
-        model_name = model.replace("vertex_ai/", "")
-        response = client.models.generate_content(
-            model=model_name,
-            contents=genai_types.Content(
-                role="user",
-                parts=parts,
-            ),
-            config=config,
-        )
-
-        generated_data: list[ImageObject] = []
-        for candidate in response.candidates or []:
-            candidate_content = candidate.content
-            if not candidate_content:
-                continue
-
-            for part in candidate_content.parts or []:
-                inline_data = part.inline_data
-                if not inline_data or inline_data.data is None:
-                    continue
-
-                if isinstance(inline_data.data, bytes):
-                    b64_json = base64.b64encode(inline_data.data).decode("utf-8")
-                elif isinstance(inline_data.data, str):
-                    b64_json = inline_data.data
-                else:
-                    continue
-
-                generated_data.append(
-                    ImageObject(
-                        b64_json=b64_json,
-                        revised_prompt=prompt,
-                    )
-                )
-
-        if not generated_data:
-            raise RuntimeError("No image data returned from Vertex AI.")
-
-        return ImageResponse(
-            created=int(datetime.now().timestamp()),
-            data=generated_data,
-        )
-
-
-def _map_size_to_aspect_ratio(size: str) -> str:
-    return {
-        "1024x1024": "1:1",
-        "1792x1024": "16:9",
-        "1024x1792": "9:16",
-        "1536x1024": "3:2",
-        "1024x1536": "2:3",
-    }.get(size, "1:1")
-
 
 def _parse_to_vertex_credentials(
     credentials: ImageGenerationProviderCredentials,

backend/onyx/llm/model_metadata_enrichments.json

@@ -64,6 +64,21 @@
     "model_vendor": "anthropic",
     "model_version": "20241022-v2:0"
   },
+  "anthropic.claude-3-7-sonnet-20240620-v1:0": {
+    "display_name": "Claude Sonnet 3.7",
+    "model_vendor": "anthropic",
+    "model_version": "20240620-v1:0"
+  },
+  "anthropic.claude-3-7-sonnet-20250219-v1:0": {
+    "display_name": "Claude Sonnet 3.7",
+    "model_vendor": "anthropic",
+    "model_version": "20250219-v1:0"
+  },
+  "anthropic.claude-3-haiku-20240307-v1:0": {
+    "display_name": "Claude Haiku 3",
+    "model_vendor": "anthropic",
+    "model_version": "20240307-v1:0"
+  },
   "anthropic.claude-3-sonnet-20240229-v1:0": {
     "display_name": "Claude Sonnet 3",
     "model_vendor": "anthropic",
@@ -144,6 +159,11 @@
     "model_vendor": "anthropic",
     "model_version": "20241022-v2:0"
   },
+  "apac.anthropic.claude-3-haiku-20240307-v1:0": {
+    "display_name": "Claude Haiku 3",
+    "model_vendor": "anthropic",
+    "model_version": "20240307-v1:0"
+  },
   "apac.anthropic.claude-3-sonnet-20240229-v1:0": {
     "display_name": "Claude Sonnet 3",
     "model_vendor": "anthropic",
@@ -1300,6 +1320,11 @@
     "model_vendor": "anthropic",
     "model_version": "20240620-v1:0"
   },
+  "bedrock/us-gov-east-1/anthropic.claude-3-haiku-20240307-v1:0": {
+    "display_name": "Claude Haiku 3",
+    "model_vendor": "anthropic",
+    "model_version": "20240307-v1:0"
+  },
   "bedrock/us-gov-east-1/claude-sonnet-4-5-20250929-v1:0": {
     "display_name": "Claude Sonnet 4.5",
     "model_vendor": "anthropic",
@@ -1340,6 +1365,16 @@
     "model_vendor": "anthropic",
     "model_version": "20240620-v1:0"
   },
+  "bedrock/us-gov-west-1/anthropic.claude-3-7-sonnet-20250219-v1:0": {
+    "display_name": "Claude Sonnet 3.7",
+    "model_vendor": "anthropic",
+    "model_version": "20250219-v1:0"
+  },
+  "bedrock/us-gov-west-1/anthropic.claude-3-haiku-20240307-v1:0": {
+    "display_name": "Claude Haiku 3",
+    "model_vendor": "anthropic",
+    "model_version": "20240307-v1:0"
+  },
   "bedrock/us-gov-west-1/claude-sonnet-4-5-20250929-v1:0": {
     "display_name": "Claude Sonnet 4.5",
     "model_vendor": "anthropic",
@@ -1470,6 +1505,26 @@
     "model_vendor": "anthropic",
     "model_version": "latest"
   },
+  "claude-3-7-sonnet-20250219": {
+    "display_name": "Claude Sonnet 3.7",
+    "model_vendor": "anthropic",
+    "model_version": "20250219"
+  },
+  "claude-3-7-sonnet-latest": {
+    "display_name": "Claude Sonnet 3.7",
+    "model_vendor": "anthropic",
+    "model_version": "latest"
+  },
+  "claude-3-7-sonnet@20250219": {
+    "display_name": "Claude Sonnet 3.7",
+    "model_vendor": "anthropic",
+    "model_version": "20250219"
+  },
+  "claude-3-haiku-20240307": {
+    "display_name": "Claude Haiku 3",
+    "model_vendor": "anthropic",
+    "model_version": "20240307"
+  },
   "claude-4-opus-20250514": {
     "display_name": "Claude Opus 4",
     "model_vendor": "anthropic",
@@ -1650,6 +1705,16 @@
     "model_vendor": "anthropic",
     "model_version": "20241022-v2:0"
   },
+  "eu.anthropic.claude-3-7-sonnet-20250219-v1:0": {
+    "display_name": "Claude Sonnet 3.7",
+    "model_vendor": "anthropic",
+    "model_version": "20250219-v1:0"
+  },
+  "eu.anthropic.claude-3-haiku-20240307-v1:0": {
+    "display_name": "Claude Haiku 3",
+    "model_vendor": "anthropic",
+    "model_version": "20240307-v1:0"
+  },
   "eu.anthropic.claude-3-sonnet-20240229-v1:0": {
     "display_name": "Claude Sonnet 3",
     "model_vendor": "anthropic",
@@ -3161,6 +3226,15 @@
     "model_vendor": "anthropic",
     "model_version": "latest"
   },
+  "openrouter/anthropic/claude-3-haiku": {
+    "display_name": "Claude Haiku 3",
+    "model_vendor": "anthropic"
+  },
+  "openrouter/anthropic/claude-3-haiku-20240307": {
+    "display_name": "Claude Haiku 3",
+    "model_vendor": "anthropic",
+    "model_version": "20240307"
+  },
   "openrouter/anthropic/claude-3-sonnet": {
     "display_name": "Claude Sonnet 3",
     "model_vendor": "anthropic"
@@ -3175,6 +3249,16 @@
     "model_vendor": "anthropic",
     "model_version": "latest"
   },
+  "openrouter/anthropic/claude-3.7-sonnet": {
+    "display_name": "Claude Sonnet 3.7",
+    "model_vendor": "anthropic",
+    "model_version": "latest"
+  },
+  "openrouter/anthropic/claude-3.7-sonnet:beta": {
+    "display_name": "Claude Sonnet 3.7:beta",
+    "model_vendor": "anthropic",
+    "model_version": "latest"
+  },
   "openrouter/anthropic/claude-haiku-4.5": {
     "display_name": "Claude Haiku 4.5",
     "model_vendor": "anthropic",
@@ -3666,6 +3750,16 @@
     "model_vendor": "anthropic",
     "model_version": "20241022"
   },
+  "us.anthropic.claude-3-7-sonnet-20250219-v1:0": {
+    "display_name": "Claude Sonnet 3.7",
+    "model_vendor": "anthropic",
+    "model_version": "20250219"
+  },
+  "us.anthropic.claude-3-haiku-20240307-v1:0": {
+    "display_name": "Claude Haiku 3",
+    "model_vendor": "anthropic",
+    "model_version": "20240307"
+  },
   "us.anthropic.claude-3-sonnet-20240229-v1:0": {
     "display_name": "Claude Sonnet 3",
     "model_vendor": "anthropic",
@@ -3785,6 +3879,20 @@
     "model_vendor": "anthropic",
     "model_version": "20240620"
   },
+  "vertex_ai/claude-3-7-sonnet@20250219": {
+    "display_name": "Claude Sonnet 3.7",
+    "model_vendor": "anthropic",
+    "model_version": "20250219"
+  },
+  "vertex_ai/claude-3-haiku": {
+    "display_name": "Claude Haiku 3",
+    "model_vendor": "anthropic"
+  },
+  "vertex_ai/claude-3-haiku@20240307": {
+    "display_name": "Claude Haiku 3",
+    "model_vendor": "anthropic",
+    "model_version": "20240307"
+  },
   "vertex_ai/claude-3-sonnet": {
     "display_name": "Claude Sonnet 3",
     "model_vendor": "anthropic"

backend/onyx/llm/well_known_providers/llm_provider_options.py

@@ -1,7 +1,5 @@
 import json
 import pathlib
-import threading
-import time
 
 from onyx.llm.constants import LlmProviderNames
 from onyx.llm.constants import PROVIDER_DISPLAY_NAMES
@@ -25,11 +23,6 @@ from onyx.utils.logger import setup_logger
 
 logger = setup_logger()
 
-_RECOMMENDATIONS_CACHE_TTL_SECONDS = 300
-_recommendations_cache_lock = threading.Lock()
-_cached_recommendations: LLMRecommendations | None = None
-_cached_recommendations_time: float = 0.0
-
 
 def _get_provider_to_models_map() -> dict[str, list[str]]:
     """Lazy-load provider model mappings to avoid importing litellm at module level.
@@ -48,40 +41,19 @@ def _get_provider_to_models_map() -> dict[str, list[str]]:
     }
 
 
-def _load_bundled_recommendations() -> LLMRecommendations:
+def get_recommendations() -> LLMRecommendations:
+    """Get the recommendations from the GitHub config."""
+    recommendations_from_github = fetch_llm_recommendations_from_github()
+    if recommendations_from_github:
+        return recommendations_from_github
+
+    # Fall back to json bundled with code
     json_path = pathlib.Path(__file__).parent / "recommended-models.json"
     with open(json_path, "r") as f:
         json_config = json.load(f)
-    return LLMRecommendations.model_validate(json_config)
 
-
-def get_recommendations() -> LLMRecommendations:
-    """Get the recommendations, with an in-memory cache to avoid
-    hitting GitHub on every API request."""
-    global _cached_recommendations, _cached_recommendations_time
-
-    now = time.monotonic()
-    if (
-        _cached_recommendations is not None
-        and (now - _cached_recommendations_time) < _RECOMMENDATIONS_CACHE_TTL_SECONDS
-    ):
-        return _cached_recommendations
-
-    with _recommendations_cache_lock:
-        # Double-check after acquiring lock
-        if (
-            _cached_recommendations is not None
-            and (time.monotonic() - _cached_recommendations_time)
-            < _RECOMMENDATIONS_CACHE_TTL_SECONDS
-        ):
-            return _cached_recommendations
-
-        recommendations_from_github = fetch_llm_recommendations_from_github()
-        result = recommendations_from_github or _load_bundled_recommendations()
-
-        _cached_recommendations = result
-        _cached_recommendations_time = time.monotonic()
-        return result
+    recommendations_from_json = LLMRecommendations.model_validate(json_config)
+    return recommendations_from_json
 
 
 def is_obsolete_model(model_name: str, provider: str) -> bool:

backend/onyx/main.py

@@ -112,6 +112,8 @@ from onyx.server.manage.opensearch_migration.api import (
 from onyx.server.manage.search_settings import router as search_settings_router
 from onyx.server.manage.slack_bot import router as slack_bot_management_router
 from onyx.server.manage.users import router as user_router
+from onyx.server.manage.voice.api import admin_router as voice_admin_router
+from onyx.server.manage.voice.user_api import router as voice_router
 from onyx.server.manage.web_search.api import (
     admin_router as web_search_admin_router,
 )
@@ -428,6 +430,8 @@ def get_application(lifespan_override: Lifespan | None = None) -> FastAPI:
     include_router_with_global_prefix_prepended(application, embedding_router)
     include_router_with_global_prefix_prepended(application, web_search_router)
     include_router_with_global_prefix_prepended(application, web_search_admin_router)
+    include_router_with_global_prefix_prepended(application, voice_admin_router)
+    include_router_with_global_prefix_prepended(application, voice_router)
     include_router_with_global_prefix_prepended(
         application, opensearch_migration_admin_router
     )

backend/onyx/prompts/chat_prompts.py

@@ -69,12 +69,6 @@ Very briefly describe the image(s) generated. Do not include any links or attach
 """.strip()
 
 
-FILE_REMINDER = """
-Your code execution generated file(s) with download links.
-If you reference or share these files, use the exact markdown format [filename](file_link) with the file_link from the execution result.
-""".strip()
-
-
 # Specifically for OpenAI models, this prefix needs to be in place for the model to output markdown and correct styling
 CODE_BLOCK_MARKDOWN = "Formatting re-enabled. "
 

backend/onyx/prompts/tool_prompts.py

@@ -1,6 +1,6 @@
 # ruff: noqa: E501, W605 start
 # If there are any tools, this section is included, the sections below are for the available tools
-TOOL_SECTION_HEADER = "\n# Tools\n\n"
+TOOL_SECTION_HEADER = "\n\n# Tools\n"
 
 
 # This section is included if there are search type tools, currently internal_search and web_search
@@ -16,10 +16,11 @@ When searching for information, if the initial results cannot fully answer the u
 Do not repeat the same or very similar queries if it already has been run in the chat history.
 
 If it is unclear which tool to use, consider using multiple in parallel to be efficient with time.
-""".lstrip()
+"""
 
 
 INTERNAL_SEARCH_GUIDANCE = """
+
 ## internal_search
 Use the `internal_search` tool to search connected applications for information. Some examples of when to use `internal_search` include:
 - Internal information: any time where there may be some information stored in internal applications that could help better answer the query.
@@ -27,31 +28,34 @@ Use the `internal_search` tool to search connected applications for information.
 - Keyword Queries: queries that are heavily keyword based are often internal document search queries.
 - Ambiguity: questions about something that is not widely known or understood.
 Never provide more than 3 queries at once to `internal_search`.
-""".lstrip()
+"""
 
 
 WEB_SEARCH_GUIDANCE = """
+
 ## web_search
 Use the `web_search` tool to access up-to-date information from the web. Some examples of when to use `web_search` include:
 - Freshness: when the answer might be enhanced by up-to-date information on a topic. Very important for topics that are changing or evolving.
 - Accuracy: if the cost of outdated/inaccurate information is high.
 - Niche Information: when detailed info is not widely known or understood (but is likely found on the internet).{site_colon_disabled}
-""".lstrip()
+"""
 
 WEB_SEARCH_SITE_DISABLED_GUIDANCE = """
 Do not use the "site:" operator in your web search queries.
-""".lstrip()
+""".rstrip()
 
 
 OPEN_URLS_GUIDANCE = """
+
 ## open_url
 Use the `open_url` tool to read the content of one or more URLs. Use this tool to access the contents of the most promising web pages from your web searches or user specified URLs. \
 You can open many URLs at once by passing multiple URLs in the array if multiple pages seem promising. Prioritize the most promising pages and reputable sources. \
 Do not open URLs that are image files like .png, .jpg, etc.
 You should almost always use open_url after a web_search call. Use this tool when a user asks about a specific provided URL.
-""".lstrip()
+"""
 
 PYTHON_TOOL_GUIDANCE = """
+
 ## python
 Use the `python` tool to execute Python code in an isolated sandbox. The tool will respond with the output of the execution or time out after 60.0 seconds.
 Any files uploaded to the chat will be automatically be available in the execution environment's current directory. \
@@ -60,21 +64,21 @@ Use this to give the user a way to download the file OR to display generated ima
 Internet access for this session is disabled. Do not make external web requests or API calls as they will fail.
 Use `openpyxl` to read and write Excel files. You have access to libraries like numpy, pandas, scipy, matplotlib, and PIL.
 IMPORTANT: each call to this tool is independent. Variables from previous calls will NOT be available in the current call.
-""".lstrip()
+"""
 
 GENERATE_IMAGE_GUIDANCE = """
+
 ## generate_image
 NEVER use generate_image unless the user specifically requests an image.
-For edits/variations of a previously generated image, pass `reference_image_file_ids` with
-the `file_id` values returned by earlier `generate_image` tool results.
-""".lstrip()
+"""
 
 MEMORY_GUIDANCE = """
+
 ## add_memory
 Use the `add_memory` tool for facts shared by the user that should be remembered for future conversations. \
 Only add memories that are specific, likely to remain true, and likely to be useful later. \
 Focus on enduring preferences, long-term goals, stable constraints, and explicit "remember this" type requests.
-""".lstrip()
+"""
 
 TOOL_CALL_FAILURE_PROMPT = """
 LLM attempted to call a tool but failed. Most likely the tool name or arguments were misspelled.

backend/onyx/prompts/user_info.py

@@ -1,36 +1,40 @@
 # ruff: noqa: E501, W605 start
-USER_INFORMATION_HEADER = "\n# User Information\n\n"
+USER_INFORMATION_HEADER = "\n\n# User Information\n"
 
 BASIC_INFORMATION_PROMPT = """
+
 ## Basic Information
 User name: {user_name}
 User email: {user_email}{user_role}
-""".lstrip()
+"""
 
 # This line only shows up if the user has configured their role.
 USER_ROLE_PROMPT = """
 User role: {user_role}
-""".lstrip()
+"""
 
 # Team information should be a paragraph style description of the user's team.
 TEAM_INFORMATION_PROMPT = """
+
 ## Team Information
 {team_information}
-""".lstrip()
+"""
 
 # User preferences should be a paragraph style description of the user's preferences.
 USER_PREFERENCES_PROMPT = """
+
 ## User Preferences
 {user_preferences}
-""".lstrip()
+"""
 
 # User memories should look something like:
 # - Memory 1
 # - Memory 2
 # - Memory 3
 USER_MEMORIES_PROMPT = """
+
 ## User Memories
 {user_memories}
-""".lstrip()
+"""
 
 # ruff: noqa: E501, W605 end

backend/onyx/redis/redis_pool.py

@@ -109,7 +109,6 @@ class TenantRedis(redis.Redis):
             "unlock",
             "get",
             "set",
-            "setex",
             "delete",
             "exists",
             "incrby",

backend/onyx/server/documents/connector.py

@@ -103,7 +103,6 @@ from onyx.db.engine.sql_engine import get_session
 from onyx.db.enums import AccessType
 from onyx.db.enums import ConnectorCredentialPairStatus
 from onyx.db.enums import IndexingMode
-from onyx.db.enums import ProcessingMode
 from onyx.db.federated import fetch_all_federated_connectors_parallel
 from onyx.db.index_attempt import get_index_attempts_for_cc_pair
 from onyx.db.index_attempt import get_latest_index_attempts_by_status
@@ -988,7 +987,6 @@ def get_connector_status(
         user=user,
         eager_load_connector=True,
         eager_load_credential=True,
-        eager_load_user=True,
         get_editable=False,
     )
 
@@ -1002,23 +1000,11 @@ def get_connector_status(
             relationship.user_group_id
         )
 
-    # Pre-compute credential_ids per connector to avoid N+1 lazy loads
-    connector_to_credential_ids: dict[int, list[int]] = {}
-    for cc_pair in cc_pairs:
-        connector_to_credential_ids.setdefault(cc_pair.connector_id, []).append(
-            cc_pair.credential_id
-        )
-
     return [
         ConnectorStatus(
             cc_pair_id=cc_pair.id,
             name=cc_pair.name,
-            connector=ConnectorSnapshot.from_connector_db_model(
-                cc_pair.connector,
-                credential_ids=connector_to_credential_ids.get(
-                    cc_pair.connector_id, []
-                ),
-            ),
+            connector=ConnectorSnapshot.from_connector_db_model(cc_pair.connector),
             credential=CredentialSnapshot.from_credential_db_model(cc_pair.credential),
             access_type=cc_pair.access_type,
             groups=group_cc_pair_relationships_dict.get(cc_pair.id, []),
@@ -1073,27 +1059,15 @@ def get_connector_indexing_status(
     parallel_functions: list[tuple[CallableProtocol, tuple[Any, ...]]] = [
         # Get editable connector/credential pairs
         (
-            lambda: get_connector_credential_pairs_for_user_parallel(
-                user, True, None, True, True, False, True, request.source
-            ),
-            (),
+            get_connector_credential_pairs_for_user_parallel,
+            (user, True, None, True, True, True, True, request.source),
         ),
         # Get federated connectors
         (fetch_all_federated_connectors_parallel, ()),
         # Get most recent index attempts
-        (
-            lambda: get_latest_index_attempts_parallel(
-                request.secondary_index, True, False
-            ),
-            (),
-        ),
+        (get_latest_index_attempts_parallel, (request.secondary_index, True, False)),
         # Get most recent finished index attempts
-        (
-            lambda: get_latest_index_attempts_parallel(
-                request.secondary_index, True, True
-            ),
-            (),
-        ),
+        (get_latest_index_attempts_parallel, (request.secondary_index, True, True)),
     ]
 
     if user and user.role == UserRole.ADMIN:
@@ -1110,10 +1084,8 @@ def get_connector_indexing_status(
         parallel_functions.append(
             # Get non-editable connector/credential pairs
             (
-                lambda: get_connector_credential_pairs_for_user_parallel(
-                    user, False, None, True, True, False, True, request.source
-                ),
-                (),
+                get_connector_credential_pairs_for_user_parallel,
+                (user, False, None, True, True, True, True, request.source),
             ),
         )
 
@@ -1939,7 +1911,6 @@ Tenant ID: {tenant_id}
 class BasicCCPairInfo(BaseModel):
     has_successful_run: bool
     source: DocumentSource
-    status: ConnectorCredentialPairStatus
 
 
 @router.get("/connector-status", tags=PUBLIC_API_TAGS)
@@ -1953,17 +1924,13 @@ def get_basic_connector_indexing_status(
         get_editable=False,
         user=user,
     )
-
-    # NOTE: This endpoint excludes Craft connectors
     return [
         BasicCCPairInfo(
             has_successful_run=cc_pair.last_successful_index_time is not None,
             source=cc_pair.connector.source,
-            status=cc_pair.status,
         )
         for cc_pair in cc_pairs
         if cc_pair.connector.source != DocumentSource.INGESTION_API
-        and cc_pair.processing_mode == ProcessingMode.REGULAR
     ]
 
 

backend/onyx/server/documents/models.py

@@ -365,8 +365,7 @@ class CCPairFullInfo(BaseModel):
             in_repeated_error_state=cc_pair_model.in_repeated_error_state,
             num_docs_indexed=num_docs_indexed,
             connector=ConnectorSnapshot.from_connector_db_model(
-                cc_pair_model.connector,
-                credential_ids=[cc_pair_model.credential_id],
+                cc_pair_model.connector
             ),
             credential=CredentialSnapshot.from_credential_db_model(
                 cc_pair_model.credential

backend/onyx/server/features/document_set/models.py

@@ -111,8 +111,7 @@ class DocumentSet(BaseModel):
                     id=cc_pair.id,
                     name=cc_pair.name,
                     connector=ConnectorSnapshot.from_connector_db_model(
-                        cc_pair.connector,
-                        credential_ids=[cc_pair.credential_id],
+                        cc_pair.connector
                     ),
                     credential=CredentialSnapshot.from_credential_db_model(
                         cc_pair.credential

backend/onyx/server/manage/models.py

@@ -73,6 +73,12 @@ class UserPreferences(BaseModel):
     chat_background: str | None = None
     default_app_mode: DefaultAppMode = DefaultAppMode.CHAT
 
+    # Voice preferences
+    voice_auto_send: bool | None = None
+    voice_auto_playback: bool | None = None
+    voice_playback_speed: float | None = None
+    preferred_voice: str | None = None
+
     # controls which tools are enabled for the user for a specific assistant
     assistant_specific_configs: UserSpecificAssistantPreferences | None = None
 
@@ -152,6 +158,10 @@ class UserInfo(BaseModel):
                     theme_preference=user.theme_preference,
                     chat_background=user.chat_background,
                     default_app_mode=user.default_app_mode,
+                    voice_auto_send=user.voice_auto_send,
+                    voice_auto_playback=user.voice_auto_playback,
+                    voice_playback_speed=user.voice_playback_speed,
+                    preferred_voice=user.preferred_voice,
                     assistant_specific_configs=assistant_specific_configs,
                 )
             ),
@@ -228,6 +238,13 @@ class ChatBackgroundRequest(BaseModel):
     chat_background: str | None
 
 
+class VoiceSettingsUpdateRequest(BaseModel):
+    auto_send: bool | None = None
+    auto_playback: bool | None = None
+    playback_speed: float | None = Field(default=None, ge=0.5, le=2.0)
+    preferred_voice: str | None = None
+
+
 class PersonalizationUpdateRequest(BaseModel):
     name: str | None = None
     role: str | None = None

backend/onyx/server/manage/users.py

@@ -608,8 +608,7 @@ def list_all_users_basic_info(
     return [
         MinimalUserSnapshot(id=user.id, email=user.email)
         for user in users
-        if user.role != UserRole.SLACK_USER
-        and (include_api_keys or not is_api_key_email_address(user.email))
+        if include_api_keys or not is_api_key_email_address(user.email)
     ]
 
 

backend/onyx/server/manage/voice/api.py

@@ -0,0 +1,232 @@
+from fastapi import APIRouter
+from fastapi import Depends
+from fastapi import HTTPException
+from fastapi import Response
+from sqlalchemy.orm import Session
+
+from onyx.auth.users import current_admin_user
+from onyx.db.engine.sql_engine import get_session
+from onyx.db.models import User
+from onyx.db.voice import deactivate_stt_provider
+from onyx.db.voice import deactivate_tts_provider
+from onyx.db.voice import delete_voice_provider
+from onyx.db.voice import fetch_voice_provider_by_id
+from onyx.db.voice import fetch_voice_provider_by_type
+from onyx.db.voice import fetch_voice_providers
+from onyx.db.voice import set_default_stt_provider
+from onyx.db.voice import set_default_tts_provider
+from onyx.db.voice import upsert_voice_provider
+from onyx.server.manage.voice.models import VoiceProviderTestRequest
+from onyx.server.manage.voice.models import VoiceProviderUpsertRequest
+from onyx.server.manage.voice.models import VoiceProviderView
+from onyx.utils.logger import setup_logger
+from onyx.voice.factory import get_voice_provider
+
+logger = setup_logger()
+
+admin_router = APIRouter(prefix="/admin/voice")
+
+
+def _provider_to_view(provider) -> VoiceProviderView:
+    """Convert a VoiceProvider model to a VoiceProviderView."""
+    return VoiceProviderView(
+        id=provider.id,
+        name=provider.name,
+        provider_type=provider.provider_type,
+        is_default_stt=provider.is_default_stt,
+        is_default_tts=provider.is_default_tts,
+        stt_model=provider.stt_model,
+        tts_model=provider.tts_model,
+        default_voice=provider.default_voice,
+        has_api_key=bool(provider.api_key),
+    )
+
+
+@admin_router.get("/providers")
+def list_voice_providers(
+    _: User = Depends(current_admin_user),
+    db_session: Session = Depends(get_session),
+) -> list[VoiceProviderView]:
+    """List all configured voice providers."""
+    providers = fetch_voice_providers(db_session)
+    return [_provider_to_view(provider) for provider in providers]
+
+
+@admin_router.post("/providers")
+def upsert_voice_provider_endpoint(
+    request: VoiceProviderUpsertRequest,
+    _: User = Depends(current_admin_user),
+    db_session: Session = Depends(get_session),
+) -> VoiceProviderView:
+    """Create or update a voice provider."""
+    provider = upsert_voice_provider(
+        db_session=db_session,
+        provider_id=request.id,
+        name=request.name,
+        provider_type=request.provider_type,
+        api_key=request.api_key,
+        api_key_changed=request.api_key_changed,
+        api_base=request.api_base,
+        custom_config=request.custom_config,
+        stt_model=request.stt_model,
+        tts_model=request.tts_model,
+        default_voice=request.default_voice,
+        activate_stt=request.activate_stt,
+        activate_tts=request.activate_tts,
+    )
+
+    db_session.commit()
+
+    return _provider_to_view(provider)
+
+
+@admin_router.delete(
+    "/providers/{provider_id}", status_code=204, response_class=Response
+)
+def delete_voice_provider_endpoint(
+    provider_id: int,
+    _: User = Depends(current_admin_user),
+    db_session: Session = Depends(get_session),
+) -> Response:
+    """Delete a voice provider."""
+    delete_voice_provider(db_session, provider_id)
+    return Response(status_code=204)
+
+
+@admin_router.post("/providers/{provider_id}/activate-stt")
+def activate_stt_provider_endpoint(
+    provider_id: int,
+    _: User = Depends(current_admin_user),
+    db_session: Session = Depends(get_session),
+) -> VoiceProviderView:
+    """Set a voice provider as the default STT provider."""
+    provider = set_default_stt_provider(db_session=db_session, provider_id=provider_id)
+    db_session.commit()
+    return _provider_to_view(provider)
+
+
+@admin_router.post("/providers/{provider_id}/deactivate-stt")
+def deactivate_stt_provider_endpoint(
+    provider_id: int,
+    _: User = Depends(current_admin_user),
+    db_session: Session = Depends(get_session),
+) -> dict[str, str]:
+    """Remove the default STT status from a voice provider."""
+    deactivate_stt_provider(db_session=db_session, provider_id=provider_id)
+    db_session.commit()
+    return {"status": "ok"}
+
+
+@admin_router.post("/providers/{provider_id}/activate-tts")
+def activate_tts_provider_endpoint(
+    provider_id: int,
+    _: User = Depends(current_admin_user),
+    db_session: Session = Depends(get_session),
+) -> VoiceProviderView:
+    """Set a voice provider as the default TTS provider."""
+    provider = set_default_tts_provider(db_session=db_session, provider_id=provider_id)
+    db_session.commit()
+    return _provider_to_view(provider)
+
+
+@admin_router.post("/providers/{provider_id}/deactivate-tts")
+def deactivate_tts_provider_endpoint(
+    provider_id: int,
+    _: User = Depends(current_admin_user),
+    db_session: Session = Depends(get_session),
+) -> dict[str, str]:
+    """Remove the default TTS status from a voice provider."""
+    deactivate_tts_provider(db_session=db_session, provider_id=provider_id)
+    db_session.commit()
+    return {"status": "ok"}
+
+
+@admin_router.post("/providers/test")
+def test_voice_provider(
+    request: VoiceProviderTestRequest,
+    _: User = Depends(current_admin_user),
+    db_session: Session = Depends(get_session),
+) -> dict[str, str]:
+    """Test a voice provider connection."""
+    api_key = request.api_key
+
+    if request.use_stored_key:
+        existing_provider = fetch_voice_provider_by_type(
+            db_session, request.provider_type
+        )
+        if existing_provider is None or not existing_provider.api_key:
+            raise HTTPException(
+                status_code=400,
+                detail="No stored API key found for this provider type.",
+            )
+        api_key = existing_provider.api_key.get_value(apply_mask=False)
+
+    if not api_key:
+        raise HTTPException(
+            status_code=400,
+            detail="API key is required. Either provide api_key or set use_stored_key to true.",
+        )
+
+    try:
+        provider = get_voice_provider(
+            provider_type=request.provider_type,
+            api_key=api_key,
+            api_base=request.api_base,
+            custom_config=request.custom_config or {},
+        )
+    except ValueError as exc:
+        raise HTTPException(status_code=400, detail=str(exc)) from exc
+
+    if provider is None:
+        raise HTTPException(
+            status_code=400, detail="Unable to build provider configuration."
+        )
+
+    # Test the provider by getting available voices (lightweight check)
+    try:
+        voices = provider.get_available_voices()
+        if not voices:
+            raise HTTPException(
+                status_code=400,
+                detail="Provider returned no available voices.",
+            )
+    except NotImplementedError:
+        # Provider not fully implemented yet (Azure, ElevenLabs placeholders)
+        pass
+    except Exception as e:
+        raise HTTPException(
+            status_code=400,
+            detail=f"Connection test failed: {str(e)}",
+        ) from e
+
+    logger.info(f"Voice provider test succeeded for {request.provider_type}.")
+    return {"status": "ok"}
+
+
+@admin_router.get("/providers/{provider_id}/voices")
+def get_provider_voices(
+    provider_id: int,
+    _: User = Depends(current_admin_user),
+    db_session: Session = Depends(get_session),
+) -> list[dict[str, str]]:
+    """Get available voices for a provider."""
+    provider_db = fetch_voice_provider_by_id(db_session, provider_id)
+    if provider_db is None:
+        raise HTTPException(status_code=404, detail="Voice provider not found.")
+
+    if not provider_db.api_key:
+        raise HTTPException(
+            status_code=400, detail="Provider has no API key configured."
+        )
+
+    try:
+        provider = get_voice_provider(
+            provider_type=provider_db.provider_type,
+            api_key=provider_db.api_key.get_value(apply_mask=False),
+            api_base=provider_db.api_base,
+            custom_config=provider_db.custom_config or {},
+        )
+    except ValueError as exc:
+        raise HTTPException(status_code=400, detail=str(exc)) from exc
+
+    return provider.get_available_voices()

backend/onyx/server/manage/voice/models.py

@@ -0,0 +1,74 @@
+from typing import Any
+
+from pydantic import BaseModel
+from pydantic import Field
+
+
+class VoiceProviderView(BaseModel):
+    """Response model for voice provider listing."""
+
+    id: int
+    name: str
+    provider_type: str  # "openai", "azure", "elevenlabs"
+    is_default_stt: bool
+    is_default_tts: bool
+    stt_model: str | None
+    tts_model: str | None
+    default_voice: str | None
+    has_api_key: bool = Field(
+        default=False,
+        description="Indicates whether an API key is stored for this provider.",
+    )
+
+
+class VoiceProviderUpsertRequest(BaseModel):
+    """Request model for creating or updating a voice provider."""
+
+    id: int | None = Field(default=None, description="Existing provider ID to update.")
+    name: str
+    provider_type: str  # "openai", "azure", "elevenlabs"
+    api_key: str | None = Field(
+        default=None,
+        description="API key for the provider.",
+    )
+    api_key_changed: bool = Field(
+        default=False,
+        description="Set to true when providing a new API key for an existing provider.",
+    )
+    api_base: str | None = None
+    custom_config: dict[str, Any] | None = None
+    stt_model: str | None = None
+    tts_model: str | None = None
+    default_voice: str | None = None
+    activate_stt: bool = Field(
+        default=False,
+        description="If true, sets this provider as the default STT provider after upsert.",
+    )
+    activate_tts: bool = Field(
+        default=False,
+        description="If true, sets this provider as the default TTS provider after upsert.",
+    )
+
+
+class VoiceProviderTestRequest(BaseModel):
+    """Request model for testing a voice provider connection."""
+
+    provider_type: str
+    api_key: str | None = Field(
+        default=None,
+        description="API key for testing. If not provided, use_stored_key must be true.",
+    )
+    use_stored_key: bool = Field(
+        default=False,
+        description="If true, use the stored API key for this provider type.",
+    )
+    api_base: str | None = None
+    custom_config: dict[str, Any] | None = None
+
+
+class SynthesizeRequest(BaseModel):
+    """Request model for text-to-speech synthesis."""
+
+    text: str = Field(..., min_length=1, max_length=4096)
+    voice: str | None = None
+    speed: float = Field(default=1.0, ge=0.5, le=2.0)

backend/onyx/server/manage/voice/user_api.py

@@ -0,0 +1,160 @@
+from fastapi import APIRouter
+from fastapi import Depends
+from fastapi import File
+from fastapi import HTTPException
+from fastapi import UploadFile
+from fastapi.responses import StreamingResponse
+from sqlalchemy.orm import Session
+
+from onyx.auth.users import current_user
+from onyx.db.engine.sql_engine import get_session
+from onyx.db.models import User
+from onyx.db.voice import fetch_default_stt_provider
+from onyx.db.voice import fetch_default_tts_provider
+from onyx.db.voice import update_user_voice_settings
+from onyx.server.manage.models import VoiceSettingsUpdateRequest
+from onyx.server.manage.voice.models import SynthesizeRequest
+from onyx.utils.logger import setup_logger
+from onyx.voice.factory import get_voice_provider
+
+logger = setup_logger()
+
+router = APIRouter(prefix="/voice")
+
+# Max audio file size: 25MB (Whisper limit)
+MAX_AUDIO_SIZE = 25 * 1024 * 1024
+
+
+@router.post("/transcribe")
+async def transcribe_audio(
+    audio: UploadFile = File(...),
+    _: User = Depends(current_user),
+    db_session: Session = Depends(get_session),
+) -> dict[str, str]:
+    """Transcribe audio to text using the default STT provider."""
+    provider_db = fetch_default_stt_provider(db_session)
+    if provider_db is None:
+        raise HTTPException(
+            status_code=400,
+            detail="No speech-to-text provider configured. Please contact your administrator.",
+        )
+
+    if not provider_db.api_key:
+        raise HTTPException(
+            status_code=400,
+            detail="Voice provider API key not configured.",
+        )
+
+    audio_data = await audio.read()
+    if len(audio_data) > MAX_AUDIO_SIZE:
+        raise HTTPException(
+            status_code=400,
+            detail=f"Audio file too large. Maximum size is {MAX_AUDIO_SIZE // (1024 * 1024)}MB.",
+        )
+
+    # Extract format from filename
+    filename = audio.filename or "audio.webm"
+    audio_format = filename.rsplit(".", 1)[-1] if "." in filename else "webm"
+
+    try:
+        provider = get_voice_provider(
+            provider_type=provider_db.provider_type,
+            api_key=provider_db.api_key.get_value(apply_mask=False),
+            api_base=provider_db.api_base,
+            custom_config=provider_db.custom_config or {},
+            stt_model=provider_db.stt_model,
+            tts_model=provider_db.tts_model,
+            default_voice=provider_db.default_voice,
+        )
+    except ValueError as exc:
+        raise HTTPException(status_code=500, detail=str(exc)) from exc
+
+    try:
+        text = await provider.transcribe(audio_data, audio_format)
+        return {"text": text}
+    except NotImplementedError as exc:
+        raise HTTPException(
+            status_code=501,
+            detail=f"Speech-to-text not implemented for {provider_db.provider_type}.",
+        ) from exc
+    except Exception as exc:
+        logger.error(f"Transcription failed: {exc}")
+        raise HTTPException(
+            status_code=500,
+            detail=f"Transcription failed: {str(exc)}",
+        ) from exc
+
+
+@router.post("/synthesize")
+async def synthesize_speech(
+    request: SynthesizeRequest,
+    user: User = Depends(current_user),
+    db_session: Session = Depends(get_session),
+) -> StreamingResponse:
+    """Synthesize text to speech using the default TTS provider."""
+    provider_db = fetch_default_tts_provider(db_session)
+    if provider_db is None:
+        raise HTTPException(
+            status_code=400,
+            detail="No text-to-speech provider configured. Please contact your administrator.",
+        )
+
+    if not provider_db.api_key:
+        raise HTTPException(
+            status_code=400,
+            detail="Voice provider API key not configured.",
+        )
+
+    # Use request voice, or user's preferred voice, or provider default
+    voice = request.voice or user.preferred_voice or provider_db.default_voice
+    speed = request.speed or user.voice_playback_speed or 1.0
+
+    try:
+        provider = get_voice_provider(
+            provider_type=provider_db.provider_type,
+            api_key=provider_db.api_key.get_value(apply_mask=False),
+            api_base=provider_db.api_base,
+            custom_config=provider_db.custom_config or {},
+            stt_model=provider_db.stt_model,
+            tts_model=provider_db.tts_model,
+            default_voice=provider_db.default_voice,
+        )
+    except ValueError as exc:
+        raise HTTPException(status_code=500, detail=str(exc)) from exc
+
+    async def audio_stream():
+        try:
+            async for chunk in provider.synthesize_stream(
+                text=request.text, voice=voice, speed=speed
+            ):
+                yield chunk
+        except NotImplementedError as exc:
+            logger.error(f"TTS not implemented: {exc}")
+            raise
+        except Exception as exc:
+            logger.error(f"Synthesis failed: {exc}")
+            raise
+
+    return StreamingResponse(
+        audio_stream(),
+        media_type="audio/mpeg",
+        headers={"Content-Disposition": "inline; filename=speech.mp3"},
+    )
+
+
+@router.patch("/settings")
+def update_voice_settings(
+    request: VoiceSettingsUpdateRequest,
+    user: User = Depends(current_user),
+    db_session: Session = Depends(get_session),
+) -> dict[str, str]:
+    """Update user's voice settings."""
+    update_user_voice_settings(
+        db_session=db_session,
+        user_id=user.id,
+        auto_send=request.auto_send,
+        auto_playback=request.auto_playback,
+        playback_speed=request.playback_speed,
+        preferred_voice=request.preferred_voice,
+    )
+    return {"status": "ok"}

backend/onyx/server/query_and_chat/session_loading.py

@@ -36,8 +36,6 @@ from onyx.server.query_and_chat.streaming_models import OpenUrlStart
 from onyx.server.query_and_chat.streaming_models import OpenUrlUrls
 from onyx.server.query_and_chat.streaming_models import OverallStop
 from onyx.server.query_and_chat.streaming_models import Packet
-from onyx.server.query_and_chat.streaming_models import PythonToolDelta
-from onyx.server.query_and_chat.streaming_models import PythonToolStart
 from onyx.server.query_and_chat.streaming_models import ReasoningDelta
 from onyx.server.query_and_chat.streaming_models import ReasoningStart
 from onyx.server.query_and_chat.streaming_models import ResearchAgentStart
@@ -52,7 +50,6 @@ from onyx.tools.tool_implementations.images.image_generation_tool import (
 )
 from onyx.tools.tool_implementations.memory.memory_tool import MemoryTool
 from onyx.tools.tool_implementations.open_url.open_url_tool import OpenURLTool
-from onyx.tools.tool_implementations.python.python_tool import PythonTool
 from onyx.tools.tool_implementations.search.search_tool import SearchTool
 from onyx.tools.tool_implementations.web_search.web_search_tool import WebSearchTool
 from onyx.utils.logger import setup_logger
@@ -380,37 +377,6 @@ def create_memory_packets(
     return packets
 
 
-def create_python_tool_packets(
-    code: str,
-    stdout: str,
-    stderr: str,
-    file_ids: list[str],
-    turn_index: int,
-    tab_index: int = 0,
-) -> list[Packet]:
-    """Recreate PythonToolStart + PythonToolDelta + SectionEnd from the stored
-    tool call data so the frontend can display both the code and its output
-    on page reload."""
-    packets: list[Packet] = []
-    placement = Placement(turn_index=turn_index, tab_index=tab_index)
-
-    packets.append(Packet(placement=placement, obj=PythonToolStart(code=code)))
-
-    packets.append(
-        Packet(
-            placement=placement,
-            obj=PythonToolDelta(
-                stdout=stdout,
-                stderr=stderr,
-                file_ids=file_ids,
-            ),
-        )
-    )
-
-    packets.append(Packet(placement=placement, obj=SectionEnd()))
-    return packets
-
-
 def create_search_packets(
     search_queries: list[str],
     search_docs: list[SavedSearchDoc],
@@ -620,41 +586,6 @@ def translate_assistant_message_to_packets(
                                 )
                             )
 
-                    elif tool.in_code_tool_id == PythonTool.__name__:
-                        code = cast(
-                            str,
-                            tool_call.tool_call_arguments.get("code", ""),
-                        )
-                        stdout = ""
-                        stderr = ""
-                        file_ids: list[str] = []
-                        if tool_call.tool_call_response:
-                            try:
-                                response_data = json.loads(tool_call.tool_call_response)
-                                stdout = response_data.get("stdout", "")
-                                stderr = response_data.get("stderr", "")
-                                generated_files = response_data.get(
-                                    "generated_files", []
-                                )
-                                file_ids = [
-                                    f.get("file_link", "").split("/")[-1]
-                                    for f in generated_files
-                                    if f.get("file_link")
-                                ]
-                            except (json.JSONDecodeError, KeyError):
-                                # Fall back to raw response as stdout
-                                stdout = tool_call.tool_call_response
-                        turn_tool_packets.extend(
-                            create_python_tool_packets(
-                                code=code,
-                                stdout=stdout,
-                                stderr=stderr,
-                                file_ids=file_ids,
-                                turn_index=turn_num,
-                                tab_index=tool_call.tab_index,
-                            )
-                        )
-
                     else:
                         # Custom tool or unknown tool
                         turn_tool_packets.extend(

backend/onyx/server/saml.py

@@ -24,7 +24,6 @@ from onyx.auth.users import get_user_manager
 from onyx.auth.users import UserManager
 from onyx.configs.app_configs import REQUIRE_EMAIL_VERIFICATION
 from onyx.configs.app_configs import SAML_CONF_DIR
-from onyx.configs.app_configs import WEB_DOMAIN
 from onyx.db.auth import get_user_count
 from onyx.db.auth import get_user_db
 from onyx.db.engine.async_sql_engine import get_async_session_context_manager
@@ -124,12 +123,9 @@ async def prepare_from_fastapi_request(request: Request) -> dict[str, Any]:
     if request.client is None:
         raise ValueError("Invalid request for SAML")
 
-    # Derive http_host and server_port from WEB_DOMAIN (a trusted env var)
-    # instead of X-Forwarded-* headers, which can be spoofed by an attacker
-    # to poison SAML redirect URLs (host header poisoning).
-    parsed_domain = urlparse(WEB_DOMAIN)
-    http_host = parsed_domain.hostname or request.client.host
-    server_port = parsed_domain.port or (443 if parsed_domain.scheme == "https" else 80)
+    # Use X-Forwarded headers if available
+    http_host = request.headers.get("X-Forwarded-Host") or request.client.host
+    server_port = request.headers.get("X-Forwarded-Port") or request.url.port
 
     rv: dict[str, Any] = {
         "http_host": http_host,

backend/onyx/server/settings/models.py

@@ -55,9 +55,7 @@ class Settings(BaseModel):
     gpu_enabled: bool | None = None
     application_status: ApplicationStatus = ApplicationStatus.ACTIVE
     anonymous_user_enabled: bool | None = None
-    invite_only_enabled: bool = False
     deep_research_enabled: bool | None = None
-    search_ui_enabled: bool | None = None
 
     # Enterprise features flag - set by license enforcement at runtime
     # When LICENSE_ENFORCEMENT_ENABLED=true, this reflects license status

backend/onyx/tools/models.py

@@ -199,12 +199,6 @@ class PythonToolOverrideKwargs(BaseModel):
     chat_files: list[ChatFile] = []
 
 
-class ImageGenerationToolOverrideKwargs(BaseModel):
-    """Override kwargs for image generation tool calls."""
-
-    recent_generated_image_file_ids: list[str] = []
-
-
 class SearchToolRunContext(BaseModel):
     emitter: Emitter
 

backend/onyx/tools/tool_constructor.py

@@ -171,8 +171,10 @@ def construct_tools(
                 if not search_tool_config:
                     search_tool_config = SearchToolConfig()
 
+                # TODO concerning passing the db_session here.
                 search_tool = SearchTool(
                     tool_id=db_tool_model.id,
+                    db_session=db_session,
                     emitter=emitter,
                     user=user,
                     persona=persona,
@@ -420,6 +422,7 @@ def construct_tools(
 
         search_tool = SearchTool(
             tool_id=search_tool_db_model.id,
+            db_session=db_session,
             emitter=emitter,
             user=user,
             persona=persona,

backend/onyx/tools/tool_implementations/images/image_generation_tool.py

@@ -11,14 +11,11 @@ from onyx.chat.emitter import Emitter
 from onyx.configs.app_configs import IMAGE_MODEL_NAME
 from onyx.configs.app_configs import IMAGE_MODEL_PROVIDER
 from onyx.db.image_generation import get_default_image_generation_config
-from onyx.file_store.models import ChatFileType
 from onyx.file_store.utils import build_frontend_file_url
-from onyx.file_store.utils import load_chat_file_by_id
 from onyx.file_store.utils import save_files
 from onyx.image_gen.factory import get_image_generation_provider
 from onyx.image_gen.factory import validate_credentials
 from onyx.image_gen.interfaces import ImageGenerationProviderCredentials
-from onyx.image_gen.interfaces import ReferenceImage
 from onyx.server.query_and_chat.placement import Placement
 from onyx.server.query_and_chat.streaming_models import GeneratedImage
 from onyx.server.query_and_chat.streaming_models import ImageGenerationFinal
@@ -26,7 +23,6 @@ from onyx.server.query_and_chat.streaming_models import ImageGenerationToolHeart
 from onyx.server.query_and_chat.streaming_models import ImageGenerationToolStart
 from onyx.server.query_and_chat.streaming_models import Packet
 from onyx.tools.interface import Tool
-from onyx.tools.models import ImageGenerationToolOverrideKwargs
 from onyx.tools.models import ToolCallException
 from onyx.tools.models import ToolExecutionException
 from onyx.tools.models import ToolResponse
@@ -35,7 +31,6 @@ from onyx.tools.tool_implementations.images.models import (
 )
 from onyx.tools.tool_implementations.images.models import ImageGenerationResponse
 from onyx.tools.tool_implementations.images.models import ImageShape
-from onyx.utils.b64 import get_image_type_from_bytes
 from onyx.utils.logger import setup_logger
 from onyx.utils.threadpool_concurrency import run_functions_tuples_in_parallel
 
@@ -45,10 +40,10 @@ logger = setup_logger()
 HEARTBEAT_INTERVAL = 5.0
 
 PROMPT_FIELD = "prompt"
-REFERENCE_IMAGE_FILE_IDS_FIELD = "reference_image_file_ids"
 
 
-class ImageGenerationTool(Tool[ImageGenerationToolOverrideKwargs | None]):
+# override_kwargs is not supported for image generation tools
+class ImageGenerationTool(Tool[None]):
     NAME = "generate_image"
     DESCRIPTION = "Generate an image based on a prompt. Do not use unless the user specifically requests an image."
     DISPLAY_NAME = "Image Generation"
@@ -64,7 +59,6 @@ class ImageGenerationTool(Tool[ImageGenerationToolOverrideKwargs | None]):
     ) -> None:
         super().__init__(emitter=emitter)
         self.model = model
-        self.provider = provider
         self.num_imgs = num_imgs
 
         self.img_provider = get_image_generation_provider(
@@ -139,16 +133,6 @@ class ImageGenerationTool(Tool[ImageGenerationToolOverrideKwargs | None]):
                             ),
                             "enum": [shape.value for shape in ImageShape],
                         },
-                        REFERENCE_IMAGE_FILE_IDS_FIELD: {
-                            "type": "array",
-                            "description": (
-                                "Optional image file IDs to use as reference context for edits/variations. "
-                                "Use the file_id values returned by previous generate_image calls."
-                            ),
-                            "items": {
-                                "type": "string",
-                            },
-                        },
                     },
                     "required": [PROMPT_FIELD],
                 },
@@ -164,10 +148,7 @@ class ImageGenerationTool(Tool[ImageGenerationToolOverrideKwargs | None]):
         )
 
     def _generate_image(
-        self,
-        prompt: str,
-        shape: ImageShape,
-        reference_images: list[ReferenceImage] | None = None,
+        self, prompt: str, shape: ImageShape
     ) -> tuple[ImageGenerationResponse, Any]:
         if shape == ImageShape.LANDSCAPE:
             if "gpt-image-1" in self.model:
@@ -188,7 +169,6 @@ class ImageGenerationTool(Tool[ImageGenerationToolOverrideKwargs | None]):
                 model=self.model,
                 size=size,
                 n=1,
-                reference_images=reference_images,
                 # response_format parameter is not supported for gpt-image-1
                 response_format=None if "gpt-image-1" in self.model else "b64_json",
             )
@@ -251,117 +231,10 @@ class ImageGenerationTool(Tool[ImageGenerationToolOverrideKwargs | None]):
                 emit_error_packet=True,
             )
 
-    def _resolve_reference_image_file_ids(
-        self,
-        llm_kwargs: dict[str, Any],
-        override_kwargs: ImageGenerationToolOverrideKwargs | None,
-    ) -> list[str]:
-        raw_reference_ids = llm_kwargs.get(REFERENCE_IMAGE_FILE_IDS_FIELD)
-        if raw_reference_ids is not None:
-            if not isinstance(raw_reference_ids, list) or not all(
-                isinstance(file_id, str) for file_id in raw_reference_ids
-            ):
-                raise ToolCallException(
-                    message=(
-                        f"Invalid {REFERENCE_IMAGE_FILE_IDS_FIELD}: expected array of strings, "
-                        f"got {type(raw_reference_ids)}"
-                    ),
-                    llm_facing_message=(
-                        f"The '{REFERENCE_IMAGE_FILE_IDS_FIELD}' field must be an array of file_id strings."
-                    ),
-                )
-            reference_image_file_ids = [
-                file_id.strip() for file_id in raw_reference_ids if file_id.strip()
-            ]
-        elif (
-            override_kwargs
-            and override_kwargs.recent_generated_image_file_ids
-            and self.img_provider.supports_reference_images
-        ):
-            # If no explicit reference was provided, default to the most recently generated image.
-            reference_image_file_ids = [
-                override_kwargs.recent_generated_image_file_ids[-1]
-            ]
-        else:
-            reference_image_file_ids = []
-
-        # Deduplicate while preserving order.
-        deduped_reference_image_ids: list[str] = []
-        seen_ids: set[str] = set()
-        for file_id in reference_image_file_ids:
-            if file_id in seen_ids:
-                continue
-            seen_ids.add(file_id)
-            deduped_reference_image_ids.append(file_id)
-
-        if not deduped_reference_image_ids:
-            return []
-
-        if not self.img_provider.supports_reference_images:
-            raise ToolCallException(
-                message=(
-                    f"Reference images requested but provider '{self.provider}' "
-                    "does not support image-editing context."
-                ),
-                llm_facing_message=(
-                    "This image provider does not support editing from previous image context. "
-                    "Try text-only generation, or switch to a provider/model that supports image edits."
-                ),
-            )
-
-        max_reference_images = self.img_provider.max_reference_images
-        if max_reference_images > 0:
-            return deduped_reference_image_ids[-max_reference_images:]
-        return deduped_reference_image_ids
-
-    def _load_reference_images(
-        self,
-        reference_image_file_ids: list[str],
-    ) -> list[ReferenceImage]:
-        reference_images: list[ReferenceImage] = []
-
-        for file_id in reference_image_file_ids:
-            try:
-                loaded_file = load_chat_file_by_id(file_id)
-            except Exception as e:
-                raise ToolCallException(
-                    message=f"Could not load reference image file '{file_id}': {e}",
-                    llm_facing_message=(
-                        f"Reference image file '{file_id}' could not be loaded. "
-                        "Use file_id values returned by previous generate_image calls."
-                    ),
-                )
-
-            if loaded_file.file_type != ChatFileType.IMAGE:
-                raise ToolCallException(
-                    message=f"Reference file '{file_id}' is not an image",
-                    llm_facing_message=f"Reference file '{file_id}' is not an image.",
-                )
-
-            try:
-                mime_type = get_image_type_from_bytes(loaded_file.content)
-            except Exception as e:
-                raise ToolCallException(
-                    message=f"Unsupported reference image format for '{file_id}': {e}",
-                    llm_facing_message=(
-                        f"Reference image '{file_id}' has an unsupported format. "
-                        "Only PNG, JPEG, GIF, and WEBP are supported."
-                    ),
-                )
-
-            reference_images.append(
-                ReferenceImage(
-                    data=loaded_file.content,
-                    mime_type=mime_type,
-                )
-            )
-
-        return reference_images
-
     def run(
         self,
         placement: Placement,
-        override_kwargs: ImageGenerationToolOverrideKwargs | None = None,
+        override_kwargs: None = None,  # noqa: ARG002
         **llm_kwargs: Any,
     ) -> ToolResponse:
         if PROMPT_FIELD not in llm_kwargs:
@@ -374,11 +247,6 @@ class ImageGenerationTool(Tool[ImageGenerationToolOverrideKwargs | None]):
             )
         prompt = cast(str, llm_kwargs[PROMPT_FIELD])
         shape = ImageShape(llm_kwargs.get("shape", ImageShape.SQUARE.value))
-        reference_image_file_ids = self._resolve_reference_image_file_ids(
-            llm_kwargs=llm_kwargs,
-            override_kwargs=override_kwargs,
-        )
-        reference_images = self._load_reference_images(reference_image_file_ids)
 
         # Use threading to generate images in parallel while emitting heartbeats
         results: list[tuple[ImageGenerationResponse, Any] | None] = [
@@ -399,7 +267,6 @@ class ImageGenerationTool(Tool[ImageGenerationToolOverrideKwargs | None]):
                                 (
                                     prompt,
                                     shape,
-                                    reference_images or None,
                                 ),
                             )
                             for _ in range(self.num_imgs)
@@ -480,7 +347,6 @@ class ImageGenerationTool(Tool[ImageGenerationToolOverrideKwargs | None]):
         llm_facing_response = json.dumps(
             [
                 {
-                    "file_id": img.file_id,
                     "revised_prompt": img.revised_prompt,
                 }
                 for img in generated_images_metadata

backend/onyx/tools/tool_implementations/open_url/onyx_web_crawler.py

@@ -1,7 +1,6 @@
 from __future__ import annotations
 
 from collections.abc import Sequence
-from concurrent.futures import ThreadPoolExecutor
 
 from onyx.file_processing.html_utils import ParsedHTML
 from onyx.file_processing.html_utils import web_html_cleanup
@@ -22,22 +21,10 @@ from onyx.utils.web_content import title_from_url
 
 logger = setup_logger()
 
-DEFAULT_READ_TIMEOUT_SECONDS = 15
-DEFAULT_CONNECT_TIMEOUT_SECONDS = 5
+DEFAULT_TIMEOUT_SECONDS = 15
 DEFAULT_USER_AGENT = "OnyxWebCrawler/1.0 (+https://www.onyx.app)"
 DEFAULT_MAX_PDF_SIZE_BYTES = 50 * 1024 * 1024  # 50 MB
 DEFAULT_MAX_HTML_SIZE_BYTES = 20 * 1024 * 1024  # 20 MB
-DEFAULT_MAX_WORKERS = 5
-
-
-def _failed_result(url: str) -> WebContent:
-    return WebContent(
-        title="",
-        link=url,
-        full_content="",
-        published_date=None,
-        scrape_successful=False,
-    )
 
 
 class OnyxWebCrawler(WebContentProvider):
@@ -50,14 +37,12 @@ class OnyxWebCrawler(WebContentProvider):
     def __init__(
         self,
         *,
-        timeout_seconds: int = DEFAULT_READ_TIMEOUT_SECONDS,
-        connect_timeout_seconds: int = DEFAULT_CONNECT_TIMEOUT_SECONDS,
+        timeout_seconds: int = DEFAULT_TIMEOUT_SECONDS,
         user_agent: str = DEFAULT_USER_AGENT,
         max_pdf_size_bytes: int | None = None,
         max_html_size_bytes: int | None = None,
     ) -> None:
-        self._read_timeout_seconds = timeout_seconds
-        self._connect_timeout_seconds = connect_timeout_seconds
+        self._timeout_seconds = timeout_seconds
         self._max_pdf_size_bytes = max_pdf_size_bytes
         self._max_html_size_bytes = max_html_size_bytes
         self._headers = {
@@ -66,68 +51,75 @@ class OnyxWebCrawler(WebContentProvider):
         }
 
     def contents(self, urls: Sequence[str]) -> list[WebContent]:
-        if not urls:
-            return []
-
-        max_workers = min(DEFAULT_MAX_WORKERS, len(urls))
-        with ThreadPoolExecutor(max_workers=max_workers) as executor:
-            return list(executor.map(self._fetch_url_safe, urls))
-
-    def _fetch_url_safe(self, url: str) -> WebContent:
-        """Wrapper that catches all exceptions so one bad URL doesn't kill the batch."""
-        try:
-            return self._fetch_url(url)
-        except Exception as exc:
-            logger.warning(
-                "Onyx crawler unexpected error for %s (%s)",
-                url,
-                exc.__class__.__name__,
-            )
-            return _failed_result(url)
+        results: list[WebContent] = []
+        for url in urls:
+            results.append(self._fetch_url(url))
+        return results
 
     def _fetch_url(self, url: str) -> WebContent:
         try:
+            # Use SSRF-safe request to prevent DNS rebinding attacks
             response = ssrf_safe_get(
-                url,
-                headers=self._headers,
-                timeout=(self._connect_timeout_seconds, self._read_timeout_seconds),
+                url, headers=self._headers, timeout=self._timeout_seconds
             )
         except SSRFException as exc:
             logger.error(
-                "SSRF protection blocked request to %s (%s)",
+                "SSRF protection blocked request to %s: %s",
                 url,
-                exc.__class__.__name__,
+                str(exc),
             )
-            return _failed_result(url)
-        except Exception as exc:
+            return WebContent(
+                title="",
+                link=url,
+                full_content="",
+                published_date=None,
+                scrape_successful=False,
+            )
+        except Exception as exc:  # pragma: no cover - network failures vary
             logger.warning(
                 "Onyx crawler failed to fetch %s (%s)",
                 url,
                 exc.__class__.__name__,
             )
-            return _failed_result(url)
+            return WebContent(
+                title="",
+                link=url,
+                full_content="",
+                published_date=None,
+                scrape_successful=False,
+            )
 
         if response.status_code >= 400:
             logger.warning("Onyx crawler received %s for %s", response.status_code, url)
-            return _failed_result(url)
+            return WebContent(
+                title="",
+                link=url,
+                full_content="",
+                published_date=None,
+                scrape_successful=False,
+            )
 
         content_type = response.headers.get("Content-Type", "")
-        content = response.content
-
-        content_sniff = content[:1024] if content else None
+        content_sniff = response.content[:1024] if response.content else None
         if is_pdf_resource(url, content_type, content_sniff):
             if (
                 self._max_pdf_size_bytes is not None
-                and len(content) > self._max_pdf_size_bytes
+                and len(response.content) > self._max_pdf_size_bytes
             ):
                 logger.warning(
                     "PDF content too large (%d bytes) for %s, max is %d",
-                    len(content),
+                    len(response.content),
                     url,
                     self._max_pdf_size_bytes,
                 )
-                return _failed_result(url)
-            text_content, metadata = extract_pdf_text(content)
+                return WebContent(
+                    title="",
+                    link=url,
+                    full_content="",
+                    published_date=None,
+                    scrape_successful=False,
+                )
+            text_content, metadata = extract_pdf_text(response.content)
             title = title_from_pdf_metadata(metadata) or title_from_url(url)
             return WebContent(
                 title=title,
@@ -139,19 +131,25 @@ class OnyxWebCrawler(WebContentProvider):
 
         if (
             self._max_html_size_bytes is not None
-            and len(content) > self._max_html_size_bytes
+            and len(response.content) > self._max_html_size_bytes
         ):
             logger.warning(
                 "HTML content too large (%d bytes) for %s, max is %d",
-                len(content),
+                len(response.content),
                 url,
                 self._max_html_size_bytes,
             )
-            return _failed_result(url)
+            return WebContent(
+                title="",
+                link=url,
+                full_content="",
+                published_date=None,
+                scrape_successful=False,
+            )
 
         try:
             decoded_html = decode_html_bytes(
-                content,
+                response.content,
                 content_type=content_type,
                 fallback_encoding=response.apparent_encoding or response.encoding,
             )

backend/onyx/tools/tool_implementations/web_search/clients/brave_client.py

@@ -1,260 +0,0 @@
-from __future__ import annotations
-
-from typing import Any
-
-import requests
-from fastapi import HTTPException
-
-from onyx.tools.tool_implementations.web_search.models import (
-    WebSearchProvider,
-)
-from onyx.tools.tool_implementations.web_search.models import WebSearchResult
-from onyx.utils.logger import setup_logger
-from onyx.utils.retry_wrapper import retry_builder
-
-logger = setup_logger()
-
-BRAVE_WEB_SEARCH_URL = "https://api.search.brave.com/res/v1/web/search"
-BRAVE_MAX_RESULTS_PER_REQUEST = 20
-BRAVE_SAFESEARCH_OPTIONS = {"off", "moderate", "strict"}
-BRAVE_FRESHNESS_OPTIONS = {"pd", "pw", "pm", "py"}
-
-
-class RetryableBraveSearchError(Exception):
-    """Error type used to trigger retry for transient Brave search failures."""
-
-
-class BraveClient(WebSearchProvider):
-    def __init__(
-        self,
-        api_key: str,
-        *,
-        num_results: int = 10,
-        timeout_seconds: int = 10,
-        country: str | None = None,
-        search_lang: str | None = None,
-        ui_lang: str | None = None,
-        safesearch: str | None = None,
-        freshness: str | None = None,
-    ) -> None:
-        if timeout_seconds <= 0:
-            raise ValueError("Brave provider config 'timeout_seconds' must be > 0.")
-
-        self._headers = {
-            "Accept": "application/json",
-            "X-Subscription-Token": api_key,
-        }
-        logger.debug(f"Count of results passed to BraveClient: {num_results}")
-        self._num_results = max(1, min(num_results, BRAVE_MAX_RESULTS_PER_REQUEST))
-        self._timeout_seconds = timeout_seconds
-        self._country = _normalize_country(country)
-        self._search_lang = _normalize_language_code(
-            search_lang, field_name="search_lang"
-        )
-        self._ui_lang = _normalize_language_code(ui_lang, field_name="ui_lang")
-        self._safesearch = _normalize_option(
-            safesearch,
-            field_name="safesearch",
-            allowed_values=BRAVE_SAFESEARCH_OPTIONS,
-        )
-        self._freshness = _normalize_option(
-            freshness,
-            field_name="freshness",
-            allowed_values=BRAVE_FRESHNESS_OPTIONS,
-        )
-
-    def _build_search_params(self, query: str) -> dict[str, str]:
-        params = {
-            "q": query,
-            "count": str(self._num_results),
-        }
-        if self._country:
-            params["country"] = self._country
-        if self._search_lang:
-            params["search_lang"] = self._search_lang
-        if self._ui_lang:
-            params["ui_lang"] = self._ui_lang
-        if self._safesearch:
-            params["safesearch"] = self._safesearch
-        if self._freshness:
-            params["freshness"] = self._freshness
-        return params
-
-    @retry_builder(
-        tries=3,
-        delay=1,
-        backoff=2,
-        exceptions=(RetryableBraveSearchError,),
-    )
-    def _search_with_retries(self, query: str) -> list[WebSearchResult]:
-        params = self._build_search_params(query)
-
-        try:
-            response = requests.get(
-                BRAVE_WEB_SEARCH_URL,
-                headers=self._headers,
-                params=params,
-                timeout=self._timeout_seconds,
-            )
-        except requests.RequestException as exc:
-            raise RetryableBraveSearchError(
-                f"Brave search request failed: {exc}"
-            ) from exc
-
-        try:
-            response.raise_for_status()
-        except requests.HTTPError as exc:
-            error_msg = _build_error_message(response)
-            if _is_retryable_status(response.status_code):
-                raise RetryableBraveSearchError(error_msg) from exc
-            raise ValueError(error_msg) from exc
-
-        data = response.json()
-        web_results = (data.get("web") or {}).get("results") or []
-
-        results: list[WebSearchResult] = []
-        for result in web_results:
-            if not isinstance(result, dict):
-                continue
-
-            link = _clean_string(result.get("url"))
-            if not link:
-                continue
-
-            title = _clean_string(result.get("title"))
-            description = _clean_string(result.get("description"))
-
-            results.append(
-                WebSearchResult(
-                    title=title,
-                    link=link,
-                    snippet=description,
-                    author=None,
-                    published_date=None,
-                )
-            )
-
-        return results
-
-    def search(self, query: str) -> list[WebSearchResult]:
-        try:
-            return self._search_with_retries(query)
-        except RetryableBraveSearchError as exc:
-            raise ValueError(str(exc)) from exc
-
-    def test_connection(self) -> dict[str, str]:
-        try:
-            test_results = self.search("test")
-            if not test_results or not any(result.link for result in test_results):
-                raise HTTPException(
-                    status_code=400,
-                    detail="Brave API key validation failed: search returned no results.",
-                )
-        except HTTPException:
-            raise
-        except (ValueError, requests.RequestException) as e:
-            error_msg = str(e)
-            lower = error_msg.lower()
-            if (
-                "status 401" in lower
-                or "status 403" in lower
-                or "api key" in lower
-                or "auth" in lower
-            ):
-                raise HTTPException(
-                    status_code=400,
-                    detail=f"Invalid Brave API key: {error_msg}",
-                ) from e
-            if "status 429" in lower or "rate limit" in lower:
-                raise HTTPException(
-                    status_code=400,
-                    detail=f"Brave API rate limit exceeded: {error_msg}",
-                ) from e
-            raise HTTPException(
-                status_code=400,
-                detail=f"Brave API key validation failed: {error_msg}",
-            ) from e
-
-        logger.info("Web search provider test succeeded for Brave.")
-        return {"status": "ok"}
-
-
-def _build_error_message(response: requests.Response) -> str:
-    return (
-        "Brave search failed "
-        f"(status {response.status_code}): {_extract_error_detail(response)}"
-    )
-
-
-def _extract_error_detail(response: requests.Response) -> str:
-    try:
-        payload: Any = response.json()
-    except Exception:
-        text = response.text.strip()
-        return text[:200] if text else "No error details"
-
-    if isinstance(payload, dict):
-        error = payload.get("error")
-        if isinstance(error, dict):
-            detail = error.get("detail") or error.get("message")
-            if isinstance(detail, str):
-                return detail
-        if isinstance(error, str):
-            return error
-
-        message = payload.get("message")
-        if isinstance(message, str):
-            return message
-
-    return str(payload)[:200]
-
-
-def _is_retryable_status(status_code: int) -> bool:
-    return status_code == 429 or status_code >= 500
-
-
-def _clean_string(value: Any) -> str:
-    return value.strip() if isinstance(value, str) else ""
-
-
-def _normalize_country(country: str | None) -> str | None:
-    if country is None:
-        return None
-    normalized = country.strip().upper()
-    if not normalized:
-        return None
-    if len(normalized) != 2 or not normalized.isalpha():
-        raise ValueError(
-            "Brave provider config 'country' must be a 2-letter ISO country code."
-        )
-    return normalized
-
-
-def _normalize_language_code(value: str | None, *, field_name: str) -> str | None:
-    if value is None:
-        return None
-    normalized = value.strip()
-    if not normalized:
-        return None
-    if len(normalized) > 20:
-        raise ValueError(f"Brave provider config '{field_name}' is too long.")
-    return normalized
-
-
-def _normalize_option(
-    value: str | None,
-    *,
-    field_name: str,
-    allowed_values: set[str],
-) -> str | None:
-    if value is None:
-        return None
-    normalized = value.strip().lower()
-    if not normalized:
-        return None
-    if normalized not in allowed_values:
-        allowed = ", ".join(sorted(allowed_values))
-        raise ValueError(
-            f"Brave provider config '{field_name}' must be one of: {allowed}."
-        )
-    return normalized

backend/onyx/tools/tool_implementations/web_search/providers.py

@@ -13,9 +13,6 @@ from onyx.tools.tool_implementations.open_url.onyx_web_crawler import (
     DEFAULT_MAX_PDF_SIZE_BYTES,
 )
 from onyx.tools.tool_implementations.open_url.onyx_web_crawler import OnyxWebCrawler
-from onyx.tools.tool_implementations.web_search.clients.brave_client import (
-    BraveClient,
-)
 from onyx.tools.tool_implementations.web_search.clients.exa_client import (
     ExaClient,
 )
@@ -38,28 +35,6 @@ from shared_configs.enums import WebSearchProviderType
 logger = setup_logger()
 
 
-def _parse_positive_int_config(
-    *,
-    raw_value: str | None,
-    default: int,
-    provider_name: str,
-    config_key: str,
-) -> int:
-    if not raw_value:
-        return default
-    try:
-        value = int(raw_value)
-    except ValueError as exc:
-        raise ValueError(
-            f"{provider_name} provider config '{config_key}' must be an integer."
-        ) from exc
-    if value <= 0:
-        raise ValueError(
-            f"{provider_name} provider config '{config_key}' must be greater than 0."
-        )
-    return value
-
-
 def provider_requires_api_key(provider_type: WebSearchProviderType) -> bool:
     """Return True if the given provider type requires an API key.
     This list is most likely just going to contain SEARXNG. The way it works is that it uses public search engines that do not
@@ -92,22 +67,6 @@ def build_search_provider_from_config(
 
     if provider_type == WebSearchProviderType.EXA:
         return ExaClient(api_key=api_key, num_results=num_results)
-    if provider_type == WebSearchProviderType.BRAVE:
-        return BraveClient(
-            api_key=api_key,
-            num_results=num_results,
-            timeout_seconds=_parse_positive_int_config(
-                raw_value=config.get("timeout_seconds"),
-                default=10,
-                provider_name="Brave",
-                config_key="timeout_seconds",
-            ),
-            country=config.get("country"),
-            search_lang=config.get("search_lang"),
-            ui_lang=config.get("ui_lang"),
-            safesearch=config.get("safesearch"),
-            freshness=config.get("freshness"),
-        )
     if provider_type == WebSearchProviderType.SERPER:
         return SerperClient(api_key=api_key, num_results=num_results)
     if provider_type == WebSearchProviderType.GOOGLE_PSE:

backend/onyx/tools/tool_runner.py

@@ -1,4 +1,3 @@
-import json
 import traceback
 from collections import defaultdict
 from typing import Any
@@ -14,7 +13,6 @@ from onyx.server.query_and_chat.streaming_models import SectionEnd
 from onyx.tools.interface import Tool
 from onyx.tools.models import ChatFile
 from onyx.tools.models import ChatMinimalTextMessage
-from onyx.tools.models import ImageGenerationToolOverrideKwargs
 from onyx.tools.models import OpenURLToolOverrideKwargs
 from onyx.tools.models import ParallelToolCallResponse
 from onyx.tools.models import PythonToolOverrideKwargs
@@ -24,9 +22,6 @@ from onyx.tools.models import ToolCallKickoff
 from onyx.tools.models import ToolExecutionException
 from onyx.tools.models import ToolResponse
 from onyx.tools.models import WebSearchToolOverrideKwargs
-from onyx.tools.tool_implementations.images.image_generation_tool import (
-    ImageGenerationTool,
-)
 from onyx.tools.tool_implementations.memory.memory_tool import MemoryTool
 from onyx.tools.tool_implementations.memory.memory_tool import MemoryToolOverrideKwargs
 from onyx.tools.tool_implementations.open_url.open_url_tool import OpenURLTool
@@ -110,63 +105,6 @@ def _merge_tool_calls(tool_calls: list[ToolCallKickoff]) -> list[ToolCallKickoff
     return merged_calls
 
 
-def _extract_image_file_ids_from_tool_response_message(
-    message: str,
-) -> list[str]:
-    try:
-        parsed_message = json.loads(message)
-    except json.JSONDecodeError:
-        return []
-
-    parsed_items: list[Any] = (
-        parsed_message if isinstance(parsed_message, list) else [parsed_message]
-    )
-    file_ids: list[str] = []
-    for item in parsed_items:
-        if not isinstance(item, dict):
-            continue
-
-        file_id = item.get("file_id")
-        if isinstance(file_id, str):
-            file_ids.append(file_id)
-
-    return file_ids
-
-
-def _extract_recent_generated_image_file_ids(
-    message_history: list[ChatMessageSimple],
-) -> list[str]:
-    tool_name_by_tool_call_id: dict[str, str] = {}
-    recent_image_file_ids: list[str] = []
-    seen_file_ids: set[str] = set()
-
-    for message in message_history:
-        if message.message_type == MessageType.ASSISTANT and message.tool_calls:
-            for tool_call in message.tool_calls:
-                tool_name_by_tool_call_id[tool_call.tool_call_id] = tool_call.tool_name
-            continue
-
-        if (
-            message.message_type != MessageType.TOOL_CALL_RESPONSE
-            or not message.tool_call_id
-        ):
-            continue
-
-        tool_name = tool_name_by_tool_call_id.get(message.tool_call_id)
-        if tool_name != ImageGenerationTool.NAME:
-            continue
-
-        for file_id in _extract_image_file_ids_from_tool_response_message(
-            message.message
-        ):
-            if file_id in seen_file_ids:
-                continue
-            seen_file_ids.add(file_id)
-            recent_image_file_ids.append(file_id)
-
-    return recent_image_file_ids
-
-
 def _safe_run_single_tool(
     tool: Tool,
     tool_call: ToolCallKickoff,
@@ -386,9 +324,6 @@ def run_tool_calls(
     url_to_citation: dict[str, int] = {
         url: citation_num for citation_num, url in citation_mapping.items()
     }
-    recent_generated_image_file_ids = _extract_recent_generated_image_file_ids(
-        message_history
-    )
 
     # Prepare all tool calls with their override_kwargs
     # Each tool gets a unique starting citation number to avoid conflicts when running in parallel
@@ -405,7 +340,6 @@ def run_tool_calls(
             | WebSearchToolOverrideKwargs
             | OpenURLToolOverrideKwargs
             | PythonToolOverrideKwargs
-            | ImageGenerationToolOverrideKwargs
             | MemoryToolOverrideKwargs
             | None
         ) = None
@@ -454,10 +388,6 @@ def run_tool_calls(
             override_kwargs = PythonToolOverrideKwargs(
                 chat_files=chat_files or [],
             )
-        elif isinstance(tool, ImageGenerationTool):
-            override_kwargs = ImageGenerationToolOverrideKwargs(
-                recent_generated_image_file_ids=recent_generated_image_file_ids
-            )
         elif isinstance(tool, MemoryTool):
             override_kwargs = MemoryToolOverrideKwargs(
                 user_name=(

backend/onyx/utils/url.py

@@ -146,7 +146,7 @@ MAX_REDIRECTS = 10
 def _make_ssrf_safe_request(
     url: str,
     headers: dict[str, str] | None = None,
-    timeout: float | tuple[float, float] = 15,
+    timeout: int = 15,
     **kwargs: Any,
 ) -> requests.Response:
     """
@@ -204,7 +204,7 @@ def _make_ssrf_safe_request(
 def ssrf_safe_get(
     url: str,
     headers: dict[str, str] | None = None,
-    timeout: float | tuple[float, float] = 15,
+    timeout: int = 15,
     follow_redirects: bool = True,
     **kwargs: Any,
 ) -> requests.Response:

backend/onyx/voice/factory.py

@@ -0,0 +1,54 @@
+from onyx.db.models import VoiceProvider
+from onyx.voice.interface import VoiceProviderInterface
+
+
+def get_voice_provider(provider: VoiceProvider) -> VoiceProviderInterface:
+    """
+    Factory function to get the appropriate voice provider implementation.
+
+    Args:
+        provider: VoiceProvider database model instance
+
+    Returns:
+        VoiceProviderInterface implementation
+
+    Raises:
+        ValueError: If provider_type is not supported
+    """
+    provider_type = provider.provider_type.lower()
+
+    if provider_type == "openai":
+        from onyx.voice.providers.openai import OpenAIVoiceProvider
+
+        return OpenAIVoiceProvider(
+            api_key=provider.api_key,
+            api_base=provider.api_base,
+            stt_model=provider.stt_model,
+            tts_model=provider.tts_model,
+            default_voice=provider.default_voice,
+        )
+
+    elif provider_type == "azure":
+        from onyx.voice.providers.azure import AzureVoiceProvider
+
+        return AzureVoiceProvider(
+            api_key=provider.api_key,
+            custom_config=provider.custom_config or {},
+            stt_model=provider.stt_model,
+            tts_model=provider.tts_model,
+            default_voice=provider.default_voice,
+        )
+
+    elif provider_type == "elevenlabs":
+        from onyx.voice.providers.elevenlabs import ElevenLabsVoiceProvider
+
+        return ElevenLabsVoiceProvider(
+            api_key=provider.api_key,
+            api_base=provider.api_base,
+            stt_model=provider.stt_model,
+            tts_model=provider.tts_model,
+            default_voice=provider.default_voice,
+        )
+
+    else:
+        raise ValueError(f"Unsupported voice provider type: {provider_type}")

backend/onyx/voice/interface.py

@@ -0,0 +1,65 @@
+from abc import ABC
+from abc import abstractmethod
+from collections.abc import AsyncIterator
+
+
+class VoiceProviderInterface(ABC):
+    """Abstract base class for voice providers (STT and TTS)."""
+
+    @abstractmethod
+    async def transcribe(self, audio_data: bytes, audio_format: str) -> str:
+        """
+        Convert audio to text (Speech-to-Text).
+
+        Args:
+            audio_data: Raw audio bytes
+            audio_format: Audio format (e.g., "webm", "wav", "mp3")
+
+        Returns:
+            Transcribed text
+        """
+
+    @abstractmethod
+    async def synthesize_stream(
+        self, text: str, voice: str, speed: float = 1.0
+    ) -> AsyncIterator[bytes]:
+        """
+        Convert text to audio stream (Text-to-Speech).
+
+        Streams audio chunks progressively for lower latency playback.
+
+        Args:
+            text: Text to convert to speech
+            voice: Voice identifier (e.g., "alloy", "echo")
+            speed: Playback speed multiplier (0.25 to 4.0)
+
+        Yields:
+            Audio data chunks
+        """
+
+    @abstractmethod
+    def get_available_voices(self) -> list[dict[str, str]]:
+        """
+        Get list of available voices for this provider.
+
+        Returns:
+            List of voice dictionaries with 'id' and 'name' keys
+        """
+
+    @abstractmethod
+    def get_available_stt_models(self) -> list[dict[str, str]]:
+        """
+        Get list of available STT models for this provider.
+
+        Returns:
+            List of model dictionaries with 'id' and 'name' keys
+        """
+
+    @abstractmethod
+    def get_available_tts_models(self) -> list[dict[str, str]]:
+        """
+        Get list of available TTS models for this provider.
+
+        Returns:
+            List of model dictionaries with 'id' and 'name' keys
+        """

backend/onyx/voice/providers/azure.py

@@ -0,0 +1,51 @@
+from collections.abc import AsyncIterator
+from typing import Any
+
+from onyx.voice.interface import VoiceProviderInterface
+
+
+class AzureVoiceProvider(VoiceProviderInterface):
+    """Azure Speech Services voice provider (placeholder - to be implemented)."""
+
+    def __init__(
+        self,
+        api_key: str | None,
+        custom_config: dict[str, Any],
+        stt_model: str | None = None,
+        tts_model: str | None = None,
+        default_voice: str | None = None,
+    ):
+        self.api_key = api_key
+        self.custom_config = custom_config
+        self.speech_region = custom_config.get("speech_region", "")
+        self.stt_model = stt_model
+        self.tts_model = tts_model
+        self.default_voice = default_voice or "en-US-JennyNeural"
+
+    async def transcribe(self, _audio_data: bytes, _audio_format: str) -> str:
+        raise NotImplementedError("Azure STT not yet implemented")
+
+    async def synthesize_stream(
+        self, _text: str, _voice: str | None = None, _speed: float = 1.0
+    ) -> AsyncIterator[bytes]:
+        raise NotImplementedError("Azure TTS not yet implemented")
+        yield b""  # Required for async generator
+
+    def get_available_voices(self) -> list[dict[str, str]]:
+        # Azure has many voices - return common ones
+        return [
+            {"id": "en-US-JennyNeural", "name": "Jenny (US)"},
+            {"id": "en-US-GuyNeural", "name": "Guy (US)"},
+            {"id": "en-GB-SoniaNeural", "name": "Sonia (UK)"},
+            {"id": "en-GB-RyanNeural", "name": "Ryan (UK)"},
+        ]
+
+    def get_available_stt_models(self) -> list[dict[str, str]]:
+        return [
+            {"id": "default", "name": "Azure Speech Recognition"},
+        ]
+
+    def get_available_tts_models(self) -> list[dict[str, str]]:
+        return [
+            {"id": "neural", "name": "Neural TTS"},
+        ]

backend/onyx/voice/providers/elevenlabs.py

@@ -0,0 +1,47 @@
+from collections.abc import AsyncIterator
+
+from onyx.voice.interface import VoiceProviderInterface
+
+
+class ElevenLabsVoiceProvider(VoiceProviderInterface):
+    """ElevenLabs voice provider (placeholder - to be implemented)."""
+
+    def __init__(
+        self,
+        api_key: str | None,
+        api_base: str | None = None,
+        stt_model: str | None = None,
+        tts_model: str | None = None,
+        default_voice: str | None = None,
+    ):
+        self.api_key = api_key
+        self.api_base = api_base or "https://api.elevenlabs.io"
+        self.stt_model = stt_model
+        self.tts_model = tts_model or "eleven_multilingual_v2"
+        self.default_voice = default_voice
+
+    async def transcribe(self, _audio_data: bytes, _audio_format: str) -> str:
+        raise NotImplementedError("ElevenLabs STT not yet implemented")
+
+    async def synthesize_stream(
+        self, _text: str, _voice: str | None = None, _speed: float = 1.0
+    ) -> AsyncIterator[bytes]:
+        raise NotImplementedError("ElevenLabs TTS not yet implemented")
+        yield b""  # Required for async generator
+
+    def get_available_voices(self) -> list[dict[str, str]]:
+        # ElevenLabs voices are fetched dynamically via API
+        # Return empty list - frontend should fetch from /voices endpoint
+        return []
+
+    def get_available_stt_models(self) -> list[dict[str, str]]:
+        return [
+            {"id": "scribe_v1", "name": "Scribe v1"},
+        ]
+
+    def get_available_tts_models(self) -> list[dict[str, str]]:
+        return [
+            {"id": "eleven_multilingual_v2", "name": "Multilingual v2"},
+            {"id": "eleven_turbo_v2_5", "name": "Turbo v2.5"},
+            {"id": "eleven_monolingual_v1", "name": "Monolingual v1"},
+        ]

backend/onyx/voice/providers/openai.py

@@ -0,0 +1,127 @@
+import io
+from collections.abc import AsyncIterator
+from typing import TYPE_CHECKING
+
+from onyx.voice.interface import VoiceProviderInterface
+
+if TYPE_CHECKING:
+    from openai import AsyncOpenAI
+
+
+# OpenAI available voices for TTS
+OPENAI_VOICES = [
+    {"id": "alloy", "name": "Alloy"},
+    {"id": "echo", "name": "Echo"},
+    {"id": "fable", "name": "Fable"},
+    {"id": "onyx", "name": "Onyx"},
+    {"id": "nova", "name": "Nova"},
+    {"id": "shimmer", "name": "Shimmer"},
+]
+
+# OpenAI available STT models
+OPENAI_STT_MODELS = [
+    {"id": "whisper-1", "name": "Whisper v1"},
+]
+
+# OpenAI available TTS models
+OPENAI_TTS_MODELS = [
+    {"id": "tts-1", "name": "TTS-1 (Standard)"},
+    {"id": "tts-1-hd", "name": "TTS-1 HD (High Quality)"},
+]
+
+
+class OpenAIVoiceProvider(VoiceProviderInterface):
+    """OpenAI voice provider using Whisper for STT and TTS API for speech synthesis."""
+
+    def __init__(
+        self,
+        api_key: str | None,
+        api_base: str | None = None,
+        stt_model: str | None = None,
+        tts_model: str | None = None,
+        default_voice: str | None = None,
+    ):
+        self.api_key = api_key
+        self.api_base = api_base
+        self.stt_model = stt_model or "whisper-1"
+        self.tts_model = tts_model or "tts-1"
+        self.default_voice = default_voice or "alloy"
+
+        self._client: "AsyncOpenAI | None" = None
+
+    def _get_client(self) -> "AsyncOpenAI":
+        if self._client is None:
+            from openai import AsyncOpenAI
+
+            self._client = AsyncOpenAI(
+                api_key=self.api_key,
+                base_url=self.api_base,
+            )
+        return self._client
+
+    async def transcribe(self, audio_data: bytes, audio_format: str) -> str:
+        """
+        Transcribe audio using OpenAI Whisper.
+
+        Args:
+            audio_data: Raw audio bytes
+            audio_format: Audio format (e.g., "webm", "wav", "mp3")
+
+        Returns:
+            Transcribed text
+        """
+        client = self._get_client()
+
+        # Create a file-like object from the audio bytes
+        audio_file = io.BytesIO(audio_data)
+        audio_file.name = f"audio.{audio_format}"
+
+        response = await client.audio.transcriptions.create(
+            model=self.stt_model,
+            file=audio_file,
+        )
+
+        return response.text
+
+    async def synthesize_stream(
+        self, text: str, voice: str | None = None, speed: float = 1.0
+    ) -> AsyncIterator[bytes]:
+        """
+        Convert text to audio using OpenAI TTS with streaming.
+
+        Args:
+            text: Text to convert to speech
+            voice: Voice identifier (defaults to provider's default voice)
+            speed: Playback speed multiplier (0.25 to 4.0)
+
+        Yields:
+            Audio data chunks (mp3 format)
+        """
+        client = self._get_client()
+
+        # Clamp speed to valid range
+        speed = max(0.25, min(4.0, speed))
+
+        response = await client.audio.speech.create(
+            model=self.tts_model,
+            voice=voice or self.default_voice,
+            input=text,
+            speed=speed,
+            response_format="mp3",
+        )
+
+        # Stream the response content
+        async for chunk in response.iter_bytes(chunk_size=4096):
+            yield chunk
+
+    def get_available_voices(self) -> list[dict[str, str]]:
+        """Get available OpenAI TTS voices."""
+        return OPENAI_VOICES.copy()
+
+    def get_available_stt_models(self) -> list[dict[str, str]]:
+        """Get available OpenAI STT models."""
+        return OPENAI_STT_MODELS.copy()
+
+    def get_available_tts_models(self) -> list[dict[str, str]]:
+        """Get available OpenAI TTS models."""
+        return OPENAI_TTS_MODELS.copy()

backend/requirements/dev.txt

@@ -317,7 +317,7 @@ oauthlib==3.2.2
     # via
     #   kubernetes
     #   requests-oauthlib
-onyx-devtools==0.6.0
+onyx-devtools==0.5.7
     # via onyx
 openai==2.14.0
     # via

backend/shared_configs/configs.py

@@ -243,12 +243,12 @@ USAGE_LIMIT_CHUNKS_INDEXED_PAID = int(
 )
 
 # Per-week API calls using API keys or Personal Access Tokens
-USAGE_LIMIT_API_CALLS_TRIAL = int(os.environ.get("USAGE_LIMIT_API_CALLS_TRIAL", "0"))
+USAGE_LIMIT_API_CALLS_TRIAL = int(os.environ.get("USAGE_LIMIT_API_CALLS_TRIAL", "400"))
 USAGE_LIMIT_API_CALLS_PAID = int(os.environ.get("USAGE_LIMIT_API_CALLS_PAID", "40000"))
 
 # Per-week non-streaming API calls (more expensive, so lower limits)
 USAGE_LIMIT_NON_STREAMING_CALLS_TRIAL = int(
-    os.environ.get("USAGE_LIMIT_NON_STREAMING_CALLS_TRIAL", "0")
+    os.environ.get("USAGE_LIMIT_NON_STREAMING_CALLS_TRIAL", "80")
 )
 USAGE_LIMIT_NON_STREAMING_CALLS_PAID = int(
     os.environ.get("USAGE_LIMIT_NON_STREAMING_CALLS_PAID", "160")

backend/shared_configs/enums.py

@@ -26,7 +26,6 @@ class WebSearchProviderType(str, Enum):
     SERPER = "serper"
     EXA = "exa"
     SEARXNG = "searxng"
-    BRAVE = "brave"
 
 
 class WebContentProviderType(str, Enum):

backend/tests/daily/connectors/sharepoint/test_sharepoint_connector.py

@@ -25,7 +25,6 @@ class ExpectedDocument:
     content: str
     folder_path: str | None = None
     library: str = "Shared Documents"  # Default to main library
-    expected_link_substrings: list[str] | None = None
 
 
 EXPECTED_DOCUMENTS = [
@@ -33,29 +32,22 @@ EXPECTED_DOCUMENTS = [
         semantic_identifier="test1.docx",
         content="test1",
         folder_path="test",
-        expected_link_substrings=["_layouts/15/Doc.aspx", "file=test1.docx"],
     ),
     ExpectedDocument(
         semantic_identifier="test2.docx",
         content="test2",
         folder_path="test/nested with spaces",
-        expected_link_substrings=["_layouts/15/Doc.aspx", "file=test2.docx"],
     ),
     ExpectedDocument(
         semantic_identifier="should-not-index-on-specific-folder.docx",
         content="should-not-index-on-specific-folder",
         folder_path=None,  # root folder
-        expected_link_substrings=[
-            "_layouts/15/Doc.aspx",
-            "file=should-not-index-on-specific-folder.docx",
-        ],
     ),
     ExpectedDocument(
         semantic_identifier="other.docx",
         content="other",
         folder_path=None,
         library="Other Library",
-        expected_link_substrings=["_layouts/15/Doc.aspx", "file=other.docx"],
     ),
 ]
 
@@ -69,13 +61,11 @@ EXPECTED_PAGES = [
             "Add a document library\n\n## Document library"
         ),
         folder_path=None,
-        expected_link_substrings=["SitePages/CollabHome.aspx"],
     ),
     ExpectedDocument(
         semantic_identifier="Home",
         content="# Home",
         folder_path=None,
-        expected_link_substrings=["SitePages/Home.aspx"],
     ),
 ]
 
@@ -98,20 +88,6 @@ def verify_document_content(doc: Document, expected: ExpectedDocument) -> None:
     assert len(doc.sections) == 1
     assert doc.sections[0].text is not None
     assert expected.content == doc.sections[0].text
-
-    if expected.expected_link_substrings is not None:
-        actual_link = doc.sections[0].link
-        assert actual_link is not None, (
-            f"Expected section link containing {expected.expected_link_substrings} "
-            f"for '{expected.semantic_identifier}', but link was None"
-        )
-        for substr in expected.expected_link_substrings:
-            assert substr in actual_link, (
-                f"Section link for '{expected.semantic_identifier}' "
-                f"missing expected substring '{substr}', "
-                f"actual link: '{actual_link}'"
-            )
-
     verify_document_metadata(doc)
 
 

backend/tests/external_dependency_unit/celery/test_user_file_processing_queue.py

@@ -1,281 +0,0 @@
-"""
-External dependency unit tests for user file processing queue protections.
-
-Verifies that the three mechanisms added to check_user_file_processing work
-correctly:
-
-1. Queue depth backpressure – when the broker queue exceeds
-   USER_FILE_PROCESSING_MAX_QUEUE_DEPTH, no new tasks are enqueued.
-
-2. Per-file Redis guard key – if the guard key for a file already exists in
-   Redis, that file is skipped even though it is still in PROCESSING status.
-
-3. Task expiry – every send_task call carries expires=
-   CELERY_USER_FILE_PROCESSING_TASK_EXPIRES so that stale queued tasks are
-   discarded by workers automatically.
-
-Also verifies that process_single_user_file clears the guard key the moment
-it is picked up by a worker.
-
-Uses real Redis (DB 0 via get_redis_client) and real PostgreSQL for UserFile
-rows.  The Celery app is provided as a MagicMock injected via a PropertyMock
-on the task class so no real broker is needed.
-"""
-
-from collections.abc import Generator
-from contextlib import contextmanager
-from typing import Any
-from unittest.mock import MagicMock
-from unittest.mock import patch
-from unittest.mock import PropertyMock
-from uuid import uuid4
-
-from sqlalchemy.orm import Session
-
-from onyx.background.celery.tasks.user_file_processing.tasks import (
-    _user_file_lock_key,
-)
-from onyx.background.celery.tasks.user_file_processing.tasks import (
-    _user_file_queued_key,
-)
-from onyx.background.celery.tasks.user_file_processing.tasks import (
-    check_user_file_processing,
-)
-from onyx.background.celery.tasks.user_file_processing.tasks import (
-    process_single_user_file,
-)
-from onyx.configs.constants import CELERY_USER_FILE_PROCESSING_TASK_EXPIRES
-from onyx.configs.constants import OnyxCeleryQueues
-from onyx.configs.constants import OnyxCeleryTask
-from onyx.configs.constants import USER_FILE_PROCESSING_MAX_QUEUE_DEPTH
-from onyx.db.enums import UserFileStatus
-from onyx.db.models import UserFile
-from onyx.redis.redis_pool import get_redis_client
-from tests.external_dependency_unit.conftest import create_test_user
-from tests.external_dependency_unit.constants import TEST_TENANT_ID
-
-# ---------------------------------------------------------------------------
-# Helpers
-# ---------------------------------------------------------------------------
-
-_PATCH_QUEUE_LEN = (
-    "onyx.background.celery.tasks.user_file_processing.tasks.celery_get_queue_length"
-)
-
-
-def _create_processing_user_file(db_session: Session, user_id: object) -> UserFile:
-    """Insert a UserFile in PROCESSING status and return it."""
-    uf = UserFile(
-        id=uuid4(),
-        user_id=user_id,
-        file_id=f"test_file_{uuid4().hex[:8]}",
-        name=f"test_{uuid4().hex[:8]}.txt",
-        file_type="text/plain",
-        status=UserFileStatus.PROCESSING,
-    )
-    db_session.add(uf)
-    db_session.commit()
-    db_session.refresh(uf)
-    return uf
-
-
-@contextmanager
-def _patch_task_app(task: Any, mock_app: MagicMock) -> Generator[None, None, None]:
-    """Patch the ``app`` property on *task*'s class so that ``self.app``
-    inside the task function returns *mock_app*.
-
-    With ``bind=True``, ``task.run`` is a bound method whose ``__self__`` is
-    the actual task instance.  We patch ``app`` on that instance's class
-    (a unique Celery-generated Task subclass) so the mock is scoped to this
-    task only.
-    """
-    task_instance = task.run.__self__
-    with patch.object(
-        type(task_instance), "app", new_callable=PropertyMock, return_value=mock_app
-    ):
-        yield
-
-
-# ---------------------------------------------------------------------------
-# Test classes
-# ---------------------------------------------------------------------------
-
-
-class TestQueueDepthBackpressure:
-    """Protection 1: skip all enqueuing when the broker queue is too deep."""
-
-    def test_no_tasks_enqueued_when_queue_over_limit(
-        self,
-        db_session: Session,
-        tenant_context: None,  # noqa: ARG002
-    ) -> None:
-        """When the queue depth exceeds the limit the beat cycle is skipped."""
-        user = create_test_user(db_session, "bp_user")
-        _create_processing_user_file(db_session, user.id)
-
-        mock_app = MagicMock()
-
-        with (
-            _patch_task_app(check_user_file_processing, mock_app),
-            patch(
-                _PATCH_QUEUE_LEN, return_value=USER_FILE_PROCESSING_MAX_QUEUE_DEPTH + 1
-            ),
-        ):
-            check_user_file_processing.run(tenant_id=TEST_TENANT_ID)
-
-        mock_app.send_task.assert_not_called()
-
-
-class TestPerFileGuardKey:
-    """Protection 2: per-file Redis guard key prevents duplicate enqueue."""
-
-    def test_guarded_file_not_re_enqueued(
-        self,
-        db_session: Session,
-        tenant_context: None,  # noqa: ARG002
-    ) -> None:
-        """A file whose guard key is already set in Redis is skipped."""
-        user = create_test_user(db_session, "guard_user")
-        uf = _create_processing_user_file(db_session, user.id)
-
-        redis_client = get_redis_client(tenant_id=TEST_TENANT_ID)
-        guard_key = _user_file_queued_key(uf.id)
-        redis_client.setex(guard_key, CELERY_USER_FILE_PROCESSING_TASK_EXPIRES, 1)
-
-        mock_app = MagicMock()
-
-        try:
-            with (
-                _patch_task_app(check_user_file_processing, mock_app),
-                patch(_PATCH_QUEUE_LEN, return_value=0),
-            ):
-                check_user_file_processing.run(tenant_id=TEST_TENANT_ID)
-
-            # send_task must not have been called with this specific file's ID
-            for call in mock_app.send_task.call_args_list:
-                kwargs = call.kwargs.get("kwargs", {})
-                assert kwargs.get("user_file_id") != str(
-                    uf.id
-                ), f"File {uf.id} should have been skipped because its guard key exists"
-        finally:
-            redis_client.delete(guard_key)
-
-    def test_guard_key_exists_in_redis_after_enqueue(
-        self,
-        db_session: Session,
-        tenant_context: None,  # noqa: ARG002
-    ) -> None:
-        """After a file is enqueued its guard key is present in Redis with a TTL."""
-        user = create_test_user(db_session, "guard_set_user")
-        uf = _create_processing_user_file(db_session, user.id)
-
-        redis_client = get_redis_client(tenant_id=TEST_TENANT_ID)
-        guard_key = _user_file_queued_key(uf.id)
-        redis_client.delete(guard_key)  # clean slate
-
-        mock_app = MagicMock()
-
-        try:
-            with (
-                _patch_task_app(check_user_file_processing, mock_app),
-                patch(_PATCH_QUEUE_LEN, return_value=0),
-            ):
-                check_user_file_processing.run(tenant_id=TEST_TENANT_ID)
-
-            assert redis_client.exists(
-                guard_key
-            ), "Guard key should be set in Redis after enqueue"
-            ttl = int(redis_client.ttl(guard_key))  # type: ignore[arg-type]
-            assert 0 < ttl <= CELERY_USER_FILE_PROCESSING_TASK_EXPIRES, (
-                f"Guard key TTL {ttl}s is outside the expected range "
-                f"(0, {CELERY_USER_FILE_PROCESSING_TASK_EXPIRES}]"
-            )
-        finally:
-            redis_client.delete(guard_key)
-
-
-class TestTaskExpiry:
-    """Protection 3: every send_task call includes an expires value."""
-
-    def test_send_task_called_with_expires(
-        self,
-        db_session: Session,
-        tenant_context: None,  # noqa: ARG002
-    ) -> None:
-        """send_task is called with the correct queue, task name, and expires."""
-        user = create_test_user(db_session, "expires_user")
-        uf = _create_processing_user_file(db_session, user.id)
-
-        redis_client = get_redis_client(tenant_id=TEST_TENANT_ID)
-        guard_key = _user_file_queued_key(uf.id)
-        redis_client.delete(guard_key)
-
-        mock_app = MagicMock()
-
-        try:
-            with (
-                _patch_task_app(check_user_file_processing, mock_app),
-                patch(_PATCH_QUEUE_LEN, return_value=0),
-            ):
-                check_user_file_processing.run(tenant_id=TEST_TENANT_ID)
-
-            # At least one task should have been submitted (for our file)
-            assert (
-                mock_app.send_task.call_count >= 1
-            ), "Expected at least one task to be submitted"
-
-            # Every submitted task must carry expires
-            for call in mock_app.send_task.call_args_list:
-                assert call.args[0] == OnyxCeleryTask.PROCESS_SINGLE_USER_FILE
-                assert call.kwargs.get("queue") == OnyxCeleryQueues.USER_FILE_PROCESSING
-                assert (
-                    call.kwargs.get("expires")
-                    == CELERY_USER_FILE_PROCESSING_TASK_EXPIRES
-                ), (
-                    "Task must be submitted with the correct expires value to prevent "
-                    "stale task accumulation"
-                )
-        finally:
-            redis_client.delete(guard_key)
-
-
-class TestWorkerClearsGuardKey:
-    """process_single_user_file removes the guard key when it picks up a task."""
-
-    def test_guard_key_deleted_on_pickup(
-        self,
-        tenant_context: None,  # noqa: ARG002
-    ) -> None:
-        """The guard key is deleted before the worker does any real work.
-
-        We simulate an already-locked file so process_single_user_file returns
-        early – but crucially, after the guard key deletion.
-        """
-        user_file_id = str(uuid4())
-
-        redis_client = get_redis_client(tenant_id=TEST_TENANT_ID)
-        guard_key = _user_file_queued_key(user_file_id)
-
-        # Simulate the guard key set when the beat enqueued the task
-        redis_client.setex(guard_key, CELERY_USER_FILE_PROCESSING_TASK_EXPIRES, 1)
-        assert redis_client.exists(guard_key), "Guard key must exist before pickup"
-
-        # Hold the per-file processing lock so the worker exits early without
-        # touching the database or file store.
-        lock_key = _user_file_lock_key(user_file_id)
-        processing_lock = redis_client.lock(lock_key, timeout=10)
-        acquired = processing_lock.acquire(blocking=False)
-        assert acquired, "Should be able to acquire the processing lock for this test"
-
-        try:
-            process_single_user_file.run(
-                user_file_id=user_file_id,
-                tenant_id=TEST_TENANT_ID,
-            )
-        finally:
-            if processing_lock.owned():
-                processing_lock.release()
-
-        assert not redis_client.exists(
-            guard_key
-        ), "Guard key should be deleted when the worker picks up the task"

backend/tests/external_dependency_unit/llm/test_llm_provider_auto_mode.py

@@ -217,8 +217,8 @@ class TestAutoModeSyncFeature:
                     ),
                     additional_visible_models=[
                         SimpleKnownModel(
-                            name="claude-haiku-4-5",
-                            display_name="Claude Haiku 4.5",
+                            name="claude-3-5-haiku-latest",
+                            display_name="Claude 3.5 Haiku",
                         )
                     ],
                 ),
@@ -260,7 +260,7 @@ class TestAutoModeSyncFeature:
 
             # Anthropic models should NOT be present
             assert "claude-3-5-sonnet-latest" not in model_names
-            assert "claude-haiku-4-5" not in model_names
+            assert "claude-3-5-haiku-latest" not in model_names
 
         finally:
             db_session.rollback()
@@ -485,7 +485,7 @@ class TestAutoModeSyncFeature:
 
         # Provider 2 (Anthropic) config
         provider_2_default_model = "claude-3-5-sonnet-latest"
-        provider_2_additional_models = ["claude-haiku-4-5"]
+        provider_2_additional_models = ["claude-3-5-haiku-latest"]
 
         # Create mock recommendations with both providers
         mock_recommendations = LLMRecommendations(

backend/tests/external_dependency_unit/llm/test_prompt_caching.py

@@ -281,22 +281,15 @@ def test_anthropic_prompt_caching_reduces_costs(
 
     Anthropic requires explicit cache_control parameters.
     """
-    # Prompt caching support is model/account specific.
-    # Allow override via env var and otherwise try a few non-retired candidates.
-    anthropic_prompt_cache_models_env = os.environ.get("ANTHROPIC_PROMPT_CACHE_MODELS")
-    if anthropic_prompt_cache_models_env:
-        candidate_models = [
-            model.strip()
-            for model in anthropic_prompt_cache_models_env.split(",")
-            if model.strip()
-        ]
-    else:
-        candidate_models = [
-            "claude-haiku-4-5-20251001",
-            "claude-sonnet-4-5-20250929",
-            "claude-3-5-sonnet-20241022",
-            "claude-3-5-sonnet-latest",
-        ]
+    # Create Anthropic LLM
+    # NOTE: prompt caching support is model-specific; `claude-3-haiku-20240307` is known
+    # to return cache_creation/cache_read usage metrics, while some newer aliases may not.
+    llm = LitellmLLM(
+        api_key=os.environ["ANTHROPIC_API_KEY"],
+        model_provider="anthropic",
+        model_name="claude-3-haiku-20240307",
+        max_input_tokens=200000,
+    )
 
     import random
     import string
@@ -322,107 +315,79 @@ def test_anthropic_prompt_caching_reduces_costs(
         UserMessage(role="user", content=long_context)
     ]
 
-    unavailable_models: list[str] = []
-    non_caching_models: list[str] = []
+    # First call - creates cache
+    print("\n=== First call (cache creation) ===")
+    question1: list[ChatCompletionMessage] = [
+        UserMessage(role="user", content="What are the main topics discussed?")
+    ]
 
-    for model_name in candidate_models:
-        llm = LitellmLLM(
-            api_key=os.environ["ANTHROPIC_API_KEY"],
-            model_provider="anthropic",
-            model_name=model_name,
-            max_input_tokens=200000,
-        )
-
-        # First call - creates cache
-        print(f"\n=== First call (cache creation) model={model_name} ===")
-        question1: list[ChatCompletionMessage] = [
-            UserMessage(
-                role="user",
-                content="Reply with exactly one lowercase word: topics",
-            )
-        ]
-
-        processed_messages1, _ = process_with_prompt_cache(
-            llm_config=llm.config,
-            cacheable_prefix=base_messages,
-            suffix=question1,
-            continuation=False,
-        )
-
-        try:
-            response1 = llm.invoke(prompt=processed_messages1, max_tokens=8)
-        except Exception as e:
-            error_str = str(e).lower()
-            if (
-                "not_found_error" in error_str
-                or "model_not_found" in error_str
-                or ('"type":"not_found_error"' in error_str and "model:" in error_str)
-            ):
-                unavailable_models.append(model_name)
-                continue
-            raise
-
-        cost1 = completion_cost(
-            completion_response=response1.model_dump(),
-            model=f"{llm._model_provider}/{llm._model_version}",
-        )
-
-        usage1 = response1.usage
-        print(f"Response 1 usage: {usage1}")
-        print(f"Cost 1: ${cost1:.10f}")
-
-        # Wait to ensure cache is available
-        time.sleep(2)
-
-        # Second call with same context - should use cache
-        print(f"\n=== Second call (cache read) model={model_name} ===")
-        question2: list[ChatCompletionMessage] = [
-            UserMessage(
-                role="user",
-                content="Reply with exactly one lowercase word: neural",
-            )
-        ]
-
-        processed_messages2, _ = process_with_prompt_cache(
-            llm_config=llm.config,
-            cacheable_prefix=base_messages,
-            suffix=question2,
-            continuation=False,
-        )
-
-        response2 = llm.invoke(prompt=processed_messages2, max_tokens=8)
-        cost2 = completion_cost(
-            completion_response=response2.model_dump(),
-            model=f"{llm._model_provider}/{llm._model_version}",
-        )
-
-        usage2 = response2.usage
-        print(f"Response 2 usage: {usage2}")
-        print(f"Cost 2: ${cost2:.10f}")
-
-        cache_creation_tokens = _get_usage_value(usage1, "cache_creation_input_tokens")
-        cache_read_tokens = _get_usage_value(usage2, "cache_read_input_tokens")
-
-        print(f"\nCache creation tokens (call 1): {cache_creation_tokens}")
-        print(f"Cache read tokens (call 2): {cache_read_tokens}")
-        print(f"Cost reduction: ${cost1 - cost2:.10f}")
-
-        # Model is available but does not expose Anthropic cache usage metrics
-        if cache_creation_tokens <= 0 or cache_read_tokens <= 0:
-            non_caching_models.append(model_name)
-            continue
-
-        # Cost should be lower on second call
-        assert (
-            cost2 < cost1
-        ), f"Expected lower cost on cached call. Cost 1: ${cost1:.10f}, Cost 2: ${cost2:.10f}"
-        return
-
-    pytest.skip(
-        "No Anthropic model available with observable prompt-cache metrics. "
-        f"Tried models={candidate_models}, unavailable={unavailable_models}, non_caching={non_caching_models}"
+    # Apply prompt caching
+    processed_messages1, _ = process_with_prompt_cache(
+        llm_config=llm.config,
+        cacheable_prefix=base_messages,
+        suffix=question1,
+        continuation=False,
     )
 
+    response1 = llm.invoke(prompt=processed_messages1)
+    cost1 = completion_cost(
+        completion_response=response1.model_dump(),
+        model=f"{llm._model_provider}/{llm._model_version}",
+    )
+
+    usage1 = response1.usage
+    print(f"Response 1 usage: {usage1}")
+    print(f"Cost 1: ${cost1:.10f}")
+
+    # Wait to ensure cache is available
+    time.sleep(2)
+
+    # Second call with same context - should use cache
+    print("\n=== Second call (cache read) ===")
+    question2: list[ChatCompletionMessage] = [
+        UserMessage(role="user", content="Can you elaborate on neural networks?")
+    ]
+
+    # Apply prompt caching (same cacheable prefix)
+    processed_messages2, _ = process_with_prompt_cache(
+        llm_config=llm.config,
+        cacheable_prefix=base_messages,
+        suffix=question2,
+        continuation=False,
+    )
+
+    response2 = llm.invoke(prompt=processed_messages2)
+    cost2 = completion_cost(
+        completion_response=response2.model_dump(),
+        model=f"{llm._model_provider}/{llm._model_version}",
+    )
+
+    usage2 = response2.usage
+    print(f"Response 2 usage: {usage2}")
+    print(f"Cost 2: ${cost2:.10f}")
+
+    # Verify caching occurred
+    cache_creation_tokens = _get_usage_value(usage1, "cache_creation_input_tokens")
+    cache_read_tokens = _get_usage_value(usage2, "cache_read_input_tokens")
+
+    print(f"\nCache creation tokens (call 1): {cache_creation_tokens}")
+    print(f"Cache read tokens (call 2): {cache_read_tokens}")
+    print(f"Cost reduction: ${cost1 - cost2:.10f}")
+
+    # For Anthropic, we should see cache creation on first call and cache reads on second
+    assert (
+        cache_creation_tokens > 0
+    ), f"Expected cache creation tokens on first call. Got: {cache_creation_tokens}"
+
+    assert (
+        cache_read_tokens > 0
+    ), f"Expected cache read tokens on second call. Got: {cache_read_tokens}"
+
+    # Cost should be lower on second call
+    assert (
+        cost2 < cost1
+    ), f"Expected lower cost on cached call. Cost 1: ${cost1:.10f}, Cost 2: ${cost2:.10f}"
+
 
 @pytest.mark.skipif(
     not os.environ.get(VERTEX_CREDENTIALS_ENV),

backend/tests/external_dependency_unit/mock_image_provider.py

@@ -13,7 +13,6 @@ from litellm.types.utils import ImageResponse
 
 from onyx.image_gen.interfaces import ImageGenerationProvider
 from onyx.image_gen.interfaces import ImageGenerationProviderCredentials
-from onyx.image_gen.interfaces import ReferenceImage
 from onyx.llm.interfaces import LLMConfig
 
 
@@ -63,7 +62,6 @@ class MockImageGenerationProvider(
         size: str,  # noqa: ARG002
         n: int,  # noqa: ARG002
         quality: str | None = None,  # noqa: ARG002
-        reference_images: list[ReferenceImage] | None = None,  # noqa: ARG002
         **kwargs: Any,  # noqa: ARG002
     ) -> ImageResponse:
         image_data = self._images.pop(0)

backend/tests/external_dependency_unit/mock_search_pipeline.py

@@ -2,7 +2,6 @@ from collections.abc import Callable
 from collections.abc import Generator
 from contextlib import contextmanager
 from typing import Any
-from unittest.mock import MagicMock
 from unittest.mock import patch
 
 from pydantic import BaseModel
@@ -13,13 +12,9 @@ from onyx.context.search.models import ChunkSearchRequest
 from onyx.context.search.models import InferenceChunk
 from onyx.context.search.models import SearchDoc
 from onyx.db.models import Persona
-from onyx.db.models import SearchSettings
 from onyx.db.models import User
 from onyx.document_index.interfaces import DocumentIndex
-from onyx.federated_connectors.federated_retrieval import FederatedRetrievalInfo
 from onyx.llm.interfaces import LLM
-from onyx.natural_language_processing.search_nlp_models import EmbeddingModel
-from onyx.tools.tool_implementations.search.search_tool import SearchTool
 
 
 def run_functions_tuples_sequential(
@@ -140,25 +135,13 @@ def use_mock_search_pipeline(
         document_index: DocumentIndex,  # noqa: ARG001
         user: User | None,  # noqa: ARG001
         persona: Persona | None,  # noqa: ARG001
-        db_session: Session | None = None,  # noqa: ARG001
+        db_session: Session,  # noqa: ARG001
         auto_detect_filters: bool = False,  # noqa: ARG001
         llm: LLM | None = None,  # noqa: ARG001
         project_id: int | None = None,  # noqa: ARG001
-        # Pre-fetched data (used by SearchTool to avoid DB access in parallel)
-        acl_filters: list[str] | None = None,  # noqa: ARG001
-        embedding_model: EmbeddingModel | None = None,  # noqa: ARG001
-        prefetched_federated_retrieval_infos: (  # noqa: ARG001
-            list[FederatedRetrievalInfo] | None
-        ) = None,
     ) -> list[InferenceChunk]:
         return controller.get_search_results(chunk_search_request.query)
 
-    # Mock the pre-fetch session and DB queries in SearchTool.run() so
-    # tests don't need a fully initialised DB with search settings.
-    @contextmanager
-    def mock_get_session() -> Generator[MagicMock, None, None]:
-        yield MagicMock(spec=Session)
-
     with (
         patch(
             "onyx.tools.tool_implementations.search.search_tool.search_pipeline",
@@ -200,31 +183,5 @@ def use_mock_search_pipeline(
             "onyx.db.connector.fetch_unique_document_sources",
             new=mock_fetch_unique_document_sources,
         ),
-        # Mock the pre-fetch phase of SearchTool.run()
-        patch(
-            "onyx.tools.tool_implementations.search.search_tool.get_session_with_current_tenant",
-            new=mock_get_session,
-        ),
-        patch(
-            "onyx.tools.tool_implementations.search.search_tool.build_access_filters_for_user",
-            return_value=[],
-        ),
-        patch(
-            "onyx.tools.tool_implementations.search.search_tool.get_current_search_settings",
-            return_value=MagicMock(spec=SearchSettings),
-        ),
-        patch(
-            "onyx.tools.tool_implementations.search.search_tool.EmbeddingModel.from_db_model",
-            return_value=MagicMock(spec=EmbeddingModel),
-        ),
-        patch(
-            "onyx.tools.tool_implementations.search.search_tool.get_federated_retrieval_functions",
-            return_value=[],
-        ),
-        patch.object(
-            SearchTool,
-            "_prefetch_slack_data",
-            return_value=(None, None, {}),
-        ),
     ):
         yield controller

backend/tests/external_dependency_unit/tools/test_python_tool.py

@@ -943,18 +943,10 @@ from onyx.db.tools import get_builtin_tool
 from onyx.file_store.models import ChatFileType
 from onyx.file_store.models import FileDescriptor
 from onyx.server.features.projects.api import upload_user_files
-from onyx.server.query_and_chat.chat_backend import get_chat_session
 from onyx.server.query_and_chat.models import SendMessageRequest
-from onyx.server.query_and_chat.streaming_models import Packet
-from onyx.server.query_and_chat.streaming_models import PythonToolDelta
-from onyx.server.query_and_chat.streaming_models import PythonToolStart
-from onyx.server.query_and_chat.streaming_models import SectionEnd
 from onyx.tools.tool_implementations.python.python_tool import PythonTool
-from tests.external_dependency_unit.answer.stream_test_builder import StreamTestBuilder
 from tests.external_dependency_unit.answer.stream_test_utils import create_chat_session
-from tests.external_dependency_unit.answer.stream_test_utils import create_placement
 from tests.external_dependency_unit.conftest import create_test_user
-from tests.external_dependency_unit.mock_llm import LLMAnswerResponse
 from tests.external_dependency_unit.mock_llm import LLMToolCallResponse
 from tests.external_dependency_unit.mock_llm import use_mock_llm
 
@@ -1182,134 +1174,3 @@ def test_code_interpreter_receives_chat_files(
     assert execute_body["code"] == code
     assert len(execute_body["files"]) == 1
     assert execute_body["files"][0]["path"] == "data.csv"
-
-
-def test_code_interpreter_replay_packets_include_code_and_output(
-    db_session: Session,
-    mock_ci_server: MockCodeInterpreterServer,
-    _attach_python_tool_to_default_persona: None,
-    initialize_file_store: None,  # noqa: ARG001
-) -> None:
-    """After a code interpreter message completes, retrieving the message
-    via translate_assistant_message_to_packets should emit PythonToolStart
-    (containing the executed code) and PythonToolDelta (containing
-    stdout/stderr), not generic CustomTool packets."""
-    mock_ci_server.captured_requests.clear()
-    mock_ci_server._file_counter = 0
-    mock_url = mock_ci_server.url
-
-    user = create_test_user(db_session, "ci_replay_test")
-    chat_session = create_chat_session(db_session=db_session, user=user)
-
-    code = 'x = 2 + 2\nprint(f"Result: {x}")'
-    msg_req = SendMessageRequest(
-        message="Calculate 2 + 2",
-        chat_session_id=chat_session.id,
-        stream=True,
-    )
-
-    original_defaults = ci_mod.CodeInterpreterClient.__init__.__defaults__
-    with (
-        use_mock_llm() as mock_llm,
-        patch(
-            "onyx.tools.tool_implementations.python.python_tool.CODE_INTERPRETER_BASE_URL",
-            mock_url,
-        ),
-        patch(
-            "onyx.tools.tool_implementations.python.code_interpreter_client.CODE_INTERPRETER_BASE_URL",
-            mock_url,
-        ),
-    ):
-        answer_tokens = ["The ", "result ", "is ", "4."]
-
-        ci_mod.CodeInterpreterClient.__init__.__defaults__ = (mock_url,)
-        try:
-            handler = StreamTestBuilder(llm_controller=mock_llm)
-
-            stream = handle_stream_message_objects(
-                new_msg_req=msg_req, user=user, db_session=db_session
-            )
-            # First packet is always MessageResponseIDInfo
-            next(stream)
-
-            # Phase 1: LLM requests python tool execution.
-            handler.add_response(
-                LLMToolCallResponse(
-                    tool_name="python",
-                    tool_call_id="call_replay_test",
-                    tool_call_argument_tokens=[json.dumps({"code": code})],
-                )
-            ).expect(
-                Packet(
-                    placement=create_placement(0),
-                    obj=PythonToolStart(code=code),
-                ),
-                forward=2,
-            ).expect(
-                Packet(
-                    placement=create_placement(0),
-                    obj=PythonToolDelta(stdout="mock output\n", stderr="", file_ids=[]),
-                ),
-                forward=False,
-            ).expect(
-                Packet(
-                    placement=create_placement(0),
-                    obj=SectionEnd(),
-                ),
-                forward=False,
-            ).run_and_validate(
-                stream=stream
-            )
-
-            # Phase 2: LLM produces a final answer after tool execution.
-            handler.add_response(
-                LLMAnswerResponse(answer_tokens=answer_tokens)
-            ).expect_agent_response(
-                answer_tokens=answer_tokens,
-                turn_index=1,
-            ).run_and_validate(
-                stream=stream
-            )
-
-            with pytest.raises(StopIteration):
-                next(stream)
-
-        finally:
-            ci_mod.CodeInterpreterClient.__init__.__defaults__ = original_defaults
-
-    # Retrieve the chat session through the same endpoint the frontend uses
-    chat_detail = get_chat_session(
-        session_id=chat_session.id,
-        user=user,
-        db_session=db_session,
-    )
-
-    assert len(mock_ci_server.get_requests(method="POST", path="/v1/execute")) == 1
-
-    # The response contains `packets` — a list of packet-lists, one per
-    # assistant message. We should have exactly one assistant message.
-    assert (
-        len(chat_detail.packets) == 1
-    ), f"Expected 1 assistant packet list, got {len(chat_detail.packets)}"
-    packets = chat_detail.packets[0]
-
-    # Extract PythonToolStart packets – these must contain the code
-    start_packets = [p for p in packets if isinstance(p.obj, PythonToolStart)]
-    assert len(start_packets) == 1, (
-        f"Expected 1 PythonToolStart packet, got {len(start_packets)}. "
-        f"Packet types: {[type(p.obj).__name__ for p in packets]}"
-    )
-    start_obj = start_packets[0].obj
-    assert isinstance(start_obj, PythonToolStart)
-    assert start_obj.code == code
-
-    # Extract PythonToolDelta packets – these must contain stdout/stderr
-    delta_packets = [p for p in packets if isinstance(p.obj, PythonToolDelta)]
-    assert len(delta_packets) >= 1, (
-        f"Expected at least 1 PythonToolDelta packet, got {len(delta_packets)}. "
-        f"Packet types: {[type(p.obj).__name__ for p in packets]}"
-    )
-    # The mock CI server returns "mock output\n" as stdout
-    delta_obj = delta_packets[0].obj
-    assert isinstance(delta_obj, PythonToolDelta)
-    assert "mock output" in delta_obj.stdout

backend/tests/integration/common_utils/managers/api_key.py

@@ -13,9 +13,9 @@ from tests.integration.common_utils.test_models import DATestUser
 class APIKeyManager:
     @staticmethod
     def create(
-        user_performing_action: DATestUser,
         name: str | None = None,
         api_key_role: UserRole = UserRole.ADMIN,
+        user_performing_action: DATestUser | None = None,
     ) -> DATestAPIKey:
         name = f"{name}-api-key" if name else f"test-api-key-{uuid4()}"
         api_key_request = APIKeyArgs(
@@ -25,7 +25,11 @@ class APIKeyManager:
         api_key_response = requests.post(
             f"{API_SERVER_URL}/admin/api-key",
             json=api_key_request.model_dump(),
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         api_key_response.raise_for_status()
         api_key = api_key_response.json()
@@ -44,21 +48,29 @@ class APIKeyManager:
     @staticmethod
     def delete(
         api_key: DATestAPIKey,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> None:
         api_key_response = requests.delete(
             f"{API_SERVER_URL}/admin/api-key/{api_key.api_key_id}",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         api_key_response.raise_for_status()
 
     @staticmethod
     def get_all(
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> list[DATestAPIKey]:
         api_key_response = requests.get(
             f"{API_SERVER_URL}/admin/api-key",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         api_key_response.raise_for_status()
         return [DATestAPIKey(**api_key) for api_key in api_key_response.json()]
@@ -66,8 +78,8 @@ class APIKeyManager:
     @staticmethod
     def verify(
         api_key: DATestAPIKey,
-        user_performing_action: DATestUser,
         verify_deleted: bool = False,
+        user_performing_action: DATestUser | None = None,
     ) -> None:
         retrieved_keys = APIKeyManager.get_all(
             user_performing_action=user_performing_action

backend/tests/integration/common_utils/managers/cc_pair.py

@@ -17,6 +17,7 @@ from onyx.server.documents.models import DocumentSource
 from onyx.server.documents.models import DocumentSyncStatus
 from tests.integration.common_utils.config import api_config
 from tests.integration.common_utils.constants import API_SERVER_URL
+from tests.integration.common_utils.constants import GENERAL_HEADERS
 from tests.integration.common_utils.constants import MAX_DELAY
 from tests.integration.common_utils.managers.connector import ConnectorManager
 from tests.integration.common_utils.managers.credential import CredentialManager
@@ -27,10 +28,10 @@ from tests.integration.common_utils.test_models import DATestUser
 def _cc_pair_creator(
     connector_id: int,
     credential_id: int,
-    user_performing_action: DATestUser,
     name: str | None = None,
     access_type: AccessType = AccessType.PUBLIC,
     groups: list[int] | None = None,
+    user_performing_action: DATestUser | None = None,
 ) -> DATestCCPair:
     name = f"{name}-cc-pair" if name else f"test-cc-pair-{uuid4()}"
 
@@ -39,12 +40,17 @@ def _cc_pair_creator(
         connector_credential_pair_metadata = api.ConnectorCredentialPairMetadata(
             name=name, access_type=access_type, groups=groups or []
         )
+        headers = (
+            user_performing_action.headers
+            if user_performing_action
+            else GENERAL_HEADERS
+        )
         api_response: api.StatusResponseInt = (
             api_instance.associate_credential_to_connector(
                 connector_id,
                 credential_id,
                 connector_credential_pair_metadata,
-                _headers=user_performing_action.headers,
+                _headers=headers,
             )
         )
 
@@ -61,7 +67,6 @@ def _cc_pair_creator(
 class CCPairManager:
     @staticmethod
     def create_from_scratch(
-        user_performing_action: DATestUser,
         name: str | None = None,
         access_type: AccessType = AccessType.PUBLIC,
         groups: list[int] | None = None,
@@ -69,25 +74,26 @@ class CCPairManager:
         input_type: InputType = InputType.LOAD_STATE,
         connector_specific_config: dict[str, Any] | None = None,
         credential_json: dict[str, Any] | None = None,
+        user_performing_action: DATestUser | None = None,
         refresh_freq: int | None = None,
     ) -> DATestCCPair:
         connector = ConnectorManager.create(
-            user_performing_action=user_performing_action,
             name=name,
             source=source,
             input_type=input_type,
             connector_specific_config=connector_specific_config,
             access_type=access_type,
             groups=groups,
+            user_performing_action=user_performing_action,
             refresh_freq=refresh_freq,
         )
         credential = CredentialManager.create(
-            user_performing_action=user_performing_action,
             credential_json=credential_json,
             name=name,
             source=source,
             curator_public=(access_type == AccessType.PUBLIC),
             groups=groups,
+            user_performing_action=user_performing_action,
         )
         cc_pair = _cc_pair_creator(
             connector_id=connector.id,
@@ -103,10 +109,10 @@ class CCPairManager:
     def create(
         connector_id: int,
         credential_id: int,
-        user_performing_action: DATestUser,
         name: str | None = None,
         access_type: AccessType = AccessType.PUBLIC,
         groups: list[int] | None = None,
+        user_performing_action: DATestUser | None = None,
     ) -> DATestCCPair:
         cc_pair = _cc_pair_creator(
             connector_id=connector_id,
@@ -121,31 +127,39 @@ class CCPairManager:
     @staticmethod
     def pause_cc_pair(
         cc_pair: DATestCCPair,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> None:
         result = requests.put(
             url=f"{API_SERVER_URL}/manage/admin/cc-pair/{cc_pair.id}/status",
             json={"status": "PAUSED"},
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         result.raise_for_status()
 
     @staticmethod
     def unpause_cc_pair(
         cc_pair: DATestCCPair,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> None:
         result = requests.put(
             url=f"{API_SERVER_URL}/manage/admin/cc-pair/{cc_pair.id}/status",
             json={"status": "ACTIVE"},
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         result.raise_for_status()
 
     @staticmethod
     def delete(
         cc_pair: DATestCCPair,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> None:
         cc_pair_identifier = ConnectorCredentialPairIdentifier(
             connector_id=cc_pair.connector_id,
@@ -154,18 +168,26 @@ class CCPairManager:
         result = requests.post(
             url=f"{API_SERVER_URL}/manage/admin/deletion-attempt",
             json=cc_pair_identifier.model_dump(),
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         result.raise_for_status()
 
     @staticmethod
     def get_single(
         cc_pair_id: int,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> CCPairFullInfo | None:
         response = requests.get(
             f"{API_SERVER_URL}/manage/admin/cc-pair/{cc_pair_id}",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         response.raise_for_status()
         cc_pair_json = response.json()
@@ -174,11 +196,15 @@ class CCPairManager:
     @staticmethod
     def get_indexing_status_by_id(
         cc_pair_id: int,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> ConnectorIndexingStatusLite | None:
         response = requests.post(
             f"{API_SERVER_URL}/manage/admin/connector/indexing-status",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
             json={"get_all_connectors": True},
         )
         response.raise_for_status()
@@ -193,11 +219,15 @@ class CCPairManager:
 
     @staticmethod
     def get_indexing_statuses(
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> list[ConnectorIndexingStatusLite]:
         response = requests.post(
             f"{API_SERVER_URL}/manage/admin/connector/indexing-status",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
             json={"get_all_connectors": True},
         )
         response.raise_for_status()
@@ -211,11 +241,15 @@ class CCPairManager:
 
     @staticmethod
     def get_connector_statuses(
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> list[ConnectorStatus]:
         response = requests.get(
             f"{API_SERVER_URL}/manage/admin/connector/status",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         response.raise_for_status()
         return [ConnectorStatus(**status) for status in response.json()]
@@ -223,8 +257,8 @@ class CCPairManager:
     @staticmethod
     def verify(
         cc_pair: DATestCCPair,
-        user_performing_action: DATestUser,
         verify_deleted: bool = False,
+        user_performing_action: DATestUser | None = None,
     ) -> None:
         all_cc_pairs = CCPairManager.get_connector_statuses(user_performing_action)
         for retrieved_cc_pair in all_cc_pairs:
@@ -251,7 +285,7 @@ class CCPairManager:
     def run_once(
         cc_pair: DATestCCPair,
         from_beginning: bool,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> None:
         body = {
             "connector_id": cc_pair.connector_id,
@@ -261,15 +295,19 @@ class CCPairManager:
         result = requests.post(
             url=f"{API_SERVER_URL}/manage/admin/connector/run-once",
             json=body,
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         result.raise_for_status()
 
     @staticmethod
     def wait_for_indexing_inactive(
         cc_pair: DATestCCPair,
-        user_performing_action: DATestUser,
         timeout: float = MAX_DELAY,
+        user_performing_action: DATestUser | None = None,
     ) -> None:
         """wait for the number of docs to be indexed on the connector.
         This is used to test pausing a connector in the middle of indexing and
@@ -304,9 +342,9 @@ class CCPairManager:
     @staticmethod
     def wait_for_indexing_in_progress(
         cc_pair: DATestCCPair,
-        user_performing_action: DATestUser,
         timeout: float = MAX_DELAY,
         num_docs: int = 16,
+        user_performing_action: DATestUser | None = None,
     ) -> None:
         """wait for the number of docs to be indexed on the connector.
         This is used to test pausing a connector in the middle of indexing and
@@ -355,8 +393,8 @@ class CCPairManager:
     def wait_for_indexing_completion(
         cc_pair: DATestCCPair,
         after: datetime,
-        user_performing_action: DATestUser,
         timeout: float = MAX_DELAY,
+        user_performing_action: DATestUser | None = None,
     ) -> None:
         """after: Wait for an indexing success time after this time"""
         start = time.monotonic()
@@ -392,22 +430,30 @@ class CCPairManager:
     @staticmethod
     def prune(
         cc_pair: DATestCCPair,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> None:
         result = requests.post(
             url=f"{API_SERVER_URL}/manage/admin/cc-pair/{cc_pair.id}/prune",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         result.raise_for_status()
 
     @staticmethod
     def last_pruned(
         cc_pair: DATestCCPair,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> datetime | None:
         response = requests.get(
             url=f"{API_SERVER_URL}/manage/admin/cc-pair/{cc_pair.id}/last_pruned",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         response.raise_for_status()
         response_str = response.json()
@@ -425,8 +471,8 @@ class CCPairManager:
     def wait_for_prune(
         cc_pair: DATestCCPair,
         after: datetime,
-        user_performing_action: DATestUser,
         timeout: float = MAX_DELAY,
+        user_performing_action: DATestUser | None = None,
     ) -> None:
         """after: The task register time must be after this time."""
         start = time.monotonic()
@@ -450,7 +496,7 @@ class CCPairManager:
     @staticmethod
     def sync(
         cc_pair: DATestCCPair,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> None:
         """This function triggers a permission sync.
         Naming / intent of this function probably could use improvement, but currently it's letting
@@ -458,14 +504,22 @@ class CCPairManager:
         """
         result = requests.post(
             url=f"{API_SERVER_URL}/manage/admin/cc-pair/{cc_pair.id}/sync-permissions",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         if result.status_code != 409:
             result.raise_for_status()
 
         group_sync_result = requests.post(
             url=f"{API_SERVER_URL}/manage/admin/cc-pair/{cc_pair.id}/sync-groups",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         if group_sync_result.status_code != 409:
             group_sync_result.raise_for_status()
@@ -474,11 +528,15 @@ class CCPairManager:
     @staticmethod
     def get_doc_sync_task(
         cc_pair: DATestCCPair,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> datetime | None:
         doc_sync_response = requests.get(
             url=f"{API_SERVER_URL}/manage/admin/cc-pair/{cc_pair.id}/sync-permissions",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         doc_sync_response.raise_for_status()
         doc_sync_response_str = doc_sync_response.json()
@@ -495,11 +553,15 @@ class CCPairManager:
     @staticmethod
     def get_group_sync_task(
         cc_pair: DATestCCPair,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> datetime | None:
         group_sync_response = requests.get(
             url=f"{API_SERVER_URL}/manage/admin/cc-pair/{cc_pair.id}/sync-groups",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         group_sync_response.raise_for_status()
         group_sync_response_str = group_sync_response.json()
@@ -516,11 +578,15 @@ class CCPairManager:
     @staticmethod
     def get_doc_sync_statuses(
         cc_pair: DATestCCPair,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> list[DocumentSyncStatus]:
         response = requests.get(
             url=f"{API_SERVER_URL}/manage/admin/cc-pair/{cc_pair.id}/get-docs-sync-status",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         response.raise_for_status()
         doc_sync_statuses: list[DocumentSyncStatus] = []
@@ -547,9 +613,9 @@ class CCPairManager:
     def wait_for_sync(
         cc_pair: DATestCCPair,
         after: datetime,
-        user_performing_action: DATestUser,
         timeout: float = MAX_DELAY,
         number_of_updated_docs: int = 0,
+        user_performing_action: DATestUser | None = None,
         # Sometimes waiting for a group sync is not necessary
         should_wait_for_group_sync: bool = True,
         # Sometimes waiting for a vespa sync is not necessary
@@ -637,8 +703,8 @@ class CCPairManager:
 
     @staticmethod
     def wait_for_deletion_completion(
-        user_performing_action: DATestUser,
         cc_pair_id: int | None = None,
+        user_performing_action: DATestUser | None = None,
     ) -> None:
         """if cc_pair_id is not specified, just waits until no connectors are in the deleting state.
         if cc_pair_id is specified, checks to ensure the specific cc_pair_id is gone.

backend/tests/integration/common_utils/managers/chat.py

@@ -17,6 +17,7 @@ from onyx.server.query_and_chat.models import ChatSessionCreationRequest
 from onyx.server.query_and_chat.models import SendMessageRequest
 from onyx.server.query_and_chat.streaming_models import StreamingType
 from tests.integration.common_utils.constants import API_SERVER_URL
+from tests.integration.common_utils.constants import GENERAL_HEADERS
 from tests.integration.common_utils.test_models import DATestChatMessage
 from tests.integration.common_utils.test_models import DATestChatSession
 from tests.integration.common_utils.test_models import DATestUser
@@ -73,9 +74,9 @@ class StreamPacketData(TypedDict, total=False):
 class ChatSessionManager:
     @staticmethod
     def create(
-        user_performing_action: DATestUser,
         persona_id: int = 0,
         description: str = "Test chat session",
+        user_performing_action: DATestUser | None = None,
     ) -> DATestChatSession:
         chat_session_creation_req = ChatSessionCreationRequest(
             persona_id=persona_id, description=description
@@ -83,7 +84,11 @@ class ChatSessionManager:
         response = requests.post(
             f"{API_SERVER_URL}/chat/create-chat-session",
             json=chat_session_creation_req.model_dump(),
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         response.raise_for_status()
         chat_session_id = response.json()["chat_session_id"]
@@ -95,8 +100,8 @@ class ChatSessionManager:
     def send_message(
         chat_session_id: UUID,
         message: str,
-        user_performing_action: DATestUser,
         parent_message_id: int | None = None,
+        user_performing_action: DATestUser | None = None,
         file_descriptors: list[FileDescriptor] | None = None,
         allowed_tool_ids: list[int] | None = None,
         forced_tool_ids: list[int] | None = None,
@@ -121,12 +126,19 @@ class ChatSessionManager:
             llm_override=llm_override,
         )
 
+        headers = (
+            user_performing_action.headers
+            if user_performing_action
+            else GENERAL_HEADERS
+        )
+        cookies = user_performing_action.cookies if user_performing_action else None
+
         response = requests.post(
             f"{API_SERVER_URL}/chat/send-chat-message",
             json=chat_message_req.model_dump(mode="json"),
-            headers=user_performing_action.headers,
+            headers=headers,
             stream=True,
-            cookies=user_performing_action.cookies,
+            cookies=cookies,
         )
 
         streamed_response = ChatSessionManager.analyze_response(response)
@@ -155,9 +167,9 @@ class ChatSessionManager:
     def send_message_with_disconnect(
         chat_session_id: UUID,
         message: str,
-        user_performing_action: DATestUser,
         disconnect_after_packets: int = 0,
         parent_message_id: int | None = None,
+        user_performing_action: DATestUser | None = None,
         file_descriptors: list[FileDescriptor] | None = None,
         allowed_tool_ids: list[int] | None = None,
         forced_tool_ids: list[int] | None = None,
@@ -196,14 +208,21 @@ class ChatSessionManager:
             llm_override=llm_override,
         )
 
+        headers = (
+            user_performing_action.headers
+            if user_performing_action
+            else GENERAL_HEADERS
+        )
+        cookies = user_performing_action.cookies if user_performing_action else None
+
         packets_received = 0
 
         with requests.post(
             f"{API_SERVER_URL}/chat/send-chat-message",
             json=chat_message_req.model_dump(mode="json"),
-            headers=user_performing_action.headers,
+            headers=headers,
             stream=True,
-            cookies=user_performing_action.cookies,
+            cookies=cookies,
         ) as response:
             for line in response.iter_lines():
                 if not line:
@@ -340,11 +359,15 @@ class ChatSessionManager:
     @staticmethod
     def get_chat_history(
         chat_session: DATestChatSession,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> list[DATestChatMessage]:
         response = requests.get(
             f"{API_SERVER_URL}/chat/get-chat-session/{chat_session.id}",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         response.raise_for_status()
 
@@ -364,7 +387,7 @@ class ChatSessionManager:
     def create_chat_message_feedback(
         message_id: int,
         is_positive: bool,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
         feedback_text: str | None = None,
         predefined_feedback: str | None = None,
     ) -> None:
@@ -376,14 +399,18 @@ class ChatSessionManager:
                 "feedback_text": feedback_text,
                 "predefined_feedback": predefined_feedback,
             },
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         response.raise_for_status()
 
     @staticmethod
     def delete(
         chat_session: DATestChatSession,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> bool:
         """
         Delete a chat session and all its related records (messages, agent data, etc.)
@@ -393,14 +420,18 @@ class ChatSessionManager:
         """
         response = requests.delete(
             f"{API_SERVER_URL}/chat/delete-chat-session/{chat_session.id}",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         return response.ok
 
     @staticmethod
     def soft_delete(
         chat_session: DATestChatSession,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> bool:
         """
         Soft delete a chat session (marks as deleted but keeps in database).
@@ -411,14 +442,18 @@ class ChatSessionManager:
         # or make a direct call with hard_delete=False parameter via a new endpoint
         response = requests.delete(
             f"{API_SERVER_URL}/chat/delete-chat-session/{chat_session.id}?hard_delete=false",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         return response.ok
 
     @staticmethod
     def hard_delete(
         chat_session: DATestChatSession,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> bool:
         """
         Hard delete a chat session (completely removes from database).
@@ -427,14 +462,18 @@ class ChatSessionManager:
         """
         response = requests.delete(
             f"{API_SERVER_URL}/chat/delete-chat-session/{chat_session.id}?hard_delete=true",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         return response.ok
 
     @staticmethod
     def verify_deleted(
         chat_session: DATestChatSession,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> bool:
         """
         Verify that a chat session has been deleted by attempting to retrieve it.
@@ -443,7 +482,11 @@ class ChatSessionManager:
         """
         response = requests.get(
             f"{API_SERVER_URL}/chat/get-chat-session/{chat_session.id}",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         # Chat session should return 404 if it doesn't exist or is deleted
         return response.status_code == 404
@@ -451,7 +494,7 @@ class ChatSessionManager:
     @staticmethod
     def verify_soft_deleted(
         chat_session: DATestChatSession,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> bool:
         """
         Verify that a chat session has been soft deleted (marked as deleted but still in DB).
@@ -461,7 +504,11 @@ class ChatSessionManager:
         # Try to get the chat session with include_deleted=true
         response = requests.get(
             f"{API_SERVER_URL}/chat/get-chat-session/{chat_session.id}?include_deleted=true",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
 
         if response.status_code == 200:
@@ -473,7 +520,7 @@ class ChatSessionManager:
     @staticmethod
     def verify_hard_deleted(
         chat_session: DATestChatSession,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> bool:
         """
         Verify that a chat session has been hard deleted (completely removed from DB).
@@ -483,7 +530,11 @@ class ChatSessionManager:
         # Try to get the chat session with include_deleted=true
         response = requests.get(
             f"{API_SERVER_URL}/chat/get-chat-session/{chat_session.id}?include_deleted=true",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
 
         # For hard delete, even with include_deleted=true, the record should not exist

backend/tests/integration/common_utils/managers/connector.py

@@ -8,6 +8,7 @@ from onyx.db.enums import AccessType
 from onyx.server.documents.models import ConnectorUpdateRequest
 from onyx.server.documents.models import DocumentSource
 from tests.integration.common_utils.constants import API_SERVER_URL
+from tests.integration.common_utils.constants import GENERAL_HEADERS
 from tests.integration.common_utils.test_models import DATestConnector
 from tests.integration.common_utils.test_models import DATestUser
 
@@ -15,13 +16,13 @@ from tests.integration.common_utils.test_models import DATestUser
 class ConnectorManager:
     @staticmethod
     def create(
-        user_performing_action: DATestUser,
         name: str | None = None,
         source: DocumentSource = DocumentSource.FILE,
         input_type: InputType = InputType.LOAD_STATE,
         connector_specific_config: dict[str, Any] | None = None,
         access_type: AccessType = AccessType.PUBLIC,
         groups: list[int] | None = None,
+        user_performing_action: DATestUser | None = None,
         refresh_freq: int | None = None,
     ) -> DATestConnector:
         name = f"{name}-connector" if name else f"test-connector-{uuid4()}"
@@ -50,7 +51,11 @@ class ConnectorManager:
         response = requests.post(
             url=f"{API_SERVER_URL}/manage/admin/connector",
             json=connector_update_request.model_dump(),
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         response.raise_for_status()
 
@@ -68,33 +73,45 @@ class ConnectorManager:
     @staticmethod
     def edit(
         connector: DATestConnector,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> None:
         response = requests.patch(
             url=f"{API_SERVER_URL}/manage/admin/connector/{connector.id}",
             json=connector.model_dump(exclude={"id"}),
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         response.raise_for_status()
 
     @staticmethod
     def delete(
         connector: DATestConnector,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> None:
         response = requests.delete(
             url=f"{API_SERVER_URL}/manage/admin/connector/{connector.id}",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         response.raise_for_status()
 
     @staticmethod
     def get_all(
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> list[DATestConnector]:
         response = requests.get(
             url=f"{API_SERVER_URL}/manage/connector",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         response.raise_for_status()
         return [
@@ -110,12 +127,15 @@ class ConnectorManager:
 
     @staticmethod
     def get(
-        connector_id: int,
-        user_performing_action: DATestUser,
+        connector_id: int, user_performing_action: DATestUser | None = None
     ) -> DATestConnector:
         response = requests.get(
             url=f"{API_SERVER_URL}/manage/connector/{connector_id}",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         response.raise_for_status()
         conn = response.json()

backend/tests/integration/common_utils/managers/credential.py

@@ -6,6 +6,7 @@ import requests
 from onyx.server.documents.models import CredentialSnapshot
 from onyx.server.documents.models import DocumentSource
 from tests.integration.common_utils.constants import API_SERVER_URL
+from tests.integration.common_utils.constants import GENERAL_HEADERS
 from tests.integration.common_utils.test_models import DATestCredential
 from tests.integration.common_utils.test_models import DATestUser
 
@@ -13,13 +14,13 @@ from tests.integration.common_utils.test_models import DATestUser
 class CredentialManager:
     @staticmethod
     def create(
-        user_performing_action: DATestUser,
         credential_json: dict[str, Any] | None = None,
         admin_public: bool = True,
         name: str | None = None,
         source: DocumentSource = DocumentSource.FILE,
         curator_public: bool = True,
         groups: list[int] | None = None,
+        user_performing_action: DATestUser | None = None,
     ) -> DATestCredential:
         name = f"{name}-credential" if name else f"test-credential-{uuid4()}"
 
@@ -35,7 +36,11 @@ class CredentialManager:
         response = requests.post(
             url=f"{API_SERVER_URL}/manage/credential",
             json=credential_request,
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
 
         response.raise_for_status()
@@ -52,46 +57,61 @@ class CredentialManager:
     @staticmethod
     def edit(
         credential: DATestCredential,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> None:
         request = credential.model_dump(include={"name", "credential_json"})
         response = requests.put(
             url=f"{API_SERVER_URL}/manage/admin/credential/{credential.id}",
             json=request,
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         response.raise_for_status()
 
     @staticmethod
     def delete(
         credential: DATestCredential,
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> None:
         response = requests.delete(
             url=f"{API_SERVER_URL}/manage/credential/{credential.id}",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         response.raise_for_status()
 
     @staticmethod
     def get(
-        credential_id: int,
-        user_performing_action: DATestUser,
+        credential_id: int, user_performing_action: DATestUser | None = None
     ) -> CredentialSnapshot:
         response = requests.get(
             url=f"{API_SERVER_URL}/manage/credential/{credential_id}",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         response.raise_for_status()
         return CredentialSnapshot(**response.json())
 
     @staticmethod
     def get_all(
-        user_performing_action: DATestUser,
+        user_performing_action: DATestUser | None = None,
     ) -> list[CredentialSnapshot]:
         response = requests.get(
             f"{API_SERVER_URL}/manage/credential",
-            headers=user_performing_action.headers,
+            headers=(
+                user_performing_action.headers
+                if user_performing_action
+                else GENERAL_HEADERS
+            ),
         )
         response.raise_for_status()
         return [CredentialSnapshot(**cred) for cred in response.json()]
@@ -99,8 +119,8 @@ class CredentialManager:
     @staticmethod
     def verify(
         credential: DATestCredential,
-        user_performing_action: DATestUser,
         verify_deleted: bool = False,
+        user_performing_action: DATestUser | None = None,
     ) -> None:
         all_credentials = CredentialManager.get_all(user_performing_action)
         for fetched_credential in all_credentials:

backend/tests/integration/common_utils/managers/document.py

@@ -10,6 +10,7 @@ from onyx.db.enums import AccessType
 from onyx.db.models import ConnectorCredentialPair
 from onyx.db.models import DocumentByConnectorCredentialPair
 from tests.integration.common_utils.constants import API_SERVER_URL
+from tests.integration.common_utils.constants import GENERAL_HEADERS
 from tests.integration.common_utils.constants import NUM_DOCS
 from tests.integration.common_utils.managers.api_key import DATestAPIKey
 from tests.integration.common_utils.managers.cc_pair import DATestCCPair
@@ -21,9 +22,9 @@ from tests.integration.common_utils.vespa import vespa_fixture
 def _verify_document_permissions(
     retrieved_doc: dict,
     cc_pair: DATestCCPair,
-    doc_creating_user: DATestUser,
     doc_set_names: list[str] | None = None,
     group_names: list[str] | None = None,
+    doc_creating_user: DATestUser | None = None,
 ) -> None:
     acl_keys = set(retrieved_doc.get("access_control_list", {}).keys())
     print(f"ACL keys: {acl_keys}")
@@ -35,11 +36,12 @@ def _verify_document_permissions(
                 " does not have the PUBLIC ACL key"
             )
 
-    if f"user_email:{doc_creating_user.email}" not in acl_keys:
-        raise ValueError(
-            f"Document {retrieved_doc['document_id']} was created by user"
-            f" {doc_creating_user.email} but does not have the user_email:{doc_creating_user.email} ACL key"
-        )
+    if doc_creating_user is not None:
+        if f"user_email:{doc_creating_user.email}" not in acl_keys:
+            raise ValueError(
+                f"Document {retrieved_doc['document_id']} was created by user"
+                f" {doc_creating_user.email} but does not have the user_email:{doc_creating_user.email} ACL key"
+            )
 
     if group_names is not None:
         expected_group_keys = {f"group:{group_name}" for group_name in group_names}
@@ -99,9 +101,9 @@ class DocumentManager:
     @staticmethod
     def seed_dummy_docs(
         cc_pair: DATestCCPair,
-        api_key: DATestAPIKey,
         num_docs: int = NUM_DOCS,
         document_ids: list[str] | None = None,
+        api_key: DATestAPIKey | None = None,
     ) -> list[SimpleTestDocument]:
         # Use provided document_ids if available, otherwise generate random UUIDs
         if document_ids is None:
@@ -116,13 +118,12 @@ class DocumentManager:
             response = requests.post(
                 f"{API_SERVER_URL}/onyx-api/ingestion",
                 json=document,
-                headers=api_key.headers,
+                headers=api_key.headers if api_key else GENERAL_HEADERS,
             )
             response.raise_for_status()
 
-        print(
-            f"Seeding docs for api_key_id={api_key.api_key_id} completed successfully."
-        )
+        api_key_id = api_key.api_key_id if api_key else ""
+        print(f"Seeding docs for api_key_id={api_key_id} completed successfully.")
         return [
             SimpleTestDocument(
                 id=document["document"]["id"],
@@ -135,8 +136,8 @@ class DocumentManager:
     def seed_doc_with_content(
         cc_pair: DATestCCPair,
         content: str,
-        api_key: DATestAPIKey,
         document_id: str | None = None,
+        api_key: DATestAPIKey | None = None,
         metadata: dict | None = None,
     ) -> SimpleTestDocument:
         # Use provided document_ids if available, otherwise generate random UUIDs
@@ -152,13 +153,12 @@ class DocumentManager:
         response = requests.post(
             f"{API_SERVER_URL}/onyx-api/ingestion",
             json=document,
-            headers=api_key.headers,
+            headers=api_key.headers if api_key else GENERAL_HEADERS,
         )
         response.raise_for_status()
 
-        print(
-            f"Seeding doc for api_key_id={api_key.api_key_id} completed successfully."
-        )
+        api_key_id = api_key.api_key_id if api_key else ""
+        print(f"Seeding doc for api_key_id={api_key_id} completed successfully.")
 
         return SimpleTestDocument(
             id=document["document"]["id"],
@@ -169,11 +169,11 @@ class DocumentManager:
     def verify(
         vespa_client: vespa_fixture,
         cc_pair: DATestCCPair,
-        doc_creating_user: DATestUser,
         # If None, will not check doc sets or groups
         # If empty list, will check for empty doc sets or groups
         doc_set_names: list[str] | None = None,
         group_names: list[str] | None = None,
+        doc_creating_user: DATestUser | None = None,
         verify_deleted: bool = False,
     ) -> None:
         doc_ids = [document.id for document in cc_pair.documents]
@@ -212,9 +212,9 @@ class DocumentManager:
             _verify_document_permissions(
                 retrieved_doc,
                 cc_pair,
-                doc_creating_user,
                 doc_set_names,
                 group_names,
+                doc_creating_user,
             )
 
     @staticmethod
@@ -268,11 +268,11 @@ class IngestionManager(DocumentManager):
 
     @staticmethod
     def list_all_ingestion_docs(
-        api_key: DATestAPIKey,
+        api_key: DATestAPIKey | None = None,
     ) -> list[dict]:
         response = requests.get(
             f"{API_SERVER_URL}/onyx-api/ingestion",
-            headers=api_key.headers,
+            headers=api_key.headers if api_key else GENERAL_HEADERS,
         )
         response.raise_for_status()
         return response.json()
@@ -280,11 +280,11 @@ class IngestionManager(DocumentManager):
     @staticmethod
     def delete(
         document_id: str,
-        api_key: DATestAPIKey,
+        api_key: DATestAPIKey | None = None,
     ) -> None:
         response = requests.delete(
             f"{API_SERVER_URL}/onyx-api/ingestion/{document_id}",
-            headers=api_key.headers,
+            headers=api_key.headers if api_key else GENERAL_HEADERS,
         )
         response.raise_for_status()
         print(f"Deleted document {document_id} successfully.")