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@paullizer paullizer commented Mar 2, 2026

Feature Release

(v0.238.025)

New Features

  • Conversation Export

    • Export one or multiple conversations from the Chat page in JSON or Markdown format.
    • Single Export: Use the ellipsis menu on any conversation to quickly export it.
    • Multi-Export: Enter selection mode, check the conversations you want, and click the export button.
    • A guided 4-step wizard walks you through selection review, format choice, packaging options (single file or ZIP archive), and download.
    • Sensitive internal metadata is automatically stripped from exported data for security.
  • Retention Policy UI for Groups and Public Workspaces

    • Can now configure conversation and document retention periods directly from the workspace and group management page.
    • Choose from preset retention periods ranging from 7 days to 10 years, use the organization default, or disable automatic deletion entirely.
  • Owner-Only Group Agent and Action Management

    • New admin setting to restrict group agent and group action management (create, edit, delete) to only the group Owner role.
    • Admin Toggle: "Require Owner to Manage Group Agents and Actions" located in Admin Settings > My Groups section, under the existing group creation membership setting.
    • Default Off: When disabled, both Owner and Admin roles can manage group agents and actions (preserving existing behavior).
    • When Enabled: Only the group Owner can create, edit, and delete group agents and group actions. Group Admins and other roles are restricted to read-only access.
    • Backend Enforcement: Server-side validation returns 403 for non-Owner users attempting create, update, or delete operations on group agents and actions.
    • Frontend Enforcement: "New Agent" and "New Action" buttons are hidden, edit/delete controls are removed, and a permission warning is displayed for non-Owner users.
    • Files Modified: functions_settings.py, admin_settings.html, route_frontend_admin_settings.py, route_backend_agents.py, route_backend_plugins.py, group_workspaces.html, group_agents.js, group_plugins.js.
    • (Ref: require_owner_for_group_agent_management setting, assert_group_role permission check)
  • Enforce Workspace Scope Lock

    • New admin setting to control whether users can unlock workspace scope in chat conversations.
    • Enabled by Default: When enabled, workspace scope automatically locks after the first AI search and users cannot unlock it, preventing accidental cross-contamination between data sources.
    • Informational Modal: Users can still click the lock icon to view which workspaces are locked, but the "Unlock Scope" button is hidden and replaced with an informational message.
    • Backend Enforcement: Server-side validation rejects unlock API requests when the setting is enabled, providing defense-in-depth security.
    • Admin Toggle: Located in Admin Settings > Workspace tab in the new "Workspace Scope Lock" section.
    • Files Modified: config.py, functions_settings.py, route_frontend_admin_settings.py, admin_settings.html, chats.html, chat-documents.js, route_backend_conversations.py.
    • (Ref: ENFORCE_WORKSPACE_SCOPE_LOCK.md)
  • Blob Metadata Tag Propagation

    • Document tags now propagate to Azure Blob Storage metadata when enhanced citations is enabled.
    • Automatic Sync: When tags are added, removed, or updated on a document, the corresponding blob's metadata is updated with a document_tags field containing a comma-separated list of tags.
    • Conditional: Only active when enable_enhanced_citations is enabled in admin settings; no blob metadata changes occur otherwise.
    • Cross-Workspace: Works for personal, group, and public workspace documents.
    • Non-Blocking: Blob metadata update failures are logged but do not prevent the primary tag propagation to AI Search chunks.
    • Files Modified: functions_documents.py.
    • (Ref: BLOB_METADATA_TAG_PROPAGATION.md)
  • Document Tag System

    • Comprehensive tag management system for organizing documents across personal, group, and public workspaces.
    • Tag Definitions: Tags with custom colors from a 10-color default palette (blue, green, amber, red, purple, pink, cyan, lime, orange, indigo) or user-specified hex codes. Colors assigned deterministically via character-sum hash.
    • Full CRUD API: 15 endpoints (5 per workspace type) for listing, creating, bulk tagging, renaming/recoloring, and deleting tags. Consistent API pattern across /api/documents/tags, /api/group_documents/<id>/tags, and /api/public_workspace_documents/<id>/tags.
    • Bulk Tag Operations: Apply, remove, or replace tags on multiple documents in a single operation with per-document success/error reporting.
    • AI Search Integration: Tags propagate to all document chunks via propagate_tags_to_chunks(), enabling OData tag filtering during hybrid search with AND logic (document_tags/any(t: t eq 'tag')).
    • Tag Validation: Max 50 characters, alphanumeric plus hyphens/underscores only, normalized to lowercase, duplicates silently deduplicated.
    • Tag Storage: Personal tags in user settings, group tags on group Cosmos document, public workspace tags on workspace Cosmos document.
    • Files Modified: functions_documents.py, functions_search.py, route_backend_documents.py, route_backend_group_documents.py, route_backend_public_documents.py.
    • Files Added: static/json/ai_search-index-user.json, static/json/ai_search-index-group.json, static/json/ai_search-index-public.json.
    • (Ref: Document Tag System, AI Search OData filtering, cross-workspace tags, DOCUMENT_TAG_SYSTEM.md)
  • Workspace Folder View (Grid View)

    • Toggle between traditional list view and folder-based grid view for workspace documents via radio buttons.
    • Tag Folders: Color-coded folder cards displaying tag name, document count, folder icon, and context menu (rename, recolor, delete).
    • Special Folders: "Untagged" folder for documents with no tags and "Unclassified" folder for documents without classification (when classification is enabled).
    • Folder Drill-Down: Click a folder to view its contents with breadcrumb navigation, in-folder search, configurable page sizes (10, 20, 50), and sort by filename or title.
    • Grid Sort Controls: Sort folder overview by name or file count with ascending/descending toggle.
    • View Persistence: Selected view preference saved to localStorage and restored on page load.
    • Tag Management Modal: Step-through workflow for creating, editing, renaming, recoloring, and deleting tags with color picker.
    • Cross-Workspace Support: Equivalent grid view and tag management available in group workspaces (inline JS) and public workspaces.
    • Files Added: workspace-tags.js (1257 lines), workspace-tag-management.js (732 lines).
    • Files Modified: workspace.html, group_workspaces.html, public_workspaces.html, public_workspace.js.
    • (Ref: Folder view, tag management modal, grid rendering, WORKSPACE_FOLDER_VIEW.md)
  • Multi-Workspace Scope Management

    • Select from Personal, multiple Group, and multiple Public workspaces simultaneously in the chat interface.
    • Hierarchical Scope Dropdown: Organized sections with checkbox multi-selection and "Select All / Clear All" toggle with indeterminate state support.
    • Scope Locking: Per-conversation lock that freezes workspace selection after the first AI Search. Three-state machine: null (auto-lockable) → true (locked) → false (user-unlocked) → true (re-lockable).
    • Lock Indicator: Visual lock icon with tooltip showing locked workspace names. Locked workspaces appear grayed out in the dropdown.
    • Lock/Unlock Modal: Dialog for manually toggling scope lock per conversation.
    • Lock Persistence: Lock state stored in conversation metadata via PATCH /api/conversations/<id>/scope_lock.
    • Workspace Search Container: Multi-column flex layout (Scope → Tags → Documents) with connected card UI and viewport boundary detection.
    • Files Modified: chat-documents.js, chat-messages.js, chats.html, route_backend_chats.py, route_backend_conversations.py.
    • (Ref: Multi-workspace selection, scope locking, search container layout, MULTI_WORKSPACE_SCOPE_MANAGEMENT.md)
  • Chat Document and Tag Filtering

    • Checkbox-based multi-document selection replacing the legacy single-document dropdown in the chat interface.
    • Custom Document Dropdown: Checkboxes for each document with real-time search, "All Documents" option, and selected count display ("3 Documents").
    • Scope Indicators: Each document labeled with its source workspace: [Personal], [Group: Name], or [Public: Name].
    • Multi-Tag Filtering: Checkbox dropdown for selecting tags to filter the document list. Classification categories shown with color coding when enabled.
    • Dynamic Tag Loading: Tags load and merge across all selected scope workspaces with aggregated counts.
    • DOM-Based Filtering: Non-matching documents removed from the DOM (not hidden via CSS), following project conventions. Removed items stored for restoration when filters change.
    • Backend Integration: Selected document IDs and tags sent in chat request body. Backend constructs OData AND filter: document_tags/any(t: t eq 'tag1') and document_tags/any(t: t eq 'tag2').
    • Files Modified: chat-documents.js, chat-messages.js, functions_search.py, route_backend_chats.py, chats.html.
    • (Ref: Multi-document selection, tag filtering, OData search integration, CHAT_DOCUMENT_AND_TAG_FILTERING.md)

Bug Fixes

  • Public Workspace setActive 403 Fix
    • Fixed issue where non-owner/admin/document-manager users received a 403 "Not a member" error when trying to activate a public workspace for chat.
    • Root cause was an overly restrictive membership check on the /api/public_workspaces/setActive endpoint that only allowed owners, admins, and document managers — even though public workspaces are intended to be accessible to all authenticated users for chatting.
    • Removed the membership verification from the setActive endpoint; the route still requires authentication (@login_required, @user_required) and the public workspaces feature flag (@enabled_required).
    • Other admin-level endpoints (listing members, viewing stats, ownership transfer) retain their membership checks.
    • (Ref: route_backend_public_workspaces.py, api_set_active_public_workspace)
  • Chats Page User Settings Hardening
    • Fixed a user-specific chats page failure where only one affected user could not load /chats due to malformed per-user settings data.
    • Root Cause: The chats route assumed user_settings["settings"] was always a dictionary. If that field existed but had an invalid type (for example string, null, or list), the page could fail before rendering.
    • Solution: Hardened get_user_settings() to normalize missing/malformed settings to {} and persist the repaired document. Hardened the chats route to use safe dictionary fallbacks when reading nested settings values.
    • Telemetry: Added repair logging ([UserSettings] Malformed settings repaired) to improve diagnostics for future user-specific data-shape issues.
    • Files Modified: functions_settings.py, route_frontend_chats.py, config.py.
    • Files Added: test_chats_user_settings_hardening_fix.py, CHATS_USER_SETTINGS_HARDENING_FIX.md.
    • (Ref: user settings normalization, /chats route resilience, functional_tests/test_chats_user_settings_hardening_fix.py, docs/explanation/fixes/CHATS_USER_SETTINGS_HARDENING_FIX.md)
  • Tag Filter Input Sanitization (Injection Prevention)
    • Added sanitize_tags_for_filter() function to validate tag filter inputs against the same ^[a-z0-9_-]+$ character whitelist enforced when saving tags.
    • Previously, tag filter values from query parameters only passed through normalize_tag() (strip + lowercase) without character validation, allowing arbitrary characters to reach OData filter construction in build_tags_filter().
    • Hardened build_tags_filter() in functions_search.py to validate tags before interpolating into OData expressions, eliminating the OData injection vector.
    • Updated tag filter parsing in personal, group, and public document routes to use sanitize_tags_for_filter() for defense-in-depth.
    • Invalid tag filter values are silently dropped (they cannot match any stored tag).
    • Files Modified: functions_documents.py, functions_search.py, route_backend_documents.py, route_backend_group_documents.py, route_backend_public_documents.py.
    • (Ref: TAG_FILTER_INJECTION_FIX.md, sanitize_tags_for_filter)
  • Citation Parsing Bug Fix
    • Fixed citation parsing edge cases where page range references (e.g., "Pages: 1-5") failed to generate correct clickable links when not all pages had explicit reference IDs in the bracketed citation section of the AI response.
    • Root Cause: The parseCitations() function only generated links for pages with existing [doc_prefix_N] bracket references, leaving pages without explicit references as non-functional text.
    • Solution: Added auto-fill logic using getDocPrefix() to extract the document ID prefix from known reference patterns and construct missing page references (e.g., if [doc_abc_1] exists, infer doc_abc_2 through doc_abc_5).
    • Files Modified: chat-citations.js.
    • (Ref: Citation parsing, page range handling, CITATION_IMPROVEMENTS.md)

User Interface Enhancements

  • Extended Document Dropdown Width

    • Widened the document selection dropdown in the chat interface for improved readability of long filenames. Dropdown width now dynamically adapts to the parent container.
    • Files Modified: chat-documents.js.
    • (Ref: Document dropdown, UI readability)
  • Enhanced Citation Links

    • Robust inline citation links with support for both inline source references and hybrid citation buttons.
    • Metadata citation support for viewing extracted document metadata including OCR text, vision analysis, and detected objects via the enhanced citation modal.
    • Improved error handling in citation JSON parsing with graceful fallback for malformed citation strings.
    • Files Modified: chat-citations.js, chat-enhanced-citations.js.
    • (Ref: Citation rendering, metadata citations, enhanced citation modal, CITATION_IMPROVEMENTS.md)

paullizer and others added 30 commits September 22, 2025 20:20
* Development (#467)

* upgrade to v0.229.060 (#459)

* Update release notes to show support for GPT-5

* Documented support for gpt-image-1

* Update config.py

* remove documentation folder

* Documentation and message table support (#444)

* Develop demo docs and import markdown table support

* fixed enhanced citations for groups and public workspaces

* Updated to support showing public workspaces in scope

* Update config.py

* fix docs

* Updated RELEASE_NOTES

* docs demos for public workspaces

* V0.229 bug fixes (v0.229.019) (#448)

* Development (#445)

* Update release notes to show support for GPT-5

* Documented support for gpt-image-1

* Update config.py

* remove documentation folder

* Documentation and message table support (#444)

* Develop demo docs and import markdown table support

* fixed enhanced citations for groups and public workspaces

* Updated to support showing public workspaces in scope

* Update config.py

* fix docs

* Updated RELEASE_NOTES

* video indexer config details, doc intel test button fix, move multimedia configs to search and extract

* improved header security

* updated versions

* moved

* Update EXTERNAL_HEALTH_CHECK_DUPLICATION_FIX.md

* added pdfs

* v0.229.019 bug fixes upgrade to v0.229.058 (#452)

* all urls in chat open in new tabs

* consolidated admin settings for improved navigation

* added left hand nav admin settings menus

* added left hand menu options for workspaces

* Added debug logging to video indexer processes

* readme and functional test

* Workspace Scope in Chat affects Prompts

* Create WORKSPACE_SCOPE_PROMPTS_FIX.md

* time based turn off for debug and file process logging

* improve saving in admin settings

* update to v0.229.058

* Update RELEASE_NOTES.md

* Update RELEASE_NOTES.md

* Popup modal for Health Check config

* Added Health Check config guide

* Chat page top nav bug (#458)

* initial fix

* fixed top nav chat up bug

* notes for v0.229.060

* file location fix

* Update config.py

* Update RELEASE_NOTES.md

* moved to correct location

* Fixed enhanced citations CSP bug

Simple Chat implemented improved security which negatively impacted enhanced citations.

* Updated release notes

* updated version and tests

* swagger support for all endpoints and added swagger search

* added wide screen support for chats when collapsing side bar

* v0.230.001 features
Updated else if for AUTHORITY
* setup folders and base files

* setting up files

* architecture diagrams

* updated to libdoc

* libdoc updates

* updating side bar

* removed loops

* editing side bar

* Created Simple Chat Jekyll theme

* Update config.py (#477) (#478)

Updated else if for AUTHORITY

Co-authored-by: Patrick C Davis <82388365+Patrick-Davis-MSFT@users.noreply.github.com>

* Updating architectures

* Update README.md

---------

Co-authored-by: Patrick C Davis <82388365+Patrick-Davis-MSFT@users.noreply.github.com>
paullizer and others added 30 commits January 23, 2026 11:28
Co-authored-by: Bionic711 <nadoyle@microsoft.com>
* updated the logging logic when running retention delete with archiving enabled (#642)

* Corrected version to 0.236.011 (#645)
* updated the logging logic when running retention delete with archiving enabled (#642)

* Corrected version to 0.236.011 (#645)

* v0.237.001 (#649)
* updated the logging logic when running retention delete with archiving enabled (#642)

* Corrected version to 0.236.011 (#645)

* v0.237.001 (#649)

* Use Microsoft python base image

* Add python ENV vars

* Add python ENV vars

* Install deps to systme

* Add temp dir to image and pip conf support

* Add custom-ca-certificates dir

* Logo bug fix (#654)

* release note updating for github coplilot

* fixed logo bug issue

* added 2,3,4,5,6,14 days to rentention policy

* added retention policy time updates

---------

Co-authored-by: Ed Clark <clarked@microsoft.com>
Co-authored-by: Bionic711 <13358952+Bionic711@users.noreply.github.com>
* updated the logging logic when running retention delete with archiving enabled (#642)

* Corrected version to 0.236.011 (#645)

* v0.237.001 (#649)

* Use Microsoft python base image

* Add python ENV vars

* Add python ENV vars

* Install deps to systme

* Add temp dir to image and pip conf support

* Add custom-ca-certificates dir

* Logo bug fix (#654)

* release note updating for github coplilot

* fixed logo bug issue

* added 2,3,4,5,6,14 days to rentention policy

* added retention policy time updates

* Rentention policy (#657)

* Critical Retention Policy Deletion Fix

* Create RETENTION_POLICY_NULL_LAST_ACTIVITY_FIX.md

---------

Co-authored-by: Ed Clark <clarked@microsoft.com>
Co-authored-by: Bionic711 <13358952+Bionic711@users.noreply.github.com>
* Add custom subdomain support for OpenAI and Speech Service in Terraform

- Added custom_subdomain_name to OpenAI resource for managed identity authentication
- Created Speech Service resource with custom subdomain configuration
- Added RBAC role assignments for Speech Service (Managed Identity and App Service MI)
- Includes Cognitive Services Speech User and Speech Contributor roles
- Documentation: Azure Speech managed identity setup guide

* Fix Azure AI Search test connection with managed identity

Replaced REST API approach with SearchIndexClient SDK to properly handle managed identity authentication in Azure public cloud. The SDK automatically handles token acquisition and endpoint construction, eliminating the 'search_resource_manager is not defined' error that occurred with the REST API approach.

* Fix Azure AI Search test connection with managed identity

Replaced REST API approach with SearchIndexClient SDK to properly handle managed identity authentication in Azure public cloud. The SDK automatically handles token acquisition and endpoint construction, eliminating the 'search_resource_manager is not defined' error that occurred with the REST API approach.

* Corrected file folder name

* Corrected the version number to reference 0.236.012

* Removed unneeded folder and document

* Revert terraform main.tf to upstream/Development version

* updated the logging logic when running retention delete with archiving enabled (#642)

* Corrected version to 0.236.011 (#645)

* v0.237.001 (#649)

* Use Microsoft python base image

* Add python ENV vars

* Add python ENV vars

* Install deps to systme

* Add temp dir to image and pip conf support

* Add custom-ca-certificates dir

* Logo bug fix (#654)

* release note updating for github coplilot

* fixed logo bug issue

* added 2,3,4,5,6,14 days to rentention policy

* added retention policy time updates

* Rentention policy (#657)

* Critical Retention Policy Deletion Fix

* Create RETENTION_POLICY_NULL_LAST_ACTIVITY_FIX.md

* fixed retention policy runtime bug and sidebar bug (#672)

---------

Co-authored-by: Chen, Vivien <Vivien.Chen+ecolab@ecolab.com>
Co-authored-by: Ed Clark <clarked@microsoft.com>
Co-authored-by: Bionic711 <13358952+Bionic711@users.noreply.github.com>
* Add custom subdomain support for OpenAI and Speech Service in Terraform

- Added custom_subdomain_name to OpenAI resource for managed identity authentication
- Created Speech Service resource with custom subdomain configuration
- Added RBAC role assignments for Speech Service (Managed Identity and App Service MI)
- Includes Cognitive Services Speech User and Speech Contributor roles
- Documentation: Azure Speech managed identity setup guide

* Fix Azure AI Search test connection with managed identity

Replaced REST API approach with SearchIndexClient SDK to properly handle managed identity authentication in Azure public cloud. The SDK automatically handles token acquisition and endpoint construction, eliminating the 'search_resource_manager is not defined' error that occurred with the REST API approach.

* Fix Azure AI Search test connection with managed identity

Replaced REST API approach with SearchIndexClient SDK to properly handle managed identity authentication in Azure public cloud. The SDK automatically handles token acquisition and endpoint construction, eliminating the 'search_resource_manager is not defined' error that occurred with the REST API approach.

* Corrected file folder name

* Corrected the version number to reference 0.236.012

* Removed unneeded folder and document

* Revert terraform main.tf to upstream/Development version

* updated the logging logic when running retention delete with archiving enabled (#642)

* Corrected version to 0.236.011 (#645)

* v0.237.001 (#649)

* Use Microsoft python base image

* Add python ENV vars

* Add python ENV vars

* Install deps to systme

* Add temp dir to image and pip conf support

* Add custom-ca-certificates dir

* Logo bug fix (#654)

* release note updating for github coplilot

* fixed logo bug issue

* added 2,3,4,5,6,14 days to rentention policy

* added retention policy time updates

* Rentention policy (#657)

* Critical Retention Policy Deletion Fix

* Create RETENTION_POLICY_NULL_LAST_ACTIVITY_FIX.md

* fixed retention policy runtime bug and sidebar bug (#672)

* Fix: Windows Unicode encoding issue for video uploads (#662)

- Added explicit UTF-8 encoding when reading file content on Windows
- Prevents UnicodeDecodeError when processing non-ASCII filenames
- Ensures consistent file handling across different operating systems

Co-authored-by: Chen, Vivien <Vivien.Chen+ecolab@ecolab.com>

* Update docs/how-to/azure_speech_managed_identity_manul_setup.md (#675)

Co-authored-by: vivche <vivche@microsoft.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Add custom subdomain support for OpenAI and Speech Service in Terraform (#558)

* Add custom subdomain support for OpenAI and Speech Service in Terraform

- Added custom_subdomain_name to OpenAI resource for managed identity authentication
- Created Speech Service resource with custom subdomain configuration
- Added RBAC role assignments for Speech Service (Managed Identity and App Service MI)
- Includes Cognitive Services Speech User and Speech Contributor roles
- Documentation: Azure Speech managed identity setup guide

* Update docs/how-to/azure_speech_managed_identity_manul_setup.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Chen, Vivien <Vivien.Chen+ecolab@ecolab.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* 0.237.006 (#676)

* Update chat-sidebar-conversations.js

* 0.237.006

* Update release_notes.md

---------

Co-authored-by: Chen, Vivien <Vivien.Chen+ecolab@ecolab.com>
Co-authored-by: Ed Clark <clarked@microsoft.com>
Co-authored-by: Bionic711 <13358952+Bionic711@users.noreply.github.com>
Co-authored-by: vivche <vivche@microsoft.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
* Add custom subdomain support for OpenAI and Speech Service in Terraform

- Added custom_subdomain_name to OpenAI resource for managed identity authentication
- Created Speech Service resource with custom subdomain configuration
- Added RBAC role assignments for Speech Service (Managed Identity and App Service MI)
- Includes Cognitive Services Speech User and Speech Contributor roles
- Documentation: Azure Speech managed identity setup guide

* Fix Azure AI Search test connection with managed identity

Replaced REST API approach with SearchIndexClient SDK to properly handle managed identity authentication in Azure public cloud. The SDK automatically handles token acquisition and endpoint construction, eliminating the 'search_resource_manager is not defined' error that occurred with the REST API approach.

* Fix Azure AI Search test connection with managed identity

Replaced REST API approach with SearchIndexClient SDK to properly handle managed identity authentication in Azure public cloud. The SDK automatically handles token acquisition and endpoint construction, eliminating the 'search_resource_manager is not defined' error that occurred with the REST API approach.

* Corrected file folder name

* Corrected the version number to reference 0.236.012

* Removed unneeded folder and document

* Revert terraform main.tf to upstream/Development version

* updated the logging logic when running retention delete with archiving enabled (#642)

* Corrected version to 0.236.011 (#645)

* v0.237.001 (#649)

* Use Microsoft python base image

* Add python ENV vars

* Add python ENV vars

* Install deps to systme

* Add temp dir to image and pip conf support

* Add custom-ca-certificates dir

* Logo bug fix (#654)

* release note updating for github coplilot

* fixed logo bug issue

* added 2,3,4,5,6,14 days to rentention policy

* added retention policy time updates

* Rentention policy (#657)

* Critical Retention Policy Deletion Fix

* Create RETENTION_POLICY_NULL_LAST_ACTIVITY_FIX.md

* fixed retention policy runtime bug and sidebar bug (#672)

* Fix: Windows Unicode encoding issue for video uploads (#662)

- Added explicit UTF-8 encoding when reading file content on Windows
- Prevents UnicodeDecodeError when processing non-ASCII filenames
- Ensures consistent file handling across different operating systems

Co-authored-by: Chen, Vivien <Vivien.Chen+ecolab@ecolab.com>

* Update docs/how-to/azure_speech_managed_identity_manul_setup.md (#675)

Co-authored-by: vivche <vivche@microsoft.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Add custom subdomain support for OpenAI and Speech Service in Terraform (#558)

* Add custom subdomain support for OpenAI and Speech Service in Terraform

- Added custom_subdomain_name to OpenAI resource for managed identity authentication
- Created Speech Service resource with custom subdomain configuration
- Added RBAC role assignments for Speech Service (Managed Identity and App Service MI)
- Includes Cognitive Services Speech User and Speech Contributor roles
- Documentation: Azure Speech managed identity setup guide

* Update docs/how-to/azure_speech_managed_identity_manul_setup.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Chen, Vivien <Vivien.Chen+ecolab@ecolab.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* 0.237.006 (#676)

* Update chat-sidebar-conversations.js

* 0.237.006

* Update release_notes.md

* fixed sidebar race condition (#679)

---------

Co-authored-by: Chen, Vivien <Vivien.Chen+ecolab@ecolab.com>
Co-authored-by: Ed Clark <clarked@microsoft.com>
Co-authored-by: Bionic711 <13358952+Bionic711@users.noreply.github.com>
Co-authored-by: vivche <vivche@microsoft.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
* Add custom subdomain support for OpenAI and Speech Service in Terraform

- Added custom_subdomain_name to OpenAI resource for managed identity authentication
- Created Speech Service resource with custom subdomain configuration
- Added RBAC role assignments for Speech Service (Managed Identity and App Service MI)
- Includes Cognitive Services Speech User and Speech Contributor roles
- Documentation: Azure Speech managed identity setup guide

* feat: Add ServiceNow integration documentation and bug fixes

- Add comprehensive ServiceNow integration guide with OAuth 2.0 setup
- Include OpenAPI specifications for Incident Management and Knowledge Base APIs
- Add agent instructions for ServiceNow support agent
- Fix GROUP_ACTION_OAUTH_SCHEMA_MERGING: Ensure additionalFields preserved during schema merge
- Fix GROUP_AGENT_LOADING: Improve group agent loading reliability
- Fix OPENAPI_BASIC_AUTH: Support basic authentication in OpenAPI actions
- Fix AZURE_AI_SEARCH_TEST_CONNECTION: Improve AI Search connection testing
- Update version to 0.236.012

* Removed the readme files for bug fix details

* Updated servicenow integration readme

* chore: Revert custom logo changes to upstream version

* chore: Revert terraform main.tf to upstream version

* Removed the two openai sample spec downloaed from servicennow site

* Update docs/how-to/agents/ServiceNow/servicenow_agent_instructions.txt

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/agents/ServiceNow/open_api_specs/sample_servicenow_incident_api.yaml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/azure_speech_managed_identity_manul_setup.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update application/single_app/semantic_kernel_plugins/openapi_plugin_factory.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Checked in the bug fix detail readme to docs/explanation/fixes/v0.236.012

* Added version number to the feature readme files

* Added version number to document, and removed redudant import statement

* refactor: use _ for intentionally unused variable in AI Search test

- Changed 'indexes = list(...)' to '_ = list(...)'
- Follows Python convention for discarded return values
- AI Search connection test only needs to verify the API call succeeds

* Removed azure_speech_managed_indeity_manual readme file since it is unrelated to this servicenow integration

* update version numbers to 0.236.012 in bug fix documentation

- OPENAPI_BASIC_AUTH_FIX.md: 0.235.026 → 0.236.012
- GROUP_ACTION_OAUTH_SCHEMA_MERGING_FIX.md: 0.235.028 → 0.236.012
- GROUP_AGENT_LOADING_FIX.md: 0.235.027 → 0.236.012
- AZURE_AI_SEARCH_TEST_CONNECTION_FIX.md: 0.235.004 → 0.236.012"

* Update application/single_app/semantic_kernel_loader.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/agents/ServiceNow/open_api_specs/sample_now_knowledge_latest_spec.yaml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/explanation/fixes/v0.236.012/AZURE_AI_SEARCH_TEST_CONNECTION_FIX.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/agents/ServiceNow/open_api_specs/sample_now_knowledge_latest_spec_basicauth.yaml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/agents/ServiceNow/open_api_specs/sample_servicenow_incident_api_basicauth.yaml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/explanation/fixes/v0.236.012/GROUP_AGENT_LOADING_FIX.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Remvoed debug statements that might include senstive info

* Rollback Azure AI Search test connection fix for separate PR

Reverted route_backend_settings.py to origin/development version and removed
AZURE_AI_SEARCH_TEST_CONNECTION_FIX.md documentation. These changes will be
submitted in a dedicated PR to keep the ServiceNow integration PR focused.

* Update application/single_app/semantic_kernel_plugins/openapi_plugin_factory.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/explanation/fixes/v0.236.012/GROUP_AGENT_LOADING_FIX.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/explanation/fixes/v0.236.012/GROUP_ACTION_OAUTH_SCHEMA_MERGING_FIX.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/agents/ServiceNow/SERVICENOW_OAUTH_SETUP.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Fix Azure AI Search test connection with managed identity

Replaced REST API approach with SearchIndexClient SDK to properly handle managed identity authentication in Azure public cloud. The SDK automatically handles token acquisition and endpoint construction, eliminating the 'search_resource_manager is not defined' error that occurred with the REST API approach.

* Fix Azure AI Search test connection with managed identity

Replaced REST API approach with SearchIndexClient SDK to properly handle managed identity authentication in Azure public cloud. The SDK automatically handles token acquisition and endpoint construction, eliminating the 'search_resource_manager is not defined' error that occurred with the REST API approach.

* Corrected file folder name

* Corrected the version number to reference 0.236.012

* Removed unneeded folder and document

* Revert terraform main.tf to upstream/Development version

* updated the logging logic when running retention delete with archiving enabled (#642)

* Corrected version to 0.236.011 (#645)

* v0.237.001 (#649)

* Use Microsoft python base image

* Add python ENV vars

* Add python ENV vars

* Install deps to systme

* Add temp dir to image and pip conf support

* Add custom-ca-certificates dir

* Logo bug fix (#654)

* release note updating for github coplilot

* fixed logo bug issue

* added 2,3,4,5,6,14 days to rentention policy

* added retention policy time updates

* Rentention policy (#657)

* Critical Retention Policy Deletion Fix

* Create RETENTION_POLICY_NULL_LAST_ACTIVITY_FIX.md

* Added ServiceNow support for create and publish article.  Including readme for configuration for 2 agents.

* Replace actual servicenow instance name with generic name in the readme file

* Changed version number in ServiceNow readme files to 0.237.005 since this pull request has latest changes from v0.237.004 Development branch

* Enhance ServiceNow agent for managing new KB article creation

* Added readme and open ai specs and agent instructions to support ServiceNow asset management

* Remove any references to actual ServiceNow instances

* fixed retention policy runtime bug and sidebar bug (#672)

* Fix: Windows Unicode encoding issue for video uploads (#662)

- Added explicit UTF-8 encoding when reading file content on Windows
- Prevents UnicodeDecodeError when processing non-ASCII filenames
- Ensures consistent file handling across different operating systems

Co-authored-by: Chen, Vivien <Vivien.Chen+ecolab@ecolab.com>

* Update docs/how-to/azure_speech_managed_identity_manul_setup.md (#675)

Co-authored-by: vivche <vivche@microsoft.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Add custom subdomain support for OpenAI and Speech Service in Terraform (#558)

* Add custom subdomain support for OpenAI and Speech Service in Terraform

- Added custom_subdomain_name to OpenAI resource for managed identity authentication
- Created Speech Service resource with custom subdomain configuration
- Added RBAC role assignments for Speech Service (Managed Identity and App Service MI)
- Includes Cognitive Services Speech User and Speech Contributor roles
- Documentation: Azure Speech managed identity setup guide

* Update docs/how-to/azure_speech_managed_identity_manul_setup.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Chen, Vivien <Vivien.Chen+ecolab@ecolab.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* 0.237.006 (#676)

* Update chat-sidebar-conversations.js

* 0.237.006

* docs: Update release notes for ServiceNow integration and bug fixes

- Add comprehensive ServiceNow integration documentation entry
- Document 4 critical bug fixes:
  - OpenAPI Basic Authentication credential parsing fix
  - Group Action OAuth schema merging fix
  - Group Agent loading in per-user kernel mode fix
  - Azure AI Search test connection fix
- Move debug_print import to top-level in openapi_plugin_factory.py

Version: 0.237.005

* Update release_notes.md

* resolve conflict

* fixed sidebar race condition (#679)

* fix the version number in config.py

* Security: Restrict group agent loading to active group only

WHAT:
- Changed group agent loading from ALL user groups to ACTIVE group only
- Added security validation to prevent cross-group agent access
- Updated import from get_user_groups to require_active_group

WHY:
- Prevents users from accessing group agents outside their active group
- Fixes a security gap where selecting a group agent bypassed the active-group check
- Aligns behavior with the intended single-active-group security model

FILES:
- semantic_kernel_loader.py (approx. lines 11801280)
- GROUP_AGENT_LOADING_FIX.md

VERSION:
- 0.237.008

* Fixed an instruction error that caused semantic kernel to fall back to default agent

* Fixed! The issue was caused by duplicated code blocks (#683)

* Manage group frontend bug (#684)

* Fixed! The issue was caused by duplicated code blocks

* updated release notes

* Bicepfix (#690)

* v0.237.006 (#678)

* creating workflows

* fraud analyssis

* support agents

* update

* fix

* updated demo

* Swagger lite (#469)

* Development (#467)

* upgrade to v0.229.060 (#459)

* Update release notes to show support for GPT-5

* Documented support for gpt-image-1

* Update config.py

* remove documentation folder

* Documentation and message table support (#444)

* Develop demo docs and import markdown table support

* fixed enhanced citations for groups and public workspaces

* Updated to support showing public workspaces in scope

* Update config.py

* fix docs

* Updated RELEASE_NOTES

* docs demos for public workspaces

* V0.229 bug fixes (v0.229.019) (#448)

* Development (#445)

* Update release notes to show support for GPT-5

* Documented support for gpt-image-1

* Update config.py

* remove documentation folder

* Documentation and message table support (#444)

* Develop demo docs and import markdown table support

* fixed enhanced citations for groups and public workspaces

* Updated to support showing public workspaces in scope

* Update config.py

* fix docs

* Updated RELEASE_NOTES

* video indexer config details, doc intel test button fix, move multimedia configs to search and extract

* improved header security

* updated versions

* moved

* Update EXTERNAL_HEALTH_CHECK_DUPLICATION_FIX.md

* added pdfs

* v0.229.019 bug fixes upgrade to v0.229.058 (#452)

* all urls in chat open in new tabs

* consolidated admin settings for improved navigation

* added left hand nav admin settings menus

* added left hand menu options for workspaces

* Added debug logging to video indexer processes

* readme and functional test

* Workspace Scope in Chat affects Prompts

* Create WORKSPACE_SCOPE_PROMPTS_FIX.md

* time based turn off for debug and file process logging

* improve saving in admin settings

* update to v0.229.058

* Update RELEASE_NOTES.md

* Update RELEASE_NOTES.md

* Popup modal for Health Check config

* Added Health Check config guide

* Chat page top nav bug (#458)

* initial fix

* fixed top nav chat up bug

* notes for v0.229.060

* file location fix

* Update config.py

* Update RELEASE_NOTES.md

* moved to correct location

* Fixed enhanced citations CSP bug

Simple Chat implemented improved security which negatively impacted enhanced citations.

* Updated release notes

* updated version and tests

* swagger support for all endpoints and added swagger search

* added wide screen support for chats when collapsing side bar

* v0.230.001 features

* adding support for xlsm, Macro Excel files.

* moved into features

* initial

* added readme

* removed html code

* Update config.py (#477)

Updated else if for AUTHORITY

* Initial Setup for Pages documentation (#479)

* setup folders and base files

* setting up files

* architecture diagrams

* updated to libdoc

* libdoc updates

* updating side bar

* removed loops

* editing side bar

* Created Simple Chat Jekyll theme

* Update config.py (#477) (#478)

Updated else if for AUTHORITY

Co-authored-by: Patrick C Davis <82388365+Patrick-Davis-MSFT@users.noreply.github.com>

* Updating architectures

* Update README.md

---------

Co-authored-by: Patrick C Davis <82388365+Patrick-Davis-MSFT@users.noreply.github.com>

* initial

* added to base

* adding real data endpoints

* Update route_backend_control_center.py

* added individual charts

* fix for bug 485

* added document metrics

* added links to control center

* debug

* added date

* fixed bugs due to branch descrepancies

* added Azure SQL Driver Docker File

* added documentation for docker_fileSession updates

* Redis Managed Identity Azure Government Support Changes

* Stop tracking ignored folders

* updated gitignore

* added sort by to table for user management

* storage account size processing

* Front end now shows storage account sizing

* export user management list to csv

* adding group management

* fixing swagger generation

* fix

* Added inline dynamic property generation

* added YAML support

* Improved muiltform vs app/json detection

* added Control Center Admin role

ControlCenterAdmin

* ai search sizing is working for groups

* group refresh fixed

* added group data fix

* group table refresh

* updated export to include group docs

* adding public workspace management

* removed sample data and consolidated row generators

* Changed both caching helper functions to use the existing update_document() function from functions_documents.py instead of direct upsert.

* removed workflow, will work on that in different branch

* Document Set Fingerprinting, Scope-Aware Cache Key Generation, Event-Based Invalidation

I've successfully implemented Document Set Fingerprint + Event-Based Cache Invalidation with deterministic sorting and Score Normalization.

* added debug logging

* setup cache feature and ttl time to admin app settings

* removed cosmos level ttl

* Keyvault for secrets (#492)

* add crude keyvault base impl

* upd actions for MAG

* add settings to fix

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* fix method name

* add get agent helper

* add ui trigger word and get agent helper

* upd function imports

* upd agents call

* add desc of plugins

* fix for admin modal loading

* upd default agent handling

* rmv unneeded file

* rmv extra imp statements

* add new cosmos container script

* upd instructions for consistency of code

* adds safe calls for akv functions

* adds akv to personal agents

* fix for user agents boot issue

* fix global set

* upd azure function plugin to super init

* upd to clean imports

* add keyvault to global actions loading

* add plugin loading docs

* rmv secret leak via logging

* rmv displaying of token in logs

* fix not loading global actions for personal agents

* rmv unsupported characters from logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add default plugin print logging

* rmv default check for nonsql plugins

* upd requirements

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add imp to appins logging

* add security tab UI + key vault UI

* add keyvault settings

* fix for copilot findings.

* fix for resaving plugin without changing secret

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Feature/remove abp for pr (#510)

* add crude keyvault base impl

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* add ui trigger word and get agent helper

* adds safe calls for akv functions

* add keyvault to global actions loading

* rmv secret leak via logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add security tab UI + key vault UI

* fix for resaving plugin without changing secret

* init azure billing plugin

* add app settings cache

* upd to azure billing plugin

* upd to msgraph plugin

* init community customizations

* add module

* add key vault config modal

* add logging and functions to math

* rmv extra telemetry, add appcache

* upd billing plugin

* add/upd key vault, admin settings, agents, max tokens

* Remove abp for pr

* disable static logging for development

* rmv dup import

* add note on pass

* added notes

* rmv dup decl

* add semicolon

* rmv unused variable add agent name to log

* add actions migration back in

* add notes and copilot fixes

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Feature/group agents actions (#521)

* add crude keyvault base impl

* upd actions for MAG

* add settings to fix

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* fix method name

* add get agent helper

* add ui trigger word and get agent helper

* upd function imports

* upd agents call

* add desc of plugins

* fix for admin modal loading

* upd default agent handling

* rmv unneeded file

* rmv extra imp statements

* add new cosmos container script

* upd instructions for consistency of code

* adds safe calls for akv functions

* adds akv to personal agents

* fix for user agents boot issue

* fix global set

* upd azure function plugin to super init

* upd to clean imports

* add keyvault to global actions loading

* add plugin loading docs

* rmv secret leak via logging

* rmv displaying of token in logs

* fix not loading global actions for personal agents

* rmv unsupported characters from logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add default plugin print logging

* rmv default check for nonsql plugins

* upd requirements

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add imp to appins logging

* add security tab UI + key vault UI

* add keyvault settings

* fix for copilot findings.

* fix for resaving plugin without changing secret

* init azure billing plugin

* add app settings cache

* upd to azure billing plugin

* upd to msgraph plugin

* init community customizations

* add module

* add key vault config modal

* add logging and functions to math

* rmv extra telemetry, add appcache

* upd billing plugin

* add/upd key vault, admin settings, agents, max tokens

* Remove abp for pr

* disable static logging for development

* rmv dup import

* add note on pass

* added notes

* rmv dup decl

* add semicolon

* rmv unused variable add agent name to log

* add actions migration back in

* add notes and copilot fixes

* add group agents/actions

* add branch for testing/rmv old branch

* bug fixes, group agent modifications, rmv client validation

* rmv ajv

* upd from copilot

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Add cosmos activity logs container configuration

* incorporate branch updates Add 372 fix 489

* Support deployment via AZD UP (#530)

* Update devcontainer configuration for support of AZD

* Move to module based bicep files

* Add Azure deployment configuration and update Bicep modules for service outputs

* Enhance Azure deployment process by adding predeploy hooks for Docker image management and updating Bicep modules to include managed identity client ID and container registry outputs.

* Add deployment script for creating and storing Azure AD client secret in Key Vault

* Update Azure Dev CLI feature version to latest in devcontainer configuration

* Remove deprecated Bicep files and parameter configurations for cleaner deployment structure

* Refactor Bicep modules for improved diagnostics and role assignments

- Updated appService.bicep to conditionally import diagnostic settings based on enableDiagLogging parameter.
- Changed Azure Cosmos DB authentication type to managed identity and removed key-based authentication settings.
- Enhanced appServiceAuthentication.bicep by removing unnecessary parameters and configuring Key Vault reference for client secret.
- Modified appServicePlan.bicep to conditionally import diagnostic settings.
- Refactored azureContainerRegistry-existing.bicep to deploy role assignment to the ACR's resource group.
- Updated azureContainerRegistry.bicep to conditionally import diagnostic settings.
- Enhanced contentSafety.bicep with conditional diagnostic settings import.
- Updated cosmosDb.bicep to include a new database and container, and added role assignments for managed identity.
- Refactored documentIntelligence.bicep to conditionally import diagnostic settings.
- Enhanced enterpriseApplication.bicep by adding additional required resource access scopes.
- Updated keyVault.bicep to conditionally import diagnostic settings and adjusted enterprise app parameters.
- Refactored openAI.bicep to conditionally import diagnostic settings.
- Enhanced redisCache.bicep with conditional diagnostic settings import.
- Updated search.bicep to conditionally import diagnostic settings.
- Refactored speechService.bicep to conditionally import diagnostic settings.
- Enhanced storageAccount.bicep with conditional diagnostic settings import.
- Added main.parameters.json for parameter management.
- Introduced azureContainerRegistry-roleAssignment.bicep for managing ACR role assignments.

* Add custom subdomain names for document intelligence, OpenAI, and speech services

* Fix casing for hostingMode property in search service configuration

* Enhance storage account configuration by enabling hierarchical namespace and setting public access to 'None' for document containers

* Add enterprise app permissions module for resource access management

* Fixed ExternalApi configuration to valid guid and set value to a unique name

* Add Init Script to Configure Entra Application

* Fix spelling error

* fix failure in hostingMode value

* configure managed identity for contentSafety

* update readme to support new AZD deployment solution

* Video Indexer, Multi-Modal Enhancements, Scope Bug

## PR Summary: Video Indexer Multi-Modal Enhancements

### Overview
This PR introduces significant enhancements to video processing and image analysis capabilities, focusing on multi-modal AI features and improved metadata handling. **Version updated from 0.233.167 to 0.233.172**.

### 🎯 Key Features

#### 1. **Multi-Modal Vision Analysis for Images**
- Added AI-powered vision analysis for uploaded images using GPT-4 Vision or similar models
- Extracts comprehensive image insights including:
  - AI-generated descriptions
  - Object detection
  - Text extraction from images (OCR)
  - Detailed visual analysis
- New admin setting: `enable_multimodal_vision` to control feature availability
- Vision analysis results stored in document metadata and included in AI Search indexing
- Connection testing endpoint added for vision model validation

#### 2. **Enhanced Document Metadata Citations**
- Implemented metadata-based citations that surface document keywords, abstracts, and vision analysis
- New citation types displayed with distinct visual indicators:
  - **Keywords**: Tagged with `bi-tags` icon, labeled as "Metadata"
  - **Abstract**: Document summaries included as contextual citations
  - **Vision Analysis**: AI-generated image insights labeled as "AI Vision"
- Metadata content passed to AI models as additional context for more informed responses
- Special modal view for metadata citations (separate from standard document citations)

#### 3. **Image Message UI Improvements**
- Enhanced display for user-uploaded images vs AI-generated images
- Added "View Text" button for uploaded images with extracted content or vision analysis
- Collapsible info sections showing:
  - Extracted OCR text from Document Intelligence
  - AI Vision Analysis results
- Proper avatar distinction between uploaded and generated images
- Improved metadata tracking with `is_user_upload` flag

#### 4. **Video Indexer Configuration Updates**
- **BREAKING CHANGE**: Removed API key authentication support
- Now exclusively uses **Managed Identity authentication** for Video Indexer
- Updated admin UI documentation to guide managed identity setup:
  - Enable system-assigned managed identity on App Service
  - Assign "Video Indexer Restricted Viewer" role
  - Configure required ARM settings (subscription ID, resource group, account name)
- Improved validation for required Video Indexer settings
- Enhanced error messaging for missing configuration

#### 5. **Search Scope Improvements**
- Fixed search behavior when `document_scope='all'` to properly include group documents
- Added `active_group_id` to search context when document scope is 'all' and groups are enabled
- Conditional group index searching - only queries group index when `active_group_id` is present
- Prevents unnecessary searches and potential errors when groups aren't in use

#### 6. **Image Context in Conversation History**
- Enhanced conversation history to include rich image context for AI models
- Extracts and includes:
  - OCR text from Document Intelligence (up to max content length)
  - AI Vision analysis (description, objects, text)
  - Structured prompt formatting for multimodal understanding
- **Important**: Base64 image data excluded from conversation history to prevent token overflow
- Only metadata and extracted insights passed to models for efficient token usage

### 🔧 Technical Improvements

#### Backend Changes
- **route_backend_chats.py**: 
  - Added metadata citation extraction logic (~150 lines)
  - Enhanced conversation history building for image uploads
  - Improved search argument handling for group contexts
  
- **functions_documents.py**:
  - New `analyze_image_with_vision_model()` function for AI vision analysis
  - Enhanced `get_document_metadata_for_citations()` integration
  - Vision analysis now runs BEFORE chunk saving to include insights in AI Search indexing
  - Removed redundant blob storage for vision JSON (stored in document metadata)
  
- **route_backend_settings.py**:
  - New `_test_multimodal_vision_connection()` endpoint for testing vision models
  - Supports both APIM and direct Azure OpenAI endpoints
  - Test uses 1x1 pixel sample image for validation

- **functions_search.py**:
  - Added conditional logic for group search execution
  - Prevents empty `active_group_id` from causing search errors

#### Frontend Changes
- **chat-messages.js** (~275 lines changed):
  - Enhanced `appendMessage()` to handle uploaded image metadata
  - New `toggleImageInfo()` functionality for expandable image details
  - Improved citation rendering with metadata type indicators
  - Debug logging for image message processing
  
- **chat-citations.js** (~70 lines added):
  - New `showMetadataModal()` function for displaying keywords/abstracts/vision analysis
  - Enhanced citation click handling to detect metadata citations
  - Separate modal styling and behavior for metadata vs document citations

- **admin_settings.html**:
  - Complete redesign of Video Indexer configuration section
  - Removed all API key references
  - Added managed identity setup instructions with step-by-step guidance
  - Updated configuration display to show resource group and subscription ID

- **_video_indexer_info.html**:
  - Updated modal content to clarify managed identity requirement
  - Added warning banner about authentication type
  - Enhanced configuration display with ARM resource details

### 📊 Files Changed
- **16 files** modified
- **+1,063 insertions**, **-412 deletions**
- Net change: **+651 lines**

### 🧪 Testing Considerations
- Test multi-modal vision analysis with various image types
- Validate metadata citations appear correctly in chat responses
- Verify Video Indexer works with managed identity authentication
- Test search scope behavior with and without groups enabled
- Validate image upload UI shows extracted text and vision analysis
- Confirm conversation history properly handles image context without token overflow

### 🔐 Security & Performance
- Managed identity authentication improves security posture (no stored API keys)
- Image base64 data excluded from conversation history prevents token exhaustion
- Metadata citations add minimal overhead while providing rich context
- Vision analysis runs efficiently during document processing pipeline

### 📝 Configuration Required
Admins must configure:
1. Enable `enable_multimodal_vision` in admin settings
2. Select vision-capable model (e.g., `gpt-4o`, `gpt-4-vision-preview`)
3. For Video Indexer: Configure managed identity and ARM resource details
4. Enable `enable_extract_meta_data` to surface metadata citations

---

This PR significantly enhances the application's multi-modal capabilities, providing users with richer context from images and documents while maintaining efficient token usage and robust security practices.

* Conversation Management Features (#532)

New Features
1. Pin Conversations
Users can pin important conversations to keep them at the top of the list
Pinned conversations display a pin icon (📌) in the conversation header and details modal
Pin icon appears before the conversation title
Bulk pin/unpin operations available in multi-select mode
Pinned conversations always appear first, sorted by most recent activity
2. Hide Conversations
Users can hide conversations to declutter their workspace without deleting them
Hidden conversations display an eye-slash icon (👁️‍🗨️) in the conversation header and details modal
Eye-slash icon appears next to the pin icon (if pinned)
Bulk hide/unhide operations available in multi-select mode
Toggle visibility of hidden conversations using the eye icon in the sidebar
3. Two-Tier Conversation Search
Quick Search (Sidebar)
Instant title-based filtering of conversations
Search icon in sidebar activates inline search input
Real-time filtering as you type
Clear button to reset search
Expand button to open advanced search modal
Advanced Search (Modal)
Full-text search across all message content
Multiple filter options:
Date range (from/to)
Chat type (personal/group/public)
Classifications (multi-select)
Has uploaded files
Has generated images
Pagination (20 results per page)
Message snippets with highlighted search terms (50 chars before/after match)
Click to navigate directly to specific messages
Search history tracking (last 20 searches)
Clickable search history to repeat searches
4. Message Highlighting & Navigation
Search results highlight matched text in yellow (amber in dark mode)
Smooth scroll animation to navigate to specific messages
Pulse animation draws attention to the target message
Highlights persist for 30 seconds before auto-clearing
Works across conversation switches
5. Multi-Select Mode
Select multiple conversations for bulk operations
Visual checkboxes appear when entering selection mode
Bulk actions available:
Pin/unpin selected conversations
Hide/unhide selected conversations
Delete selected conversations
Selection mode accessible from conversation dropdown menu
Auto-exit after 30 seconds of inactivity
6. Enhanced Conversation Details Modal
Displays pin icon if conversation is pinned
Displays eye-slash icon if conversation is hidden
Shows both icons at the top of the modal (next to title)
Status section shows visual badges for pinned/hidden state
Comprehensive metadata display
Technical Implementation
Frontend Changes
chat-conversations.js: Core conversation management, quick search, pin/hide functionality
chat-search-modal.js (NEW): Advanced search modal implementation
chat-sidebar-conversations.js: Sidebar search synchronization, hidden conversation handling
chat-messages.js: Message highlighting, smooth scroll, search highlight persistence
chat-conversation-details.js: Updated to show pin/hidden icons in modal
chats.css: Styles for search highlights and message pulse animations
HTML Templates: Added search modal, updated navigation icons
Backend Changes
route_backend_conversations.py:

/api/search_conversations - Full-text search with filters and pagination
/api/conversations/classifications - Get unique classification values
/api/user-settings/search-history - GET/POST/DELETE endpoints for search history
/api/conversations/{id}/pin - Toggle pin status
/api/conversations/{id}/hide - Toggle hide status
Bulk operations for pin/hide/delete
functions_settings.py: Search history management functions

* Message management (#553)

* added message masking

mask selected content of message or an entire message

* fixed citation border

* enabled streaming

* image gen with streaming

* added reasoning support

* added reasoning to agents

* agent support

* fixed key bug

* disable group create and fixed model fetch

* updated config

* fixed support for workspace search for streaming

* fix bug with sidebar update

* fixed gpt-5 vision processing bug

* metadata works with all messages now

* fixed debug_print bug

* added reasoning effort to agents and fixed agent validation

* fixed file metadata loading bug

* fixed llm streaming when working with group workspace data

* fixed cosmos container config error

* added delete message and fixed message threading

* retry bug fixes

* fixed message threading order

* moved message buttons to menu

* fixed bug for conversation history that included inactive threads

* added css styling for urls for dark mode

* fixed bug with newly created messages not showing metadata or deleting

* improved search times by 100x

* added token collect to messages supports models and agents

* added streaming for agents along with token collection

* added embedding token tracking

* added document creation/deletion and token tracking to activity log

* adding conversations to activity logs

* added activity log viewer with filters, search, and export

* added support for agents in edit and retry messages

* Configure Application from AZD Up command (#548)

* Add Cosmos DB post-configuration script and update requirements - Initial POC

* post deploy configure services in cosmosdb

* refactor to prevent post deploy configuration + begin support of key based auth.

* Add additional parameter validation for creating entra app

* Refactor Bicep modules for improved authentication and key management

- Added keyVault-Secrets.bicep module for storing secrets in Key Vault.
- Modified keyVault.bicep to remove enterprise app client secret handling and commented out managed identity role assignments.
- Removed openAI-existing.bicep and refactored openAI.bicep to handle model deployments dynamically.
- Added setPermissions.bicep for managing role assignments for various resources.
- Updated postconfig.py to reflect changes in environment variable handling for authentication type.

* Refactor Bicep modules to conditionally add settings based on authentication type and enable resource declarations for services

* initial support for VideoIndexer service

* Refactor Bicep modules to enhance VideoIndexer service integration and update diagnostic settings configurations

* move from using chainguard-dev builder image to python slim image.

* Updates to support post deployment app config

* Add post-deployment permissions script for CosmosDB and update authentication type handling

* fix typo in enhanced citation deployment config

* Refactor Dockerfile to use Python 3.13-slim and streamline build process

* restart web application after deployment settings applied

* remove setting for disableLocalAuth

* update to latest version of bicep deployment

* remove dead code

* code cleanup / formatting

* removed unnecessary content from readme.md

* fix token scope for commericial search service

* set permission correctly for lookup of openAI models

* fixes required to configure search with managed identity

* Adds Azure Billing Plugin in Community Customizations (#546)

* add crude keyvault base impl

* upd actions for MAG

* add settings to fix

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* fix method name

* add get agent helper

* add ui trigger word and get agent helper

* upd function imports

* upd agents call

* add desc of plugins

* fix for admin modal loading

* upd default agent handling

* rmv unneeded file

* rmv extra imp statements

* add new cosmos container script

* upd instructions for consistency of code

* adds safe calls for akv functions

* adds akv to personal agents

* fix for user agents boot issue

* fix global set

* upd azure function plugin to super init

* upd to clean imports

* add keyvault to global actions loading

* add plugin loading docs

* rmv secret leak via logging

* rmv displaying of token in logs

* fix not loading global actions for personal agents

* rmv unsupported characters from logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add default plugin print logging

* rmv default check for nonsql plugins

* upd requirements

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add imp to appins logging

* add security tab UI + key vault UI

* add keyvault settings

* fix for copilot findings.

* fix for resaving plugin without changing secret

* init azure billing plugin

* add app settings cache

* upd to azure billing plugin

* upd to msgraph plugin

* init community customizations

* add module

* add key vault config modal

* add logging and functions to math

* rmv extra telemetry, add appcache

* upd billing plugin

* add/upd key vault, admin settings, agents, max tokens

* Remove abp for pr

* disable static logging for development

* rmv dup import

* add note on pass

* added notes

* rmv dup decl

* add semicolon

* rmv unused variable add agent name to log

* add actions migration back in

* add notes and copilot fixes

* add abp back in

* upd abp/seperate graph from query

* rmv missed merge lines

* fix for AL

* upd for consistency testing

* upd abp to community

* fix copilot findings #1

* fix plotting conflict

* fix exception handling

* fix static max function invokes

* rmv unneeded decl

* rmv unneeded imports

* fix grouping dimensions

* fix abp copilot suggestions #2

* simplify methods for message reload

* upd dockerfile to google distroless

* add pipelines

* add modifications to container

* upd to build

* add missing arg

* add arg for major/minor/patch python version

* upd python paths and pip install

* add perms to /app for user

* chg back to root

* rmv python3

* rmv not built python

* add shared

* add path and home

* upd for stdlib paths

* fix user input filesystem path vulns

* fix to consecutive dots

* upd pipeline to include branch name in image

* add abp to deploy

* upd instructions name/rmv abp from deploy

* fix pipeline

* mov back to Comm Cust for main inclusion

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Security/container build (#549)

* upd dockerfile to google distroless

* add pipelines

* add modifications to container

* upd to build

* add missing arg

* add arg for major/minor/patch python version

* upd python paths and pip install

* add perms to /app for user

* chg back to root

* rmv python3

* rmv not built python

* add shared

* add path and home

* upd for stdlib paths

* fix user input filesystem path vulns

* fix to consecutive dots

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Feature/speech managed identity (#543)

* Bugfix - deleted duplicate enable_external_healthcheck entry

* Feature - updated Speech Service to use Managed Identity in addition to the key, added MAG functionality via Azure Speech SDK since the Fast Transcription API is not available in MAG, updated Admin Setup Walkthrough so it goes to the right place in the settings when Next is clicked, updated Speech requirements in Walkthrough, rewrote Admin Configuration docs, updated/corrected Managed Identity roles in Setup Instructions Special docs.

* Update application/single_app/templates/admin_settings.html

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update application/single_app/functions_settings.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update application/single_app/functions_documents.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update application/single_app/functions_documents.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Paul Lizer <paullizer@microsoft.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Banner text color picker from Vivien (#555)

* Classification text color picker

* Line endings

* Remove opencensus

* Add flask instrumentation

* Add troubleshooting doc

* Add troubleshooting doc

* Control center (#567)

* added group status (active, locked, upload disabled, and inactive)

Adds Azure Billing Plugin in Community Customizations

* added bulk member upload via csv for groups

* add document metadata modified activity log tracking

* activity logging for members deleted from groups

* added group activity timeline

* added notification system

* added notifications for document upload to workspaces

* fixed badge sizing

* fixed url link

* fixed badge to not show with zero notifications

* Updated notification system

* Updated approval system

* updated approval workflow

* updated notification workflow

* Fixed set active bug on my public workspace page

* Added user retention policy, updated user profile page with dashboards, retention config, and more.

* adding speed to text for chat UI

* updated the speech wave form and input field

* updated to transcribe entire recording

* fixed bug creating new conversation with auto-send

* add mic permissions

* added stream token tracking

* Added public workspace reporting

* Updated AI search sizing analysis

* added management for public workspaces

* improved public workspace management includes stats and bulk actions

* updated groups dashboard for owners and admins with stats and bulk actions

* added voice for ai to talk with users in chats

* Auto Voice Response

* for speech service, added 429 randomized response pattern to prevent thunder herding

* updated admin settings for speech services and fixed dark mode for raw log viewing

* updated video extraction card

* Added Control Center Admin and Dashboard Reader roles

* updated feedback and safety decorators so admins work unless required then those roles must be used

* Updated and Validated logic for admin roles; control center, safety, and feedback

* added support for control center admin and dashboard reader

* Development (#566)

* Banner text color picker from Vivien (#555)

* Classification text color picker

* Line endings

* Remove opencensus

* Add flask instrumentation

* Add troubleshooting doc

* Add troubleshooting doc

---------

Co-authored-by: Ed Clark <107473135+clarked-msft@users.noreply.github.com>
Co-authored-by: Ed Clark <clarked@microsoft.com>
Co-authored-by: Bionic711 <13358952+Bionic711@users.noreply.github.com>

* updated tool tip to better inform user on status of ai response

* improve query parameters detection for swagger

* updated visual cue showing the ai is talking to the user

* moved duplicates to shared js

* replaced alert with toast.

* fixed and added log_event to exceptions

* added @user_required and improved swagger generation

* Update route_frontend_profile.py

* fixed swagger generation bug on affecting two apis

* returned keyvault to admin settings ui

* Fixed bug when running local js

---------

Co-authored-by: Ed Clark <107473135+clarked-msft@users.noreply.github.com>
Co-authored-by: Ed Clark <clarked@microsoft.com>
Co-authored-by: Bionic711 <13358952+Bionic711@users.noreply.github.com>

* Adding release notes

* fixed debug_debug_print

* Updated README

* Update README.md

* accepted changes

* removed files

* GitHub Actions workflow that runs Python compilation checks on all Python files in the single_app

* Upated to v0.235.002

* removed debug test file

* Updated to v0.235.003

* Update python-syntax-check.yml

* fixed disable group creation bug

* fixed bug not showing raw activity log for groups

* fixed control center access to not require admin role when enabling controlcenteradmin role

* fix documentation

* Update release_notes.md

* Update README.md

* added click restrictions to top items in control center

* bug fix - fixed group member select after search, group member removal, group member role update, and approve/reject request

* Retention execution activity log (#600)

* retention execution logging bug fix

* debug timer reset with admin save bug fix

* Create test_debug_logging_timer_preservation.py

* fixed file processing logic prevent runtime execution

* fixed bug processing execution against personal documents

* removed test logging

* Retention Policy Document Deletion Fix

* Improve execution logic for rentention policy

Now uses retention_policy_next_run timestamp - Compares current time against the stored next scheduled time. If current time >= next scheduled time, it runs.

Reduced check interval from 1 hour to 5 minutes - More responsive scheduling, ensures it catches the scheduled time promptly.

Better fallback logic - If next_run can't be parsed, falls back to checking last_run (23-hour threshold).

Runs immediately if never run before - If there's no last_run or next_run, it will execute on the first check.

* Updated branch flow

* added log_event to exceptions

* enforce-branch-flow

* v0.235.025 (#609)

* creating workflows

* fraud analyssis

* support agents

* update

* fix

* updated demo

* Swagger lite (#469)

* Development (#467)

* upgrade to v0.229.060 (#459)

* Update release notes to show support for GPT-5

* Documented support for gpt-image-1

* Update config.py

* remove documentation folder

* Documentation and message table support (#444)

* Develop demo docs and import markdown table support

* fixed enhanced citations for groups and public workspaces

* Updated to support showing public workspaces in scope

* Update config.py

* fix docs

* Updated RELEASE_NOTES

* docs demos for public workspaces

* V0.229 bug fixes (v0.229.019) (#448)

* Development (#445)

* Update release notes to show support for GPT-5

* Documented support for gpt-image-1

* Update config.py

* remove documentation folder

* Documentation and message table support (#444)

* Develop demo docs and import markdown table support

* fixed enhanced citations for groups and public workspaces

* Updated to support showing public workspaces in scope

* Update config.py

* fix docs

* Updated RELEASE_NOTES

* video indexer config details, doc intel test button fix, move multimedia configs to search and extract

* improved header security

* updated versions

* moved

* Update EXTERNAL_HEALTH_CHECK_DUPLICATION_FIX.md

* added pdfs

* v0.229.019 bug fixes upgrade to v0.229.058 (#452)

* all urls in chat open in new tabs

* consolidated admin settings for improved navigation

* added left hand nav admin settings menus

* added left hand menu options for workspaces

* Added debug logging to video indexer processes

* readme and functional test

* Workspace Scope in Chat affects Prompts

* Create WORKSPACE_SCOPE_PROMPTS_FIX.md

* time based turn off for debug and file process logging

* improve saving in admin settings

* update to v0.229.058

* Update RELEASE_NOTES.md

* Update RELEASE_NOTES.md

* Popup modal for Health Check config

* Added Health Check config guide

* Chat page top nav bug (#458)

* initial fix

* fixed top nav chat up bug

* notes for v0.229.060

* file location fix

* Update config.py

* Update RELEASE_NOTES.md

* moved to correct location

* Fixed enhanced citations CSP bug

Simple Chat implemented improved security which negatively impacted enhanced citations.

* Updated release notes

* updated version and tests

* swagger support for all endpoints and added swagger search

* added wide screen support for chats when collapsing side bar

* v0.230.001 features

* adding support for xlsm, Macro Excel files.

* moved into features

* initial

* added readme

* removed html code

* Update config.py (#477)

Updated else if for AUTHORITY

* Initial Setup for Pages documentation (#479)

* setup folders and base files

* setting up files

* architecture diagrams

* updated to libdoc

* libdoc updates

* updating side bar

* removed loops

* editing side bar

* Created Simple Chat Jekyll theme

* Update config.py (#477) (#478)

Updated else if for AUTHORITY

Co-authored-by: Patrick C Davis <82388365+Patrick-Davis-MSFT@users.noreply.github.com>

* Updating architectures

* Update README.md

---------

Co-authored-by: Patrick C Davis <82388365+Patrick-Davis-MSFT@users.noreply.github.com>

* initial

* added to base

* adding real data endpoints

* Update route_backend_control_center.py

* added individual charts

* fix for bug 485

* added document metrics

* added links to control center

* debug

* added date

* fixed bugs due to branch descrepancies

* added Azure SQL Driver Docker File

* added documentation for docker_fileSession updates

* Redis Managed Identity Azure Government Support Changes

* Stop tracking ignored folders

* updated gitignore

* added sort by to table for user management

* storage account size processing

* Front end now shows storage account sizing

* export user management list to csv

* adding group management

* fixing swagger generation

* fix

* Added inline dynamic property generation

* added YAML support

* Improved muiltform vs app/json detection

* added Control Center Admin role

ControlCenterAdmin

* ai search sizing is working for groups

* group refresh fixed

* added group data fix

* group table refresh

* updated export to include group docs

* adding public workspace management

* removed sample data and consolidated row generators

* Changed both caching helper functions to use the existing update_document() function from functions_documents.py instead of direct upsert.

* removed workflow, will work on that in different branch

* Document Set Fingerprinting, Scope-Aware Cache Key Generation, Event-Based Invalidation

I've successfully implemented Document Set Fingerprint + Event-Based Cache Invalidation with deterministic sorting and Score Normalization.

* added debug logging

* setup cache feature and ttl time to admin app settings

* removed cosmos level ttl

* Keyvault for secrets (#492)

* add crude keyvault base impl

* upd actions for MAG

* add settings to fix

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* fix method name

* add get agent helper

* add ui trigger word and get agent helper

* upd function imports

* upd agents call

* add desc of plugins

* fix for admin modal loading

* upd default agent handling

* rmv unneeded file

* rmv extra imp statements

* add new cosmos container script

* upd instructions for consistency of code

* adds safe calls for akv functions

* adds akv to personal agents

* fix for user agents boot issue

* fix global set

* upd azure function plugin to super init

* upd to clean imports

* add keyvault to global actions loading

* add plugin loading docs

* rmv secret leak via logging

* rmv displaying of token in logs

* fix not loading global actions for personal agents

* rmv unsupported characters from logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add default plugin print logging

* rmv default check for nonsql plugins

* upd requirements

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add imp to appins logging

* add security tab UI + key vault UI

* add keyvault settings

* fix for copilot findings.

* fix for resaving plugin without changing secret

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Feature/remove abp for pr (#510)

* add crude keyvault base impl

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* add ui trigger word and get agent helper

* adds safe calls for akv functions

* add keyvault to global actions loading

* rmv secret leak via logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add security tab UI + key vault UI

* fix for resaving plugin without changing secret

* init azure billing plugin

* add app settings cache

* upd to azure billing plugin

* upd to msgraph plugin

* init community customizations

* add module

* add key vault config modal

* add logging and functions to math

* rmv extra telemetry, add appcache

* upd billing plugin

* add/upd key vault, admin settings, agents, max tokens

* Remove abp for pr

* disable static logging for development

* rmv dup import

* add note on pass

* added notes

* rmv dup decl

* add semicolon

* rmv unused variable add agent name to log

* add actions migration back in

* add notes and copilot fixes

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Feature/group agents actions (#521)

* add crude keyvault base impl

* upd actions for MAG

* add settings to fix

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* fix method name

* add get agent helper

* add ui trigger word and get agent helper

* upd function imports

* upd agents call

* add desc of plugins

* fix for admin modal loading

* upd default agent handling

* rmv unneeded file

* rmv extra imp statements

* add new cosmos container script

* upd instructions for consistency of code

* adds safe calls for akv functions

* adds akv to personal agents

* fix for user agents boot issue

* fix global set

* upd azure function plugin to super init

* upd to clean imports

* add keyvault to global actions loading

* add plugin loading docs

* rmv secret leak via logging

* rmv displaying of token in logs

* fix not loading global actions for personal agents

* rmv unsupported characters from logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add default plugin print logging

* rmv default check for nonsql plugins

* upd requirements

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add imp to appins logging

* add security tab UI + key vault UI

* add keyvault settings

* fix for copilot findings.

* fix for resaving plugin without changing secret

* init azure billing plugin

* add app settings cache

* upd to azure billing plugin

* upd to msgraph plugin

* init community customizations

* add module

* add key vault config modal

* add logging and functions to math

* rmv extra telemetry, add appcache

* upd billing plugin

* add/upd key vault, admin settings, agents, max tokens

* Remove abp for pr

* disable static logging for development

* rmv dup import

* add note on pass

* added notes

* rmv dup decl

* add semicolon

* rmv unused variable add agent name to log

* add actions migration back in

* add notes and copilot fixes

* add group agents/actions

* add branch for testing/rmv old branch

* bug fixes, group agent modifications, rmv client validation

* rmv ajv

* upd from copilot

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Add cosmos activity logs container configuration

* incorporate branch updates Add 372 fix 489

* Support deployment via AZD UP (#530)

* Update devcontainer configuration for support of AZD

* Move to module based bicep files

* Add Azure deployment configuration and update Bicep modules for service outputs

* Enhance Azure deployment process by adding predeploy hooks for Docker image management and updating Bicep modules to include managed identity client ID and container registry outputs.

* Add deployment script for creating and storing Azure AD client secret in Key Vault

* Update Azure Dev CLI feature version to latest in devcontainer configuration

* Remove deprecated Bicep files and parameter configurations for cleaner deployment structure

* Refactor Bicep modules for improved diagnostics and role assignments

- Updated appService.bicep to conditionally import diagnostic settings based on enableDiagLogging parameter.
- Changed Azure Cosmos DB authentication type to managed identity and removed key-based authentication settings.
- Enhanced appServiceAuthentication.bicep by removing unnecessary parameters and configuring Key Vault reference for client secret.
- Modified appServicePlan.bicep to conditionally import diagnostic settings.
- Refactored azureContainerRegistry-existing.bicep to deploy role assignment to the ACR's resource group.
- Updated azureContainerRegistry.bicep to conditionally import diagnostic settings.
- Enhanced contentSafety.bicep with conditional diagnostic settings import.
- Updated cosmosDb.bicep to include a new database and container, and added role assignments for managed identity.
- Refactored documentIntelligence.bicep to conditionally import diagnostic settings.
- Enhanced enterpriseApplication.bicep by adding additional required resource access scopes.
- Updated keyVault.bicep to conditionally import diagnostic settings and adjusted enterprise app parameters.
- Refactored openAI.bicep to conditionally import diagnostic settings.
- Enhanced redisCache.bicep with conditional diagnostic settings import.
- Updated search.bicep to conditionally import diagnostic settings.
- Refactored speechService.bicep to conditionally import diagnostic settings.
- Enhanced storageAccount.bicep with conditional diagnostic settings import.
- Added main.parameters.json for parameter management.
- Introduced azureContainerRegistry-roleAssignment.bicep for managing ACR role assignments.

* Add custom subdomain names for document intelligence, OpenAI, and speech services

* Fix casing for hostingMode property in search service configuration

* Enhance storage account configuration by enabling hierarchical namespace and setting public access to 'None' for document containers

* Add enterprise app permissions module for resource access management

* Fixed ExternalApi configuration to valid guid and set value to a unique name

* Add Init Script to Configure Entra Application

* Fix spelling error

* fix failure in hostingMode value

* configure managed identity for contentSafety

* update readme to support new AZD deployment solution

* Video Indexer, Multi-Modal Enhancements, Scope Bug

## PR Summary: Video Indexer Multi-Modal Enhancements

### Overview
This PR introduces significant enhancements to video processing and image analysis capabilities, focusing on multi-modal AI features and improved metadata handling. **Version updated from 0.233.167 to 0.233.172**.

### 🎯 Key Features

#### 1. **Multi-Modal Vision Analysis for Images**
- Added AI-powered vision analysis for uploaded images using GPT-4 Vision or similar models
- Extracts comprehensive image insights including:
  - AI-generated descriptions
  - Object detection
  - Text extraction from images (OCR)
  - Detailed visual analysis
- New admin setting: `enable_multimodal_vision` to control feature availability
- Vision analysis results stored in document metadata and included in AI Search indexing
- Connection testing endpoint added for vision model validation

#### 2. **Enhanced Document Metadata Citations**
- Implemented metadata-based citations that surface document keywords, abstracts, and vision analysis
- New citation types displayed with distinct visual indicators:
  - **Keywords**: Tagged with `bi-tags` icon, labeled as "Metadata"
  - **Abstract**: Document summaries included as contextual citations
  - **Vision Analysis**: AI-generated image insights labeled as "AI Vision"
- Metadata content passed to AI models as additional context for more informed responses
- Special modal view for metadata citations (separate from standard document citations)

#### 3. **Image Message UI Improvements**
- Enhanced display for user-uploaded images vs AI-generated images
- Added "View Text" button for uploaded images with extracted content or vision analysis
- Collapsible info sections showing:
  - Extracted OCR text from Document Intelligence
  - AI Vision Analysis results
- Proper avatar distinction between uploaded and generated images
- Improved metadata tracking with `is_user_upload` flag

#### 4. **Video Indexer Configuration Updates**
- **BREAKING CHANGE**: Removed API key authentication support
- Now exclusively uses **Managed Identity authentication** for Video Indexer
- Updated admin UI documentation to guide managed identity setup:
  - Enable system-assigned managed identity on App Service
  - Assign "Video Indexer Restricted Viewer" role
  - Configure required ARM settings (subscription ID, resource group, account name)
- Improved validation for required Video Indexer settings
- Enhanced error messaging for missing configuration

#### 5. **Search Scope Improvements**
- Fixed search behavior when `document_scope='all'` to properly include group documents
- Added `active_group_id` to search context when document scope is 'all' and groups are enabled
- Conditional group index searching - only queries group index when `active_group_id` is present
- Prevents unnecessary searches and potential errors when groups aren't in use

#### 6. **Image Context in Conversation History**
- Enhanced conversation history to include rich image context for AI models
- Extracts and includes:
  - OCR text from Document Intelligence (up to max content length)
  - AI Vision analysis (description, objects, text)
  - Structured prompt formatting for multimodal understanding
- **Important**: Base64 image data excluded from conversation history to prevent token overflow
- Only metadata and extracted insights passed to models for efficient token usage

### 🔧 Technical Improvements

#### Backend Changes
- **route_backend_chats.py**: 
  - Added metadata citation extraction logic (~150 lines)
  - Enhanced conversation history building for image uploads
  - Improved search argument handling for group contexts
  
- **functions_documents.py**:
  - New `analyze_image_with_vision_model()` function for AI vision analysis
  - Enhanced `get_document_metadata_for_citations()` integration
  - Vision analysis now runs BEFORE chunk saving to include insights in AI Search indexing
  - Removed redundant blob storage for vision JSON (stored in document metadata)
  
- **route_backend_settings.py**:
  - New `_test_multimodal_vision_connection()` endpoint for testing vision models
  - Supports both APIM and direct Azure OpenAI endpoints
  - Test uses 1x1 pixel sample image for validation

- **functions_search.py**:
  - Added conditional logic for group search execution
  - Prevents empty `active_group_id` from causing search errors

#### Frontend Changes
- **chat-messages.js** (~275 lines changed):
  - Enhanced `appendMessage()` to handle uploaded image metadata
  - New `toggleImageInfo()` functionality for expandable image details
  - Improved citation rendering with metadata type indicators
  - Debug logging for image message processing
  
- **chat-citations.js** (~70 lines added):
  - New `showMetadataModal()` function for displaying keywords/abstracts/vision analysis
  - Enhanced citation click handling to detect metadata citations
  - Separate modal styling and behavior for metadata vs document citations

- **admin_settings.html**:
  - Complete redesign of Video Indexer configuration section
  - Removed all API key references
  - Added managed identity setup instructions with step-by-step guidance
  - Updated configuration display to show resource group and subscription ID

- **_video_indexer_info.html**:
  - Updated modal content to clarify managed identity requirement
  - Added warning banner about authentication type
  - Enhanced configuration display with ARM resource details

### 📊 Files Changed
- **16 files** modified
- **+1,063 insertions**, **-412 deletions**
- Net change: **+651 lines**

### 🧪 Testing Considerations
- Test multi-modal vision analysis with various image types
- Validate metadata citations appear correctly in chat responses
- Verify Video Indexer works with managed identity authentication
- Test search scope behavior with and without groups enabled
- Validate image upload UI shows extracted text and vision analysis
- Confirm conversation history properly handles image context without token overflow

### 🔐 Security & Performance
- Managed identity authentication improves security posture (no stored API keys)
- Image base64 data excluded from conversation history prevents token exhaustion…
* Add custom subdomain support for OpenAI and Speech Service in Terraform

- Added custom_subdomain_name to OpenAI resource for managed identity authentication
- Created Speech Service resource with custom subdomain configuration
- Added RBAC role assignments for Speech Service (Managed Identity and App Service MI)
- Includes Cognitive Services Speech User and Speech Contributor roles
- Documentation: Azure Speech managed identity setup guide

* feat: Add ServiceNow integration documentation and bug fixes

- Add comprehensive ServiceNow integration guide with OAuth 2.0 setup
- Include OpenAPI specifications for Incident Management and Knowledge Base APIs
- Add agent instructions for ServiceNow support agent
- Fix GROUP_ACTION_OAUTH_SCHEMA_MERGING: Ensure additionalFields preserved during schema merge
- Fix GROUP_AGENT_LOADING: Improve group agent loading reliability
- Fix OPENAPI_BASIC_AUTH: Support basic authentication in OpenAPI actions
- Fix AZURE_AI_SEARCH_TEST_CONNECTION: Improve AI Search connection testing
- Update version to 0.236.012

* Removed the readme files for bug fix details

* Updated servicenow integration readme

* chore: Revert custom logo changes to upstream version

* chore: Revert terraform main.tf to upstream version

* Removed the two openai sample spec downloaed from servicennow site

* Update docs/how-to/agents/ServiceNow/servicenow_agent_instructions.txt

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/agents/ServiceNow/open_api_specs/sample_servicenow_incident_api.yaml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/azure_speech_managed_identity_manul_setup.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update application/single_app/semantic_kernel_plugins/openapi_plugin_factory.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Checked in the bug fix detail readme to docs/explanation/fixes/v0.236.012

* Added version number to the feature readme files

* Added version number to document, and removed redudant import statement

* refactor: use _ for intentionally unused variable in AI Search test

- Changed 'indexes = list(...)' to '_ = list(...)'
- Follows Python convention for discarded return values
- AI Search connection test only needs to verify the API call succeeds

* Removed azure_speech_managed_indeity_manual readme file since it is unrelated to this servicenow integration

* update version numbers to 0.236.012 in bug fix documentation

- OPENAPI_BASIC_AUTH_FIX.md: 0.235.026 → 0.236.012
- GROUP_ACTION_OAUTH_SCHEMA_MERGING_FIX.md: 0.235.028 → 0.236.012
- GROUP_AGENT_LOADING_FIX.md: 0.235.027 → 0.236.012
- AZURE_AI_SEARCH_TEST_CONNECTION_FIX.md: 0.235.004 → 0.236.012"

* Update application/single_app/semantic_kernel_loader.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/agents/ServiceNow/open_api_specs/sample_now_knowledge_latest_spec.yaml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/explanation/fixes/v0.236.012/AZURE_AI_SEARCH_TEST_CONNECTION_FIX.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/agents/ServiceNow/open_api_specs/sample_now_knowledge_latest_spec_basicauth.yaml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/agents/ServiceNow/open_api_specs/sample_servicenow_incident_api_basicauth.yaml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/explanation/fixes/v0.236.012/GROUP_AGENT_LOADING_FIX.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Remvoed debug statements that might include senstive info

* Rollback Azure AI Search test connection fix for separate PR

Reverted route_backend_settings.py to origin/development version and removed
AZURE_AI_SEARCH_TEST_CONNECTION_FIX.md documentation. These changes will be
submitted in a dedicated PR to keep the ServiceNow integration PR focused.

* Update application/single_app/semantic_kernel_plugins/openapi_plugin_factory.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/explanation/fixes/v0.236.012/GROUP_AGENT_LOADING_FIX.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/explanation/fixes/v0.236.012/GROUP_ACTION_OAUTH_SCHEMA_MERGING_FIX.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/agents/ServiceNow/SERVICENOW_OAUTH_SETUP.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Fix Azure AI Search test connection with managed identity

Replaced REST API approach with SearchIndexClient SDK to properly handle managed identity authentication in Azure public cloud. The SDK automatically handles token acquisition and endpoint construction, eliminating the 'search_resource_manager is not defined' error that occurred with the REST API approach.

* Fix Azure AI Search test connection with managed identity

Replaced REST API approach with SearchIndexClient SDK to properly handle managed identity authentication in Azure public cloud. The SDK automatically handles token acquisition and endpoint construction, eliminating the 'search_resource_manager is not defined' error that occurred with the REST API approach.

* Corrected file folder name

* Corrected the version number to reference 0.236.012

* Removed unneeded folder and document

* Revert terraform main.tf to upstream/Development version

* updated the logging logic when running retention delete with archiving enabled (#642)

* Corrected version to 0.236.011 (#645)

* v0.237.001 (#649)

* Use Microsoft python base image

* Add python ENV vars

* Add python ENV vars

* Install deps to systme

* Add temp dir to image and pip conf support

* Add custom-ca-certificates dir

* Logo bug fix (#654)

* release note updating for github coplilot

* fixed logo bug issue

* added 2,3,4,5,6,14 days to rentention policy

* added retention policy time updates

* Rentention policy (#657)

* Critical Retention Policy Deletion Fix

* Create RETENTION_POLICY_NULL_LAST_ACTIVITY_FIX.md

* Added ServiceNow support for create and publish article.  Including readme for configuration for 2 agents.

* Replace actual servicenow instance name with generic name in the readme file

* Changed version number in ServiceNow readme files to 0.237.005 since this pull request has latest changes from v0.237.004 Development branch

* Enhance ServiceNow agent for managing new KB article creation

* Added readme and open ai specs and agent instructions to support ServiceNow asset management

* Remove any references to actual ServiceNow instances

* fixed retention policy runtime bug and sidebar bug (#672)

* Fix: Windows Unicode encoding issue for video uploads (#662)

- Added explicit UTF-8 encoding when reading file content on Windows
- Prevents UnicodeDecodeError when processing non-ASCII filenames
- Ensures consistent file handling across different operating systems

Co-authored-by: Chen, Vivien <Vivien.Chen+ecolab@ecolab.com>

* Update docs/how-to/azure_speech_managed_identity_manul_setup.md (#675)

Co-authored-by: vivche <vivche@microsoft.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Add custom subdomain support for OpenAI and Speech Service in Terraform (#558)

* Add custom subdomain support for OpenAI and Speech Service in Terraform

- Added custom_subdomain_name to OpenAI resource for managed identity authentication
- Created Speech Service resource with custom subdomain configuration
- Added RBAC role assignments for Speech Service (Managed Identity and App Service MI)
- Includes Cognitive Services Speech User and Speech Contributor roles
- Documentation: Azure Speech managed identity setup guide

* Update docs/how-to/azure_speech_managed_identity_manul_setup.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Chen, Vivien <Vivien.Chen+ecolab@ecolab.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* 0.237.006 (#676)

* Update chat-sidebar-conversations.js

* 0.237.006

* docs: Update release notes for ServiceNow integration and bug fixes

- Add comprehensive ServiceNow integration documentation entry
- Document 4 critical bug fixes:
  - OpenAPI Basic Authentication credential parsing fix
  - Group Action OAuth schema merging fix
  - Group Agent loading in per-user kernel mode fix
  - Azure AI Search test connection fix
- Move debug_print import to top-level in openapi_plugin_factory.py

Version: 0.237.005

* Update release_notes.md

* resolve conflict

* fixed sidebar race condition (#679)

* fix the version number in config.py

* Security: Restrict group agent loading to active group only

WHAT:
- Changed group agent loading from ALL user groups to ACTIVE group only
- Added security validation to prevent cross-group agent access
- Updated import from get_user_groups to require_active_group

WHY:
- Prevents users from accessing group agents outside their active group
- Fixes a security gap where selecting a group agent bypassed the active-group check
- Aligns behavior with the intended single-active-group security model

FILES:
- semantic_kernel_loader.py (approx. lines 11801280)
- GROUP_AGENT_LOADING_FIX.md

VERSION:
- 0.237.008

* Fixed an instruction error that caused semantic kernel to fall back to default agent

* Fixed! The issue was caused by duplicated code blocks (#683)

* Manage group frontend bug (#684)

* Fixed! The issue was caused by duplicated code blocks

* updated release notes

* Bicepfix (#690)

* v0.237.006 (#678)

* creating workflows

* fraud analyssis

* support agents

* update

* fix

* updated demo

* Swagger lite (#469)

* Development (#467)

* upgrade to v0.229.060 (#459)

* Update release notes to show support for GPT-5

* Documented support for gpt-image-1

* Update config.py

* remove documentation folder

* Documentation and message table support (#444)

* Develop demo docs and import markdown table support

* fixed enhanced citations for groups and public workspaces

* Updated to support showing public workspaces in scope

* Update config.py

* fix docs

* Updated RELEASE_NOTES

* docs demos for public workspaces

* V0.229 bug fixes (v0.229.019) (#448)

* Development (#445)

* Update release notes to show support for GPT-5

* Documented support for gpt-image-1

* Update config.py

* remove documentation folder

* Documentation and message table support (#444)

* Develop demo docs and import markdown table support

* fixed enhanced citations for groups and public workspaces

* Updated to support showing public workspaces in scope

* Update config.py

* fix docs

* Updated RELEASE_NOTES

* video indexer config details, doc intel test button fix, move multimedia configs to search and extract

* improved header security

* updated versions

* moved

* Update EXTERNAL_HEALTH_CHECK_DUPLICATION_FIX.md

* added pdfs

* v0.229.019 bug fixes upgrade to v0.229.058 (#452)

* all urls in chat open in new tabs

* consolidated admin settings for improved navigation

* added left hand nav admin settings menus

* added left hand menu options for workspaces

* Added debug logging to video indexer processes

* readme and functional test

* Workspace Scope in Chat affects Prompts

* Create WORKSPACE_SCOPE_PROMPTS_FIX.md

* time based turn off for debug and file process logging

* improve saving in admin settings

* update to v0.229.058

* Update RELEASE_NOTES.md

* Update RELEASE_NOTES.md

* Popup modal for Health Check config

* Added Health Check config guide

* Chat page top nav bug (#458)

* initial fix

* fixed top nav chat up bug

* notes for v0.229.060

* file location fix

* Update config.py

* Update RELEASE_NOTES.md

* moved to correct location

* Fixed enhanced citations CSP bug

Simple Chat implemented improved security which negatively impacted enhanced citations.

* Updated release notes

* updated version and tests

* swagger support for all endpoints and added swagger search

* added wide screen support for chats when collapsing side bar

* v0.230.001 features

* adding support for xlsm, Macro Excel files.

* moved into features

* initial

* added readme

* removed html code

* Update config.py (#477)

Updated else if for AUTHORITY

* Initial Setup for Pages documentation (#479)

* setup folders and base files

* setting up files

* architecture diagrams

* updated to libdoc

* libdoc updates

* updating side bar

* removed loops

* editing side bar

* Created Simple Chat Jekyll theme

* Update config.py (#477) (#478)

Updated else if for AUTHORITY

Co-authored-by: Patrick C Davis <82388365+Patrick-Davis-MSFT@users.noreply.github.com>

* Updating architectures

* Update README.md

---------

Co-authored-by: Patrick C Davis <82388365+Patrick-Davis-MSFT@users.noreply.github.com>

* initial

* added to base

* adding real data endpoints

* Update route_backend_control_center.py

* added individual charts

* fix for bug 485

* added document metrics

* added links to control center

* debug

* added date

* fixed bugs due to branch descrepancies

* added Azure SQL Driver Docker File

* added documentation for docker_fileSession updates

* Redis Managed Identity Azure Government Support Changes

* Stop tracking ignored folders

* updated gitignore

* added sort by to table for user management

* storage account size processing

* Front end now shows storage account sizing

* export user management list to csv

* adding group management

* fixing swagger generation

* fix

* Added inline dynamic property generation

* added YAML support

* Improved muiltform vs app/json detection

* added Control Center Admin role

ControlCenterAdmin

* ai search sizing is working for groups

* group refresh fixed

* added group data fix

* group table refresh

* updated export to include group docs

* adding public workspace management

* removed sample data and consolidated row generators

* Changed both caching helper functions to use the existing update_document() function from functions_documents.py instead of direct upsert.

* removed workflow, will work on that in different branch

* Document Set Fingerprinting, Scope-Aware Cache Key Generation, Event-Based Invalidation

I've successfully implemented Document Set Fingerprint + Event-Based Cache Invalidation with deterministic sorting and Score Normalization.

* added debug logging

* setup cache feature and ttl time to admin app settings

* removed cosmos level ttl

* Keyvault for secrets (#492)

* add crude keyvault base impl

* upd actions for MAG

* add settings to fix

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* fix method name

* add get agent helper

* add ui trigger word and get agent helper

* upd function imports

* upd agents call

* add desc of plugins

* fix for admin modal loading

* upd default agent handling

* rmv unneeded file

* rmv extra imp statements

* add new cosmos container script

* upd instructions for consistency of code

* adds safe calls for akv functions

* adds akv to personal agents

* fix for user agents boot issue

* fix global set

* upd azure function plugin to super init

* upd to clean imports

* add keyvault to global actions loading

* add plugin loading docs

* rmv secret leak via logging

* rmv displaying of token in logs

* fix not loading global actions for personal agents

* rmv unsupported characters from logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add default plugin print logging

* rmv default check for nonsql plugins

* upd requirements

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add imp to appins logging

* add security tab UI + key vault UI

* add keyvault settings

* fix for copilot findings.

* fix for resaving plugin without changing secret

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Feature/remove abp for pr (#510)

* add crude keyvault base impl

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* add ui trigger word and get agent helper

* adds safe calls for akv functions

* add keyvault to global actions loading

* rmv secret leak via logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add security tab UI + key vault UI

* fix for resaving plugin without changing secret

* init azure billing plugin

* add app settings cache

* upd to azure billing plugin

* upd to msgraph plugin

* init community customizations

* add module

* add key vault config modal

* add logging and functions to math

* rmv extra telemetry, add appcache

* upd billing plugin

* add/upd key vault, admin settings, agents, max tokens

* Remove abp for pr

* disable static logging for development

* rmv dup import

* add note on pass

* added notes

* rmv dup decl

* add semicolon

* rmv unused variable add agent name to log

* add actions migration back in

* add notes and copilot fixes

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Feature/group agents actions (#521)

* add crude keyvault base impl

* upd actions for MAG

* add settings to fix

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* fix method name

* add get agent helper

* add ui trigger word and get agent helper

* upd function imports

* upd agents call

* add desc of plugins

* fix for admin modal loading

* upd default agent handling

* rmv unneeded file

* rmv extra imp statements

* add new cosmos container script

* upd instructions for consistency of code

* adds safe calls for akv functions

* adds akv to personal agents

* fix for user agents boot issue

* fix global set

* upd azure function plugin to super init

* upd to clean imports

* add keyvault to global actions loading

* add plugin loading docs

* rmv secret leak via logging

* rmv displaying of token in logs

* fix not loading global actions for personal agents

* rmv unsupported characters from logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add default plugin print logging

* rmv default check for nonsql plugins

* upd requirements

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add imp to appins logging

* add security tab UI + key vault UI

* add keyvault settings

* fix for copilot findings.

* fix for resaving plugin without changing secret

* init azure billing plugin

* add app settings cache

* upd to azure billing plugin

* upd to msgraph plugin

* init community customizations

* add module

* add key vault config modal

* add logging and functions to math

* rmv extra telemetry, add appcache

* upd billing plugin

* add/upd key vault, admin settings, agents, max tokens

* Remove abp for pr

* disable static logging for development

* rmv dup import

* add note on pass

* added notes

* rmv dup decl

* add semicolon

* rmv unused variable add agent name to log

* add actions migration back in

* add notes and copilot fixes

* add group agents/actions

* add branch for testing/rmv old branch

* bug fixes, group agent modifications, rmv client validation

* rmv ajv

* upd from copilot

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Add cosmos activity logs container configuration

* incorporate branch updates Add 372 fix 489

* Support deployment via AZD UP (#530)

* Update devcontainer configuration for support of AZD

* Move to module based bicep files

* Add Azure deployment configuration and update Bicep modules for service outputs

* Enhance Azure deployment process by adding predeploy hooks for Docker image management and updating Bicep modules to include managed identity client ID and container registry outputs.

* Add deployment script for creating and storing Azure AD client secret in Key Vault

* Update Azure Dev CLI feature version to latest in devcontainer configuration

* Remove deprecated Bicep files and parameter configurations for cleaner deployment structure

* Refactor Bicep modules for improved diagnostics and role assignments

- Updated appService.bicep to conditionally import diagnostic settings based on enableDiagLogging parameter.
- Changed Azure Cosmos DB authentication type to managed identity and removed key-based authentication settings.
- Enhanced appServiceAuthentication.bicep by removing unnecessary parameters and configuring Key Vault reference for client secret.
- Modified appServicePlan.bicep to conditionally import diagnostic settings.
- Refactored azureContainerRegistry-existing.bicep to deploy role assignment to the ACR's resource group.
- Updated azureContainerRegistry.bicep to conditionally import diagnostic settings.
- Enhanced contentSafety.bicep with conditional diagnostic settings import.
- Updated cosmosDb.bicep to include a new database and container, and added role assignments for managed identity.
- Refactored documentIntelligence.bicep to conditionally import diagnostic settings.
- Enhanced enterpriseApplication.bicep by adding additional required resource access scopes.
- Updated keyVault.bicep to conditionally import diagnostic settings and adjusted enterprise app parameters.
- Refactored openAI.bicep to conditionally import diagnostic settings.
- Enhanced redisCache.bicep with conditional diagnostic settings import.
- Updated search.bicep to conditionally import diagnostic settings.
- Refactored speechService.bicep to conditionally import diagnostic settings.
- Enhanced storageAccount.bicep with conditional diagnostic settings import.
- Added main.parameters.json for parameter management.
- Introduced azureContainerRegistry-roleAssignment.bicep for managing ACR role assignments.

* Add custom subdomain names for document intelligence, OpenAI, and speech services

* Fix casing for hostingMode property in search service configuration

* Enhance storage account configuration by enabling hierarchical namespace and setting public access to 'None' for document containers

* Add enterprise app permissions module for resource access management

* Fixed ExternalApi configuration to valid guid and set value to a unique name

* Add Init Script to Configure Entra Application

* Fix spelling error

* fix failure in hostingMode value

* configure managed identity for contentSafety

* update readme to support new AZD deployment solution

* Video Indexer, Multi-Modal Enhancements, Scope Bug

## PR Summary: Video Indexer Multi-Modal Enhancements

### Overview
This PR introduces significant enhancements to video processing and image analysis capabilities, focusing on multi-modal AI features and improved metadata handling. **Version updated from 0.233.167 to 0.233.172**.

### 🎯 Key Features

#### 1. **Multi-Modal Vision Analysis for Images**
- Added AI-powered vision analysis for uploaded images using GPT-4 Vision or similar models
- Extracts comprehensive image insights including:
  - AI-generated descriptions
  - Object detection
  - Text extraction from images (OCR)
  - Detailed visual analysis
- New admin setting: `enable_multimodal_vision` to control feature availability
- Vision analysis results stored in document metadata and included in AI Search indexing
- Connection testing endpoint added for vision model validation

#### 2. **Enhanced Document Metadata Citations**
- Implemented metadata-based citations that surface document keywords, abstracts, and vision analysis
- New citation types displayed with distinct visual indicators:
  - **Keywords**: Tagged with `bi-tags` icon, labeled as "Metadata"
  - **Abstract**: Document summaries included as contextual citations
  - **Vision Analysis**: AI-generated image insights labeled as "AI Vision"
- Metadata content passed to AI models as additional context for more informed responses
- Special modal view for metadata citations (separate from standard document citations)

#### 3. **Image Message UI Improvements**
- Enhanced display for user-uploaded images vs AI-generated images
- Added "View Text" button for uploaded images with extracted content or vision analysis
- Collapsible info sections showing:
  - Extracted OCR text from Document Intelligence
  - AI Vision Analysis results
- Proper avatar distinction between uploaded and generated images
- Improved metadata tracking with `is_user_upload` flag

#### 4. **Video Indexer Configuration Updates**
- **BREAKING CHANGE**: Removed API key authentication support
- Now exclusively uses **Managed Identity authentication** for Video Indexer
- Updated admin UI documentation to guide managed identity setup:
  - Enable system-assigned managed identity on App Service
  - Assign "Video Indexer Restricted Viewer" role
  - Configure required ARM settings (subscription ID, resource group, account name)
- Improved validation for required Video Indexer settings
- Enhanced error messaging for missing configuration

#### 5. **Search Scope Improvements**
- Fixed search behavior when `document_scope='all'` to properly include group documents
- Added `active_group_id` to search context when document scope is 'all' and groups are enabled
- Conditional group index searching - only queries group index when `active_group_id` is present
- Prevents unnecessary searches and potential errors when groups aren't in use

#### 6. **Image Context in Conversation History**
- Enhanced conversation history to include rich image context for AI models
- Extracts and includes:
  - OCR text from Document Intelligence (up to max content length)
  - AI Vision analysis (description, objects, text)
  - Structured prompt formatting for multimodal understanding
- **Important**: Base64 image data excluded from conversation history to prevent token overflow
- Only metadata and extracted insights passed to models for efficient token usage

### 🔧 Technical Improvements

#### Backend Changes
- **route_backend_chats.py**: 
  - Added metadata citation extraction logic (~150 lines)
  - Enhanced conversation history building for image uploads
  - Improved search argument handling for group contexts
  
- **functions_documents.py**:
  - New `analyze_image_with_vision_model()` function for AI vision analysis
  - Enhanced `get_document_metadata_for_citations()` integration
  - Vision analysis now runs BEFORE chunk saving to include insights in AI Search indexing
  - Removed redundant blob storage for vision JSON (stored in document metadata)
  
- **route_backend_settings.py**:
  - New `_test_multimodal_vision_connection()` endpoint for testing vision models
  - Supports both APIM and direct Azure OpenAI endpoints
  - Test uses 1x1 pixel sample image for validation

- **functions_search.py**:
  - Added conditional logic for group search execution
  - Prevents empty `active_group_id` from causing search errors

#### Frontend Changes
- **chat-messages.js** (~275 lines changed):
  - Enhanced `appendMessage()` to handle uploaded image metadata
  - New `toggleImageInfo()` functionality for expandable image details
  - Improved citation rendering with metadata type indicators
  - Debug logging for image message processing
  
- **chat-citations.js** (~70 lines added):
  - New `showMetadataModal()` function for displaying keywords/abstracts/vision analysis
  - Enhanced citation click handling to detect metadata citations
  - Separate modal styling and behavior for metadata vs document citations

- **admin_settings.html**:
  - Complete redesign of Video Indexer configuration section
  - Removed all API key references
  - Added managed identity setup instructions with step-by-step guidance
  - Updated configuration display to show resource group and subscription ID

- **_video_indexer_info.html**:
  - Updated modal content to clarify managed identity requirement
  - Added warning banner about authentication type
  - Enhanced configuration display with ARM resource details

### 📊 Files Changed
- **16 files** modified
- **+1,063 insertions**, **-412 deletions**
- Net change: **+651 lines**

### 🧪 Testing Considerations
- Test multi-modal vision analysis with various image types
- Validate metadata citations appear correctly in chat responses
- Verify Video Indexer works with managed identity authentication
- Test search scope behavior with and without groups enabled
- Validate image upload UI shows extracted text and vision analysis
- Confirm conversation history properly handles image context without token overflow

### 🔐 Security & Performance
- Managed identity authentication improves security posture (no stored API keys)
- Image base64 data excluded from conversation history prevents token exhaustion
- Metadata citations add minimal overhead while providing rich context
- Vision analysis runs efficiently during document processing pipeline

### 📝 Configuration Required
Admins must configure:
1. Enable `enable_multimodal_vision` in admin settings
2. Select vision-capable model (e.g., `gpt-4o`, `gpt-4-vision-preview`)
3. For Video Indexer: Configure managed identity and ARM resource details
4. Enable `enable_extract_meta_data` to surface metadata citations

---

This PR significantly enhances the application's multi-modal capabilities, providing users with richer context from images and documents while maintaining efficient token usage and robust security practices.

* Conversation Management Features (#532)

New Features
1. Pin Conversations
Users can pin important conversations to keep them at the top of the list
Pinned conversations display a pin icon (📌) in the conversation header and details modal
Pin icon appears before the conversation title
Bulk pin/unpin operations available in multi-select mode
Pinned conversations always appear first, sorted by most recent activity
2. Hide Conversations
Users can hide conversations to declutter their workspace without deleting them
Hidden conversations display an eye-slash icon (👁️‍🗨️) in the conversation header and details modal
Eye-slash icon appears next to the pin icon (if pinned)
Bulk hide/unhide operations available in multi-select mode
Toggle visibility of hidden conversations using the eye icon in the sidebar
3. Two-Tier Conversation Search
Quick Search (Sidebar)
Instant title-based filtering of conversations
Search icon in sidebar activates inline search input
Real-time filtering as you type
Clear button to reset search
Expand button to open advanced search modal
Advanced Search (Modal)
Full-text search across all message content
Multiple filter options:
Date range (from/to)
Chat type (personal/group/public)
Classifications (multi-select)
Has uploaded files
Has generated images
Pagination (20 results per page)
Message snippets with highlighted search terms (50 chars before/after match)
Click to navigate directly to specific messages
Search history tracking (last 20 searches)
Clickable search history to repeat searches
4. Message Highlighting & Navigation
Search results highlight matched text in yellow (amber in dark mode)
Smooth scroll animation to navigate to specific messages
Pulse animation draws attention to the target message
Highlights persist for 30 seconds before auto-clearing
Works across conversation switches
5. Multi-Select Mode
Select multiple conversations for bulk operations
Visual checkboxes appear when entering selection mode
Bulk actions available:
Pin/unpin selected conversations
Hide/unhide selected conversations
Delete selected conversations
Selection mode accessible from conversation dropdown menu
Auto-exit after 30 seconds of inactivity
6. Enhanced Conversation Details Modal
Displays pin icon if conversation is pinned
Displays eye-slash icon if conversation is hidden
Shows both icons at the top of the modal (next to title)
Status section shows visual badges for pinned/hidden state
Comprehensive metadata display
Technical Implementation
Frontend Changes
chat-conversations.js: Core conversation management, quick search, pin/hide functionality
chat-search-modal.js (NEW): Advanced search modal implementation
chat-sidebar-conversations.js: Sidebar search synchronization, hidden conversation handling
chat-messages.js: Message highlighting, smooth scroll, search highlight persistence
chat-conversation-details.js: Updated to show pin/hidden icons in modal
chats.css: Styles for search highlights and message pulse animations
HTML Templates: Added search modal, updated navigation icons
Backend Changes
route_backend_conversations.py:

/api/search_conversations - Full-text search with filters and pagination
/api/conversations/classifications - Get unique classification values
/api/user-settings/search-history - GET/POST/DELETE endpoints for search history
/api/conversations/{id}/pin - Toggle pin status
/api/conversations/{id}/hide - Toggle hide status
Bulk operations for pin/hide/delete
functions_settings.py: Search history management functions

* Message management (#553)

* added message masking

mask selected content of message or an entire message

* fixed citation border

* enabled streaming

* image gen with streaming

* added reasoning support

* added reasoning to agents

* agent support

* fixed key bug

* disable group create and fixed model fetch

* updated config

* fixed support for workspace search for streaming

* fix bug with sidebar update

* fixed gpt-5 vision processing bug

* metadata works with all messages now

* fixed debug_print bug

* added reasoning effort to agents and fixed agent validation

* fixed file metadata loading bug

* fixed llm streaming when working with group workspace data

* fixed cosmos container config error

* added delete message and fixed message threading

* retry bug fixes

* fixed message threading order

* moved message buttons to menu

* fixed bug for conversation history that included inactive threads

* added css styling for urls for dark mode

* fixed bug with newly created messages not showing metadata or deleting

* improved search times by 100x

* added token collect to messages supports models and agents

* added streaming for agents along with token collection

* added embedding token tracking

* added document creation/deletion and token tracking to activity log

* adding conversations to activity logs

* added activity log viewer with filters, search, and export

* added support for agents in edit and retry messages

* Configure Application from AZD Up command (#548)

* Add Cosmos DB post-configuration script and update requirements - Initial POC

* post deploy configure services in cosmosdb

* refactor to prevent post deploy configuration + begin support of key based auth.

* Add additional parameter validation for creating entra app

* Refactor Bicep modules for improved authentication and key management

- Added keyVault-Secrets.bicep module for storing secrets in Key Vault.
- Modified keyVault.bicep to remove enterprise app client secret handling and commented out managed identity role assignments.
- Removed openAI-existing.bicep and refactored openAI.bicep to handle model deployments dynamically.
- Added setPermissions.bicep for managing role assignments for various resources.
- Updated postconfig.py to reflect changes in environment variable handling for authentication type.

* Refactor Bicep modules to conditionally add settings based on authentication type and enable resource declarations for services

* initial support for VideoIndexer service

* Refactor Bicep modules to enhance VideoIndexer service integration and update diagnostic settings configurations

* move from using chainguard-dev builder image to python slim image.

* Updates to support post deployment app config

* Add post-deployment permissions script for CosmosDB and update authentication type handling

* fix typo in enhanced citation deployment config

* Refactor Dockerfile to use Python 3.13-slim and streamline build process

* restart web application after deployment settings applied

* remove setting for disableLocalAuth

* update to latest version of bicep deployment

* remove dead code

* code cleanup / formatting

* removed unnecessary content from readme.md

* fix token scope for commericial search service

* set permission correctly for lookup of openAI models

* fixes required to configure search with managed identity

* Adds Azure Billing Plugin in Community Customizations (#546)

* add crude keyvault base impl

* upd actions for MAG

* add settings to fix

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* fix method name

* add get agent helper

* add ui trigger word and get agent helper

* upd function imports

* upd agents call

* add desc of plugins

* fix for admin modal loading

* upd default agent handling

* rmv unneeded file

* rmv extra imp statements

* add new cosmos container script

* upd instructions for consistency of code

* adds safe calls for akv functions

* adds akv to personal agents

* fix for user agents boot issue

* fix global set

* upd azure function plugin to super init

* upd to clean imports

* add keyvault to global actions loading

* add plugin loading docs

* rmv secret leak via logging

* rmv displaying of token in logs

* fix not loading global actions for personal agents

* rmv unsupported characters from logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add default plugin print logging

* rmv default check for nonsql plugins

* upd requirements

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add imp to appins logging

* add security tab UI + key vault UI

* add keyvault settings

* fix for copilot findings.

* fix for resaving plugin without changing secret

* init azure billing plugin

* add app settings cache

* upd to azure billing plugin

* upd to msgraph plugin

* init community customizations

* add module

* add key vault config modal

* add logging and functions to math

* rmv extra telemetry, add appcache

* upd billing plugin

* add/upd key vault, admin settings, agents, max tokens

* Remove abp for pr

* disable static logging for development

* rmv dup import

* add note on pass

* added notes

* rmv dup decl

* add semicolon

* rmv unused variable add agent name to log

* add actions migration back in

* add notes and copilot fixes

* add abp back in

* upd abp/seperate graph from query

* rmv missed merge lines

* fix for AL

* upd for consistency testing

* upd abp to community

* fix copilot findings #1

* fix plotting conflict

* fix exception handling

* fix static max function invokes

* rmv unneeded decl

* rmv unneeded imports

* fix grouping dimensions

* fix abp copilot suggestions #2

* simplify methods for message reload

* upd dockerfile to google distroless

* add pipelines

* add modifications to container

* upd to build

* add missing arg

* add arg for major/minor/patch python version

* upd python paths and pip install

* add perms to /app for user

* chg back to root

* rmv python3

* rmv not built python

* add shared

* add path and home

* upd for stdlib paths

* fix user input filesystem path vulns

* fix to consecutive dots

* upd pipeline to include branch name in image

* add abp to deploy

* upd instructions name/rmv abp from deploy

* fix pipeline

* mov back to Comm Cust for main inclusion

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Security/container build (#549)

* upd dockerfile to google distroless

* add pipelines

* add modifications to container

* upd to build

* add missing arg

* add arg for major/minor/patch python version

* upd python paths and pip install

* add perms to /app for user

* chg back to root

* rmv python3

* rmv not built python

* add shared

* add path and home

* upd for stdlib paths

* fix user input filesystem path vulns

* fix to consecutive dots

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Feature/speech managed identity (#543)

* Bugfix - deleted duplicate enable_external_healthcheck entry

* Feature - updated Speech Service to use Managed Identity in addition to the key, added MAG functionality via Azure Speech SDK since the Fast Transcription API is not available in MAG, updated Admin Setup Walkthrough so it goes to the right place in the settings when Next is clicked, updated Speech requirements in Walkthrough, rewrote Admin Configuration docs, updated/corrected Managed Identity roles in Setup Instructions Special docs.

* Update application/single_app/templates/admin_settings.html

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update application/single_app/functions_settings.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update application/single_app/functions_documents.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update application/single_app/functions_documents.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Paul Lizer <paullizer@microsoft.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Banner text color picker from Vivien (#555)

* Classification text color picker

* Line endings

* Remove opencensus

* Add flask instrumentation

* Add troubleshooting doc

* Add troubleshooting doc

* Control center (#567)

* added group status (active, locked, upload disabled, and inactive)

Adds Azure Billing Plugin in Community Customizations

* added bulk member upload via csv for groups

* add document metadata modified activity log tracking

* activity logging for members deleted from groups

* added group activity timeline

* added notification system

* added notifications for document upload to workspaces

* fixed badge sizing

* fixed url link

* fixed badge to not show with zero notifications

* Updated notification system

* Updated approval system

* updated approval workflow

* updated notification workflow

* Fixed set active bug on my public workspace page

* Added user retention policy, updated user profile page with dashboards, retention config, and more.

* adding speed to text for chat UI

* updated the speech wave form and input field

* updated to transcribe entire recording

* fixed bug creating new conversation with auto-send

* add mic permissions

* added stream token tracking

* Added public workspace reporting

* Updated AI search sizing analysis

* added management for public workspaces

* improved public workspace management includes stats and bulk actions

* updated groups dashboard for owners and admins with stats and bulk actions

* added voice for ai to talk with users in chats

* Auto Voice Response

* for speech service, added 429 randomized response pattern to prevent thunder herding

* updated admin settings for speech services and fixed dark mode for raw log viewing

* updated video extraction card

* Added Control Center Admin and Dashboard Reader roles

* updated feedback and safety decorators so admins work unless required then those roles must be used

* Updated and Validated logic for admin roles; control center, safety, and feedback

* added support for control center admin and dashboard reader

* Development (#566)

* Banner text color picker from Vivien (#555)

* Classification text color picker

* Line endings

* Remove opencensus

* Add flask instrumentation

* Add troubleshooting doc

* Add troubleshooting doc

---------

Co-authored-by: Ed Clark <107473135+clarked-msft@users.noreply.github.com>
Co-authored-by: Ed Clark <clarked@microsoft.com>
Co-authored-by: Bionic711 <13358952+Bionic711@users.noreply.github.com>

* updated tool tip to better inform user on status of ai response

* improve query parameters detection for swagger

* updated visual cue showing the ai is talking to the user

* moved duplicates to shared js

* replaced alert with toast.

* fixed and added log_event to exceptions

* added @user_required and improved swagger generation

* Update route_frontend_profile.py

* fixed swagger generation bug on affecting two apis

* returned keyvault to admin settings ui

* Fixed bug when running local js

---------

Co-authored-by: Ed Clark <107473135+clarked-msft@users.noreply.github.com>
Co-authored-by: Ed Clark <clarked@microsoft.com>
Co-authored-by: Bionic711 <13358952+Bionic711@users.noreply.github.com>

* Adding release notes

* fixed debug_debug_print

* Updated README

* Update README.md

* accepted changes

* removed files

* GitHub Actions workflow that runs Python compilation checks on all Python files in the single_app

* Upated to v0.235.002

* removed debug test file

* Updated to v0.235.003

* Update python-syntax-check.yml

* fixed disable group creation bug

* fixed bug not showing raw activity log for groups

* fixed control center access to not require admin role when enabling controlcenteradmin role

* fix documentation

* Update release_notes.md

* Update README.md

* added click restrictions to top items in control center

* bug fix - fixed group member select after search, group member removal, group member role update, and approve/reject request

* Retention execution activity log (#600)

* retention execution logging bug fix

* debug timer reset with admin save bug fix

* Create test_debug_logging_timer_preservation.py

* fixed file processing logic prevent runtime execution

* fixed bug processing execution against personal documents

* removed test logging

* Retention Policy Document Deletion Fix

* Improve execution logic for rentention policy

Now uses retention_policy_next_run timestamp - Compares current time against the stored next scheduled time. If current time >= next scheduled time, it runs.

Reduced check interval from 1 hour to 5 minutes - More responsive scheduling, ensures it catches the scheduled time promptly.

Better fallback logic - If next_run can't be parsed, falls back to checking last_run (23-hour threshold).

Runs immediately if never run before - If there's no last_run or next_run, it will execute on the first check.

* Updated branch flow

* added log_event to exceptions

* enforce-branch-flow

* v0.235.025 (#609)

* creating workflows

* fraud analyssis

* support agents

* update

* fix

* updated demo

* Swagger lite (#469)

* Development (#467)

* upgrade to v0.229.060 (#459)

* Update release notes to show support for GPT-5

* Documented support for gpt-image-1

* Update config.py

* remove documentation folder

* Documentation and message table support (#444)

* Develop demo docs and import markdown table support

* fixed enhanced citations for groups and public workspaces

* Updated to support showing public workspaces in scope

* Update config.py

* fix docs

* Updated RELEASE_NOTES

* docs demos for public workspaces

* V0.229 bug fixes (v0.229.019) (#448)

* Development (#445)

* Update release notes to show support for GPT-5

* Documented support for gpt-image-1

* Update config.py

* remove documentation folder

* Documentation and message table support (#444)

* Develop demo docs and import markdown table support

* fixed enhanced citations for groups and public workspaces

* Updated to support showing public workspaces in scope

* Update config.py

* fix docs

* Updated RELEASE_NOTES

* video indexer config details, doc intel test button fix, move multimedia configs to search and extract

* improved header security

* updated versions

* moved

* Update EXTERNAL_HEALTH_CHECK_DUPLICATION_FIX.md

* added pdfs

* v0.229.019 bug fixes upgrade to v0.229.058 (#452)

* all urls in chat open in new tabs

* consolidated admin settings for improved navigation

* added left hand nav admin settings menus

* added left hand menu options for workspaces

* Added debug logging to video indexer processes

* readme and functional test

* Workspace Scope in Chat affects Prompts

* Create WORKSPACE_SCOPE_PROMPTS_FIX.md

* time based turn off for debug and file process logging

* improve saving in admin settings

* update to v0.229.058

* Update RELEASE_NOTES.md

* Update RELEASE_NOTES.md

* Popup modal for Health Check config

* Added Health Check config guide

* Chat page top nav bug (#458)

* initial fix

* fixed top nav chat up bug

* notes for v0.229.060

* file location fix

* Update config.py

* Update RELEASE_NOTES.md

* moved to correct location

* Fixed enhanced citations CSP bug

Simple Chat implemented improved security which negatively impacted enhanced citations.

* Updated release notes

* updated version and tests

* swagger support for all endpoints and added swagger search

* added wide screen support for chats when collapsing side bar

* v0.230.001 features

* adding support for xlsm, Macro Excel files.

* moved into features

* initial

* added readme

* removed html code

* Update config.py (#477)

Updated else if for AUTHORITY

* Initial Setup for Pages documentation (#479)

* setup folders and base files

* setting up files

* architecture diagrams

* updated to libdoc

* libdoc updates

* updating side bar

* removed loops

* editing side bar

* Created Simple Chat Jekyll theme

* Update config.py (#477) (#478)

Updated else if for AUTHORITY

Co-authored-by: Patrick C Davis <82388365+Patrick-Davis-MSFT@users.noreply.github.com>

* Updating architectures

* Update README.md

---------

Co-authored-by: Patrick C Davis <82388365+Patrick-Davis-MSFT@users.noreply.github.com>

* initial

* added to base

* adding real data endpoints

* Update route_backend_control_center.py

* added individual charts

* fix for bug 485

* added document metrics

* added links to control center

* debug

* added date

* fixed bugs due to branch descrepancies

* added Azure SQL Driver Docker File

* added documentation for docker_fileSession updates

* Redis Managed Identity Azure Government Support Changes

* Stop tracking ignored folders

* updated gitignore

* added sort by to table for user management

* storage account size processing

* Front end now shows storage account sizing

* export user management list to csv

* adding group management

* fixing swagger generation

* fix

* Added inline dynamic property generation

* added YAML support

* Improved muiltform vs app/json detection

* added Control Center Admin role

ControlCenterAdmin

* ai search sizing is working for groups

* group refresh fixed

* added group data fix

* group table refresh

* updated export to include group docs

* adding public workspace management

* removed sample data and consolidated row generators

* Changed both caching helper functions to use the existing update_document() function from functions_documents.py instead of direct upsert.

* removed workflow, will work on that in different branch

* Document Set Fingerprinting, Scope-Aware Cache Key Generation, Event-Based Invalidation

I've successfully implemented Document Set Fingerprint + Event-Based Cache Invalidation with deterministic sorting and Score Normalization.

* added debug logging

* setup cache feature and ttl time to admin app settings

* removed cosmos level ttl

* Keyvault for secrets (#492)

* add crude keyvault base impl

* upd actions for MAG

* add settings to fix

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* fix method name

* add get agent helper

* add ui trigger word and get agent helper

* upd function imports

* upd agents call

* add desc of plugins

* fix for admin modal loading

* upd default agent handling

* rmv unneeded file

* rmv extra imp statements

* add new cosmos container script

* upd instructions for consistency of code

* adds safe calls for akv functions

* adds akv to personal agents

* fix for user agents boot issue

* fix global set

* upd azure function plugin to super init

* upd to clean imports

* add keyvault to global actions loading

* add plugin loading docs

* rmv secret leak via logging

* rmv displaying of token in logs

* fix not loading global actions for personal agents

* rmv unsupported characters from logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add default plugin print logging

* rmv default check for nonsql plugins

* upd requirements

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add imp to appins logging

* add security tab UI + key vault UI

* add keyvault settings

* fix for copilot findings.

* fix for resaving plugin without changing secret

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Feature/remove abp for pr (#510)

* add crude keyvault base impl

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* add ui trigger word and get agent helper

* adds safe calls for akv functions

* add keyvault to global actions loading

* rmv secret leak via logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add security tab UI + key vault UI

* fix for resaving plugin without changing secret

* init azure billing plugin

* add app settings cache

* upd to azure billing plugin

* upd to msgraph plugin

* init community customizations

* add module

* add key vault config modal

* add logging and functions to math

* rmv extra telemetry, add appcache

* upd billing plugin

* add/upd key vault, admin settings, agents, max tokens

* Remove abp for pr

* disable static logging for development

* rmv dup import

* add note on pass

* added notes

* rmv dup decl

* add semicolon

* rmv unused variable add agent name to log

* add actions migration back in

* add notes and copilot fixes

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Feature/group agents actions (#521)

* add crude keyvault base impl

* upd actions for MAG

* add settings to fix

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* fix method name

* add get agent helper

* add ui trigger word and get agent helper

* upd function imports

* upd agents call

* add desc of plugins

* fix for admin modal loading

* upd default agent handling

* rmv unneeded file

* rmv extra imp statements

* add new cosmos container script

* upd instructions for consistency of code

* adds safe calls for akv functions

* adds akv to personal agents

* fix for user agents boot issue

* fix global set

* upd azure function plugin to super init

* upd to clean imports

* add keyvault to global actions loading

* add plugin loading docs

* rmv secret leak via logging

* rmv displaying of token in logs

* fix not loading global actions for personal agents

* rmv unsupported characters from logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add default plugin print logging

* rmv default check for nonsql plugins

* upd requirements

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add imp to appins logging

* add security tab UI + key vault UI

* add keyvault settings

* fix for copilot findings.

* fix for resaving plugin without changing secret

* init azure billing plugin

* add app settings cache

* upd to azure billing plugin

* upd to msgraph plugin

* init community customizations

* add module

* add key vault config modal

* add logging and functions to math

* rmv extra telemetry, add appcache

* upd billing plugin

* add/upd key vault, admin settings, agents, max tokens

* Remove abp for pr

* disable static logging for development

* rmv dup import

* add note on pass

* added notes

* rmv dup decl

* add semicolon

* rmv unused variable add agent name to log

* add actions migration back in

* add notes and copilot fixes

* add group agents/actions

* add branch for testing/rmv old branch

* bug fixes, group agent modifications, rmv client validation

* rmv ajv

* upd from copilot

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Add cosmos activity logs container configuration

* incorporate branch updates Add 372 fix 489

* Support deployment via AZD UP (#530)

* Update devcontainer configuration for support of AZD

* Move to module based bicep files

* Add Azure deployment configuration and update Bicep modules for service outputs

* Enhance Azure deployment process by adding predeploy hooks for Docker image management and updating Bicep modules to include managed identity client ID and container registry outputs.

* Add deployment script for creating and storing Azure AD client secret in Key Vault

* Update Azure Dev CLI feature version to latest in devcontainer configuration

* Remove deprecated Bicep files and parameter configurations for cleaner deployment structure

* Refactor Bicep modules for improved diagnostics and role assignments

- Updated appService.bicep to conditionally import diagnostic settings based on enableDiagLogging parameter.
- Changed Azure Cosmos DB authentication type to managed identity and removed key-based authentication settings.
- Enhanced appServiceAuthentication.bicep by removing unnecessary parameters and configuring Key Vault reference for client secret.
- Modified appServicePlan.bicep to conditionally import diagnostic settings.
- Refactored azureContainerRegistry-existing.bicep to deploy role assignment to the ACR's resource group.
- Updated azureContainerRegistry.bicep to conditionally import diagnostic settings.
- Enhanced contentSafety.bicep with conditional diagnostic settings import.
- Updated cosmosDb.bicep to include a new database and container, and added role assignments for managed identity.
- Refactored documentIntelligence.bicep to conditionally import diagnostic settings.
- Enhanced enterpriseApplication.bicep by adding additional required resource access scopes.
- Updated keyVault.bicep to conditionally import diagnostic settings and adjusted enterprise app parameters.
- Refactored openAI.bicep to conditionally import diagnostic settings.
- Enhanced redisCache.bicep with conditional diagnostic settings import.
- Updated search.bicep to conditionally import diagnostic settings.
- Refactored speechService.bicep to conditionally import diagnostic settings.
- Enhanced storageAccount.bicep with conditional diagnostic settings import.
- Added main.parameters.json for parameter management.
- Introduced azureContainerRegistry-roleAssignment.bicep for managing ACR role assignments.

* Add custom subdomain names for document intelligence, OpenAI, and speech services

* Fix casing for hostingMode property in search service configuration

* Enhance storage account configuration by enabling hierarchical namespace and setting public access to 'None' for document containers

* Add enterprise app permissions module for resource access management

* Fixed ExternalApi configuration to valid guid and set value to a unique name

* Add Init Script to Configure Entra Application

* Fix spelling error

* fix failure in hostingMode value

* configure managed identity for contentSafety

* update readme to support new AZD deployment solution

* Video Indexer, Multi-Modal Enhancements, Scope Bug

## PR Summary: Video Indexer Multi-Modal Enhancements

### Overview
This PR introduces significant enhancements to video processing and image analysis capabilities, focusing on multi-modal AI features and improved metadata handling. **Version updated from 0.233.167 to 0.233.172**.

### 🎯 Key Features

#### 1. **Multi-Modal Vision Analysis for Images**
- Added AI-powered vision analysis for uploaded images using GPT-4 Vision or similar models
- Extracts comprehensive image insights including:
  - AI-generated descriptions
  - Object detection
  - Text extraction from images (OCR)
  - Detailed visual analysis
- New admin setting: `enable_multimodal_vision` to control feature availability
- Vision analysis results stored in document metadata and included in AI Search indexing
- Connection testing endpoint added for vision model validation

#### 2. **Enhanced Document Metadata Citations**
- Implemented metadata-based citations that surface document keywords, abstracts, and vision analysis
- New citation types displayed with distinct visual indicators:
  - **Keywords**: Tagged with `bi-tags` icon, labeled as "Metadata"
  - **Abstract**: Document summaries included as contextual citations
  - **Vision Analysis**: AI-generated image insights labeled as "AI Vision"
- Metadata content passed to AI models as additional context for more informed responses
- Special modal view for metadata citations (separate from standard document citations)

#### 3. **Image Message UI Improvements**
- Enhanced display for user-uploaded images vs AI-generated images
- Added "View Text" button for uploaded images with extracted content or vision analysis
- Collapsible info sections showing:
  - Extracted OCR text from Document Intelligence
  - AI Vision Analysis results
- Proper avatar distinction between uploaded and generated images
- Improved metadata tracking with `is_user_upload` flag

#### 4. **Video Indexer Configuration Updates**
- **BREAKING CHANGE**: Removed API key authentication support
- Now exclusively uses **Managed Identity authentication** for Video Indexer
- Updated admin UI documentation to guide managed identity setup:
  - Enable system-assigned managed identity on App Service
  - Assign "Video Indexer Restricted Viewer" role
  - Configure required ARM settings (subscription ID, resource group, account name)
- Improved validation for required Video Indexer settings
- Enhanced error messaging for missing configuration

#### 5. **Search Scope Improvements**
- Fixed search behavior when `document_scope='all'` to properly include group documents
- Added `active_group_id` to search context when document scope is 'all' and groups are enabled
- Conditional group index searching - only queries group index when `active_group_id` is present
- Prevents unnecessary searches and potential errors when groups aren't in use

#### 6. **Image Context in Conversation History**
- Enhanced conversation history to include rich image context for AI models
- Extracts and includes:
  - OCR text from Document Intelligence (up to max content length)
  - AI Vision analysis (description, objects, text)
  - Structured prompt formatting for multimodal understanding
- **Important**: Base64 image data excluded from conversation history to prevent token overflow
- Only metadata and extracted insights passed to models for efficient token usage

### 🔧 Technical Improvements

#### Backend Changes
- **route_backend_chats.py**: 
  - Added metadata citation extraction logic (~150 lines)
  - Enhanced conversation history building for image uploads
  - Improved search argument handling for group contexts
  
- **functions_documents.py**:
  - New `analyze_image_with_vision_model()` function for AI vision analysis
  - Enhanced `get_document_metadata_for_citations()` integration
  - Vision analysis now runs BEFORE chunk saving to include insights in AI Search indexing
  - Removed redundant blob storage for vision JSON (stored in document metadata)
  
- **route_backend_settings.py**:
  - New `_test_multimodal_vision_connection()` endpoint for testing vision models
  - Supports both APIM and direct Azure OpenAI endpoints
  - Test uses 1x1 pixel sample image for validation

- **functions_search.py**:
  - Added conditional logic for group search execution
  - Prevents empty `active_group_id` from causing search errors

#### Frontend Changes
- **chat-messages.js** (~275 lines changed):
  - Enhanced `appendMessage()` to handle uploaded image metadata
  - New `toggleImageInfo()` functionality for expandable image details
  - Improved citation rendering with metadata type indicators
  - Debug logging for image message processing
  
- **chat-citations.js** (~70 lines added):
  - New `showMetadataModal()` function for displaying keywords/abstracts/vision analysis
  - Enhanced citation click handling to detect metadata citations
  - Separate modal styling and behavior for metadata vs document citations

- **admin_settings.html**:
  - Complete redesign of Video Indexer configuration section
  - Removed all API key references
  - Added managed identity setup instructions with step-by-step guidance
  - Updated configuration display to show resource group and subscription ID

- **_video_indexer_info.html**:
  - Updated modal content to clarify managed identity requirement
  - Added warning banner about authentication type
  - Enhanced configuration display with ARM resource details

### 📊 Files Changed
- **16 files** modified
- **+1,063 insertions**, **-412 deletions**
- Net change: **+651 lines**

### 🧪 Testing Considerations
- Test multi-modal vision analysis with various image types
- Validate metadata citations appear correctly in chat responses
- Verify Video Indexer works with managed identity authentication
- Test search scope behavior with and without groups enabled
- Validate image upload UI shows extracted text and vision analysis
- Confirm conversation history properly handles image context without token overflow

### 🔐 Security & Performance
- Managed identity authentication improves security posture (no stored API keys)
- Image base64 data excluded from conversation history prevents token exhaustio…
* Add custom subdomain support for OpenAI and Speech Service in Terraform

- Added custom_subdomain_name to OpenAI resource for managed identity authentication
- Created Speech Service resource with custom subdomain configuration
- Added RBAC role assignments for Speech Service (Managed Identity and App Service MI)
- Includes Cognitive Services Speech User and Speech Contributor roles
- Documentation: Azure Speech managed identity setup guide

* feat: Add ServiceNow integration documentation and bug fixes

- Add comprehensive ServiceNow integration guide with OAuth 2.0 setup
- Include OpenAPI specifications for Incident Management and Knowledge Base APIs
- Add agent instructions for ServiceNow support agent
- Fix GROUP_ACTION_OAUTH_SCHEMA_MERGING: Ensure additionalFields preserved during schema merge
- Fix GROUP_AGENT_LOADING: Improve group agent loading reliability
- Fix OPENAPI_BASIC_AUTH: Support basic authentication in OpenAPI actions
- Fix AZURE_AI_SEARCH_TEST_CONNECTION: Improve AI Search connection testing
- Update version to 0.236.012

* Removed the readme files for bug fix details

* Updated servicenow integration readme

* chore: Revert custom logo changes to upstream version

* chore: Revert terraform main.tf to upstream version

* Removed the two openai sample spec downloaed from servicennow site

* Update docs/how-to/agents/ServiceNow/servicenow_agent_instructions.txt

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/agents/ServiceNow/open_api_specs/sample_servicenow_incident_api.yaml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/azure_speech_managed_identity_manul_setup.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update application/single_app/semantic_kernel_plugins/openapi_plugin_factory.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Checked in the bug fix detail readme to docs/explanation/fixes/v0.236.012

* Added version number to the feature readme files

* Added version number to document, and removed redudant import statement

* refactor: use _ for intentionally unused variable in AI Search test

- Changed 'indexes = list(...)' to '_ = list(...)'
- Follows Python convention for discarded return values
- AI Search connection test only needs to verify the API call succeeds

* Removed azure_speech_managed_indeity_manual readme file since it is unrelated to this servicenow integration

* update version numbers to 0.236.012 in bug fix documentation

- OPENAPI_BASIC_AUTH_FIX.md: 0.235.026 → 0.236.012
- GROUP_ACTION_OAUTH_SCHEMA_MERGING_FIX.md: 0.235.028 → 0.236.012
- GROUP_AGENT_LOADING_FIX.md: 0.235.027 → 0.236.012
- AZURE_AI_SEARCH_TEST_CONNECTION_FIX.md: 0.235.004 → 0.236.012"

* Update application/single_app/semantic_kernel_loader.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/agents/ServiceNow/open_api_specs/sample_now_knowledge_latest_spec.yaml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/explanation/fixes/v0.236.012/AZURE_AI_SEARCH_TEST_CONNECTION_FIX.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/agents/ServiceNow/open_api_specs/sample_now_knowledge_latest_spec_basicauth.yaml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/agents/ServiceNow/open_api_specs/sample_servicenow_incident_api_basicauth.yaml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/explanation/fixes/v0.236.012/GROUP_AGENT_LOADING_FIX.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Remvoed debug statements that might include senstive info

* Rollback Azure AI Search test connection fix for separate PR

Reverted route_backend_settings.py to origin/development version and removed
AZURE_AI_SEARCH_TEST_CONNECTION_FIX.md documentation. These changes will be
submitted in a dedicated PR to keep the ServiceNow integration PR focused.

* Update application/single_app/semantic_kernel_plugins/openapi_plugin_factory.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/explanation/fixes/v0.236.012/GROUP_AGENT_LOADING_FIX.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/explanation/fixes/v0.236.012/GROUP_ACTION_OAUTH_SCHEMA_MERGING_FIX.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/agents/ServiceNow/SERVICENOW_OAUTH_SETUP.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Fix Azure AI Search test connection with managed identity

Replaced REST API approach with SearchIndexClient SDK to properly handle managed identity authentication in Azure public cloud. The SDK automatically handles token acquisition and endpoint construction, eliminating the 'search_resource_manager is not defined' error that occurred with the REST API approach.

* Fix Azure AI Search test connection with managed identity

Replaced REST API approach with SearchIndexClient SDK to properly handle managed identity authentication in Azure public cloud. The SDK automatically handles token acquisition and endpoint construction, eliminating the 'search_resource_manager is not defined' error that occurred with the REST API approach.

* Corrected file folder name

* Corrected the version number to reference 0.236.012

* Removed unneeded folder and document

* Revert terraform main.tf to upstream/Development version

* updated the logging logic when running retention delete with archiving enabled (#642)

* Corrected version to 0.236.011 (#645)

* v0.237.001 (#649)

* Use Microsoft python base image

* Add python ENV vars

* Add python ENV vars

* Install deps to systme

* Add temp dir to image and pip conf support

* Add custom-ca-certificates dir

* Logo bug fix (#654)

* release note updating for github coplilot

* fixed logo bug issue

* added 2,3,4,5,6,14 days to rentention policy

* added retention policy time updates

* Rentention policy (#657)

* Critical Retention Policy Deletion Fix

* Create RETENTION_POLICY_NULL_LAST_ACTIVITY_FIX.md

* Added ServiceNow support for create and publish article.  Including readme for configuration for 2 agents.

* Replace actual servicenow instance name with generic name in the readme file

* Changed version number in ServiceNow readme files to 0.237.005 since this pull request has latest changes from v0.237.004 Development branch

* Enhance ServiceNow agent for managing new KB article creation

* Added readme and open ai specs and agent instructions to support ServiceNow asset management

* Remove any references to actual ServiceNow instances

* fixed retention policy runtime bug and sidebar bug (#672)

* Fix: Windows Unicode encoding issue for video uploads (#662)

- Added explicit UTF-8 encoding when reading file content on Windows
- Prevents UnicodeDecodeError when processing non-ASCII filenames
- Ensures consistent file handling across different operating systems

Co-authored-by: Chen, Vivien <Vivien.Chen+ecolab@ecolab.com>

* Update docs/how-to/azure_speech_managed_identity_manul_setup.md (#675)

Co-authored-by: vivche <vivche@microsoft.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Add custom subdomain support for OpenAI and Speech Service in Terraform (#558)

* Add custom subdomain support for OpenAI and Speech Service in Terraform

- Added custom_subdomain_name to OpenAI resource for managed identity authentication
- Created Speech Service resource with custom subdomain configuration
- Added RBAC role assignments for Speech Service (Managed Identity and App Service MI)
- Includes Cognitive Services Speech User and Speech Contributor roles
- Documentation: Azure Speech managed identity setup guide

* Update docs/how-to/azure_speech_managed_identity_manul_setup.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Chen, Vivien <Vivien.Chen+ecolab@ecolab.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* 0.237.006 (#676)

* Update chat-sidebar-conversations.js

* 0.237.006

* docs: Update release notes for ServiceNow integration and bug fixes

- Add comprehensive ServiceNow integration documentation entry
- Document 4 critical bug fixes:
  - OpenAPI Basic Authentication credential parsing fix
  - Group Action OAuth schema merging fix
  - Group Agent loading in per-user kernel mode fix
  - Azure AI Search test connection fix
- Move debug_print import to top-level in openapi_plugin_factory.py

Version: 0.237.005

* Update release_notes.md

* resolve conflict

* fixed sidebar race condition (#679)

* fix the version number in config.py

* Security: Restrict group agent loading to active group only

WHAT:
- Changed group agent loading from ALL user groups to ACTIVE group only
- Added security validation to prevent cross-group agent access
- Updated import from get_user_groups to require_active_group

WHY:
- Prevents users from accessing group agents outside their active group
- Fixes a security gap where selecting a group agent bypassed the active-group check
- Aligns behavior with the intended single-active-group security model

FILES:
- semantic_kernel_loader.py (approx. lines 11801280)
- GROUP_AGENT_LOADING_FIX.md

VERSION:
- 0.237.008

* Fixed an instruction error that caused semantic kernel to fall back to default agent

* Fixed! The issue was caused by duplicated code blocks (#683)

* Manage group frontend bug (#684)

* Fixed! The issue was caused by duplicated code blocks

* updated release notes

* initial feature add

* added tag endpoint

* return unused tags too

* Bicepfix (#690)

* v0.237.006 (#678)

* creating workflows

* fraud analyssis

* support agents

* update

* fix

* updated demo

* Swagger lite (#469)

* Development (#467)

* upgrade to v0.229.060 (#459)

* Update release notes to show support for GPT-5

* Documented support for gpt-image-1

* Update config.py

* remove documentation folder

* Documentation and message table support (#444)

* Develop demo docs and import markdown table support

* fixed enhanced citations for groups and public workspaces

* Updated to support showing public workspaces in scope

* Update config.py

* fix docs

* Updated RELEASE_NOTES

* docs demos for public workspaces

* V0.229 bug fixes (v0.229.019) (#448)

* Development (#445)

* Update release notes to show support for GPT-5

* Documented support for gpt-image-1

* Update config.py

* remove documentation folder

* Documentation and message table support (#444)

* Develop demo docs and import markdown table support

* fixed enhanced citations for groups and public workspaces

* Updated to support showing public workspaces in scope

* Update config.py

* fix docs

* Updated RELEASE_NOTES

* video indexer config details, doc intel test button fix, move multimedia configs to search and extract

* improved header security

* updated versions

* moved

* Update EXTERNAL_HEALTH_CHECK_DUPLICATION_FIX.md

* added pdfs

* v0.229.019 bug fixes upgrade to v0.229.058 (#452)

* all urls in chat open in new tabs

* consolidated admin settings for improved navigation

* added left hand nav admin settings menus

* added left hand menu options for workspaces

* Added debug logging to video indexer processes

* readme and functional test

* Workspace Scope in Chat affects Prompts

* Create WORKSPACE_SCOPE_PROMPTS_FIX.md

* time based turn off for debug and file process logging

* improve saving in admin settings

* update to v0.229.058

* Update RELEASE_NOTES.md

* Update RELEASE_NOTES.md

* Popup modal for Health Check config

* Added Health Check config guide

* Chat page top nav bug (#458)

* initial fix

* fixed top nav chat up bug

* notes for v0.229.060

* file location fix

* Update config.py

* Update RELEASE_NOTES.md

* moved to correct location

* Fixed enhanced citations CSP bug

Simple Chat implemented improved security which negatively impacted enhanced citations.

* Updated release notes

* updated version and tests

* swagger support for all endpoints and added swagger search

* added wide screen support for chats when collapsing side bar

* v0.230.001 features

* adding support for xlsm, Macro Excel files.

* moved into features

* initial

* added readme

* removed html code

* Update config.py (#477)

Updated else if for AUTHORITY

* Initial Setup for Pages documentation (#479)

* setup folders and base files

* setting up files

* architecture diagrams

* updated to libdoc

* libdoc updates

* updating side bar

* removed loops

* editing side bar

* Created Simple Chat Jekyll theme

* Update config.py (#477) (#478)

Updated else if for AUTHORITY

Co-authored-by: Patrick C Davis <82388365+Patrick-Davis-MSFT@users.noreply.github.com>

* Updating architectures

* Update README.md

---------

Co-authored-by: Patrick C Davis <82388365+Patrick-Davis-MSFT@users.noreply.github.com>

* initial

* added to base

* adding real data endpoints

* Update route_backend_control_center.py

* added individual charts

* fix for bug 485

* added document metrics

* added links to control center

* debug

* added date

* fixed bugs due to branch descrepancies

* added Azure SQL Driver Docker File

* added documentation for docker_fileSession updates

* Redis Managed Identity Azure Government Support Changes

* Stop tracking ignored folders

* updated gitignore

* added sort by to table for user management

* storage account size processing

* Front end now shows storage account sizing

* export user management list to csv

* adding group management

* fixing swagger generation

* fix

* Added inline dynamic property generation

* added YAML support

* Improved muiltform vs app/json detection

* added Control Center Admin role

ControlCenterAdmin

* ai search sizing is working for groups

* group refresh fixed

* added group data fix

* group table refresh

* updated export to include group docs

* adding public workspace management

* removed sample data and consolidated row generators

* Changed both caching helper functions to use the existing update_document() function from functions_documents.py instead of direct upsert.

* removed workflow, will work on that in different branch

* Document Set Fingerprinting, Scope-Aware Cache Key Generation, Event-Based Invalidation

I've successfully implemented Document Set Fingerprint + Event-Based Cache Invalidation with deterministic sorting and Score Normalization.

* added debug logging

* setup cache feature and ttl time to admin app settings

* removed cosmos level ttl

* Keyvault for secrets (#492)

* add crude keyvault base impl

* upd actions for MAG

* add settings to fix

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* fix method name

* add get agent helper

* add ui trigger word and get agent helper

* upd function imports

* upd agents call

* add desc of plugins

* fix for admin modal loading

* upd default agent handling

* rmv unneeded file

* rmv extra imp statements

* add new cosmos container script

* upd instructions for consistency of code

* adds safe calls for akv functions

* adds akv to personal agents

* fix for user agents boot issue

* fix global set

* upd azure function plugin to super init

* upd to clean imports

* add keyvault to global actions loading

* add plugin loading docs

* rmv secret leak via logging

* rmv displaying of token in logs

* fix not loading global actions for personal agents

* rmv unsupported characters from logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add default plugin print logging

* rmv default check for nonsql plugins

* upd requirements

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add imp to appins logging

* add security tab UI + key vault UI

* add keyvault settings

* fix for copilot findings.

* fix for resaving plugin without changing secret

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Feature/remove abp for pr (#510)

* add crude keyvault base impl

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* add ui trigger word and get agent helper

* adds safe calls for akv functions

* add keyvault to global actions loading

* rmv secret leak via logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add security tab UI + key vault UI

* fix for resaving plugin without changing secret

* init azure billing plugin

* add app settings cache

* upd to azure billing plugin

* upd to msgraph plugin

* init community customizations

* add module

* add key vault config modal

* add logging and functions to math

* rmv extra telemetry, add appcache

* upd billing plugin

* add/upd key vault, admin settings, agents, max tokens

* Remove abp for pr

* disable static logging for development

* rmv dup import

* add note on pass

* added notes

* rmv dup decl

* add semicolon

* rmv unused variable add agent name to log

* add actions migration back in

* add notes and copilot fixes

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Feature/group agents actions (#521)

* add crude keyvault base impl

* upd actions for MAG

* add settings to fix

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* fix method name

* add get agent helper

* add ui trigger word and get agent helper

* upd function imports

* upd agents call

* add desc of plugins

* fix for admin modal loading

* upd default agent handling

* rmv unneeded file

* rmv extra imp statements

* add new cosmos container script

* upd instructions for consistency of code

* adds safe calls for akv functions

* adds akv to personal agents

* fix for user agents boot issue

* fix global set

* upd azure function plugin to super init

* upd to clean imports

* add keyvault to global actions loading

* add plugin loading docs

* rmv secret leak via logging

* rmv displaying of token in logs

* fix not loading global actions for personal agents

* rmv unsupported characters from logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add default plugin print logging

* rmv default check for nonsql plugins

* upd requirements

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add imp to appins logging

* add security tab UI + key vault UI

* add keyvault settings

* fix for copilot findings.

* fix for resaving plugin without changing secret

* init azure billing plugin

* add app settings cache

* upd to azure billing plugin

* upd to msgraph plugin

* init community customizations

* add module

* add key vault config modal

* add logging and functions to math

* rmv extra telemetry, add appcache

* upd billing plugin

* add/upd key vault, admin settings, agents, max tokens

* Remove abp for pr

* disable static logging for development

* rmv dup import

* add note on pass

* added notes

* rmv dup decl

* add semicolon

* rmv unused variable add agent name to log

* add actions migration back in

* add notes and copilot fixes

* add group agents/actions

* add branch for testing/rmv old branch

* bug fixes, group agent modifications, rmv client validation

* rmv ajv

* upd from copilot

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Add cosmos activity logs container configuration

* incorporate branch updates Add 372 fix 489

* Support deployment via AZD UP (#530)

* Update devcontainer configuration for support of AZD

* Move to module based bicep files

* Add Azure deployment configuration and update Bicep modules for service outputs

* Enhance Azure deployment process by adding predeploy hooks for Docker image management and updating Bicep modules to include managed identity client ID and container registry outputs.

* Add deployment script for creating and storing Azure AD client secret in Key Vault

* Update Azure Dev CLI feature version to latest in devcontainer configuration

* Remove deprecated Bicep files and parameter configurations for cleaner deployment structure

* Refactor Bicep modules for improved diagnostics and role assignments

- Updated appService.bicep to conditionally import diagnostic settings based on enableDiagLogging parameter.
- Changed Azure Cosmos DB authentication type to managed identity and removed key-based authentication settings.
- Enhanced appServiceAuthentication.bicep by removing unnecessary parameters and configuring Key Vault reference for client secret.
- Modified appServicePlan.bicep to conditionally import diagnostic settings.
- Refactored azureContainerRegistry-existing.bicep to deploy role assignment to the ACR's resource group.
- Updated azureContainerRegistry.bicep to conditionally import diagnostic settings.
- Enhanced contentSafety.bicep with conditional diagnostic settings import.
- Updated cosmosDb.bicep to include a new database and container, and added role assignments for managed identity.
- Refactored documentIntelligence.bicep to conditionally import diagnostic settings.
- Enhanced enterpriseApplication.bicep by adding additional required resource access scopes.
- Updated keyVault.bicep to conditionally import diagnostic settings and adjusted enterprise app parameters.
- Refactored openAI.bicep to conditionally import diagnostic settings.
- Enhanced redisCache.bicep with conditional diagnostic settings import.
- Updated search.bicep to conditionally import diagnostic settings.
- Refactored speechService.bicep to conditionally import diagnostic settings.
- Enhanced storageAccount.bicep with conditional diagnostic settings import.
- Added main.parameters.json for parameter management.
- Introduced azureContainerRegistry-roleAssignment.bicep for managing ACR role assignments.

* Add custom subdomain names for document intelligence, OpenAI, and speech services

* Fix casing for hostingMode property in search service configuration

* Enhance storage account configuration by enabling hierarchical namespace and setting public access to 'None' for document containers

* Add enterprise app permissions module for resource access management

* Fixed ExternalApi configuration to valid guid and set value to a unique name

* Add Init Script to Configure Entra Application

* Fix spelling error

* fix failure in hostingMode value

* configure managed identity for contentSafety

* update readme to support new AZD deployment solution

* Video Indexer, Multi-Modal Enhancements, Scope Bug

## PR Summary: Video Indexer Multi-Modal Enhancements

### Overview
This PR introduces significant enhancements to video processing and image analysis capabilities, focusing on multi-modal AI features and improved metadata handling. **Version updated from 0.233.167 to 0.233.172**.

### 🎯 Key Features

#### 1. **Multi-Modal Vision Analysis for Images**
- Added AI-powered vision analysis for uploaded images using GPT-4 Vision or similar models
- Extracts comprehensive image insights including:
  - AI-generated descriptions
  - Object detection
  - Text extraction from images (OCR)
  - Detailed visual analysis
- New admin setting: `enable_multimodal_vision` to control feature availability
- Vision analysis results stored in document metadata and included in AI Search indexing
- Connection testing endpoint added for vision model validation

#### 2. **Enhanced Document Metadata Citations**
- Implemented metadata-based citations that surface document keywords, abstracts, and vision analysis
- New citation types displayed with distinct visual indicators:
  - **Keywords**: Tagged with `bi-tags` icon, labeled as "Metadata"
  - **Abstract**: Document summaries included as contextual citations
  - **Vision Analysis**: AI-generated image insights labeled as "AI Vision"
- Metadata content passed to AI models as additional context for more informed responses
- Special modal view for metadata citations (separate from standard document citations)

#### 3. **Image Message UI Improvements**
- Enhanced display for user-uploaded images vs AI-generated images
- Added "View Text" button for uploaded images with extracted content or vision analysis
- Collapsible info sections showing:
  - Extracted OCR text from Document Intelligence
  - AI Vision Analysis results
- Proper avatar distinction between uploaded and generated images
- Improved metadata tracking with `is_user_upload` flag

#### 4. **Video Indexer Configuration Updates**
- **BREAKING CHANGE**: Removed API key authentication support
- Now exclusively uses **Managed Identity authentication** for Video Indexer
- Updated admin UI documentation to guide managed identity setup:
  - Enable system-assigned managed identity on App Service
  - Assign "Video Indexer Restricted Viewer" role
  - Configure required ARM settings (subscription ID, resource group, account name)
- Improved validation for required Video Indexer settings
- Enhanced error messaging for missing configuration

#### 5. **Search Scope Improvements**
- Fixed search behavior when `document_scope='all'` to properly include group documents
- Added `active_group_id` to search context when document scope is 'all' and groups are enabled
- Conditional group index searching - only queries group index when `active_group_id` is present
- Prevents unnecessary searches and potential errors when groups aren't in use

#### 6. **Image Context in Conversation History**
- Enhanced conversation history to include rich image context for AI models
- Extracts and includes:
  - OCR text from Document Intelligence (up to max content length)
  - AI Vision analysis (description, objects, text)
  - Structured prompt formatting for multimodal understanding
- **Important**: Base64 image data excluded from conversation history to prevent token overflow
- Only metadata and extracted insights passed to models for efficient token usage

### 🔧 Technical Improvements

#### Backend Changes
- **route_backend_chats.py**: 
  - Added metadata citation extraction logic (~150 lines)
  - Enhanced conversation history building for image uploads
  - Improved search argument handling for group contexts
  
- **functions_documents.py**:
  - New `analyze_image_with_vision_model()` function for AI vision analysis
  - Enhanced `get_document_metadata_for_citations()` integration
  - Vision analysis now runs BEFORE chunk saving to include insights in AI Search indexing
  - Removed redundant blob storage for vision JSON (stored in document metadata)
  
- **route_backend_settings.py**:
  - New `_test_multimodal_vision_connection()` endpoint for testing vision models
  - Supports both APIM and direct Azure OpenAI endpoints
  - Test uses 1x1 pixel sample image for validation

- **functions_search.py**:
  - Added conditional logic for group search execution
  - Prevents empty `active_group_id` from causing search errors

#### Frontend Changes
- **chat-messages.js** (~275 lines changed):
  - Enhanced `appendMessage()` to handle uploaded image metadata
  - New `toggleImageInfo()` functionality for expandable image details
  - Improved citation rendering with metadata type indicators
  - Debug logging for image message processing
  
- **chat-citations.js** (~70 lines added):
  - New `showMetadataModal()` function for displaying keywords/abstracts/vision analysis
  - Enhanced citation click handling to detect metadata citations
  - Separate modal styling and behavior for metadata vs document citations

- **admin_settings.html**:
  - Complete redesign of Video Indexer configuration section
  - Removed all API key references
  - Added managed identity setup instructions with step-by-step guidance
  - Updated configuration display to show resource group and subscription ID

- **_video_indexer_info.html**:
  - Updated modal content to clarify managed identity requirement
  - Added warning banner about authentication type
  - Enhanced configuration display with ARM resource details

### 📊 Files Changed
- **16 files** modified
- **+1,063 insertions**, **-412 deletions**
- Net change: **+651 lines**

### 🧪 Testing Considerations
- Test multi-modal vision analysis with various image types
- Validate metadata citations appear correctly in chat responses
- Verify Video Indexer works with managed identity authentication
- Test search scope behavior with and without groups enabled
- Validate image upload UI shows extracted text and vision analysis
- Confirm conversation history properly handles image context without token overflow

### 🔐 Security & Performance
- Managed identity authentication improves security posture (no stored API keys)
- Image base64 data excluded from conversation history prevents token exhaustion
- Metadata citations add minimal overhead while providing rich context
- Vision analysis runs efficiently during document processing pipeline

### 📝 Configuration Required
Admins must configure:
1. Enable `enable_multimodal_vision` in admin settings
2. Select vision-capable model (e.g., `gpt-4o`, `gpt-4-vision-preview`)
3. For Video Indexer: Configure managed identity and ARM resource details
4. Enable `enable_extract_meta_data` to surface metadata citations

---

This PR significantly enhances the application's multi-modal capabilities, providing users with richer context from images and documents while maintaining efficient token usage and robust security practices.

* Conversation Management Features (#532)

New Features
1. Pin Conversations
Users can pin important conversations to keep them at the top of the list
Pinned conversations display a pin icon (📌) in the conversation header and details modal
Pin icon appears before the conversation title
Bulk pin/unpin operations available in multi-select mode
Pinned conversations always appear first, sorted by most recent activity
2. Hide Conversations
Users can hide conversations to declutter their workspace without deleting them
Hidden conversations display an eye-slash icon (👁️‍🗨️) in the conversation header and details modal
Eye-slash icon appears next to the pin icon (if pinned)
Bulk hide/unhide operations available in multi-select mode
Toggle visibility of hidden conversations using the eye icon in the sidebar
3. Two-Tier Conversation Search
Quick Search (Sidebar)
Instant title-based filtering of conversations
Search icon in sidebar activates inline search input
Real-time filtering as you type
Clear button to reset search
Expand button to open advanced search modal
Advanced Search (Modal)
Full-text search across all message content
Multiple filter options:
Date range (from/to)
Chat type (personal/group/public)
Classifications (multi-select)
Has uploaded files
Has generated images
Pagination (20 results per page)
Message snippets with highlighted search terms (50 chars before/after match)
Click to navigate directly to specific messages
Search history tracking (last 20 searches)
Clickable search history to repeat searches
4. Message Highlighting & Navigation
Search results highlight matched text in yellow (amber in dark mode)
Smooth scroll animation to navigate to specific messages
Pulse animation draws attention to the target message
Highlights persist for 30 seconds before auto-clearing
Works across conversation switches
5. Multi-Select Mode
Select multiple conversations for bulk operations
Visual checkboxes appear when entering selection mode
Bulk actions available:
Pin/unpin selected conversations
Hide/unhide selected conversations
Delete selected conversations
Selection mode accessible from conversation dropdown menu
Auto-exit after 30 seconds of inactivity
6. Enhanced Conversation Details Modal
Displays pin icon if conversation is pinned
Displays eye-slash icon if conversation is hidden
Shows both icons at the top of the modal (next to title)
Status section shows visual badges for pinned/hidden state
Comprehensive metadata display
Technical Implementation
Frontend Changes
chat-conversations.js: Core conversation management, quick search, pin/hide functionality
chat-search-modal.js (NEW): Advanced search modal implementation
chat-sidebar-conversations.js: Sidebar search synchronization, hidden conversation handling
chat-messages.js: Message highlighting, smooth scroll, search highlight persistence
chat-conversation-details.js: Updated to show pin/hidden icons in modal
chats.css: Styles for search highlights and message pulse animations
HTML Templates: Added search modal, updated navigation icons
Backend Changes
route_backend_conversations.py:

/api/search_conversations - Full-text search with filters and pagination
/api/conversations/classifications - Get unique classification values
/api/user-settings/search-history - GET/POST/DELETE endpoints for search history
/api/conversations/{id}/pin - Toggle pin status
/api/conversations/{id}/hide - Toggle hide status
Bulk operations for pin/hide/delete
functions_settings.py: Search history management functions

* Message management (#553)

* added message masking

mask selected content of message or an entire message

* fixed citation border

* enabled streaming

* image gen with streaming

* added reasoning support

* added reasoning to agents

* agent support

* fixed key bug

* disable group create and fixed model fetch

* updated config

* fixed support for workspace search for streaming

* fix bug with sidebar update

* fixed gpt-5 vision processing bug

* metadata works with all messages now

* fixed debug_print bug

* added reasoning effort to agents and fixed agent validation

* fixed file metadata loading bug

* fixed llm streaming when working with group workspace data

* fixed cosmos container config error

* added delete message and fixed message threading

* retry bug fixes

* fixed message threading order

* moved message buttons to menu

* fixed bug for conversation history that included inactive threads

* added css styling for urls for dark mode

* fixed bug with newly created messages not showing metadata or deleting

* improved search times by 100x

* added token collect to messages supports models and agents

* added streaming for agents along with token collection

* added embedding token tracking

* added document creation/deletion and token tracking to activity log

* adding conversations to activity logs

* added activity log viewer with filters, search, and export

* added support for agents in edit and retry messages

* Configure Application from AZD Up command (#548)

* Add Cosmos DB post-configuration script and update requirements - Initial POC

* post deploy configure services in cosmosdb

* refactor to prevent post deploy configuration + begin support of key based auth.

* Add additional parameter validation for creating entra app

* Refactor Bicep modules for improved authentication and key management

- Added keyVault-Secrets.bicep module for storing secrets in Key Vault.
- Modified keyVault.bicep to remove enterprise app client secret handling and commented out managed identity role assignments.
- Removed openAI-existing.bicep and refactored openAI.bicep to handle model deployments dynamically.
- Added setPermissions.bicep for managing role assignments for various resources.
- Updated postconfig.py to reflect changes in environment variable handling for authentication type.

* Refactor Bicep modules to conditionally add settings based on authentication type and enable resource declarations for services

* initial support for VideoIndexer service

* Refactor Bicep modules to enhance VideoIndexer service integration and update diagnostic settings configurations

* move from using chainguard-dev builder image to python slim image.

* Updates to support post deployment app config

* Add post-deployment permissions script for CosmosDB and update authentication type handling

* fix typo in enhanced citation deployment config

* Refactor Dockerfile to use Python 3.13-slim and streamline build process

* restart web application after deployment settings applied

* remove setting for disableLocalAuth

* update to latest version of bicep deployment

* remove dead code

* code cleanup / formatting

* removed unnecessary content from readme.md

* fix token scope for commericial search service

* set permission correctly for lookup of openAI models

* fixes required to configure search with managed identity

* Adds Azure Billing Plugin in Community Customizations (#546)

* add crude keyvault base impl

* upd actions for MAG

* add settings to fix

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* fix method name

* add get agent helper

* add ui trigger word and get agent helper

* upd function imports

* upd agents call

* add desc of plugins

* fix for admin modal loading

* upd default agent handling

* rmv unneeded file

* rmv extra imp statements

* add new cosmos container script

* upd instructions for consistency of code

* adds safe calls for akv functions

* adds akv to personal agents

* fix for user agents boot issue

* fix global set

* upd azure function plugin to super init

* upd to clean imports

* add keyvault to global actions loading

* add plugin loading docs

* rmv secret leak via logging

* rmv displaying of token in logs

* fix not loading global actions for personal agents

* rmv unsupported characters from logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add default plugin print logging

* rmv default check for nonsql plugins

* upd requirements

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add imp to appins logging

* add security tab UI + key vault UI

* add keyvault settings

* fix for copilot findings.

* fix for resaving plugin without changing secret

* init azure billing plugin

* add app settings cache

* upd to azure billing plugin

* upd to msgraph plugin

* init community customizations

* add module

* add key vault config modal

* add logging and functions to math

* rmv extra telemetry, add appcache

* upd billing plugin

* add/upd key vault, admin settings, agents, max tokens

* Remove abp for pr

* disable static logging for development

* rmv dup import

* add note on pass

* added notes

* rmv dup decl

* add semicolon

* rmv unused variable add agent name to log

* add actions migration back in

* add notes and copilot fixes

* add abp back in

* upd abp/seperate graph from query

* rmv missed merge lines

* fix for AL

* upd for consistency testing

* upd abp to community

* fix copilot findings #1

* fix plotting conflict

* fix exception handling

* fix static max function invokes

* rmv unneeded decl

* rmv unneeded imports

* fix grouping dimensions

* fix abp copilot suggestions #2

* simplify methods for message reload

* upd dockerfile to google distroless

* add pipelines

* add modifications to container

* upd to build

* add missing arg

* add arg for major/minor/patch python version

* upd python paths and pip install

* add perms to /app for user

* chg back to root

* rmv python3

* rmv not built python

* add shared

* add path and home

* upd for stdlib paths

* fix user input filesystem path vulns

* fix to consecutive dots

* upd pipeline to include branch name in image

* add abp to deploy

* upd instructions name/rmv abp from deploy

* fix pipeline

* mov back to Comm Cust for main inclusion

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Security/container build (#549)

* upd dockerfile to google distroless

* add pipelines

* add modifications to container

* upd to build

* add missing arg

* add arg for major/minor/patch python version

* upd python paths and pip install

* add perms to /app for user

* chg back to root

* rmv python3

* rmv not built python

* add shared

* add path and home

* upd for stdlib paths

* fix user input filesystem path vulns

* fix to consecutive dots

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Feature/speech managed identity (#543)

* Bugfix - deleted duplicate enable_external_healthcheck entry

* Feature - updated Speech Service to use Managed Identity in addition to the key, added MAG functionality via Azure Speech SDK since the Fast Transcription API is not available in MAG, updated Admin Setup Walkthrough so it goes to the right place in the settings when Next is clicked, updated Speech requirements in Walkthrough, rewrote Admin Configuration docs, updated/corrected Managed Identity roles in Setup Instructions Special docs.

* Update application/single_app/templates/admin_settings.html

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update application/single_app/functions_settings.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update application/single_app/functions_documents.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update application/single_app/functions_documents.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Paul Lizer <paullizer@microsoft.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Banner text color picker from Vivien (#555)

* Classification text color picker

* Line endings

* Remove opencensus

* Add flask instrumentation

* Add troubleshooting doc

* Add troubleshooting doc

* Control center (#567)

* added group status (active, locked, upload disabled, and inactive)

Adds Azure Billing Plugin in Community Customizations

* added bulk member upload via csv for groups

* add document metadata modified activity log tracking

* activity logging for members deleted from groups

* added group activity timeline

* added notification system

* added notifications for document upload to workspaces

* fixed badge sizing

* fixed url link

* fixed badge to not show with zero notifications

* Updated notification system

* Updated approval system

* updated approval workflow

* updated notification workflow

* Fixed set active bug on my public workspace page

* Added user retention policy, updated user profile page with dashboards, retention config, and more.

* adding speed to text for chat UI

* updated the speech wave form and input field

* updated to transcribe entire recording

* fixed bug creating new conversation with auto-send

* add mic permissions

* added stream token tracking

* Added public workspace reporting

* Updated AI search sizing analysis

* added management for public workspaces

* improved public workspace management includes stats and bulk actions

* updated groups dashboard for owners and admins with stats and bulk actions

* added voice for ai to talk with users in chats

* Auto Voice Response

* for speech service, added 429 randomized response pattern to prevent thunder herding

* updated admin settings for speech services and fixed dark mode for raw log viewing

* updated video extraction card

* Added Control Center Admin and Dashboard Reader roles

* updated feedback and safety decorators so admins work unless required then those roles must be used

* Updated and Validated logic for admin roles; control center, safety, and feedback

* added support for control center admin and dashboard reader

* Development (#566)

* Banner text color picker from Vivien (#555)

* Classification text color picker

* Line endings

* Remove opencensus

* Add flask instrumentation

* Add troubleshooting doc

* Add troubleshooting doc

---------

Co-authored-by: Ed Clark <107473135+clarked-msft@users.noreply.github.com>
Co-authored-by: Ed Clark <clarked@microsoft.com>
Co-authored-by: Bionic711 <13358952+Bionic711@users.noreply.github.com>

* updated tool tip to better inform user on status of ai response

* improve query parameters detection for swagger

* updated visual cue showing the ai is talking to the user

* moved duplicates to shared js

* replaced alert with toast.

* fixed and added log_event to exceptions

* added @user_required and improved swagger generation

* Update route_frontend_profile.py

* fixed swagger generation bug on affecting two apis

* returned keyvault to admin settings ui

* Fixed bug when running local js

---------

Co-authored-by: Ed Clark <107473135+clarked-msft@users.noreply.github.com>
Co-authored-by: Ed Clark <clarked@microsoft.com>
Co-authored-by: Bionic711 <13358952+Bionic711@users.noreply.github.com>

* Adding release notes

* fixed debug_debug_print

* Updated README

* Update README.md

* accepted changes

* removed files

* GitHub Actions workflow that runs Python compilation checks on all Python files in the single_app

* Upated to v0.235.002

* removed debug test file

* Updated to v0.235.003

* Update python-syntax-check.yml

* fixed disable group creation bug

* fixed bug not showing raw activity log for groups

* fixed control center access to not require admin role when enabling controlcenteradmin role

* fix documentation

* Update release_notes.md

* Update README.md

* added click restrictions to top items in control center

* bug fix - fixed group member select after search, group member removal, group member role update, and approve/reject request

* Retention execution activity log (#600)

* retention execution logging bug fix

* debug timer reset with admin save bug fix

* Create test_debug_logging_timer_preservation.py

* fixed file processing logic prevent runtime execution

* fixed bug processing execution against personal documents

* removed test logging

* Retention Policy Document Deletion Fix

* Improve execution logic for rentention policy

Now uses retention_policy_next_run timestamp - Compares current time against the stored next scheduled time. If current time >= next scheduled time, it runs.

Reduced check interval from 1 hour to 5 minutes - More responsive scheduling, ensures it catches the scheduled time promptly.

Better fallback logic - If next_run can't be parsed, falls back to checking last_run (23-hour threshold).

Runs immediately if never run before - If there's no last_run or next_run, it will execute on the first check.

* Updated branch flow

* added log_event to exceptions

* enforce-branch-flow

* v0.235.025 (#609)

* creating workflows

* fraud analyssis

* support agents

* update

* fix

* updated demo

* Swagger lite (#469)

* Development (#467)

* upgrade to v0.229.060 (#459)

* Update release notes to show support for GPT-5

* Documented support for gpt-image-1

* Update config.py

* remove documentation folder

* Documentation and message table support (#444)

* Develop demo docs and import markdown table support

* fixed enhanced citations for groups and public workspaces

* Updated to support showing public workspaces in scope

* Update config.py

* fix docs

* Updated RELEASE_NOTES

* docs demos for public workspaces

* V0.229 bug fixes (v0.229.019) (#448)

* Development (#445)

* Update release notes to show support for GPT-5

* Documented support for gpt-image-1

* Update config.py

* remove documentation folder

* Documentation and message table support (#444)

* Develop demo docs and import markdown table support

* fixed enhanced citations for groups and public workspaces

* Updated to support showing public workspaces in scope

* Update config.py

* fix docs

* Updated RELEASE_NOTES

* video indexer config details, doc intel test button fix, move multimedia configs to search and extract

* improved header security

* updated versions

* moved

* Update EXTERNAL_HEALTH_CHECK_DUPLICATION_FIX.md

* added pdfs

* v0.229.019 bug fixes upgrade to v0.229.058 (#452)

* all urls in chat open in new tabs

* consolidated admin settings for improved navigation

* added left hand nav admin settings menus

* added left hand menu options for workspaces

* Added debug logging to video indexer processes

* readme and functional test

* Workspace Scope in Chat affects Prompts

* Create WORKSPACE_SCOPE_PROMPTS_FIX.md

* time based turn off for debug and file process logging

* improve saving in admin settings

* update to v0.229.058

* Update RELEASE_NOTES.md

* Update RELEASE_NOTES.md

* Popup modal for Health Check config

* Added Health Check config guide

* Chat page top nav bug (#458)

* initial fix

* fixed top nav chat up bug

* notes for v0.229.060

* file location fix

* Update config.py

* Update RELEASE_NOTES.md

* moved to correct location

* Fixed enhanced citations CSP bug

Simple Chat implemented improved security which negatively impacted enhanced citations.

* Updated release notes

* updated version and tests

* swagger support for all endpoints and added swagger search

* added wide screen support for chats when collapsing side bar

* v0.230.001 features

* adding support for xlsm, Macro Excel files.

* moved into features

* initial

* added readme

* removed html code

* Update config.py (#477)

Updated else if for AUTHORITY

* Initial Setup for Pages documentation (#479)

* setup folders and base files

* setting up files

* architecture diagrams

* updated to libdoc

* libdoc updates

* updating side bar

* removed loops

* editing side bar

* Created Simple Chat Jekyll theme

* Update config.py (#477) (#478)

Updated else if for AUTHORITY

Co-authored-by: Patrick C Davis <82388365+Patrick-Davis-MSFT@users.noreply.github.com>

* Updating architectures

* Update README.md

---------

Co-authored-by: Patrick C Davis <82388365+Patrick-Davis-MSFT@users.noreply.github.com>

* initial

* added to base

* adding real data endpoints

* Update route_backend_control_center.py

* added individual charts

* fix for bug 485

* added document metrics

* added links to control center

* debug

* added date

* fixed bugs due to branch descrepancies

* added Azure SQL Driver Docker File

* added documentation for docker_fileSession updates

* Redis Managed Identity Azure Government Support Changes

* Stop tracking ignored folders

* updated gitignore

* added sort by to table for user management

* storage account size processing

* Front end now shows storage account sizing

* export user management list to csv

* adding group management

* fixing swagger generation

* fix

* Added inline dynamic property generation

* added YAML support

* Improved muiltform vs app/json detection

* added Control Center Admin role

ControlCenterAdmin

* ai search sizing is working for groups

* group refresh fixed

* added group data fix

* group table refresh

* updated export to include group docs

* adding public workspace management

* removed sample data and consolidated row generators

* Changed both caching helper functions to use the existing update_document() function from functions_documents.py instead of direct upsert.

* removed workflow, will work on that in different branch

* Document Set Fingerprinting, Scope-Aware Cache Key Generation, Event-Based Invalidation

I've successfully implemented Document Set Fingerprint + Event-Based Cache Invalidation with deterministic sorting and Score Normalization.

* added debug logging

* setup cache feature and ttl time to admin app settings

* removed cosmos level ttl

* Keyvault for secrets (#492)

* add crude keyvault base impl

* upd actions for MAG

* add settings to fix

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* fix method name

* add get agent helper

* add ui trigger word and get agent helper

* upd function imports

* upd agents call

* add desc of plugins

* fix for admin modal loading

* upd default agent handling

* rmv unneeded file

* rmv extra imp statements

* add new cosmos container script

* upd instructions for consistency of code

* adds safe calls for akv functions

* adds akv to personal agents

* fix for user agents boot issue

* fix global set

* upd azure function plugin to super init

* upd to clean imports

* add keyvault to global actions loading

* add plugin loading docs

* rmv secret leak via logging

* rmv displaying of token in logs

* fix not loading global actions for personal agents

* rmv unsupported characters from logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add default plugin print logging

* rmv default check for nonsql plugins

* upd requirements

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add imp to appins logging

* add security tab UI + key vault UI

* add keyvault settings

* fix for copilot findings.

* fix for resaving plugin without changing secret

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Feature/remove abp for pr (#510)

* add crude keyvault base impl

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* add ui trigger word and get agent helper

* adds safe calls for akv functions

* add keyvault to global actions loading

* rmv secret leak via logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add security tab UI + key vault UI

* fix for resaving plugin without changing secret

* init azure billing plugin

* add app settings cache

* upd to azure billing plugin

* upd to msgraph plugin

* init community customizations

* add module

* add key vault config modal

* add logging and functions to math

* rmv extra telemetry, add appcache

* upd billing plugin

* add/upd key vault, admin settings, agents, max tokens

* Remove abp for pr

* disable static logging for development

* rmv dup import

* add note on pass

* added notes

* rmv dup decl

* add semicolon

* rmv unused variable add agent name to log

* add actions migration back in

* add notes and copilot fixes

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Feature/group agents actions (#521)

* add crude keyvault base impl

* upd actions for MAG

* add settings to fix

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* fix method name

* add get agent helper

* add ui trigger word and get agent helper

* upd function imports

* upd agents call

* add desc of plugins

* fix for admin modal loading

* upd default agent handling

* rmv unneeded file

* rmv extra imp statements

* add new cosmos container script

* upd instructions for consistency of code

* adds safe calls for akv functions

* adds akv to personal agents

* fix for user agents boot issue

* fix global set

* upd azure function plugin to super init

* upd to clean imports

* add keyvault to global actions loading

* add plugin loading docs

* rmv secret leak via logging

* rmv displaying of token in logs

* fix not loading global actions for personal agents

* rmv unsupported characters from logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add default plugin print logging

* rmv default check for nonsql plugins

* upd requirements

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add imp to appins logging

* add security tab UI + key vault UI

* add keyvault settings

* fix for copilot findings.

* fix for resaving plugin without changing secret

* init azure billing plugin

* add app settings cache

* upd to azure billing plugin

* upd to msgraph plugin

* init community customizations

* add module

* add key vault config modal

* add logging and functions to math

* rmv extra telemetry, add appcache

* upd billing plugin

* add/upd key vault, admin settings, agents, max tokens

* Remove abp for pr

* disable static logging for development

* rmv dup import

* add note on pass

* added notes

* rmv dup decl

* add semicolon

* rmv unused variable add agent name to log

* add actions migration back in

* add notes and copilot fixes

* add group agents/actions

* add branch for testing/rmv old branch

* bug fixes, group agent modifications, rmv client validation

* rmv ajv

* upd from copilot

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Add cosmos activity logs container configuration

* incorporate branch updates Add 372 fix 489

* Support deployment via AZD UP (#530)

* Update devcontainer configuration for support of AZD

* Move to module based bicep files

* Add Azure deployment configuration and update Bicep modules for service outputs

* Enhance Azure deployment process by adding predeploy hooks for Docker image management and updating Bicep modules to include managed identity client ID and container registry outputs.

* Add deployment script for creating and storing Azure AD client secret in Key Vault

* Update Azure Dev CLI feature version to latest in devcontainer configuration

* Remove deprecated Bicep files and parameter configurations for cleaner deployment structure

* Refactor Bicep modules for improved diagnostics and role assignments

- Updated appService.bicep to conditionally import diagnostic settings based on enableDiagLogging parameter.
- Changed Azure Cosmos DB authentication type to managed identity and removed key-based authentication settings.
- Enhanced appServiceAuthentication.bicep by removing unnecessary parameters and configuring Key Vault reference for client secret.
- Modified appServicePlan.bicep to conditionally import diagnostic settings.
- Refactored azureContainerRegistry-existing.bicep to deploy role assignment to the ACR's resource group.
- Updated azureContainerRegistry.bicep to conditionally import diagnostic settings.
- Enhanced contentSafety.bicep with conditional diagnostic settings import.
- Updated cosmosDb.bicep to include a new database and container, and added role assignments for managed identity.
- Refactored documentIntelligence.bicep to conditionally import diagnostic settings.
- Enhanced enterpriseApplication.bicep by adding additional required resource access scopes.
- Updated keyVault.bicep to conditionally import diagnostic settings and adjusted enterprise app parameters.
- Refactored openAI.bicep to conditionally import diagnostic settings.
- Enhanced redisCache.bicep with conditional diagnostic settings import.
- Updated search.bicep to conditionally import diagnostic settings.
- Refactored speechService.bicep to conditionally import diagnostic settings.
- Enhanced storageAccount.bicep with conditional diagnostic settings import.
- Added main.parameters.json for parameter management.
- Introduced azureContainerRegistry-roleAssignment.bicep for managing ACR role assignments.

* Add custom subdomain names for document intelligence, OpenAI, and speech services

* Fix casing for hostingMode property in search service configuration

* Enhance storage account configuration by enabling hierarchical namespace and setting public access to 'None' for document containers

* Add enterprise app permissions module for resource access management

* Fixed ExternalApi configuration to valid guid and set value to a unique name

* Add Init Script to Configure Entra Application

* Fix spelling error

* fix failure in hostingMode value

* configure managed identity for contentSafety

* update readme to support new AZD deployment solution

* Video Indexer, Multi-Modal Enhancements, Scope Bug

## PR Summary: Video Indexer Multi-Modal Enhancements

### Overview
This PR introduces significant enhancements to video processing and image analysis capabilities, focusing on multi-modal AI features and improved metadata handling. **Version updated from 0.233.167 to 0.233.172**.

### 🎯 Key Features

#### 1. **Multi-Modal Vision Analysis for Images**
- Added AI-powered vision analysis for uploaded images using GPT-4 Vision or similar models
- Extracts comprehensive image insights including:
  - AI-generated descriptions
  - Object detection
  - Text extraction from images (OCR)
  - Detailed visual analysis
- New admin setting: `enable_multimodal_vision` to control feature availability
- Vision analysis results stored in document metadata and included in AI Search indexing
- Connection testing endpoint added for vision model validation

#### 2. **Enhanced Document Metadata Citations**
- Implemented metadata-based citations that surface document keywords, abstracts, and vision analysis
- New citation types displayed with distinct visual indicators:
  - **Keywords**: Tagged with `bi-tags` icon, labeled as "Metadata"
  - **Abstract**: Document summaries included as contextual citations
  - **Vision Analysis**: AI-generated image insights labeled as "AI Vision"
- Metadata content passed to AI models as additional context for more informed responses
- Special modal view for metadata citations (separate from standard document citations)

#### 3. **Image Message UI Improvements**
- Enhanced display for user-uploaded images vs AI-generated images
- Added "View Text" button for uploaded images with extracted content or vision analysis
- Collapsible info sections showing:
  - Extracted OCR text from Document Intelligence
  - AI Vision Analysis results
- Proper avatar distinction between uploaded and generated images
- Improved metadata tracking with `is_user_upload` flag

#### 4. **Video Indexer Configuration Updates**
- **BREAKING CHANGE**: Removed API key authentication support
- Now exclusively uses **Managed Identity authentication** for Video Indexer
- Updated admin UI documentation to guide managed identity setup:
  - Enable system-assigned managed identity on App Service
  - Assign "Video Indexer Restricted Viewer" role
  - Configure required ARM settings (subscription ID, resource group, account name)
- Improved validation for required Video Indexer settings
- Enhanced error messaging for missing configuration

#### 5. **Search Scope Improvements**
- Fixed search behavior when `document_scope='all'` to properly include group documents
- Added `active_group_id` to search context when document scope is 'all' and groups are enabled
- Conditional group index searching - only queries group index when `active_group_id` is present
- Prevents unnecessary searches and potential errors when groups aren't in use

#### 6. **Image Context in Conversation History**
- Enhanced conversation history to include rich image context for AI models
- Extracts and includes:
  - OCR text from Document Intelligence (up to max content length)
  - AI Vision analysis (description, objects, text)
  - Structured prompt formatting for multimodal understanding
- **Important**: Base64 image data excluded from conversation history to prevent token overflow
- Only metadata and extracted insights passed to models for efficient token usage

### 🔧 Technical Improvements

#### Backend Changes
- **route_backend_chats.py**: 
  - Added metadata citation extraction logic (~150 lines)
  - Enhanced conversation history building for image uploads
  - Improved search argument handling for group contexts
  
- **functions_documents.py**:
  - New `analyze_image_with_vision_model()` function for AI vision analysis
  - Enhanced `get_document_metadata_for_citations()` integration
  - Vision analysis now runs BEFORE chunk saving to include insights in AI Search indexing
  - Removed redundant blob storage for vision JSON (stored in document metadata)
  
- **route_backend_settings.py**:
  - New `_test_multimodal_vision_connection()` endpoint for testing vision models
  - Supports both APIM and direct Azure OpenAI endpoints
  - Test uses 1x1 pixel sample image for validation

- **functions_search.py**:
  - Added conditional logic for group search execution
  - Prevents empty `active_group_id` from causing search errors

#### Frontend Changes
- **chat-messages.js** (~275 lines changed):
  - Enhanced `appendMessage()` to handle uploaded image metadata
  - New `toggleImageInfo()` functionality for expandable image details
  - Improved citation rendering with metadata type indicators
  - Debug logging for image message processing
  
- **chat-citations.js** (~70 lines added):
  - New `showMetadataModal()` function for displaying keywords/abstracts/vision analysis
  - Enhanced citation click handling to detect metadata citations
  - Separate modal styling and behavior for metadata vs document citations

- **admin_settings.html**:
  - Complete redesign of Video Indexer configuration section
  - Removed all API key references
  - Added managed identity setup instructions with step-by-step guidance
  - Updated configuration display to show resource group and subscription ID

- **_video_indexer_info.html**:
  - Updated modal content to clarify managed identity requirement
  - Added warning banner about authentication type
  - Enhanced configuration display with ARM resource details

### 📊 Files Changed
- **16 files** modified
- **+1,063 insertions**, **-412 deletions**
- Net change: **+651 lines**

### 🧪 Testing Considerations
- Test multi-modal vision analysis with various image types
- Validate metadata citations appear correctly in chat responses
- Verify Video Indexer works with managed identity authentication
- Test search scope behavior with and without groups enabled
- Validate image upload UI shows extracted text and vision analysis
- Confirm conversation history properly handles image context without token overflow

### 🔐 Security & Performance
- Managed identity authentication improves security posture (no…
* Add custom subdomain support for OpenAI and Speech Service in Terraform

- Added custom_subdomain_name to OpenAI resource for managed identity authentication
- Created Speech Service resource with custom subdomain configuration
- Added RBAC role assignments for Speech Service (Managed Identity and App Service MI)
- Includes Cognitive Services Speech User and Speech Contributor roles
- Documentation: Azure Speech managed identity setup guide

* feat: Add ServiceNow integration documentation and bug fixes

- Add comprehensive ServiceNow integration guide with OAuth 2.0 setup
- Include OpenAPI specifications for Incident Management and Knowledge Base APIs
- Add agent instructions for ServiceNow support agent
- Fix GROUP_ACTION_OAUTH_SCHEMA_MERGING: Ensure additionalFields preserved during schema merge
- Fix GROUP_AGENT_LOADING: Improve group agent loading reliability
- Fix OPENAPI_BASIC_AUTH: Support basic authentication in OpenAPI actions
- Fix AZURE_AI_SEARCH_TEST_CONNECTION: Improve AI Search connection testing
- Update version to 0.236.012

* Removed the readme files for bug fix details

* Updated servicenow integration readme

* chore: Revert custom logo changes to upstream version

* chore: Revert terraform main.tf to upstream version

* Removed the two openai sample spec downloaed from servicennow site

* Update docs/how-to/agents/ServiceNow/servicenow_agent_instructions.txt

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/agents/ServiceNow/open_api_specs/sample_servicenow_incident_api.yaml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/azure_speech_managed_identity_manul_setup.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update application/single_app/semantic_kernel_plugins/openapi_plugin_factory.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Checked in the bug fix detail readme to docs/explanation/fixes/v0.236.012

* Added version number to the feature readme files

* Added version number to document, and removed redudant import statement

* refactor: use _ for intentionally unused variable in AI Search test

- Changed 'indexes = list(...)' to '_ = list(...)'
- Follows Python convention for discarded return values
- AI Search connection test only needs to verify the API call succeeds

* Removed azure_speech_managed_indeity_manual readme file since it is unrelated to this servicenow integration

* update version numbers to 0.236.012 in bug fix documentation

- OPENAPI_BASIC_AUTH_FIX.md: 0.235.026 → 0.236.012
- GROUP_ACTION_OAUTH_SCHEMA_MERGING_FIX.md: 0.235.028 → 0.236.012
- GROUP_AGENT_LOADING_FIX.md: 0.235.027 → 0.236.012
- AZURE_AI_SEARCH_TEST_CONNECTION_FIX.md: 0.235.004 → 0.236.012"

* Update application/single_app/semantic_kernel_loader.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/agents/ServiceNow/open_api_specs/sample_now_knowledge_latest_spec.yaml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/explanation/fixes/v0.236.012/AZURE_AI_SEARCH_TEST_CONNECTION_FIX.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/agents/ServiceNow/open_api_specs/sample_now_knowledge_latest_spec_basicauth.yaml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/agents/ServiceNow/open_api_specs/sample_servicenow_incident_api_basicauth.yaml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/explanation/fixes/v0.236.012/GROUP_AGENT_LOADING_FIX.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Remvoed debug statements that might include senstive info

* Rollback Azure AI Search test connection fix for separate PR

Reverted route_backend_settings.py to origin/development version and removed
AZURE_AI_SEARCH_TEST_CONNECTION_FIX.md documentation. These changes will be
submitted in a dedicated PR to keep the ServiceNow integration PR focused.

* Update application/single_app/semantic_kernel_plugins/openapi_plugin_factory.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/explanation/fixes/v0.236.012/GROUP_AGENT_LOADING_FIX.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/explanation/fixes/v0.236.012/GROUP_ACTION_OAUTH_SCHEMA_MERGING_FIX.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update docs/how-to/agents/ServiceNow/SERVICENOW_OAUTH_SETUP.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Fix Azure AI Search test connection with managed identity

Replaced REST API approach with SearchIndexClient SDK to properly handle managed identity authentication in Azure public cloud. The SDK automatically handles token acquisition and endpoint construction, eliminating the 'search_resource_manager is not defined' error that occurred with the REST API approach.

* Fix Azure AI Search test connection with managed identity

Replaced REST API approach with SearchIndexClient SDK to properly handle managed identity authentication in Azure public cloud. The SDK automatically handles token acquisition and endpoint construction, eliminating the 'search_resource_manager is not defined' error that occurred with the REST API approach.

* Corrected file folder name

* Corrected the version number to reference 0.236.012

* Removed unneeded folder and document

* Revert terraform main.tf to upstream/Development version

* updated the logging logic when running retention delete with archiving enabled (#642)

* Corrected version to 0.236.011 (#645)

* v0.237.001 (#649)

* Use Microsoft python base image

* Add python ENV vars

* Add python ENV vars

* Install deps to systme

* Add temp dir to image and pip conf support

* Add custom-ca-certificates dir

* Logo bug fix (#654)

* release note updating for github coplilot

* fixed logo bug issue

* added 2,3,4,5,6,14 days to rentention policy

* added retention policy time updates

* Rentention policy (#657)

* Critical Retention Policy Deletion Fix

* Create RETENTION_POLICY_NULL_LAST_ACTIVITY_FIX.md

* Added ServiceNow support for create and publish article.  Including readme for configuration for 2 agents.

* Replace actual servicenow instance name with generic name in the readme file

* Changed version number in ServiceNow readme files to 0.237.005 since this pull request has latest changes from v0.237.004 Development branch

* Enhance ServiceNow agent for managing new KB article creation

* Added readme and open ai specs and agent instructions to support ServiceNow asset management

* Remove any references to actual ServiceNow instances

* fixed retention policy runtime bug and sidebar bug (#672)

* Fix: Windows Unicode encoding issue for video uploads (#662)

- Added explicit UTF-8 encoding when reading file content on Windows
- Prevents UnicodeDecodeError when processing non-ASCII filenames
- Ensures consistent file handling across different operating systems

Co-authored-by: Chen, Vivien <Vivien.Chen+ecolab@ecolab.com>

* Update docs/how-to/azure_speech_managed_identity_manul_setup.md (#675)

Co-authored-by: vivche <vivche@microsoft.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Add custom subdomain support for OpenAI and Speech Service in Terraform (#558)

* Add custom subdomain support for OpenAI and Speech Service in Terraform

- Added custom_subdomain_name to OpenAI resource for managed identity authentication
- Created Speech Service resource with custom subdomain configuration
- Added RBAC role assignments for Speech Service (Managed Identity and App Service MI)
- Includes Cognitive Services Speech User and Speech Contributor roles
- Documentation: Azure Speech managed identity setup guide

* Update docs/how-to/azure_speech_managed_identity_manul_setup.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Chen, Vivien <Vivien.Chen+ecolab@ecolab.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* 0.237.006 (#676)

* Update chat-sidebar-conversations.js

* 0.237.006

* docs: Update release notes for ServiceNow integration and bug fixes

- Add comprehensive ServiceNow integration documentation entry
- Document 4 critical bug fixes:
  - OpenAPI Basic Authentication credential parsing fix
  - Group Action OAuth schema merging fix
  - Group Agent loading in per-user kernel mode fix
  - Azure AI Search test connection fix
- Move debug_print import to top-level in openapi_plugin_factory.py

Version: 0.237.005

* Update release_notes.md

* resolve conflict

* fixed sidebar race condition (#679)

* fix the version number in config.py

* Security: Restrict group agent loading to active group only

WHAT:
- Changed group agent loading from ALL user groups to ACTIVE group only
- Added security validation to prevent cross-group agent access
- Updated import from get_user_groups to require_active_group

WHY:
- Prevents users from accessing group agents outside their active group
- Fixes a security gap where selecting a group agent bypassed the active-group check
- Aligns behavior with the intended single-active-group security model

FILES:
- semantic_kernel_loader.py (approx. lines 11801280)
- GROUP_AGENT_LOADING_FIX.md

VERSION:
- 0.237.008

* Fixed an instruction error that caused semantic kernel to fall back to default agent

* Fixed! The issue was caused by duplicated code blocks (#683)

* Manage group frontend bug (#684)

* Fixed! The issue was caused by duplicated code blocks

* updated release notes

* initial feature add

* added tag endpoint

* return unused tags too

* Bicepfix (#690)

* v0.237.006 (#678)

* creating workflows

* fraud analyssis

* support agents

* update

* fix

* updated demo

* Swagger lite (#469)

* Development (#467)

* upgrade to v0.229.060 (#459)

* Update release notes to show support for GPT-5

* Documented support for gpt-image-1

* Update config.py

* remove documentation folder

* Documentation and message table support (#444)

* Develop demo docs and import markdown table support

* fixed enhanced citations for groups and public workspaces

* Updated to support showing public workspaces in scope

* Update config.py

* fix docs

* Updated RELEASE_NOTES

* docs demos for public workspaces

* V0.229 bug fixes (v0.229.019) (#448)

* Development (#445)

* Update release notes to show support for GPT-5

* Documented support for gpt-image-1

* Update config.py

* remove documentation folder

* Documentation and message table support (#444)

* Develop demo docs and import markdown table support

* fixed enhanced citations for groups and public workspaces

* Updated to support showing public workspaces in scope

* Update config.py

* fix docs

* Updated RELEASE_NOTES

* video indexer config details, doc intel test button fix, move multimedia configs to search and extract

* improved header security

* updated versions

* moved

* Update EXTERNAL_HEALTH_CHECK_DUPLICATION_FIX.md

* added pdfs

* v0.229.019 bug fixes upgrade to v0.229.058 (#452)

* all urls in chat open in new tabs

* consolidated admin settings for improved navigation

* added left hand nav admin settings menus

* added left hand menu options for workspaces

* Added debug logging to video indexer processes

* readme and functional test

* Workspace Scope in Chat affects Prompts

* Create WORKSPACE_SCOPE_PROMPTS_FIX.md

* time based turn off for debug and file process logging

* improve saving in admin settings

* update to v0.229.058

* Update RELEASE_NOTES.md

* Update RELEASE_NOTES.md

* Popup modal for Health Check config

* Added Health Check config guide

* Chat page top nav bug (#458)

* initial fix

* fixed top nav chat up bug

* notes for v0.229.060

* file location fix

* Update config.py

* Update RELEASE_NOTES.md

* moved to correct location

* Fixed enhanced citations CSP bug

Simple Chat implemented improved security which negatively impacted enhanced citations.

* Updated release notes

* updated version and tests

* swagger support for all endpoints and added swagger search

* added wide screen support for chats when collapsing side bar

* v0.230.001 features

* adding support for xlsm, Macro Excel files.

* moved into features

* initial

* added readme

* removed html code

* Update config.py (#477)

Updated else if for AUTHORITY

* Initial Setup for Pages documentation (#479)

* setup folders and base files

* setting up files

* architecture diagrams

* updated to libdoc

* libdoc updates

* updating side bar

* removed loops

* editing side bar

* Created Simple Chat Jekyll theme

* Update config.py (#477) (#478)

Updated else if for AUTHORITY

Co-authored-by: Patrick C Davis <82388365+Patrick-Davis-MSFT@users.noreply.github.com>

* Updating architectures

* Update README.md

---------

Co-authored-by: Patrick C Davis <82388365+Patrick-Davis-MSFT@users.noreply.github.com>

* initial

* added to base

* adding real data endpoints

* Update route_backend_control_center.py

* added individual charts

* fix for bug 485

* added document metrics

* added links to control center

* debug

* added date

* fixed bugs due to branch descrepancies

* added Azure SQL Driver Docker File

* added documentation for docker_fileSession updates

* Redis Managed Identity Azure Government Support Changes

* Stop tracking ignored folders

* updated gitignore

* added sort by to table for user management

* storage account size processing

* Front end now shows storage account sizing

* export user management list to csv

* adding group management

* fixing swagger generation

* fix

* Added inline dynamic property generation

* added YAML support

* Improved muiltform vs app/json detection

* added Control Center Admin role

ControlCenterAdmin

* ai search sizing is working for groups

* group refresh fixed

* added group data fix

* group table refresh

* updated export to include group docs

* adding public workspace management

* removed sample data and consolidated row generators

* Changed both caching helper functions to use the existing update_document() function from functions_documents.py instead of direct upsert.

* removed workflow, will work on that in different branch

* Document Set Fingerprinting, Scope-Aware Cache Key Generation, Event-Based Invalidation

I've successfully implemented Document Set Fingerprint + Event-Based Cache Invalidation with deterministic sorting and Score Normalization.

* added debug logging

* setup cache feature and ttl time to admin app settings

* removed cosmos level ttl

* Keyvault for secrets (#492)

* add crude keyvault base impl

* upd actions for MAG

* add settings to fix

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* fix method name

* add get agent helper

* add ui trigger word and get agent helper

* upd function imports

* upd agents call

* add desc of plugins

* fix for admin modal loading

* upd default agent handling

* rmv unneeded file

* rmv extra imp statements

* add new cosmos container script

* upd instructions for consistency of code

* adds safe calls for akv functions

* adds akv to personal agents

* fix for user agents boot issue

* fix global set

* upd azure function plugin to super init

* upd to clean imports

* add keyvault to global actions loading

* add plugin loading docs

* rmv secret leak via logging

* rmv displaying of token in logs

* fix not loading global actions for personal agents

* rmv unsupported characters from logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add default plugin print logging

* rmv default check for nonsql plugins

* upd requirements

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add imp to appins logging

* add security tab UI + key vault UI

* add keyvault settings

* fix for copilot findings.

* fix for resaving plugin without changing secret

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Feature/remove abp for pr (#510)

* add crude keyvault base impl

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* add ui trigger word and get agent helper

* adds safe calls for akv functions

* add keyvault to global actions loading

* rmv secret leak via logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add security tab UI + key vault UI

* fix for resaving plugin without changing secret

* init azure billing plugin

* add app settings cache

* upd to azure billing plugin

* upd to msgraph plugin

* init community customizations

* add module

* add key vault config modal

* add logging and functions to math

* rmv extra telemetry, add appcache

* upd billing plugin

* add/upd key vault, admin settings, agents, max tokens

* Remove abp for pr

* disable static logging for development

* rmv dup import

* add note on pass

* added notes

* rmv dup decl

* add semicolon

* rmv unused variable add agent name to log

* add actions migration back in

* add notes and copilot fixes

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Feature/group agents actions (#521)

* add crude keyvault base impl

* upd actions for MAG

* add settings to fix

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* fix method name

* add get agent helper

* add ui trigger word and get agent helper

* upd function imports

* upd agents call

* add desc of plugins

* fix for admin modal loading

* upd default agent handling

* rmv unneeded file

* rmv extra imp statements

* add new cosmos container script

* upd instructions for consistency of code

* adds safe calls for akv functions

* adds akv to personal agents

* fix for user agents boot issue

* fix global set

* upd azure function plugin to super init

* upd to clean imports

* add keyvault to global actions loading

* add plugin loading docs

* rmv secret leak via logging

* rmv displaying of token in logs

* fix not loading global actions for personal agents

* rmv unsupported characters from logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add default plugin print logging

* rmv default check for nonsql plugins

* upd requirements

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add imp to appins logging

* add security tab UI + key vault UI

* add keyvault settings

* fix for copilot findings.

* fix for resaving plugin without changing secret

* init azure billing plugin

* add app settings cache

* upd to azure billing plugin

* upd to msgraph plugin

* init community customizations

* add module

* add key vault config modal

* add logging and functions to math

* rmv extra telemetry, add appcache

* upd billing plugin

* add/upd key vault, admin settings, agents, max tokens

* Remove abp for pr

* disable static logging for development

* rmv dup import

* add note on pass

* added notes

* rmv dup decl

* add semicolon

* rmv unused variable add agent name to log

* add actions migration back in

* add notes and copilot fixes

* add group agents/actions

* add branch for testing/rmv old branch

* bug fixes, group agent modifications, rmv client validation

* rmv ajv

* upd from copilot

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Add cosmos activity logs container configuration

* incorporate branch updates Add 372 fix 489

* Support deployment via AZD UP (#530)

* Update devcontainer configuration for support of AZD

* Move to module based bicep files

* Add Azure deployment configuration and update Bicep modules for service outputs

* Enhance Azure deployment process by adding predeploy hooks for Docker image management and updating Bicep modules to include managed identity client ID and container registry outputs.

* Add deployment script for creating and storing Azure AD client secret in Key Vault

* Update Azure Dev CLI feature version to latest in devcontainer configuration

* Remove deprecated Bicep files and parameter configurations for cleaner deployment structure

* Refactor Bicep modules for improved diagnostics and role assignments

- Updated appService.bicep to conditionally import diagnostic settings based on enableDiagLogging parameter.
- Changed Azure Cosmos DB authentication type to managed identity and removed key-based authentication settings.
- Enhanced appServiceAuthentication.bicep by removing unnecessary parameters and configuring Key Vault reference for client secret.
- Modified appServicePlan.bicep to conditionally import diagnostic settings.
- Refactored azureContainerRegistry-existing.bicep to deploy role assignment to the ACR's resource group.
- Updated azureContainerRegistry.bicep to conditionally import diagnostic settings.
- Enhanced contentSafety.bicep with conditional diagnostic settings import.
- Updated cosmosDb.bicep to include a new database and container, and added role assignments for managed identity.
- Refactored documentIntelligence.bicep to conditionally import diagnostic settings.
- Enhanced enterpriseApplication.bicep by adding additional required resource access scopes.
- Updated keyVault.bicep to conditionally import diagnostic settings and adjusted enterprise app parameters.
- Refactored openAI.bicep to conditionally import diagnostic settings.
- Enhanced redisCache.bicep with conditional diagnostic settings import.
- Updated search.bicep to conditionally import diagnostic settings.
- Refactored speechService.bicep to conditionally import diagnostic settings.
- Enhanced storageAccount.bicep with conditional diagnostic settings import.
- Added main.parameters.json for parameter management.
- Introduced azureContainerRegistry-roleAssignment.bicep for managing ACR role assignments.

* Add custom subdomain names for document intelligence, OpenAI, and speech services

* Fix casing for hostingMode property in search service configuration

* Enhance storage account configuration by enabling hierarchical namespace and setting public access to 'None' for document containers

* Add enterprise app permissions module for resource access management

* Fixed ExternalApi configuration to valid guid and set value to a unique name

* Add Init Script to Configure Entra Application

* Fix spelling error

* fix failure in hostingMode value

* configure managed identity for contentSafety

* update readme to support new AZD deployment solution

* Video Indexer, Multi-Modal Enhancements, Scope Bug

## PR Summary: Video Indexer Multi-Modal Enhancements

### Overview
This PR introduces significant enhancements to video processing and image analysis capabilities, focusing on multi-modal AI features and improved metadata handling. **Version updated from 0.233.167 to 0.233.172**.

### 🎯 Key Features

#### 1. **Multi-Modal Vision Analysis for Images**
- Added AI-powered vision analysis for uploaded images using GPT-4 Vision or similar models
- Extracts comprehensive image insights including:
  - AI-generated descriptions
  - Object detection
  - Text extraction from images (OCR)
  - Detailed visual analysis
- New admin setting: `enable_multimodal_vision` to control feature availability
- Vision analysis results stored in document metadata and included in AI Search indexing
- Connection testing endpoint added for vision model validation

#### 2. **Enhanced Document Metadata Citations**
- Implemented metadata-based citations that surface document keywords, abstracts, and vision analysis
- New citation types displayed with distinct visual indicators:
  - **Keywords**: Tagged with `bi-tags` icon, labeled as "Metadata"
  - **Abstract**: Document summaries included as contextual citations
  - **Vision Analysis**: AI-generated image insights labeled as "AI Vision"
- Metadata content passed to AI models as additional context for more informed responses
- Special modal view for metadata citations (separate from standard document citations)

#### 3. **Image Message UI Improvements**
- Enhanced display for user-uploaded images vs AI-generated images
- Added "View Text" button for uploaded images with extracted content or vision analysis
- Collapsible info sections showing:
  - Extracted OCR text from Document Intelligence
  - AI Vision Analysis results
- Proper avatar distinction between uploaded and generated images
- Improved metadata tracking with `is_user_upload` flag

#### 4. **Video Indexer Configuration Updates**
- **BREAKING CHANGE**: Removed API key authentication support
- Now exclusively uses **Managed Identity authentication** for Video Indexer
- Updated admin UI documentation to guide managed identity setup:
  - Enable system-assigned managed identity on App Service
  - Assign "Video Indexer Restricted Viewer" role
  - Configure required ARM settings (subscription ID, resource group, account name)
- Improved validation for required Video Indexer settings
- Enhanced error messaging for missing configuration

#### 5. **Search Scope Improvements**
- Fixed search behavior when `document_scope='all'` to properly include group documents
- Added `active_group_id` to search context when document scope is 'all' and groups are enabled
- Conditional group index searching - only queries group index when `active_group_id` is present
- Prevents unnecessary searches and potential errors when groups aren't in use

#### 6. **Image Context in Conversation History**
- Enhanced conversation history to include rich image context for AI models
- Extracts and includes:
  - OCR text from Document Intelligence (up to max content length)
  - AI Vision analysis (description, objects, text)
  - Structured prompt formatting for multimodal understanding
- **Important**: Base64 image data excluded from conversation history to prevent token overflow
- Only metadata and extracted insights passed to models for efficient token usage

### 🔧 Technical Improvements

#### Backend Changes
- **route_backend_chats.py**: 
  - Added metadata citation extraction logic (~150 lines)
  - Enhanced conversation history building for image uploads
  - Improved search argument handling for group contexts
  
- **functions_documents.py**:
  - New `analyze_image_with_vision_model()` function for AI vision analysis
  - Enhanced `get_document_metadata_for_citations()` integration
  - Vision analysis now runs BEFORE chunk saving to include insights in AI Search indexing
  - Removed redundant blob storage for vision JSON (stored in document metadata)
  
- **route_backend_settings.py**:
  - New `_test_multimodal_vision_connection()` endpoint for testing vision models
  - Supports both APIM and direct Azure OpenAI endpoints
  - Test uses 1x1 pixel sample image for validation

- **functions_search.py**:
  - Added conditional logic for group search execution
  - Prevents empty `active_group_id` from causing search errors

#### Frontend Changes
- **chat-messages.js** (~275 lines changed):
  - Enhanced `appendMessage()` to handle uploaded image metadata
  - New `toggleImageInfo()` functionality for expandable image details
  - Improved citation rendering with metadata type indicators
  - Debug logging for image message processing
  
- **chat-citations.js** (~70 lines added):
  - New `showMetadataModal()` function for displaying keywords/abstracts/vision analysis
  - Enhanced citation click handling to detect metadata citations
  - Separate modal styling and behavior for metadata vs document citations

- **admin_settings.html**:
  - Complete redesign of Video Indexer configuration section
  - Removed all API key references
  - Added managed identity setup instructions with step-by-step guidance
  - Updated configuration display to show resource group and subscription ID

- **_video_indexer_info.html**:
  - Updated modal content to clarify managed identity requirement
  - Added warning banner about authentication type
  - Enhanced configuration display with ARM resource details

### 📊 Files Changed
- **16 files** modified
- **+1,063 insertions**, **-412 deletions**
- Net change: **+651 lines**

### 🧪 Testing Considerations
- Test multi-modal vision analysis with various image types
- Validate metadata citations appear correctly in chat responses
- Verify Video Indexer works with managed identity authentication
- Test search scope behavior with and without groups enabled
- Validate image upload UI shows extracted text and vision analysis
- Confirm conversation history properly handles image context without token overflow

### 🔐 Security & Performance
- Managed identity authentication improves security posture (no stored API keys)
- Image base64 data excluded from conversation history prevents token exhaustion
- Metadata citations add minimal overhead while providing rich context
- Vision analysis runs efficiently during document processing pipeline

### 📝 Configuration Required
Admins must configure:
1. Enable `enable_multimodal_vision` in admin settings
2. Select vision-capable model (e.g., `gpt-4o`, `gpt-4-vision-preview`)
3. For Video Indexer: Configure managed identity and ARM resource details
4. Enable `enable_extract_meta_data` to surface metadata citations

---

This PR significantly enhances the application's multi-modal capabilities, providing users with richer context from images and documents while maintaining efficient token usage and robust security practices.

* Conversation Management Features (#532)

New Features
1. Pin Conversations
Users can pin important conversations to keep them at the top of the list
Pinned conversations display a pin icon (📌) in the conversation header and details modal
Pin icon appears before the conversation title
Bulk pin/unpin operations available in multi-select mode
Pinned conversations always appear first, sorted by most recent activity
2. Hide Conversations
Users can hide conversations to declutter their workspace without deleting them
Hidden conversations display an eye-slash icon (👁️‍🗨️) in the conversation header and details modal
Eye-slash icon appears next to the pin icon (if pinned)
Bulk hide/unhide operations available in multi-select mode
Toggle visibility of hidden conversations using the eye icon in the sidebar
3. Two-Tier Conversation Search
Quick Search (Sidebar)
Instant title-based filtering of conversations
Search icon in sidebar activates inline search input
Real-time filtering as you type
Clear button to reset search
Expand button to open advanced search modal
Advanced Search (Modal)
Full-text search across all message content
Multiple filter options:
Date range (from/to)
Chat type (personal/group/public)
Classifications (multi-select)
Has uploaded files
Has generated images
Pagination (20 results per page)
Message snippets with highlighted search terms (50 chars before/after match)
Click to navigate directly to specific messages
Search history tracking (last 20 searches)
Clickable search history to repeat searches
4. Message Highlighting & Navigation
Search results highlight matched text in yellow (amber in dark mode)
Smooth scroll animation to navigate to specific messages
Pulse animation draws attention to the target message
Highlights persist for 30 seconds before auto-clearing
Works across conversation switches
5. Multi-Select Mode
Select multiple conversations for bulk operations
Visual checkboxes appear when entering selection mode
Bulk actions available:
Pin/unpin selected conversations
Hide/unhide selected conversations
Delete selected conversations
Selection mode accessible from conversation dropdown menu
Auto-exit after 30 seconds of inactivity
6. Enhanced Conversation Details Modal
Displays pin icon if conversation is pinned
Displays eye-slash icon if conversation is hidden
Shows both icons at the top of the modal (next to title)
Status section shows visual badges for pinned/hidden state
Comprehensive metadata display
Technical Implementation
Frontend Changes
chat-conversations.js: Core conversation management, quick search, pin/hide functionality
chat-search-modal.js (NEW): Advanced search modal implementation
chat-sidebar-conversations.js: Sidebar search synchronization, hidden conversation handling
chat-messages.js: Message highlighting, smooth scroll, search highlight persistence
chat-conversation-details.js: Updated to show pin/hidden icons in modal
chats.css: Styles for search highlights and message pulse animations
HTML Templates: Added search modal, updated navigation icons
Backend Changes
route_backend_conversations.py:

/api/search_conversations - Full-text search with filters and pagination
/api/conversations/classifications - Get unique classification values
/api/user-settings/search-history - GET/POST/DELETE endpoints for search history
/api/conversations/{id}/pin - Toggle pin status
/api/conversations/{id}/hide - Toggle hide status
Bulk operations for pin/hide/delete
functions_settings.py: Search history management functions

* Message management (#553)

* added message masking

mask selected content of message or an entire message

* fixed citation border

* enabled streaming

* image gen with streaming

* added reasoning support

* added reasoning to agents

* agent support

* fixed key bug

* disable group create and fixed model fetch

* updated config

* fixed support for workspace search for streaming

* fix bug with sidebar update

* fixed gpt-5 vision processing bug

* metadata works with all messages now

* fixed debug_print bug

* added reasoning effort to agents and fixed agent validation

* fixed file metadata loading bug

* fixed llm streaming when working with group workspace data

* fixed cosmos container config error

* added delete message and fixed message threading

* retry bug fixes

* fixed message threading order

* moved message buttons to menu

* fixed bug for conversation history that included inactive threads

* added css styling for urls for dark mode

* fixed bug with newly created messages not showing metadata or deleting

* improved search times by 100x

* added token collect to messages supports models and agents

* added streaming for agents along with token collection

* added embedding token tracking

* added document creation/deletion and token tracking to activity log

* adding conversations to activity logs

* added activity log viewer with filters, search, and export

* added support for agents in edit and retry messages

* Configure Application from AZD Up command (#548)

* Add Cosmos DB post-configuration script and update requirements - Initial POC

* post deploy configure services in cosmosdb

* refactor to prevent post deploy configuration + begin support of key based auth.

* Add additional parameter validation for creating entra app

* Refactor Bicep modules for improved authentication and key management

- Added keyVault-Secrets.bicep module for storing secrets in Key Vault.
- Modified keyVault.bicep to remove enterprise app client secret handling and commented out managed identity role assignments.
- Removed openAI-existing.bicep and refactored openAI.bicep to handle model deployments dynamically.
- Added setPermissions.bicep for managing role assignments for various resources.
- Updated postconfig.py to reflect changes in environment variable handling for authentication type.

* Refactor Bicep modules to conditionally add settings based on authentication type and enable resource declarations for services

* initial support for VideoIndexer service

* Refactor Bicep modules to enhance VideoIndexer service integration and update diagnostic settings configurations

* move from using chainguard-dev builder image to python slim image.

* Updates to support post deployment app config

* Add post-deployment permissions script for CosmosDB and update authentication type handling

* fix typo in enhanced citation deployment config

* Refactor Dockerfile to use Python 3.13-slim and streamline build process

* restart web application after deployment settings applied

* remove setting for disableLocalAuth

* update to latest version of bicep deployment

* remove dead code

* code cleanup / formatting

* removed unnecessary content from readme.md

* fix token scope for commericial search service

* set permission correctly for lookup of openAI models

* fixes required to configure search with managed identity

* Adds Azure Billing Plugin in Community Customizations (#546)

* add crude keyvault base impl

* upd actions for MAG

* add settings to fix

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* fix method name

* add get agent helper

* add ui trigger word and get agent helper

* upd function imports

* upd agents call

* add desc of plugins

* fix for admin modal loading

* upd default agent handling

* rmv unneeded file

* rmv extra imp statements

* add new cosmos container script

* upd instructions for consistency of code

* adds safe calls for akv functions

* adds akv to personal agents

* fix for user agents boot issue

* fix global set

* upd azure function plugin to super init

* upd to clean imports

* add keyvault to global actions loading

* add plugin loading docs

* rmv secret leak via logging

* rmv displaying of token in logs

* fix not loading global actions for personal agents

* rmv unsupported characters from logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add default plugin print logging

* rmv default check for nonsql plugins

* upd requirements

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add imp to appins logging

* add security tab UI + key vault UI

* add keyvault settings

* fix for copilot findings.

* fix for resaving plugin without changing secret

* init azure billing plugin

* add app settings cache

* upd to azure billing plugin

* upd to msgraph plugin

* init community customizations

* add module

* add key vault config modal

* add logging and functions to math

* rmv extra telemetry, add appcache

* upd billing plugin

* add/upd key vault, admin settings, agents, max tokens

* Remove abp for pr

* disable static logging for development

* rmv dup import

* add note on pass

* added notes

* rmv dup decl

* add semicolon

* rmv unused variable add agent name to log

* add actions migration back in

* add notes and copilot fixes

* add abp back in

* upd abp/seperate graph from query

* rmv missed merge lines

* fix for AL

* upd for consistency testing

* upd abp to community

* fix copilot findings #1

* fix plotting conflict

* fix exception handling

* fix static max function invokes

* rmv unneeded decl

* rmv unneeded imports

* fix grouping dimensions

* fix abp copilot suggestions #2

* simplify methods for message reload

* upd dockerfile to google distroless

* add pipelines

* add modifications to container

* upd to build

* add missing arg

* add arg for major/minor/patch python version

* upd python paths and pip install

* add perms to /app for user

* chg back to root

* rmv python3

* rmv not built python

* add shared

* add path and home

* upd for stdlib paths

* fix user input filesystem path vulns

* fix to consecutive dots

* upd pipeline to include branch name in image

* add abp to deploy

* upd instructions name/rmv abp from deploy

* fix pipeline

* mov back to Comm Cust for main inclusion

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Security/container build (#549)

* upd dockerfile to google distroless

* add pipelines

* add modifications to container

* upd to build

* add missing arg

* add arg for major/minor/patch python version

* upd python paths and pip install

* add perms to /app for user

* chg back to root

* rmv python3

* rmv not built python

* add shared

* add path and home

* upd for stdlib paths

* fix user input filesystem path vulns

* fix to consecutive dots

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Feature/speech managed identity (#543)

* Bugfix - deleted duplicate enable_external_healthcheck entry

* Feature - updated Speech Service to use Managed Identity in addition to the key, added MAG functionality via Azure Speech SDK since the Fast Transcription API is not available in MAG, updated Admin Setup Walkthrough so it goes to the right place in the settings when Next is clicked, updated Speech requirements in Walkthrough, rewrote Admin Configuration docs, updated/corrected Managed Identity roles in Setup Instructions Special docs.

* Update application/single_app/templates/admin_settings.html

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update application/single_app/functions_settings.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update application/single_app/functions_documents.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update application/single_app/functions_documents.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Paul Lizer <paullizer@microsoft.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Banner text color picker from Vivien (#555)

* Classification text color picker

* Line endings

* Remove opencensus

* Add flask instrumentation

* Add troubleshooting doc

* Add troubleshooting doc

* Control center (#567)

* added group status (active, locked, upload disabled, and inactive)

Adds Azure Billing Plugin in Community Customizations

* added bulk member upload via csv for groups

* add document metadata modified activity log tracking

* activity logging for members deleted from groups

* added group activity timeline

* added notification system

* added notifications for document upload to workspaces

* fixed badge sizing

* fixed url link

* fixed badge to not show with zero notifications

* Updated notification system

* Updated approval system

* updated approval workflow

* updated notification workflow

* Fixed set active bug on my public workspace page

* Added user retention policy, updated user profile page with dashboards, retention config, and more.

* adding speed to text for chat UI

* updated the speech wave form and input field

* updated to transcribe entire recording

* fixed bug creating new conversation with auto-send

* add mic permissions

* added stream token tracking

* Added public workspace reporting

* Updated AI search sizing analysis

* added management for public workspaces

* improved public workspace management includes stats and bulk actions

* updated groups dashboard for owners and admins with stats and bulk actions

* added voice for ai to talk with users in chats

* Auto Voice Response

* for speech service, added 429 randomized response pattern to prevent thunder herding

* updated admin settings for speech services and fixed dark mode for raw log viewing

* updated video extraction card

* Added Control Center Admin and Dashboard Reader roles

* updated feedback and safety decorators so admins work unless required then those roles must be used

* Updated and Validated logic for admin roles; control center, safety, and feedback

* added support for control center admin and dashboard reader

* Development (#566)

* Banner text color picker from Vivien (#555)

* Classification text color picker

* Line endings

* Remove opencensus

* Add flask instrumentation

* Add troubleshooting doc

* Add troubleshooting doc

---------

Co-authored-by: Ed Clark <107473135+clarked-msft@users.noreply.github.com>
Co-authored-by: Ed Clark <clarked@microsoft.com>
Co-authored-by: Bionic711 <13358952+Bionic711@users.noreply.github.com>

* updated tool tip to better inform user on status of ai response

* improve query parameters detection for swagger

* updated visual cue showing the ai is talking to the user

* moved duplicates to shared js

* replaced alert with toast.

* fixed and added log_event to exceptions

* added @user_required and improved swagger generation

* Update route_frontend_profile.py

* fixed swagger generation bug on affecting two apis

* returned keyvault to admin settings ui

* Fixed bug when running local js

---------

Co-authored-by: Ed Clark <107473135+clarked-msft@users.noreply.github.com>
Co-authored-by: Ed Clark <clarked@microsoft.com>
Co-authored-by: Bionic711 <13358952+Bionic711@users.noreply.github.com>

* Adding release notes

* fixed debug_debug_print

* Updated README

* Update README.md

* accepted changes

* removed files

* GitHub Actions workflow that runs Python compilation checks on all Python files in the single_app

* Upated to v0.235.002

* removed debug test file

* Updated to v0.235.003

* Update python-syntax-check.yml

* fixed disable group creation bug

* fixed bug not showing raw activity log for groups

* fixed control center access to not require admin role when enabling controlcenteradmin role

* fix documentation

* Update release_notes.md

* Update README.md

* added click restrictions to top items in control center

* bug fix - fixed group member select after search, group member removal, group member role update, and approve/reject request

* Retention execution activity log (#600)

* retention execution logging bug fix

* debug timer reset with admin save bug fix

* Create test_debug_logging_timer_preservation.py

* fixed file processing logic prevent runtime execution

* fixed bug processing execution against personal documents

* removed test logging

* Retention Policy Document Deletion Fix

* Improve execution logic for rentention policy

Now uses retention_policy_next_run timestamp - Compares current time against the stored next scheduled time. If current time >= next scheduled time, it runs.

Reduced check interval from 1 hour to 5 minutes - More responsive scheduling, ensures it catches the scheduled time promptly.

Better fallback logic - If next_run can't be parsed, falls back to checking last_run (23-hour threshold).

Runs immediately if never run before - If there's no last_run or next_run, it will execute on the first check.

* Updated branch flow

* added log_event to exceptions

* enforce-branch-flow

* v0.235.025 (#609)

* creating workflows

* fraud analyssis

* support agents

* update

* fix

* updated demo

* Swagger lite (#469)

* Development (#467)

* upgrade to v0.229.060 (#459)

* Update release notes to show support for GPT-5

* Documented support for gpt-image-1

* Update config.py

* remove documentation folder

* Documentation and message table support (#444)

* Develop demo docs and import markdown table support

* fixed enhanced citations for groups and public workspaces

* Updated to support showing public workspaces in scope

* Update config.py

* fix docs

* Updated RELEASE_NOTES

* docs demos for public workspaces

* V0.229 bug fixes (v0.229.019) (#448)

* Development (#445)

* Update release notes to show support for GPT-5

* Documented support for gpt-image-1

* Update config.py

* remove documentation folder

* Documentation and message table support (#444)

* Develop demo docs and import markdown table support

* fixed enhanced citations for groups and public workspaces

* Updated to support showing public workspaces in scope

* Update config.py

* fix docs

* Updated RELEASE_NOTES

* video indexer config details, doc intel test button fix, move multimedia configs to search and extract

* improved header security

* updated versions

* moved

* Update EXTERNAL_HEALTH_CHECK_DUPLICATION_FIX.md

* added pdfs

* v0.229.019 bug fixes upgrade to v0.229.058 (#452)

* all urls in chat open in new tabs

* consolidated admin settings for improved navigation

* added left hand nav admin settings menus

* added left hand menu options for workspaces

* Added debug logging to video indexer processes

* readme and functional test

* Workspace Scope in Chat affects Prompts

* Create WORKSPACE_SCOPE_PROMPTS_FIX.md

* time based turn off for debug and file process logging

* improve saving in admin settings

* update to v0.229.058

* Update RELEASE_NOTES.md

* Update RELEASE_NOTES.md

* Popup modal for Health Check config

* Added Health Check config guide

* Chat page top nav bug (#458)

* initial fix

* fixed top nav chat up bug

* notes for v0.229.060

* file location fix

* Update config.py

* Update RELEASE_NOTES.md

* moved to correct location

* Fixed enhanced citations CSP bug

Simple Chat implemented improved security which negatively impacted enhanced citations.

* Updated release notes

* updated version and tests

* swagger support for all endpoints and added swagger search

* added wide screen support for chats when collapsing side bar

* v0.230.001 features

* adding support for xlsm, Macro Excel files.

* moved into features

* initial

* added readme

* removed html code

* Update config.py (#477)

Updated else if for AUTHORITY

* Initial Setup for Pages documentation (#479)

* setup folders and base files

* setting up files

* architecture diagrams

* updated to libdoc

* libdoc updates

* updating side bar

* removed loops

* editing side bar

* Created Simple Chat Jekyll theme

* Update config.py (#477) (#478)

Updated else if for AUTHORITY

Co-authored-by: Patrick C Davis <82388365+Patrick-Davis-MSFT@users.noreply.github.com>

* Updating architectures

* Update README.md

---------

Co-authored-by: Patrick C Davis <82388365+Patrick-Davis-MSFT@users.noreply.github.com>

* initial

* added to base

* adding real data endpoints

* Update route_backend_control_center.py

* added individual charts

* fix for bug 485

* added document metrics

* added links to control center

* debug

* added date

* fixed bugs due to branch descrepancies

* added Azure SQL Driver Docker File

* added documentation for docker_fileSession updates

* Redis Managed Identity Azure Government Support Changes

* Stop tracking ignored folders

* updated gitignore

* added sort by to table for user management

* storage account size processing

* Front end now shows storage account sizing

* export user management list to csv

* adding group management

* fixing swagger generation

* fix

* Added inline dynamic property generation

* added YAML support

* Improved muiltform vs app/json detection

* added Control Center Admin role

ControlCenterAdmin

* ai search sizing is working for groups

* group refresh fixed

* added group data fix

* group table refresh

* updated export to include group docs

* adding public workspace management

* removed sample data and consolidated row generators

* Changed both caching helper functions to use the existing update_document() function from functions_documents.py instead of direct upsert.

* removed workflow, will work on that in different branch

* Document Set Fingerprinting, Scope-Aware Cache Key Generation, Event-Based Invalidation

I've successfully implemented Document Set Fingerprint + Event-Based Cache Invalidation with deterministic sorting and Score Normalization.

* added debug logging

* setup cache feature and ttl time to admin app settings

* removed cosmos level ttl

* Keyvault for secrets (#492)

* add crude keyvault base impl

* upd actions for MAG

* add settings to fix

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* fix method name

* add get agent helper

* add ui trigger word and get agent helper

* upd function imports

* upd agents call

* add desc of plugins

* fix for admin modal loading

* upd default agent handling

* rmv unneeded file

* rmv extra imp statements

* add new cosmos container script

* upd instructions for consistency of code

* adds safe calls for akv functions

* adds akv to personal agents

* fix for user agents boot issue

* fix global set

* upd azure function plugin to super init

* upd to clean imports

* add keyvault to global actions loading

* add plugin loading docs

* rmv secret leak via logging

* rmv displaying of token in logs

* fix not loading global actions for personal agents

* rmv unsupported characters from logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add default plugin print logging

* rmv default check for nonsql plugins

* upd requirements

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add imp to appins logging

* add security tab UI + key vault UI

* add keyvault settings

* fix for copilot findings.

* fix for resaving plugin without changing secret

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Feature/remove abp for pr (#510)

* add crude keyvault base impl

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* add ui trigger word and get agent helper

* adds safe calls for akv functions

* add keyvault to global actions loading

* rmv secret leak via logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add security tab UI + key vault UI

* fix for resaving plugin without changing secret

* init azure billing plugin

* add app settings cache

* upd to azure billing plugin

* upd to msgraph plugin

* init community customizations

* add module

* add key vault config modal

* add logging and functions to math

* rmv extra telemetry, add appcache

* upd billing plugin

* add/upd key vault, admin settings, agents, max tokens

* Remove abp for pr

* disable static logging for development

* rmv dup import

* add note on pass

* added notes

* rmv dup decl

* add semicolon

* rmv unused variable add agent name to log

* add actions migration back in

* add notes and copilot fixes

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Feature/group agents actions (#521)

* add crude keyvault base impl

* upd actions for MAG

* add settings to fix

* upd secret naming convention

* upd auth types to include conn string/basic(un/pw)

* fix method name

* add get agent helper

* add ui trigger word and get agent helper

* upd function imports

* upd agents call

* add desc of plugins

* fix for admin modal loading

* upd default agent handling

* rmv unneeded file

* rmv extra imp statements

* add new cosmos container script

* upd instructions for consistency of code

* adds safe calls for akv functions

* adds akv to personal agents

* fix for user agents boot issue

* fix global set

* upd azure function plugin to super init

* upd to clean imports

* add keyvault to global actions loading

* add plugin loading docs

* rmv secret leak via logging

* rmv displaying of token in logs

* fix not loading global actions for personal agents

* rmv unsupported characters from logging

* fix chat links in dark mode

* chg order of css for links in dark mode

* fix chat color

* add default plugin print logging

* rmv default check for nonsql plugins

* upd requirements

* add keyvault and dynamic addsetting ui

* fix for agents/plugins with invalid akv chars

* add imp to appins logging

* add security tab UI + key vault UI

* add keyvault settings

* fix for copilot findings.

* fix for resaving plugin without changing secret

* init azure billing plugin

* add app settings cache

* upd to azure billing plugin

* upd to msgraph plugin

* init community customizations

* add module

* add key vault config modal

* add logging and functions to math

* rmv extra telemetry, add appcache

* upd billing plugin

* add/upd key vault, admin settings, agents, max tokens

* Remove abp for pr

* disable static logging for development

* rmv dup import

* add note on pass

* added notes

* rmv dup decl

* add semicolon

* rmv unused variable add agent name to log

* add actions migration back in

* add notes and copilot fixes

* add group agents/actions

* add branch for testing/rmv old branch

* bug fixes, group agent modifications, rmv client validation

* rmv ajv

* upd from copilot

---------

Co-authored-by: Bionic711 <nadoyle@microsoft.com>

* Add cosmos activity logs container configuration

* incorporate branch updates Add 372 fix 489

* Support deployment via AZD UP (#530)

* Update devcontainer configuration for support of AZD

* Move to module based bicep files

* Add Azure deployment configuration and update Bicep modules for service outputs

* Enhance Azure deployment process by adding predeploy hooks for Docker image management and updating Bicep modules to include managed identity client ID and container registry outputs.

* Add deployment script for creating and storing Azure AD client secret in Key Vault

* Update Azure Dev CLI feature version to latest in devcontainer configuration

* Remove deprecated Bicep files and parameter configurations for cleaner deployment structure

* Refactor Bicep modules for improved diagnostics and role assignments

- Updated appService.bicep to conditionally import diagnostic settings based on enableDiagLogging parameter.
- Changed Azure Cosmos DB authentication type to managed identity and removed key-based authentication settings.
- Enhanced appServiceAuthentication.bicep by removing unnecessary parameters and configuring Key Vault reference for client secret.
- Modified appServicePlan.bicep to conditionally import diagnostic settings.
- Refactored azureContainerRegistry-existing.bicep to deploy role assignment to the ACR's resource group.
- Updated azureContainerRegistry.bicep to conditionally import diagnostic settings.
- Enhanced contentSafety.bicep with conditional diagnostic settings import.
- Updated cosmosDb.bicep to include a new database and container, and added role assignments for managed identity.
- Refactored documentIntelligence.bicep to conditionally import diagnostic settings.
- Enhanced enterpriseApplication.bicep by adding additional required resource access scopes.
- Updated keyVault.bicep to conditionally import diagnostic settings and adjusted enterprise app parameters.
- Refactored openAI.bicep to conditionally import diagnostic settings.
- Enhanced redisCache.bicep with conditional diagnostic settings import.
- Updated search.bicep to conditionally import diagnostic settings.
- Refactored speechService.bicep to conditionally import diagnostic settings.
- Enhanced storageAccount.bicep with conditional diagnostic settings import.
- Added main.parameters.json for parameter management.
- Introduced azureContainerRegistry-roleAssignment.bicep for managing ACR role assignments.

* Add custom subdomain names for document intelligence, OpenAI, and speech services

* Fix casing for hostingMode property in search service configuration

* Enhance storage account configuration by enabling hierarchical namespace and setting public access to 'None' for document containers

* Add enterprise app permissions module for resource access management

* Fixed ExternalApi configuration to valid guid and set value to a unique name

* Add Init Script to Configure Entra Application

* Fix spelling error

* fix failure in hostingMode value

* configure managed identity for contentSafety

* update readme to support new AZD deployment solution

* Video Indexer, Multi-Modal Enhancements, Scope Bug

## PR Summary: Video Indexer Multi-Modal Enhancements

### Overview
This PR introduces significant enhancements to video processing and image analysis capabilities, focusing on multi-modal AI features and improved metadata handling. **Version updated from 0.233.167 to 0.233.172**.

### 🎯 Key Features

#### 1. **Multi-Modal Vision Analysis for Images**
- Added AI-powered vision analysis for uploaded images using GPT-4 Vision or similar models
- Extracts comprehensive image insights including:
  - AI-generated descriptions
  - Object detection
  - Text extraction from images (OCR)
  - Detailed visual analysis
- New admin setting: `enable_multimodal_vision` to control feature availability
- Vision analysis results stored in document metadata and included in AI Search indexing
- Connection testing endpoint added for vision model validation

#### 2. **Enhanced Document Metadata Citations**
- Implemented metadata-based citations that surface document keywords, abstracts, and vision analysis
- New citation types displayed with distinct visual indicators:
  - **Keywords**: Tagged with `bi-tags` icon, labeled as "Metadata"
  - **Abstract**: Document summaries included as contextual citations
  - **Vision Analysis**: AI-generated image insights labeled as "AI Vision"
- Metadata content passed to AI models as additional context for more informed responses
- Special modal view for metadata citations (separate from standard document citations)

#### 3. **Image Message UI Improvements**
- Enhanced display for user-uploaded images vs AI-generated images
- Added "View Text" button for uploaded images with extracted content or vision analysis
- Collapsible info sections showing:
  - Extracted OCR text from Document Intelligence
  - AI Vision Analysis results
- Proper avatar distinction between uploaded and generated images
- Improved metadata tracking with `is_user_upload` flag

#### 4. **Video Indexer Configuration Updates**
- **BREAKING CHANGE**: Removed API key authentication support
- Now exclusively uses **Managed Identity authentication** for Video Indexer
- Updated admin UI documentation to guide managed identity setup:
  - Enable system-assigned managed identity on App Service
  - Assign "Video Indexer Restricted Viewer" role
  - Configure required ARM settings (subscription ID, resource group, account name)
- Improved validation for required Video Indexer settings
- Enhanced error messaging for missing configuration

#### 5. **Search Scope Improvements**
- Fixed search behavior when `document_scope='all'` to properly include group documents
- Added `active_group_id` to search context when document scope is 'all' and groups are enabled
- Conditional group index searching - only queries group index when `active_group_id` is present
- Prevents unnecessary searches and potential errors when groups aren't in use

#### 6. **Image Context in Conversation History**
- Enhanced conversation history to include rich image context for AI models
- Extracts and includes:
  - OCR text from Document Intelligence (up to max content length)
  - AI Vision analysis (description, objects, text)
  - Structured prompt formatting for multimodal understanding
- **Important**: Base64 image data excluded from conversation history to prevent token overflow
- Only metadata and extracted insights passed to models for efficient token usage

### 🔧 Technical Improvements

#### Backend Changes
- **route_backend_chats.py**: 
  - Added metadata citation extraction logic (~150 lines)
  - Enhanced conversation history building for image uploads
  - Improved search argument handling for group contexts
  
- **functions_documents.py**:
  - New `analyze_image_with_vision_model()` function for AI vision analysis
  - Enhanced `get_document_metadata_for_citations()` integration
  - Vision analysis now runs BEFORE chunk saving to include insights in AI Search indexing
  - Removed redundant blob storage for vision JSON (stored in document metadata)
  
- **route_backend_settings.py**:
  - New `_test_multimodal_vision_connection()` endpoint for testing vision models
  - Supports both APIM and direct Azure OpenAI endpoints
  - Test uses 1x1 pixel sample image for validation

- **functions_search.py**:
  - Added conditional logic for group search execution
  - Prevents empty `active_group_id` from causing search errors

#### Frontend Changes
- **chat-messages.js** (~275 lines changed):
  - Enhanced `appendMessage()` to handle uploaded image metadata
  - New `toggleImageInfo()` functionality for expandable image details
  - Improved citation rendering with metadata type indicators
  - Debug logging for image message processing
  
- **chat-citations.js** (~70 lines added):
  - New `showMetadataModal()` function for displaying keywords/abstracts/vision analysis
  - Enhanced citation click handling to detect metadata citations
  - Separate modal styling and behavior for metadata vs document citations

- **admin_settings.html**:
  - Complete redesign of Video Indexer configuration section
  - Removed all API key references
  - Added managed identity setup instructions with step-by-step guidance
  - Updated configuration display to show resource group and subscription ID

- **_video_indexer_info.html**:
  - Updated modal content to clarify managed identity requirement
  - Added warning banner about authentication type
  - Enhanced configuration display with ARM resource details

### 📊 Files Changed
- **16 files** modified
- **+1,063 insertions**, **-412 deletions**
- Net change: **+651 lines**

### 🧪 Testing Considerations
- Test multi-modal vision analysis with various image types
- Validate metadata citations appear correctly in chat responses
- Verify Video Indexer works with managed identity authentication
- Test search scope behavior with and without groups enabled
- Validate image upload UI shows extracted text and vision analysis
- Confirm conversation history properly handles image context without token overflow

### 🔐 Security & Performance
- Managed identity authentication improves security posture (no stored API keys)
- Image …
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