#4547)

* fix: ensure embedding dimensions are returned as integers in providers

* chore: ruff format

* feat: astr live

* chore: remove

* feat: metrics

* feat: enhance audio processing and metrics display in live mode

* feat: genie tts

* feat: enhance live mode audio processing and text handling

* feat: add metrics

* feat: eyes

* feat: nervous

* chore: update readme

Added '自动压缩对话' feature and updated features list.

* feat: skip saving head system messages in history (#4538)

* feat: skip saving the first system message in history

* fix: rename variable for clarity in system message handling

* fix: update logic to skip all system messages until the first non-system message

* fix: clarify logic for skipping initial system messages in conversation

* chore: bump version to 4.12.2

* docs: update 4.12.2 changelog

* refactor: update event types for LLM tool usage and response

* chore: bump version to 4.12.3

* fix: ensure embedding dimensions are returned as integers in providers (#4547)

* fix: ensure embedding dimensions are returned as integers in providers

* chore: ruff format

* perf: T2I template editor preview (#4574)

* feat: add file drag upload feature for ChatUI (#4583)

* feat(chat): add drag-drop upload and fix batch file upload

* style(chat): adjust drop overlay to only cover input container

* fix: streaming response for DingTalk (#4590)

closes: #4384

* #4384 钉钉消息回复卡片模板

* chore: ruff format

* chore: ruff format

---------

Co-authored-by: ManJiang <man.jiang@jg-robust.com>
Co-authored-by: Soulter <905617992@qq.com>

* feat: implement persona folder for advanced persona management (#4443)

* feat(db): add persona folder management for hierarchical organization

Implement hierarchical folder structure for organizing personas:
- Add PersonaFolder model with recursive parent-child relationships
- Add folder_id and sort_order fields to Persona model
- Implement CRUD operations for persona folders in database layer
- Add migration support for existing databases
- Extend PersonaManager with folder management methods
- Add dashboard API routes for folder operations

* feat(persona): add batch sort order update endpoint for personas and folders

Add new API endpoint POST /persona/reorder to batch update sort_order
for both personas and folders. This enables drag-and-drop reordering
in the dashboard UI.

Changes:
- Add abstract batch_update_sort_order method to BaseDatabase
- Implement batch_update_sort_order in SQLiteDatabase
- Add batch_update_sort_order to PersonaManager with cache refresh
- Add reorder_items route handler with input validation

* feat(persona): add folder_id and sort_order params to persona creation

Extend persona creation flow to support folder placement and ordering:
- Add folder_id and sort_order parameters to insert_persona in db layer
- Update PersonaManager.create_persona to accept and pass folder params
- Add get_folder_detail API endpoint for retrieving folder information
- Include folder_id and sort_order in persona creation response
- Add session flush/refresh to return complete persona object

* feat(dashboard): implement persona folder management UI

- Add folder management system with tree view and breadcrumbs
- Implement create, rename, delete, and move operations for folders
- Add drag-and-drop support for organizing personas and folders
- Create new PersonaManager component and Pinia store for state management
- Refactor PersonaPage to support hierarchical structure
- Update locale files with folder-related translations
- Handle empty parent_id correctly in backend route

* feat(dashboard): centralize folder expansion state in persona store

Move folder expansion logic from local component state to global Pinia
store to persist expansion state.
- Add `expandedFolderIds` state and toggle actions to `personaStore`
- Update `FolderTreeNode` to use store state instead of local data
- Automatically navigate to target folder after moving a persona

* feat(dashboard): add reusable folder management component library

Extract folder management UI into reusable base components and create
persona-specific wrapper components that integrate with personaStore.

- Add base folder components (tree, breadcrumb, card, dialogs) with
  customizable labels for i18n support
- Create useFolderManager composable for folder state management
- Implement drag-and-drop support for moving personas between folders
- Add persona-specific wrapper components connecting to personaStore
- Reorganize PersonaManager into views/persona directory structure
- Include comprehensive README documentation for component usage

* refactor(dashboard): remove legacy persona folder management components

Remove deprecated persona folder management Vue components that have been
superseded by the new reusable folder management component library.

Deleted components:
- CreateFolderDialog.vue
- FolderBreadcrumb.vue
- FolderCard.vue
- FolderTree.vue
- FolderTreeNode.vue
- MoveTargetNode.vue
- MoveToFolderDialog.vue
- PersonaCard.vue
- PersonaManager.vue

These components are replaced by the centralized folder management
implementation introduced in commit 3fbb3db.

* fix(dashboard): add delayed skeleton loading to prevent UI flicker

Implement a 150ms delay before showing the skeleton loader in
PersonaManager to prevent visual flicker during fast loading operations.

- Add showSkeleton state with timer-based delay mechanism
- Use v-fade-transition for smooth skeleton visibility transitions
- Clean up timer on component unmount to prevent memory leaks
- Only display skeleton when loading exceeds threshold duration

* feat(dashboard): add generic folder item selector component for persona selection

Introduce BaseFolderItemSelector.vue as a reusable component for selecting
items within folder hierarchies. Refactor PersonaSelector to use this new
base component instead of its previous flat list implementation.

Changes:
- Add BaseFolderItemSelector with folder tree navigation and item selection
- Extend folder types with SelectableItem and FolderItemSelectorLabels
- Refactor PersonaSelector to leverage the new base component
- Add i18n translations for rootFolder and emptyFolder labels

* feat(persona): add tree-view display for persona list command

Add hierarchical folder tree output for the persona list command,
showing personas organized by folders with visual tree connectors.

- Add _build_tree_output method for recursive tree structure rendering
- Display folders with 📁 icon and personas with 👤 icon
- Show root-level personas separately from folder contents
- Include total persona count in output

* refactor(persona): simplify tree-view output with shorter indentation lines

Replace complex tree connector logic with simpler depth-based indentation
using "│ " prefix. Remove unnecessary parameters (prefix, is_last) and
computed variables (has_content, total_items, item_idx) in favor of a
cleaner depth-based approach.

* feat(dashboard): add duplicate persona ID validation in create form

Add frontend validation to prevent creating personas with duplicate IDs.
Load existing persona IDs when opening the create form and validate
against them in real-time.

- Add existingPersonaIds array and loadExistingPersonaIds method
- Add validation rule to check for duplicate persona IDs
- Add i18n messages for duplicate ID error (en-US and zh-CN)
- Fix minLength validation to require at least 1 character

* i18n(persona): add createButton translation key for folder dialog

Move create button label to folder-specific translation path
instead of using generic buttons.create key.

* feat(persona): show target folder name in persona creation dialog

Add visual feedback showing which folder a new persona will be created in.

- Add info alert in PersonaForm displaying the target folder name
- Pass currentFolderName prop from PersonaManager and PersonaSelector
- Add recursive findFolderName helper to resolve folder ID to name
- Add i18n translations for createInFolder and rootFolder labels

* style:format code

* fix: remove 'persistent' attribute from dialog components

---------

Co-authored-by: Soulter <905617992@qq.com>

* perf: live mode entry

* chore: remove japanese prompt

---------

Co-authored-by: Anima-IGCenter <cacheigcrystal2@gmail.com>
Co-authored-by: Clhikari <Clhikari@qq.com>
Co-authored-by: jiangman202506 <jiangman202506@163.com>
Co-authored-by: ManJiang <man.jiang@jg-robust.com>
Co-authored-by: Ruochen Pan <67079377+RC-CHN@users.noreply.github.com>