fix: test

.claude/skills/frontend-testing/CHECKLIST.md

@@ -1,205 +0,0 @@
-# Test Generation Checklist
-
-Use this checklist when generating or reviewing tests for Dify frontend components.
-
-## Pre-Generation
-
-- [ ] Read the component source code completely
-- [ ] Identify component type (component, hook, utility, page)
-- [ ] Run `pnpm analyze-component <path>` if available
-- [ ] Note complexity score and features detected
-- [ ] Check for existing tests in the same directory
-- [ ] **Identify ALL files in the directory** that need testing (not just index)
-
-## Testing Strategy
-
-### ⚠️ Incremental Workflow (CRITICAL for Multi-File)
-
-- [ ] **NEVER generate all tests at once** - process one file at a time
-- [ ] Order files by complexity: utilities → hooks → simple → complex → integration
-- [ ] Create a todo list to track progress before starting
-- [ ] For EACH file: write → run test → verify pass → then next
-- [ ] **DO NOT proceed** to next file until current one passes
-
-### Path-Level Coverage
-
-- [ ] **Test ALL files** in the assigned directory/path
-- [ ] List all components, hooks, utilities that need coverage
-- [ ] Decide: single spec file (integration) or multiple spec files (unit)
-
-### Complexity Assessment
-
-- [ ] Run `pnpm analyze-component <path>` for complexity score
-- [ ] **Complexity > 50**: Consider refactoring before testing
-- [ ] **500+ lines**: Consider splitting before testing
-- [ ] **30-50 complexity**: Use multiple describe blocks, organized structure
-
-### Integration vs Mocking
-
-- [ ] **DO NOT mock base components** (`Loading`, `Button`, `Tooltip`, etc.)
-- [ ] Import real project components instead of mocking
-- [ ] Only mock: API calls, complex context providers, third-party libs with side effects
-- [ ] Prefer integration testing when using single spec file
-
-## Required Test Sections
-
-### All Components MUST Have
-
-- [ ] **Rendering tests** - Component renders without crashing
-- [ ] **Props tests** - Required props, optional props, default values
-- [ ] **Edge cases** - null, undefined, empty values, boundaries
-
-### Conditional Sections (Add When Feature Present)
-
-| Feature | Add Tests For |
-|---------|---------------|
-| `useState` | Initial state, transitions, cleanup |
-| `useEffect` | Execution, dependencies, cleanup |
-| Event handlers | onClick, onChange, onSubmit, keyboard |
-| API calls | Loading, success, error states |
-| Routing | Navigation, params, query strings |
-| `useCallback`/`useMemo` | Referential equality |
-| Context | Provider values, consumer behavior |
-| Forms | Validation, submission, error display |
-
-## Code Quality Checklist
-
-### Structure
-
-- [ ] Uses `describe` blocks to group related tests
-- [ ] Test names follow `should <behavior> when <condition>` pattern
-- [ ] AAA pattern (Arrange-Act-Assert) is clear
-- [ ] Comments explain complex test scenarios
-
-### Mocks
-
-- [ ] **DO NOT mock base components** (`@/app/components/base/*`)
-- [ ] `jest.clearAllMocks()` in `beforeEach` (not `afterEach`)
-- [ ] Shared mock state reset in `beforeEach`
-- [ ] i18n uses shared mock (auto-loaded); only override locally for custom translations
-- [ ] Router mocks match actual Next.js API
-- [ ] Mocks reflect actual component conditional behavior
-- [ ] Only mock: API services, complex context providers, third-party libs
-
-### Queries
-
-- [ ] Prefer semantic queries (`getByRole`, `getByLabelText`)
-- [ ] Use `queryBy*` for absence assertions
-- [ ] Use `findBy*` for async elements
-- [ ] `getByTestId` only as last resort
-
-### Async
-
-- [ ] All async tests use `async/await`
-- [ ] `waitFor` wraps async assertions
-- [ ] Fake timers properly setup/teardown
-- [ ] No floating promises
-
-### TypeScript
-
-- [ ] No `any` types without justification
-- [ ] Mock data uses actual types from source
-- [ ] Factory functions have proper return types
-
-## Coverage Goals (Per File)
-
-For the current file being tested:
-
-- [ ] 100% function coverage
-- [ ] 100% statement coverage
-- [ ] >95% branch coverage
-- [ ] >95% line coverage
-
-## Post-Generation (Per File)
-
-**Run these checks after EACH test file, not just at the end:**
-
-- [ ] Run `pnpm test -- path/to/file.spec.tsx` - **MUST PASS before next file**
-- [ ] Fix any failures immediately
-- [ ] Mark file as complete in todo list
-- [ ] Only then proceed to next file
-
-### After All Files Complete
-
-- [ ] Run full directory test: `pnpm test -- path/to/directory/`
-- [ ] Check coverage report: `pnpm test -- --coverage`
-- [ ] Run `pnpm lint:fix` on all test files
-- [ ] Run `pnpm type-check:tsgo`
-
-## Common Issues to Watch
-
-### False Positives
-
-```typescript
-// ❌ Mock doesn't match actual behavior
-jest.mock('./Component', () => () => <div>Mocked</div>)
-
-// ✅ Mock matches actual conditional logic
-jest.mock('./Component', () => ({ isOpen }: any) =>
-  isOpen ? <div>Content</div> : null
-)
-```
-
-### State Leakage
-
-```typescript
-// ❌ Shared state not reset
-let mockState = false
-jest.mock('./useHook', () => () => mockState)
-
-// ✅ Reset in beforeEach
-beforeEach(() => {
-  mockState = false
-})
-```
-
-### Async Race Conditions
-
-```typescript
-// ❌ Not awaited
-it('loads data', () => {
-  render(<Component />)
-  expect(screen.getByText('Data')).toBeInTheDocument()
-})
-
-// ✅ Properly awaited
-it('loads data', async () => {
-  render(<Component />)
-  await waitFor(() => {
-    expect(screen.getByText('Data')).toBeInTheDocument()
-  })
-})
-```
-
-### Missing Edge Cases
-
-Always test these scenarios:
-
-- `null` / `undefined` inputs
-- Empty strings / arrays / objects
-- Boundary values (0, -1, MAX_INT)
-- Error states
-- Loading states
-- Disabled states
-
-## Quick Commands
-
-```bash
-# Run specific test
-pnpm test -- path/to/file.spec.tsx
-
-# Run with coverage
-pnpm test -- --coverage path/to/file.spec.tsx
-
-# Watch mode
-pnpm test -- --watch path/to/file.spec.tsx
-
-# Update snapshots (use sparingly)
-pnpm test -- -u path/to/file.spec.tsx
-
-# Analyze component
-pnpm analyze-component path/to/component.tsx
-
-# Review existing test
-pnpm analyze-component path/to/component.tsx --review
-```

.claude/skills/frontend-testing/SKILL.md

@@ -1,321 +0,0 @@
----
-name: Dify Frontend Testing
-description: Generate Jest + React Testing Library tests for Dify frontend components, hooks, and utilities. Triggers on testing, spec files, coverage, Jest, RTL, unit tests, integration tests, or write/review test requests.
----
-
-# Dify Frontend Testing Skill
-
-This skill enables Claude to generate high-quality, comprehensive frontend tests for the Dify project following established conventions and best practices.
-
-> **⚠️ Authoritative Source**: This skill is derived from `web/testing/testing.md`. When in doubt, always refer to that document as the canonical specification.
-
-## When to Apply This Skill
-
-Apply this skill when the user:
-
-- Asks to **write tests** for a component, hook, or utility
-- Asks to **review existing tests** for completeness
-- Mentions **Jest**, **React Testing Library**, **RTL**, or **spec files**
-- Requests **test coverage** improvement
-- Uses `pnpm analyze-component` output as context
-- Mentions **testing**, **unit tests**, or **integration tests** for frontend code
-- Wants to understand **testing patterns** in the Dify codebase
-
-**Do NOT apply** when:
-
-- User is asking about backend/API tests (Python/pytest)
-- User is asking about E2E tests (Playwright/Cypress)
-- User is only asking conceptual questions without code context
-
-## Quick Reference
-
-### Tech Stack
-
-| Tool | Version | Purpose |
-|------|---------|---------|
-| Jest | 29.7 | Test runner |
-| React Testing Library | 16.0 | Component testing |
-| happy-dom | - | Test environment |
-| nock | 14.0 | HTTP mocking |
-| TypeScript | 5.x | Type safety |
-
-### Key Commands
-
-```bash
-# Run all tests
-pnpm test
-
-# Watch mode
-pnpm test -- --watch
-
-# Run specific file
-pnpm test -- path/to/file.spec.tsx
-
-# Generate coverage report
-pnpm test -- --coverage
-
-# Analyze component complexity
-pnpm analyze-component <path>
-
-# Review existing test
-pnpm analyze-component <path> --review
-```
-
-### File Naming
-
-- Test files: `ComponentName.spec.tsx` (same directory as component)
-- Integration tests: `web/__tests__/` directory
-
-## Test Structure Template
-
-```typescript
-import { render, screen, fireEvent, waitFor } from '@testing-library/react'
-import Component from './index'
-
-// ✅ Import real project components (DO NOT mock these)
-// import Loading from '@/app/components/base/loading'
-// import { ChildComponent } from './child-component'
-
-// ✅ Mock external dependencies only
-jest.mock('@/service/api')
-jest.mock('next/navigation', () => ({
-  useRouter: () => ({ push: jest.fn() }),
-  usePathname: () => '/test',
-}))
-
-// Shared state for mocks (if needed)
-let mockSharedState = false
-
-describe('ComponentName', () => {
-  beforeEach(() => {
-    jest.clearAllMocks()  // ✅ Reset mocks BEFORE each test
-    mockSharedState = false  // ✅ Reset shared state
-  })
-
-  // Rendering tests (REQUIRED)
-  describe('Rendering', () => {
-    it('should render without crashing', () => {
-      // Arrange
-      const props = { title: 'Test' }
-      
-      // Act
-      render(<Component {...props} />)
-      
-      // Assert
-      expect(screen.getByText('Test')).toBeInTheDocument()
-    })
-  })
-
-  // Props tests (REQUIRED)
-  describe('Props', () => {
-    it('should apply custom className', () => {
-      render(<Component className="custom" />)
-      expect(screen.getByRole('button')).toHaveClass('custom')
-    })
-  })
-
-  // User Interactions
-  describe('User Interactions', () => {
-    it('should handle click events', () => {
-      const handleClick = jest.fn()
-      render(<Component onClick={handleClick} />)
-      
-      fireEvent.click(screen.getByRole('button'))
-      
-      expect(handleClick).toHaveBeenCalledTimes(1)
-    })
-  })
-
-  // Edge Cases (REQUIRED)
-  describe('Edge Cases', () => {
-    it('should handle null data', () => {
-      render(<Component data={null} />)
-      expect(screen.getByText(/no data/i)).toBeInTheDocument()
-    })
-
-    it('should handle empty array', () => {
-      render(<Component items={[]} />)
-      expect(screen.getByText(/empty/i)).toBeInTheDocument()
-    })
-  })
-})
-```
-
-## Testing Workflow (CRITICAL)
-
-### ⚠️ Incremental Approach Required
-
-**NEVER generate all test files at once.** For complex components or multi-file directories:
-
-1. **Analyze & Plan**: List all files, order by complexity (simple → complex)
-1. **Process ONE at a time**: Write test → Run test → Fix if needed → Next
-1. **Verify before proceeding**: Do NOT continue to next file until current passes
-
-```
-For each file:
-  ┌────────────────────────────────────────┐
-  │ 1. Write test                          │
-  │ 2. Run: pnpm test -- <file>.spec.tsx   │
-  │ 3. PASS? → Mark complete, next file    │
-  │    FAIL? → Fix first, then continue    │
-  └────────────────────────────────────────┘
-```
-
-### Complexity-Based Order
-
-Process in this order for multi-file testing:
-
-1. 🟢 Utility functions (simplest)
-1. 🟢 Custom hooks
-1. 🟡 Simple components (presentational)
-1. 🟡 Medium components (state, effects)
-1. 🔴 Complex components (API, routing)
-1. 🔴 Integration tests (index files - last)
-
-### When to Refactor First
-
-- **Complexity > 50**: Break into smaller pieces before testing
-- **500+ lines**: Consider splitting before testing
-- **Many dependencies**: Extract logic into hooks first
-
-> 📖 See `guides/workflow.md` for complete workflow details and todo list format.
-
-## Testing Strategy
-
-### Path-Level Testing (Directory Testing)
-
-When assigned to test a directory/path, test **ALL content** within that path:
-
-- Test all components, hooks, utilities in the directory (not just `index` file)
-- Use incremental approach: one file at a time, verify each before proceeding
-- Goal: 100% coverage of ALL files in the directory
-
-### Integration Testing First
-
-**Prefer integration testing** when writing tests for a directory:
-
-- ✅ **Import real project components** directly (including base components and siblings)
-- ✅ **Only mock**: API services (`@/service/*`), `next/navigation`, complex context providers
-- ❌ **DO NOT mock** base components (`@/app/components/base/*`)
-- ❌ **DO NOT mock** sibling/child components in the same directory
-
-> See [Test Structure Template](#test-structure-template) for correct import/mock patterns.
-
-## Core Principles
-
-### 1. AAA Pattern (Arrange-Act-Assert)
-
-Every test should clearly separate:
-
-- **Arrange**: Setup test data and render component
-- **Act**: Perform user actions
-- **Assert**: Verify expected outcomes
-
-### 2. Black-Box Testing
-
-- Test observable behavior, not implementation details
-- Use semantic queries (getByRole, getByLabelText)
-- Avoid testing internal state directly
-- **Prefer pattern matching over hardcoded strings** in assertions:
-
-```typescript
-// ❌ Avoid: hardcoded text assertions
-expect(screen.getByText('Loading...')).toBeInTheDocument()
-
-// ✅ Better: role-based queries
-expect(screen.getByRole('status')).toBeInTheDocument()
-
-// ✅ Better: pattern matching
-expect(screen.getByText(/loading/i)).toBeInTheDocument()
-```
-
-### 3. Single Behavior Per Test
-
-Each test verifies ONE user-observable behavior:
-
-```typescript
-// ✅ Good: One behavior
-it('should disable button when loading', () => {
-  render(<Button loading />)
-  expect(screen.getByRole('button')).toBeDisabled()
-})
-
-// ❌ Bad: Multiple behaviors
-it('should handle loading state', () => {
-  render(<Button loading />)
-  expect(screen.getByRole('button')).toBeDisabled()
-  expect(screen.getByText('Loading...')).toBeInTheDocument()
-  expect(screen.getByRole('button')).toHaveClass('loading')
-})
-```
-
-### 4. Semantic Naming
-
-Use `should <behavior> when <condition>`:
-
-```typescript
-it('should show error message when validation fails')
-it('should call onSubmit when form is valid')
-it('should disable input when isReadOnly is true')
-```
-
-## Required Test Scenarios
-
-### Always Required (All Components)
-
-1. **Rendering**: Component renders without crashing
-1. **Props**: Required props, optional props, default values
-1. **Edge Cases**: null, undefined, empty values, boundary conditions
-
-### Conditional (When Present)
-
-| Feature | Test Focus |
-|---------|-----------|
-| `useState` | Initial state, transitions, cleanup |
-| `useEffect` | Execution, dependencies, cleanup |
-| Event handlers | All onClick, onChange, onSubmit, keyboard |
-| API calls | Loading, success, error states |
-| Routing | Navigation, params, query strings |
-| `useCallback`/`useMemo` | Referential equality |
-| Context | Provider values, consumer behavior |
-| Forms | Validation, submission, error display |
-
-## Coverage Goals (Per File)
-
-For each test file generated, aim for:
-
-- ✅ **100%** function coverage
-- ✅ **100%** statement coverage
-- ✅ **>95%** branch coverage
-- ✅ **>95%** line coverage
-
-> **Note**: For multi-file directories, process one file at a time with full coverage each. See `guides/workflow.md`.
-
-## Detailed Guides
-
-For more detailed information, refer to:
-
-- `guides/workflow.md` - **Incremental testing workflow** (MUST READ for multi-file testing)
-- `guides/mocking.md` - Mock patterns and best practices
-- `guides/async-testing.md` - Async operations and API calls
-- `guides/domain-components.md` - Workflow, Dataset, Configuration testing
-- `guides/common-patterns.md` - Frequently used testing patterns
-
-## Authoritative References
-
-### Primary Specification (MUST follow)
-
-- **`web/testing/testing.md`** - The canonical testing specification. This skill is derived from this document.
-
-### Reference Examples in Codebase
-
-- `web/utils/classnames.spec.ts` - Utility function tests
-- `web/app/components/base/button/index.spec.tsx` - Component tests
-- `web/__mocks__/provider-context.ts` - Mock factory example
-
-### Project Configuration
-
-- `web/jest.config.ts` - Jest configuration
-- `web/jest.setup.ts` - Test environment setup
-- `web/testing/analyze-component.js` - Component analysis tool
-- `web/__mocks__/react-i18next.ts` - Shared i18n mock (auto-loaded by Jest, no explicit mock needed; override locally only for custom translations)

.claude/skills/frontend-testing/guides/async-testing.md

@@ -1,345 +0,0 @@
-# Async Testing Guide
-
-## Core Async Patterns
-
-### 1. waitFor - Wait for Condition
-
-```typescript
-import { render, screen, waitFor } from '@testing-library/react'
-
-it('should load and display data', async () => {
-  render(<DataComponent />)
-  
-  // Wait for element to appear
-  await waitFor(() => {
-    expect(screen.getByText('Loaded Data')).toBeInTheDocument()
-  })
-})
-
-it('should hide loading spinner after load', async () => {
-  render(<DataComponent />)
-  
-  // Wait for element to disappear
-  await waitFor(() => {
-    expect(screen.queryByText('Loading...')).not.toBeInTheDocument()
-  })
-})
-```
-
-### 2. findBy\* - Async Queries
-
-```typescript
-it('should show user name after fetch', async () => {
-  render(<UserProfile />)
-  
-  // findBy returns a promise, auto-waits up to 1000ms
-  const userName = await screen.findByText('John Doe')
-  expect(userName).toBeInTheDocument()
-  
-  // findByRole with options
-  const button = await screen.findByRole('button', { name: /submit/i })
-  expect(button).toBeEnabled()
-})
-```
-
-### 3. userEvent for Async Interactions
-
-```typescript
-import userEvent from '@testing-library/user-event'
-
-it('should submit form', async () => {
-  const user = userEvent.setup()
-  const onSubmit = jest.fn()
-  
-  render(<Form onSubmit={onSubmit} />)
-  
-  // userEvent methods are async
-  await user.type(screen.getByLabelText('Email'), 'test@example.com')
-  await user.click(screen.getByRole('button', { name: /submit/i }))
-  
-  await waitFor(() => {
-    expect(onSubmit).toHaveBeenCalledWith({ email: 'test@example.com' })
-  })
-})
-```
-
-## Fake Timers
-
-### When to Use Fake Timers
-
-- Testing components with `setTimeout`/`setInterval`
-- Testing debounce/throttle behavior
-- Testing animations or delayed transitions
-- Testing polling or retry logic
-
-### Basic Fake Timer Setup
-
-```typescript
-describe('Debounced Search', () => {
-  beforeEach(() => {
-    jest.useFakeTimers()
-  })
-
-  afterEach(() => {
-    jest.useRealTimers()
-  })
-
-  it('should debounce search input', async () => {
-    const onSearch = jest.fn()
-    render(<SearchInput onSearch={onSearch} debounceMs={300} />)
-    
-    // Type in the input
-    fireEvent.change(screen.getByRole('textbox'), { target: { value: 'query' } })
-    
-    // Search not called immediately
-    expect(onSearch).not.toHaveBeenCalled()
-    
-    // Advance timers
-    jest.advanceTimersByTime(300)
-    
-    // Now search is called
-    expect(onSearch).toHaveBeenCalledWith('query')
-  })
-})
-```
-
-### Fake Timers with Async Code
-
-```typescript
-it('should retry on failure', async () => {
-  jest.useFakeTimers()
-  const fetchData = jest.fn()
-    .mockRejectedValueOnce(new Error('Network error'))
-    .mockResolvedValueOnce({ data: 'success' })
-  
-  render(<RetryComponent fetchData={fetchData} retryDelayMs={1000} />)
-  
-  // First call fails
-  await waitFor(() => {
-    expect(fetchData).toHaveBeenCalledTimes(1)
-  })
-  
-  // Advance timer for retry
-  jest.advanceTimersByTime(1000)
-  
-  // Second call succeeds
-  await waitFor(() => {
-    expect(fetchData).toHaveBeenCalledTimes(2)
-    expect(screen.getByText('success')).toBeInTheDocument()
-  })
-  
-  jest.useRealTimers()
-})
-```
-
-### Common Fake Timer Utilities
-
-```typescript
-// Run all pending timers
-jest.runAllTimers()
-
-// Run only pending timers (not new ones created during execution)
-jest.runOnlyPendingTimers()
-
-// Advance by specific time
-jest.advanceTimersByTime(1000)
-
-// Get current fake time
-jest.now()
-
-// Clear all timers
-jest.clearAllTimers()
-```
-
-## API Testing Patterns
-
-### Loading → Success → Error States
-
-```typescript
-describe('DataFetcher', () => {
-  beforeEach(() => {
-    jest.clearAllMocks()
-  })
-
-  it('should show loading state', () => {
-    mockedApi.fetchData.mockImplementation(() => new Promise(() => {})) // Never resolves
-    
-    render(<DataFetcher />)
-    
-    expect(screen.getByTestId('loading-spinner')).toBeInTheDocument()
-  })
-
-  it('should show data on success', async () => {
-    mockedApi.fetchData.mockResolvedValue({ items: ['Item 1', 'Item 2'] })
-    
-    render(<DataFetcher />)
-    
-    // Use findBy* for multiple async elements (better error messages than waitFor with multiple assertions)
-    const item1 = await screen.findByText('Item 1')
-    const item2 = await screen.findByText('Item 2')
-    expect(item1).toBeInTheDocument()
-    expect(item2).toBeInTheDocument()
-    
-    expect(screen.queryByTestId('loading-spinner')).not.toBeInTheDocument()
-  })
-
-  it('should show error on failure', async () => {
-    mockedApi.fetchData.mockRejectedValue(new Error('Failed to fetch'))
-    
-    render(<DataFetcher />)
-    
-    await waitFor(() => {
-      expect(screen.getByText(/failed to fetch/i)).toBeInTheDocument()
-    })
-  })
-
-  it('should retry on error', async () => {
-    mockedApi.fetchData.mockRejectedValue(new Error('Network error'))
-    
-    render(<DataFetcher />)
-    
-    await waitFor(() => {
-      expect(screen.getByRole('button', { name: /retry/i })).toBeInTheDocument()
-    })
-    
-    mockedApi.fetchData.mockResolvedValue({ items: ['Item 1'] })
-    fireEvent.click(screen.getByRole('button', { name: /retry/i }))
-    
-    await waitFor(() => {
-      expect(screen.getByText('Item 1')).toBeInTheDocument()
-    })
-  })
-})
-```
-
-### Testing Mutations
-
-```typescript
-it('should submit form and show success', async () => {
-  const user = userEvent.setup()
-  mockedApi.createItem.mockResolvedValue({ id: '1', name: 'New Item' })
-  
-  render(<CreateItemForm />)
-  
-  await user.type(screen.getByLabelText('Name'), 'New Item')
-  await user.click(screen.getByRole('button', { name: /create/i }))
-  
-  // Button should be disabled during submission
-  expect(screen.getByRole('button', { name: /creating/i })).toBeDisabled()
-  
-  await waitFor(() => {
-    expect(screen.getByText(/created successfully/i)).toBeInTheDocument()
-  })
-  
-  expect(mockedApi.createItem).toHaveBeenCalledWith({ name: 'New Item' })
-})
-```
-
-## useEffect Testing
-
-### Testing Effect Execution
-
-```typescript
-it('should fetch data on mount', async () => {
-  const fetchData = jest.fn().mockResolvedValue({ data: 'test' })
-  
-  render(<ComponentWithEffect fetchData={fetchData} />)
-  
-  await waitFor(() => {
-    expect(fetchData).toHaveBeenCalledTimes(1)
-  })
-})
-```
-
-### Testing Effect Dependencies
-
-```typescript
-it('should refetch when id changes', async () => {
-  const fetchData = jest.fn().mockResolvedValue({ data: 'test' })
-  
-  const { rerender } = render(<ComponentWithEffect id="1" fetchData={fetchData} />)
-  
-  await waitFor(() => {
-    expect(fetchData).toHaveBeenCalledWith('1')
-  })
-  
-  rerender(<ComponentWithEffect id="2" fetchData={fetchData} />)
-  
-  await waitFor(() => {
-    expect(fetchData).toHaveBeenCalledWith('2')
-    expect(fetchData).toHaveBeenCalledTimes(2)
-  })
-})
-```
-
-### Testing Effect Cleanup
-
-```typescript
-it('should cleanup subscription on unmount', () => {
-  const subscribe = jest.fn()
-  const unsubscribe = jest.fn()
-  subscribe.mockReturnValue(unsubscribe)
-  
-  const { unmount } = render(<SubscriptionComponent subscribe={subscribe} />)
-  
-  expect(subscribe).toHaveBeenCalledTimes(1)
-  
-  unmount()
-  
-  expect(unsubscribe).toHaveBeenCalledTimes(1)
-})
-```
-
-## Common Async Pitfalls
-
-### ❌ Don't: Forget to await
-
-```typescript
-// Bad - test may pass even if assertion fails
-it('should load data', () => {
-  render(<Component />)
-  waitFor(() => {
-    expect(screen.getByText('Data')).toBeInTheDocument()
-  })
-})
-
-// Good - properly awaited
-it('should load data', async () => {
-  render(<Component />)
-  await waitFor(() => {
-    expect(screen.getByText('Data')).toBeInTheDocument()
-  })
-})
-```
-
-### ❌ Don't: Use multiple assertions in single waitFor
-
-```typescript
-// Bad - if first assertion fails, won't know about second
-await waitFor(() => {
-  expect(screen.getByText('Title')).toBeInTheDocument()
-  expect(screen.getByText('Description')).toBeInTheDocument()
-})
-
-// Good - separate waitFor or use findBy
-const title = await screen.findByText('Title')
-const description = await screen.findByText('Description')
-expect(title).toBeInTheDocument()
-expect(description).toBeInTheDocument()
-```
-
-### ❌ Don't: Mix fake timers with real async
-
-```typescript
-// Bad - fake timers don't work well with real Promises
-jest.useFakeTimers()
-await waitFor(() => {
-  expect(screen.getByText('Data')).toBeInTheDocument()
-}) // May timeout!
-
-// Good - use runAllTimers or advanceTimersByTime
-jest.useFakeTimers()
-render(<Component />)
-jest.runAllTimers()
-expect(screen.getByText('Data')).toBeInTheDocument()
-```

.claude/skills/frontend-testing/guides/common-patterns.md

@@ -1,449 +0,0 @@
-# Common Testing Patterns
-
-## Query Priority
-
-Use queries in this order (most to least preferred):
-
-```typescript
-// 1. getByRole - Most recommended (accessibility)
-screen.getByRole('button', { name: /submit/i })
-screen.getByRole('textbox', { name: /email/i })
-screen.getByRole('heading', { level: 1 })
-
-// 2. getByLabelText - Form fields
-screen.getByLabelText('Email address')
-screen.getByLabelText(/password/i)
-
-// 3. getByPlaceholderText - When no label
-screen.getByPlaceholderText('Search...')
-
-// 4. getByText - Non-interactive elements
-screen.getByText('Welcome to Dify')
-screen.getByText(/loading/i)
-
-// 5. getByDisplayValue - Current input value
-screen.getByDisplayValue('current value')
-
-// 6. getByAltText - Images
-screen.getByAltText('Company logo')
-
-// 7. getByTitle - Tooltip elements
-screen.getByTitle('Close')
-
-// 8. getByTestId - Last resort only!
-screen.getByTestId('custom-element')
-```
-
-## Event Handling Patterns
-
-### Click Events
-
-```typescript
-// Basic click
-fireEvent.click(screen.getByRole('button'))
-
-// With userEvent (preferred for realistic interaction)
-const user = userEvent.setup()
-await user.click(screen.getByRole('button'))
-
-// Double click
-await user.dblClick(screen.getByRole('button'))
-
-// Right click
-await user.pointer({ keys: '[MouseRight]', target: screen.getByRole('button') })
-```
-
-### Form Input
-
-```typescript
-const user = userEvent.setup()
-
-// Type in input
-await user.type(screen.getByRole('textbox'), 'Hello World')
-
-// Clear and type
-await user.clear(screen.getByRole('textbox'))
-await user.type(screen.getByRole('textbox'), 'New value')
-
-// Select option
-await user.selectOptions(screen.getByRole('combobox'), 'option-value')
-
-// Check checkbox
-await user.click(screen.getByRole('checkbox'))
-
-// Upload file
-const file = new File(['content'], 'test.pdf', { type: 'application/pdf' })
-await user.upload(screen.getByLabelText(/upload/i), file)
-```
-
-### Keyboard Events
-
-```typescript
-const user = userEvent.setup()
-
-// Press Enter
-await user.keyboard('{Enter}')
-
-// Press Escape
-await user.keyboard('{Escape}')
-
-// Keyboard shortcut
-await user.keyboard('{Control>}a{/Control}') // Ctrl+A
-
-// Tab navigation
-await user.tab()
-
-// Arrow keys
-await user.keyboard('{ArrowDown}')
-await user.keyboard('{ArrowUp}')
-```
-
-## Component State Testing
-
-### Testing State Transitions
-
-```typescript
-describe('Counter', () => {
-  it('should increment count', async () => {
-    const user = userEvent.setup()
-    render(<Counter initialCount={0} />)
-    
-    // Initial state
-    expect(screen.getByText('Count: 0')).toBeInTheDocument()
-    
-    // Trigger transition
-    await user.click(screen.getByRole('button', { name: /increment/i }))
-    
-    // New state
-    expect(screen.getByText('Count: 1')).toBeInTheDocument()
-  })
-})
-```
-
-### Testing Controlled Components
-
-```typescript
-describe('ControlledInput', () => {
-  it('should call onChange with new value', async () => {
-    const user = userEvent.setup()
-    const handleChange = jest.fn()
-    
-    render(<ControlledInput value="" onChange={handleChange} />)
-    
-    await user.type(screen.getByRole('textbox'), 'a')
-    
-    expect(handleChange).toHaveBeenCalledWith('a')
-  })
-
-  it('should display controlled value', () => {
-    render(<ControlledInput value="controlled" onChange={jest.fn()} />)
-    
-    expect(screen.getByRole('textbox')).toHaveValue('controlled')
-  })
-})
-```
-
-## Conditional Rendering Testing
-
-```typescript
-describe('ConditionalComponent', () => {
-  it('should show loading state', () => {
-    render(<DataDisplay isLoading={true} data={null} />)
-    
-    expect(screen.getByText(/loading/i)).toBeInTheDocument()
-    expect(screen.queryByTestId('data-content')).not.toBeInTheDocument()
-  })
-
-  it('should show error state', () => {
-    render(<DataDisplay isLoading={false} data={null} error="Failed to load" />)
-    
-    expect(screen.getByText(/failed to load/i)).toBeInTheDocument()
-  })
-
-  it('should show data when loaded', () => {
-    render(<DataDisplay isLoading={false} data={{ name: 'Test' }} />)
-    
-    expect(screen.getByText('Test')).toBeInTheDocument()
-  })
-
-  it('should show empty state when no data', () => {
-    render(<DataDisplay isLoading={false} data={[]} />)
-    
-    expect(screen.getByText(/no data/i)).toBeInTheDocument()
-  })
-})
-```
-
-## List Rendering Testing
-
-```typescript
-describe('ItemList', () => {
-  const items = [
-    { id: '1', name: 'Item 1' },
-    { id: '2', name: 'Item 2' },
-    { id: '3', name: 'Item 3' },
-  ]
-
-  it('should render all items', () => {
-    render(<ItemList items={items} />)
-    
-    expect(screen.getAllByRole('listitem')).toHaveLength(3)
-    items.forEach(item => {
-      expect(screen.getByText(item.name)).toBeInTheDocument()
-    })
-  })
-
-  it('should handle item selection', async () => {
-    const user = userEvent.setup()
-    const onSelect = jest.fn()
-    
-    render(<ItemList items={items} onSelect={onSelect} />)
-    
-    await user.click(screen.getByText('Item 2'))
-    
-    expect(onSelect).toHaveBeenCalledWith(items[1])
-  })
-
-  it('should handle empty list', () => {
-    render(<ItemList items={[]} />)
-    
-    expect(screen.getByText(/no items/i)).toBeInTheDocument()
-  })
-})
-```
-
-## Modal/Dialog Testing
-
-```typescript
-describe('Modal', () => {
-  it('should not render when closed', () => {
-    render(<Modal isOpen={false} onClose={jest.fn()} />)
-    
-    expect(screen.queryByRole('dialog')).not.toBeInTheDocument()
-  })
-
-  it('should render when open', () => {
-    render(<Modal isOpen={true} onClose={jest.fn()} />)
-    
-    expect(screen.getByRole('dialog')).toBeInTheDocument()
-  })
-
-  it('should call onClose when clicking overlay', async () => {
-    const user = userEvent.setup()
-    const handleClose = jest.fn()
-    
-    render(<Modal isOpen={true} onClose={handleClose} />)
-    
-    await user.click(screen.getByTestId('modal-overlay'))
-    
-    expect(handleClose).toHaveBeenCalled()
-  })
-
-  it('should call onClose when pressing Escape', async () => {
-    const user = userEvent.setup()
-    const handleClose = jest.fn()
-    
-    render(<Modal isOpen={true} onClose={handleClose} />)
-    
-    await user.keyboard('{Escape}')
-    
-    expect(handleClose).toHaveBeenCalled()
-  })
-
-  it('should trap focus inside modal', async () => {
-    const user = userEvent.setup()
-    
-    render(
-      <Modal isOpen={true} onClose={jest.fn()}>
-        <button>First</button>
-        <button>Second</button>
-      </Modal>
-    )
-    
-    // Focus should cycle within modal
-    await user.tab()
-    expect(screen.getByText('First')).toHaveFocus()
-    
-    await user.tab()
-    expect(screen.getByText('Second')).toHaveFocus()
-    
-    await user.tab()
-    expect(screen.getByText('First')).toHaveFocus() // Cycles back
-  })
-})
-```
-
-## Form Testing
-
-```typescript
-describe('LoginForm', () => {
-  it('should submit valid form', async () => {
-    const user = userEvent.setup()
-    const onSubmit = jest.fn()
-    
-    render(<LoginForm onSubmit={onSubmit} />)
-    
-    await user.type(screen.getByLabelText(/email/i), 'test@example.com')
-    await user.type(screen.getByLabelText(/password/i), 'password123')
-    await user.click(screen.getByRole('button', { name: /sign in/i }))
-    
-    expect(onSubmit).toHaveBeenCalledWith({
-      email: 'test@example.com',
-      password: 'password123',
-    })
-  })
-
-  it('should show validation errors', async () => {
-    const user = userEvent.setup()
-    
-    render(<LoginForm onSubmit={jest.fn()} />)
-    
-    // Submit empty form
-    await user.click(screen.getByRole('button', { name: /sign in/i }))
-    
-    expect(screen.getByText(/email is required/i)).toBeInTheDocument()
-    expect(screen.getByText(/password is required/i)).toBeInTheDocument()
-  })
-
-  it('should validate email format', async () => {
-    const user = userEvent.setup()
-    
-    render(<LoginForm onSubmit={jest.fn()} />)
-    
-    await user.type(screen.getByLabelText(/email/i), 'invalid-email')
-    await user.click(screen.getByRole('button', { name: /sign in/i }))
-    
-    expect(screen.getByText(/invalid email/i)).toBeInTheDocument()
-  })
-
-  it('should disable submit button while submitting', async () => {
-    const user = userEvent.setup()
-    const onSubmit = jest.fn(() => new Promise(resolve => setTimeout(resolve, 100)))
-    
-    render(<LoginForm onSubmit={onSubmit} />)
-    
-    await user.type(screen.getByLabelText(/email/i), 'test@example.com')
-    await user.type(screen.getByLabelText(/password/i), 'password123')
-    await user.click(screen.getByRole('button', { name: /sign in/i }))
-    
-    expect(screen.getByRole('button', { name: /signing in/i })).toBeDisabled()
-    
-    await waitFor(() => {
-      expect(screen.getByRole('button', { name: /sign in/i })).toBeEnabled()
-    })
-  })
-})
-```
-
-## Data-Driven Tests with test.each
-
-```typescript
-describe('StatusBadge', () => {
-  test.each([
-    ['success', 'bg-green-500'],
-    ['warning', 'bg-yellow-500'],
-    ['error', 'bg-red-500'],
-    ['info', 'bg-blue-500'],
-  ])('should apply correct class for %s status', (status, expectedClass) => {
-    render(<StatusBadge status={status} />)
-    
-    expect(screen.getByTestId('status-badge')).toHaveClass(expectedClass)
-  })
-
-  test.each([
-    { input: null, expected: 'Unknown' },
-    { input: undefined, expected: 'Unknown' },
-    { input: '', expected: 'Unknown' },
-    { input: 'invalid', expected: 'Unknown' },
-  ])('should show "Unknown" for invalid input: $input', ({ input, expected }) => {
-    render(<StatusBadge status={input} />)
-    
-    expect(screen.getByText(expected)).toBeInTheDocument()
-  })
-})
-```
-
-## Debugging Tips
-
-```typescript
-// Print entire DOM
-screen.debug()
-
-// Print specific element
-screen.debug(screen.getByRole('button'))
-
-// Log testing playground URL
-screen.logTestingPlaygroundURL()
-
-// Pretty print DOM
-import { prettyDOM } from '@testing-library/react'
-console.log(prettyDOM(screen.getByRole('dialog')))
-
-// Check available roles
-import { getRoles } from '@testing-library/react'
-console.log(getRoles(container))
-```
-
-## Common Mistakes to Avoid
-
-### ❌ Don't Use Implementation Details
-
-```typescript
-// Bad - testing implementation
-expect(component.state.isOpen).toBe(true)
-expect(wrapper.find('.internal-class').length).toBe(1)
-
-// Good - testing behavior
-expect(screen.getByRole('dialog')).toBeInTheDocument()
-```
-
-### ❌ Don't Forget Cleanup
-
-```typescript
-// Bad - may leak state between tests
-it('test 1', () => {
-  render(<Component />)
-})
-
-// Good - cleanup is automatic with RTL, but reset mocks
-beforeEach(() => {
-  jest.clearAllMocks()
-})
-```
-
-### ❌ Don't Use Exact String Matching (Prefer Black-Box Assertions)
-
-```typescript
-// ❌ Bad - hardcoded strings are brittle
-expect(screen.getByText('Submit Form')).toBeInTheDocument()
-expect(screen.getByText('Loading...')).toBeInTheDocument()
-
-// ✅ Good - role-based queries (most semantic)
-expect(screen.getByRole('button', { name: /submit/i })).toBeInTheDocument()
-expect(screen.getByRole('status')).toBeInTheDocument()
-
-// ✅ Good - pattern matching (flexible)
-expect(screen.getByText(/submit/i)).toBeInTheDocument()
-expect(screen.getByText(/loading/i)).toBeInTheDocument()
-
-// ✅ Good - test behavior, not exact UI text
-expect(screen.getByRole('button')).toBeDisabled()
-expect(screen.getByRole('alert')).toBeInTheDocument()
-```
-
-**Why prefer black-box assertions?**
-
-- Text content may change (i18n, copy updates)
-- Role-based queries test accessibility
-- Pattern matching is resilient to minor changes
-- Tests focus on behavior, not implementation details
-
-### ❌ Don't Assert on Absence Without Query
-
-```typescript
-// Bad - throws if not found
-expect(screen.getByText('Error')).not.toBeInTheDocument() // Error!
-
-// Good - use queryBy for absence assertions
-expect(screen.queryByText('Error')).not.toBeInTheDocument()
-```

.claude/skills/frontend-testing/guides/domain-components.md

@@ -1,523 +0,0 @@
-# Domain-Specific Component Testing
-
-This guide covers testing patterns for Dify's domain-specific components.
-
-## Workflow Components (`workflow/`)
-
-Workflow components handle node configuration, data flow, and graph operations.
-
-### Key Test Areas
-
-1. **Node Configuration**
-1. **Data Validation**
-1. **Variable Passing**
-1. **Edge Connections**
-1. **Error Handling**
-
-### Example: Node Configuration Panel
-
-```typescript
-import { render, screen, fireEvent, waitFor } from '@testing-library/react'
-import userEvent from '@testing-library/user-event'
-import NodeConfigPanel from './node-config-panel'
-import { createMockNode, createMockWorkflowContext } from '@/__mocks__/workflow'
-
-// Mock workflow context
-jest.mock('@/app/components/workflow/hooks', () => ({
-  useWorkflowStore: () => mockWorkflowStore,
-  useNodesInteractions: () => mockNodesInteractions,
-}))
-
-let mockWorkflowStore = {
-  nodes: [],
-  edges: [],
-  updateNode: jest.fn(),
-}
-
-let mockNodesInteractions = {
-  handleNodeSelect: jest.fn(),
-  handleNodeDelete: jest.fn(),
-}
-
-describe('NodeConfigPanel', () => {
-  beforeEach(() => {
-    jest.clearAllMocks()
-    mockWorkflowStore = {
-      nodes: [],
-      edges: [],
-      updateNode: jest.fn(),
-    }
-  })
-
-  describe('Node Configuration', () => {
-    it('should render node type selector', () => {
-      const node = createMockNode({ type: 'llm' })
-      render(<NodeConfigPanel node={node} />)
-      
-      expect(screen.getByLabelText(/model/i)).toBeInTheDocument()
-    })
-
-    it('should update node config on change', async () => {
-      const user = userEvent.setup()
-      const node = createMockNode({ type: 'llm' })
-      
-      render(<NodeConfigPanel node={node} />)
-      
-      await user.selectOptions(screen.getByLabelText(/model/i), 'gpt-4')
-      
-      expect(mockWorkflowStore.updateNode).toHaveBeenCalledWith(
-        node.id,
-        expect.objectContaining({ model: 'gpt-4' })
-      )
-    })
-  })
-
-  describe('Data Validation', () => {
-    it('should show error for invalid input', async () => {
-      const user = userEvent.setup()
-      const node = createMockNode({ type: 'code' })
-      
-      render(<NodeConfigPanel node={node} />)
-      
-      // Enter invalid code
-      const codeInput = screen.getByLabelText(/code/i)
-      await user.clear(codeInput)
-      await user.type(codeInput, 'invalid syntax {{{')
-      
-      await waitFor(() => {
-        expect(screen.getByText(/syntax error/i)).toBeInTheDocument()
-      })
-    })
-
-    it('should validate required fields', async () => {
-      const node = createMockNode({ type: 'http', data: { url: '' } })
-      
-      render(<NodeConfigPanel node={node} />)
-      
-      fireEvent.click(screen.getByRole('button', { name: /save/i }))
-      
-      await waitFor(() => {
-        expect(screen.getByText(/url is required/i)).toBeInTheDocument()
-      })
-    })
-  })
-
-  describe('Variable Passing', () => {
-    it('should display available variables from upstream nodes', () => {
-      const upstreamNode = createMockNode({
-        id: 'node-1',
-        type: 'start',
-        data: { outputs: [{ name: 'user_input', type: 'string' }] },
-      })
-      const currentNode = createMockNode({
-        id: 'node-2',
-        type: 'llm',
-      })
-      
-      mockWorkflowStore.nodes = [upstreamNode, currentNode]
-      mockWorkflowStore.edges = [{ source: 'node-1', target: 'node-2' }]
-      
-      render(<NodeConfigPanel node={currentNode} />)
-      
-      // Variable selector should show upstream variables
-      fireEvent.click(screen.getByRole('button', { name: /add variable/i }))
-      
-      expect(screen.getByText('user_input')).toBeInTheDocument()
-    })
-
-    it('should insert variable into prompt template', async () => {
-      const user = userEvent.setup()
-      const node = createMockNode({ type: 'llm' })
-      
-      render(<NodeConfigPanel node={node} />)
-      
-      // Click variable button
-      await user.click(screen.getByRole('button', { name: /insert variable/i }))
-      await user.click(screen.getByText('user_input'))
-      
-      const promptInput = screen.getByLabelText(/prompt/i)
-      expect(promptInput).toHaveValue(expect.stringContaining('{{user_input}}'))
-    })
-  })
-})
-```
-
-## Dataset Components (`dataset/`)
-
-Dataset components handle file uploads, data display, and search/filter operations.
-
-### Key Test Areas
-
-1. **File Upload**
-1. **File Type Validation**
-1. **Pagination**
-1. **Search & Filtering**
-1. **Data Format Handling**
-
-### Example: Document Uploader
-
-```typescript
-import { render, screen, fireEvent, waitFor } from '@testing-library/react'
-import userEvent from '@testing-library/user-event'
-import DocumentUploader from './document-uploader'
-
-jest.mock('@/service/datasets', () => ({
-  uploadDocument: jest.fn(),
-  parseDocument: jest.fn(),
-}))
-
-import * as datasetService from '@/service/datasets'
-const mockedService = datasetService as jest.Mocked<typeof datasetService>
-
-describe('DocumentUploader', () => {
-  beforeEach(() => {
-    jest.clearAllMocks()
-  })
-
-  describe('File Upload', () => {
-    it('should accept valid file types', async () => {
-      const user = userEvent.setup()
-      const onUpload = jest.fn()
-      mockedService.uploadDocument.mockResolvedValue({ id: 'doc-1' })
-      
-      render(<DocumentUploader onUpload={onUpload} />)
-      
-      const file = new File(['content'], 'test.pdf', { type: 'application/pdf' })
-      const input = screen.getByLabelText(/upload/i)
-      
-      await user.upload(input, file)
-      
-      await waitFor(() => {
-        expect(mockedService.uploadDocument).toHaveBeenCalledWith(
-          expect.any(FormData)
-        )
-      })
-    })
-
-    it('should reject invalid file types', async () => {
-      const user = userEvent.setup()
-      
-      render(<DocumentUploader />)
-      
-      const file = new File(['content'], 'test.exe', { type: 'application/x-msdownload' })
-      const input = screen.getByLabelText(/upload/i)
-      
-      await user.upload(input, file)
-      
-      expect(screen.getByText(/unsupported file type/i)).toBeInTheDocument()
-      expect(mockedService.uploadDocument).not.toHaveBeenCalled()
-    })
-
-    it('should show upload progress', async () => {
-      const user = userEvent.setup()
-      
-      // Mock upload with progress
-      mockedService.uploadDocument.mockImplementation(() => {
-        return new Promise((resolve) => {
-          setTimeout(() => resolve({ id: 'doc-1' }), 100)
-        })
-      })
-      
-      render(<DocumentUploader />)
-      
-      const file = new File(['content'], 'test.pdf', { type: 'application/pdf' })
-      await user.upload(screen.getByLabelText(/upload/i), file)
-      
-      expect(screen.getByRole('progressbar')).toBeInTheDocument()
-      
-      await waitFor(() => {
-        expect(screen.queryByRole('progressbar')).not.toBeInTheDocument()
-      })
-    })
-  })
-
-  describe('Error Handling', () => {
-    it('should handle upload failure', async () => {
-      const user = userEvent.setup()
-      mockedService.uploadDocument.mockRejectedValue(new Error('Upload failed'))
-      
-      render(<DocumentUploader />)
-      
-      const file = new File(['content'], 'test.pdf', { type: 'application/pdf' })
-      await user.upload(screen.getByLabelText(/upload/i), file)
-      
-      await waitFor(() => {
-        expect(screen.getByText(/upload failed/i)).toBeInTheDocument()
-      })
-    })
-
-    it('should allow retry after failure', async () => {
-      const user = userEvent.setup()
-      mockedService.uploadDocument
-        .mockRejectedValueOnce(new Error('Network error'))
-        .mockResolvedValueOnce({ id: 'doc-1' })
-      
-      render(<DocumentUploader />)
-      
-      const file = new File(['content'], 'test.pdf', { type: 'application/pdf' })
-      await user.upload(screen.getByLabelText(/upload/i), file)
-      
-      await waitFor(() => {
-        expect(screen.getByRole('button', { name: /retry/i })).toBeInTheDocument()
-      })
-      
-      await user.click(screen.getByRole('button', { name: /retry/i }))
-      
-      await waitFor(() => {
-        expect(screen.getByText(/uploaded successfully/i)).toBeInTheDocument()
-      })
-    })
-  })
-})
-```
-
-### Example: Document List with Pagination
-
-```typescript
-describe('DocumentList', () => {
-  describe('Pagination', () => {
-    it('should load first page on mount', async () => {
-      mockedService.getDocuments.mockResolvedValue({
-        data: [{ id: '1', name: 'Doc 1' }],
-        total: 50,
-        page: 1,
-        pageSize: 10,
-      })
-      
-      render(<DocumentList datasetId="ds-1" />)
-      
-      await waitFor(() => {
-        expect(screen.getByText('Doc 1')).toBeInTheDocument()
-      })
-      
-      expect(mockedService.getDocuments).toHaveBeenCalledWith('ds-1', { page: 1 })
-    })
-
-    it('should navigate to next page', async () => {
-      const user = userEvent.setup()
-      mockedService.getDocuments.mockResolvedValue({
-        data: [{ id: '1', name: 'Doc 1' }],
-        total: 50,
-        page: 1,
-        pageSize: 10,
-      })
-      
-      render(<DocumentList datasetId="ds-1" />)
-      
-      await waitFor(() => {
-        expect(screen.getByText('Doc 1')).toBeInTheDocument()
-      })
-      
-      mockedService.getDocuments.mockResolvedValue({
-        data: [{ id: '11', name: 'Doc 11' }],
-        total: 50,
-        page: 2,
-        pageSize: 10,
-      })
-      
-      await user.click(screen.getByRole('button', { name: /next/i }))
-      
-      await waitFor(() => {
-        expect(screen.getByText('Doc 11')).toBeInTheDocument()
-      })
-    })
-  })
-
-  describe('Search & Filtering', () => {
-    it('should filter by search query', async () => {
-      const user = userEvent.setup()
-      jest.useFakeTimers()
-      
-      render(<DocumentList datasetId="ds-1" />)
-      
-      await user.type(screen.getByPlaceholderText(/search/i), 'test query')
-      
-      // Debounce
-      jest.advanceTimersByTime(300)
-      
-      await waitFor(() => {
-        expect(mockedService.getDocuments).toHaveBeenCalledWith(
-          'ds-1',
-          expect.objectContaining({ search: 'test query' })
-        )
-      })
-      
-      jest.useRealTimers()
-    })
-  })
-})
-```
-
-## Configuration Components (`app/configuration/`, `config/`)
-
-Configuration components handle forms, validation, and data persistence.
-
-### Key Test Areas
-
-1. **Form Validation**
-1. **Save/Reset**
-1. **Required vs Optional Fields**
-1. **Configuration Persistence**
-1. **Error Feedback**
-
-### Example: App Configuration Form
-
-```typescript
-import { render, screen, fireEvent, waitFor } from '@testing-library/react'
-import userEvent from '@testing-library/user-event'
-import AppConfigForm from './app-config-form'
-
-jest.mock('@/service/apps', () => ({
-  updateAppConfig: jest.fn(),
-  getAppConfig: jest.fn(),
-}))
-
-import * as appService from '@/service/apps'
-const mockedService = appService as jest.Mocked<typeof appService>
-
-describe('AppConfigForm', () => {
-  const defaultConfig = {
-    name: 'My App',
-    description: '',
-    icon: 'default',
-    openingStatement: '',
-  }
-
-  beforeEach(() => {
-    jest.clearAllMocks()
-    mockedService.getAppConfig.mockResolvedValue(defaultConfig)
-  })
-
-  describe('Form Validation', () => {
-    it('should require app name', async () => {
-      const user = userEvent.setup()
-      
-      render(<AppConfigForm appId="app-1" />)
-      
-      await waitFor(() => {
-        expect(screen.getByLabelText(/name/i)).toHaveValue('My App')
-      })
-      
-      // Clear name field
-      await user.clear(screen.getByLabelText(/name/i))
-      await user.click(screen.getByRole('button', { name: /save/i }))
-      
-      expect(screen.getByText(/name is required/i)).toBeInTheDocument()
-      expect(mockedService.updateAppConfig).not.toHaveBeenCalled()
-    })
-
-    it('should validate name length', async () => {
-      const user = userEvent.setup()
-      
-      render(<AppConfigForm appId="app-1" />)
-      
-      await waitFor(() => {
-        expect(screen.getByLabelText(/name/i)).toBeInTheDocument()
-      })
-      
-      // Enter very long name
-      await user.clear(screen.getByLabelText(/name/i))
-      await user.type(screen.getByLabelText(/name/i), 'a'.repeat(101))
-      
-      expect(screen.getByText(/name must be less than 100 characters/i)).toBeInTheDocument()
-    })
-
-    it('should allow empty optional fields', async () => {
-      const user = userEvent.setup()
-      mockedService.updateAppConfig.mockResolvedValue({ success: true })
-      
-      render(<AppConfigForm appId="app-1" />)
-      
-      await waitFor(() => {
-        expect(screen.getByLabelText(/name/i)).toHaveValue('My App')
-      })
-      
-      // Leave description empty (optional)
-      await user.click(screen.getByRole('button', { name: /save/i }))
-      
-      await waitFor(() => {
-        expect(mockedService.updateAppConfig).toHaveBeenCalled()
-      })
-    })
-  })
-
-  describe('Save/Reset Functionality', () => {
-    it('should save configuration', async () => {
-      const user = userEvent.setup()
-      mockedService.updateAppConfig.mockResolvedValue({ success: true })
-      
-      render(<AppConfigForm appId="app-1" />)
-      
-      await waitFor(() => {
-        expect(screen.getByLabelText(/name/i)).toHaveValue('My App')
-      })
-      
-      await user.clear(screen.getByLabelText(/name/i))
-      await user.type(screen.getByLabelText(/name/i), 'Updated App')
-      await user.click(screen.getByRole('button', { name: /save/i }))
-      
-      await waitFor(() => {
-        expect(mockedService.updateAppConfig).toHaveBeenCalledWith(
-          'app-1',
-          expect.objectContaining({ name: 'Updated App' })
-        )
-      })
-      
-      expect(screen.getByText(/saved successfully/i)).toBeInTheDocument()
-    })
-
-    it('should reset to default values', async () => {
-      const user = userEvent.setup()
-      
-      render(<AppConfigForm appId="app-1" />)
-      
-      await waitFor(() => {
-        expect(screen.getByLabelText(/name/i)).toHaveValue('My App')
-      })
-      
-      // Make changes
-      await user.clear(screen.getByLabelText(/name/i))
-      await user.type(screen.getByLabelText(/name/i), 'Changed Name')
-      
-      // Reset
-      await user.click(screen.getByRole('button', { name: /reset/i }))
-      
-      expect(screen.getByLabelText(/name/i)).toHaveValue('My App')
-    })
-
-    it('should show unsaved changes warning', async () => {
-      const user = userEvent.setup()
-      
-      render(<AppConfigForm appId="app-1" />)
-      
-      await waitFor(() => {
-        expect(screen.getByLabelText(/name/i)).toHaveValue('My App')
-      })
-      
-      // Make changes
-      await user.type(screen.getByLabelText(/name/i), ' Updated')
-      
-      expect(screen.getByText(/unsaved changes/i)).toBeInTheDocument()
-    })
-  })
-
-  describe('Error Handling', () => {
-    it('should show error on save failure', async () => {
-      const user = userEvent.setup()
-      mockedService.updateAppConfig.mockRejectedValue(new Error('Server error'))
-      
-      render(<AppConfigForm appId="app-1" />)
-      
-      await waitFor(() => {
-        expect(screen.getByLabelText(/name/i)).toHaveValue('My App')
-      })
-      
-      await user.click(screen.getByRole('button', { name: /save/i }))
-      
-      await waitFor(() => {
-        expect(screen.getByText(/failed to save/i)).toBeInTheDocument()
-      })
-    })
-  })
-})
-```

.claude/skills/frontend-testing/guides/mocking.md

@@ -1,363 +0,0 @@
-# Mocking Guide for Dify Frontend Tests
-
-## ⚠️ Important: What NOT to Mock
-
-### DO NOT Mock Base Components
-
-**Never mock components from `@/app/components/base/`** such as:
-
-- `Loading`, `Spinner`
-- `Button`, `Input`, `Select`
-- `Tooltip`, `Modal`, `Dropdown`
-- `Icon`, `Badge`, `Tag`
-
-**Why?**
-
-- Base components will have their own dedicated tests
-- Mocking them creates false positives (tests pass but real integration fails)
-- Using real components tests actual integration behavior
-
-```typescript
-// ❌ WRONG: Don't mock base components
-jest.mock('@/app/components/base/loading', () => () => <div>Loading</div>)
-jest.mock('@/app/components/base/button', () => ({ children }: any) => <button>{children}</button>)
-
-// ✅ CORRECT: Import and use real base components
-import Loading from '@/app/components/base/loading'
-import Button from '@/app/components/base/button'
-// They will render normally in tests
-```
-
-### What TO Mock
-
-Only mock these categories:
-
-1. **API services** (`@/service/*`) - Network calls
-1. **Complex context providers** - When setup is too difficult
-1. **Third-party libraries with side effects** - `next/navigation`, external SDKs
-1. **i18n** - Always mock to return keys
-
-## Mock Placement
-
-| Location | Purpose |
-|----------|---------|
-| `web/__mocks__/` | Reusable mocks shared across multiple test files |
-| Test file | Test-specific mocks, inline with `jest.mock()` |
-
-## Essential Mocks
-
-### 1. i18n (Auto-loaded via Shared Mock)
-
-A shared mock is available at `web/__mocks__/react-i18next.ts` and is auto-loaded by Jest.
-**No explicit mock needed** for most tests - it returns translation keys as-is.
-
-For tests requiring custom translations, override the mock:
-
-```typescript
-jest.mock('react-i18next', () => ({
-  useTranslation: () => ({
-    t: (key: string) => {
-      const translations: Record<string, string> = {
-        'my.custom.key': 'Custom translation',
-      }
-      return translations[key] || key
-    },
-  }),
-}))
-```
-
-### 2. Next.js Router
-
-```typescript
-const mockPush = jest.fn()
-const mockReplace = jest.fn()
-
-jest.mock('next/navigation', () => ({
-  useRouter: () => ({
-    push: mockPush,
-    replace: mockReplace,
-    back: jest.fn(),
-    prefetch: jest.fn(),
-  }),
-  usePathname: () => '/current-path',
-  useSearchParams: () => new URLSearchParams('?key=value'),
-}))
-
-describe('Component', () => {
-  beforeEach(() => {
-    jest.clearAllMocks()
-  })
-
-  it('should navigate on click', () => {
-    render(<Component />)
-    fireEvent.click(screen.getByRole('button'))
-    expect(mockPush).toHaveBeenCalledWith('/expected-path')
-  })
-})
-```
-
-### 3. Portal Components (with Shared State)
-
-```typescript
-// ⚠️ Important: Use shared state for components that depend on each other
-let mockPortalOpenState = false
-
-jest.mock('@/app/components/base/portal-to-follow-elem', () => ({
-  PortalToFollowElem: ({ children, open, ...props }: any) => {
-    mockPortalOpenState = open || false  // Update shared state
-    return <div data-testid="portal" data-open={open}>{children}</div>
-  },
-  PortalToFollowElemContent: ({ children }: any) => {
-    // ✅ Matches actual: returns null when portal is closed
-    if (!mockPortalOpenState) return null
-    return <div data-testid="portal-content">{children}</div>
-  },
-  PortalToFollowElemTrigger: ({ children }: any) => (
-    <div data-testid="portal-trigger">{children}</div>
-  ),
-}))
-
-describe('Component', () => {
-  beforeEach(() => {
-    jest.clearAllMocks()
-    mockPortalOpenState = false  // ✅ Reset shared state
-  })
-})
-```
-
-### 4. API Service Mocks
-
-```typescript
-import * as api from '@/service/api'
-
-jest.mock('@/service/api')
-
-const mockedApi = api as jest.Mocked<typeof api>
-
-describe('Component', () => {
-  beforeEach(() => {
-    jest.clearAllMocks()
-    
-    // Setup default mock implementation
-    mockedApi.fetchData.mockResolvedValue({ data: [] })
-  })
-
-  it('should show data on success', async () => {
-    mockedApi.fetchData.mockResolvedValue({ data: [{ id: 1 }] })
-    
-    render(<Component />)
-    
-    await waitFor(() => {
-      expect(screen.getByText('1')).toBeInTheDocument()
-    })
-  })
-
-  it('should show error on failure', async () => {
-    mockedApi.fetchData.mockRejectedValue(new Error('Network error'))
-    
-    render(<Component />)
-    
-    await waitFor(() => {
-      expect(screen.getByText(/error/i)).toBeInTheDocument()
-    })
-  })
-})
-```
-
-### 5. HTTP Mocking with Nock
-
-```typescript
-import nock from 'nock'
-
-const GITHUB_HOST = 'https://api.github.com'
-const GITHUB_PATH = '/repos/owner/repo'
-
-const mockGithubApi = (status: number, body: Record<string, unknown>, delayMs = 0) => {
-  return nock(GITHUB_HOST)
-    .get(GITHUB_PATH)
-    .delay(delayMs)
-    .reply(status, body)
-}
-
-describe('GithubComponent', () => {
-  afterEach(() => {
-    nock.cleanAll()
-  })
-
-  it('should display repo info', async () => {
-    mockGithubApi(200, { name: 'dify', stars: 1000 })
-    
-    render(<GithubComponent />)
-    
-    await waitFor(() => {
-      expect(screen.getByText('dify')).toBeInTheDocument()
-    })
-  })
-
-  it('should handle API error', async () => {
-    mockGithubApi(500, { message: 'Server error' })
-    
-    render(<GithubComponent />)
-    
-    await waitFor(() => {
-      expect(screen.getByText(/error/i)).toBeInTheDocument()
-    })
-  })
-})
-```
-
-### 6. Context Providers
-
-```typescript
-import { ProviderContext } from '@/context/provider-context'
-import { createMockProviderContextValue, createMockPlan } from '@/__mocks__/provider-context'
-
-describe('Component with Context', () => {
-  it('should render for free plan', () => {
-    const mockContext = createMockPlan('sandbox')
-    
-    render(
-      <ProviderContext.Provider value={mockContext}>
-        <Component />
-      </ProviderContext.Provider>
-    )
-    
-    expect(screen.getByText('Upgrade')).toBeInTheDocument()
-  })
-
-  it('should render for pro plan', () => {
-    const mockContext = createMockPlan('professional')
-    
-    render(
-      <ProviderContext.Provider value={mockContext}>
-        <Component />
-      </ProviderContext.Provider>
-    )
-    
-    expect(screen.queryByText('Upgrade')).not.toBeInTheDocument()
-  })
-})
-```
-
-### 7. SWR / React Query
-
-```typescript
-// SWR
-jest.mock('swr', () => ({
-  __esModule: true,
-  default: jest.fn(),
-}))
-
-import useSWR from 'swr'
-const mockedUseSWR = useSWR as jest.Mock
-
-describe('Component with SWR', () => {
-  it('should show loading state', () => {
-    mockedUseSWR.mockReturnValue({
-      data: undefined,
-      error: undefined,
-      isLoading: true,
-    })
-    
-    render(<Component />)
-    expect(screen.getByText(/loading/i)).toBeInTheDocument()
-  })
-})
-
-// React Query
-import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
-
-const createTestQueryClient = () => new QueryClient({
-  defaultOptions: {
-    queries: { retry: false },
-    mutations: { retry: false },
-  },
-})
-
-const renderWithQueryClient = (ui: React.ReactElement) => {
-  const queryClient = createTestQueryClient()
-  return render(
-    <QueryClientProvider client={queryClient}>
-      {ui}
-    </QueryClientProvider>
-  )
-}
-```
-
-## Mock Best Practices
-
-### ✅ DO
-
-1. **Use real base components** - Import from `@/app/components/base/` directly
-1. **Use real project components** - Prefer importing over mocking
-1. **Reset mocks in `beforeEach`**, not `afterEach`
-1. **Match actual component behavior** in mocks (when mocking is necessary)
-1. **Use factory functions** for complex mock data
-1. **Import actual types** for type safety
-1. **Reset shared mock state** in `beforeEach`
-
-### ❌ DON'T
-
-1. **Don't mock base components** (`Loading`, `Button`, `Tooltip`, etc.)
-1. Don't mock components you can import directly
-1. Don't create overly simplified mocks that miss conditional logic
-1. Don't forget to clean up nock after each test
-1. Don't use `any` types in mocks without necessity
-
-### Mock Decision Tree
-
-```
-Need to use a component in test?
-│
-├─ Is it from @/app/components/base/*?
-│  └─ YES → Import real component, DO NOT mock
-│
-├─ Is it a project component?
-│  └─ YES → Prefer importing real component
-│           Only mock if setup is extremely complex
-│
-├─ Is it an API service (@/service/*)?
-│  └─ YES → Mock it
-│
-├─ Is it a third-party lib with side effects?
-│  └─ YES → Mock it (next/navigation, external SDKs)
-│
-└─ Is it i18n?
-   └─ YES → Uses shared mock (auto-loaded). Override only for custom translations
-```
-
-## Factory Function Pattern
-
-```typescript
-// __mocks__/data-factories.ts
-import type { User, Project } from '@/types'
-
-export const createMockUser = (overrides: Partial<User> = {}): User => ({
-  id: 'user-1',
-  name: 'Test User',
-  email: 'test@example.com',
-  role: 'member',
-  createdAt: new Date().toISOString(),
-  ...overrides,
-})
-
-export const createMockProject = (overrides: Partial<Project> = {}): Project => ({
-  id: 'project-1',
-  name: 'Test Project',
-  description: 'A test project',
-  owner: createMockUser(),
-  members: [],
-  createdAt: new Date().toISOString(),
-  ...overrides,
-})
-
-// Usage in tests
-it('should display project owner', () => {
-  const project = createMockProject({
-    owner: createMockUser({ name: 'John Doe' }),
-  })
-  
-  render(<ProjectCard project={project} />)
-  expect(screen.getByText('John Doe')).toBeInTheDocument()
-})
-```

.claude/skills/frontend-testing/guides/workflow.md

@@ -1,269 +0,0 @@
-# Testing Workflow Guide
-
-This guide defines the workflow for generating tests, especially for complex components or directories with multiple files.
-
-## Scope Clarification
-
-This guide addresses **multi-file workflow** (how to process multiple test files). For coverage requirements within a single test file, see `web/testing/testing.md` § Coverage Goals.
-
-| Scope | Rule |
-|-------|------|
-| **Single file** | Complete coverage in one generation (100% function, >95% branch) |
-| **Multi-file directory** | Process one file at a time, verify each before proceeding |
-
-## ⚠️ Critical Rule: Incremental Approach for Multi-File Testing
-
-When testing a **directory with multiple files**, **NEVER generate all test files at once.** Use an incremental, verify-as-you-go approach.
-
-### Why Incremental?
-
-| Batch Approach (❌) | Incremental Approach (✅) |
-|---------------------|---------------------------|
-| Generate 5+ tests at once | Generate 1 test at a time |
-| Run tests only at the end | Run test immediately after each file |
-| Multiple failures compound | Single point of failure, easy to debug |
-| Hard to identify root cause | Clear cause-effect relationship |
-| Mock issues affect many files | Mock issues caught early |
-| Messy git history | Clean, atomic commits possible |
-
-## Single File Workflow
-
-When testing a **single component, hook, or utility**:
-
-```
-1. Read source code completely
-2. Run `pnpm analyze-component <path>` (if available)
-3. Check complexity score and features detected
-4. Write the test file
-5. Run test: `pnpm test -- <file>.spec.tsx`
-6. Fix any failures
-7. Verify coverage meets goals (100% function, >95% branch)
-```
-
-## Directory/Multi-File Workflow (MUST FOLLOW)
-
-When testing a **directory or multiple files**, follow this strict workflow:
-
-### Step 1: Analyze and Plan
-
-1. **List all files** that need tests in the directory
-1. **Categorize by complexity**:
-   - 🟢 **Simple**: Utility functions, simple hooks, presentational components
-   - 🟡 **Medium**: Components with state, effects, or event handlers
-   - 🔴 **Complex**: Components with API calls, routing, or many dependencies
-1. **Order by dependency**: Test dependencies before dependents
-1. **Create a todo list** to track progress
-
-### Step 2: Determine Processing Order
-
-Process files in this recommended order:
-
-```
-1. Utility functions (simplest, no React)
-2. Custom hooks (isolated logic)
-3. Simple presentational components (few/no props)
-4. Medium complexity components (state, effects)
-5. Complex components (API, routing, many deps)
-6. Container/index components (integration tests - last)
-```
-
-**Rationale**:
-
-- Simpler files help establish mock patterns
-- Hooks used by components should be tested first
-- Integration tests (index files) depend on child components working
-
-### Step 3: Process Each File Incrementally
-
-**For EACH file in the ordered list:**
-
-```
-┌─────────────────────────────────────────────┐
-│  1. Write test file                         │
-│  2. Run: pnpm test -- <file>.spec.tsx       │
-│  3. If FAIL → Fix immediately, re-run       │
-│  4. If PASS → Mark complete in todo list    │
-│  5. ONLY THEN proceed to next file          │
-└─────────────────────────────────────────────┘
-```
-
-**DO NOT proceed to the next file until the current one passes.**
-
-### Step 4: Final Verification
-
-After all individual tests pass:
-
-```bash
-# Run all tests in the directory together
-pnpm test -- path/to/directory/
-
-# Check coverage
-pnpm test -- --coverage path/to/directory/
-```
-
-## Component Complexity Guidelines
-
-Use `pnpm analyze-component <path>` to assess complexity before testing.
-
-### 🔴 Very Complex Components (Complexity > 50)
-
-**Consider refactoring BEFORE testing:**
-
-- Break component into smaller, testable pieces
-- Extract complex logic into custom hooks
-- Separate container and presentational layers
-
-**If testing as-is:**
-
-- Use integration tests for complex workflows
-- Use `test.each()` for data-driven testing
-- Multiple `describe` blocks for organization
-- Consider testing major sections separately
-
-### 🟡 Medium Complexity (Complexity 30-50)
-
-- Group related tests in `describe` blocks
-- Test integration scenarios between internal parts
-- Focus on state transitions and side effects
-- Use helper functions to reduce test complexity
-
-### 🟢 Simple Components (Complexity < 30)
-
-- Standard test structure
-- Focus on props, rendering, and edge cases
-- Usually straightforward to test
-
-### 📏 Large Files (500+ lines)
-
-Regardless of complexity score:
-
-- **Strongly consider refactoring** before testing
-- If testing as-is, test major sections separately
-- Create helper functions for test setup
-- May need multiple test files
-
-## Todo List Format
-
-When testing multiple files, use a todo list like this:
-
-```
-Testing: path/to/directory/
-
-Ordered by complexity (simple → complex):
-
-☐ utils/helper.ts           [utility, simple]
-☐ hooks/use-custom-hook.ts  [hook, simple]
-☐ empty-state.tsx           [component, simple]
-☐ item-card.tsx             [component, medium]
-☐ list.tsx                  [component, complex]
-☐ index.tsx                 [integration]
-
-Progress: 0/6 complete
-```
-
-Update status as you complete each:
-
-- ☐ → ⏳ (in progress)
-- ⏳ → ✅ (complete and verified)
-- ⏳ → ❌ (blocked, needs attention)
-
-## When to Stop and Verify
-
-**Always run tests after:**
-
-- Completing a test file
-- Making changes to fix a failure
-- Modifying shared mocks
-- Updating test utilities or helpers
-
-**Signs you should pause:**
-
-- More than 2 consecutive test failures
-- Mock-related errors appearing
-- Unclear why a test is failing
-- Test passing but coverage unexpectedly low
-
-## Common Pitfalls to Avoid
-
-### ❌ Don't: Generate Everything First
-
-```
-# BAD: Writing all files then testing
-Write component-a.spec.tsx
-Write component-b.spec.tsx  
-Write component-c.spec.tsx
-Write component-d.spec.tsx
-Run pnpm test  ← Multiple failures, hard to debug
-```
-
-### ✅ Do: Verify Each Step
-
-```
-# GOOD: Incremental with verification
-Write component-a.spec.tsx
-Run pnpm test -- component-a.spec.tsx ✅
-Write component-b.spec.tsx
-Run pnpm test -- component-b.spec.tsx ✅
-...continue...
-```
-
-### ❌ Don't: Skip Verification for "Simple" Components
-
-Even simple components can have:
-
-- Import errors
-- Missing mock setup
-- Incorrect assumptions about props
-
-**Always verify, regardless of perceived simplicity.**
-
-### ❌ Don't: Continue When Tests Fail
-
-Failing tests compound:
-
-- A mock issue in file A affects files B, C, D
-- Fixing A later requires revisiting all dependent tests
-- Time wasted on debugging cascading failures
-
-**Fix failures immediately before proceeding.**
-
-## Integration with Claude's Todo Feature
-
-When using Claude for multi-file testing:
-
-1. **Ask Claude to create a todo list** before starting
-1. **Request one file at a time** or ensure Claude processes incrementally
-1. **Verify each test passes** before asking for the next
-1. **Mark todos complete** as you progress
-
-Example prompt:
-
-```
-Test all components in `path/to/directory/`.
-First, analyze the directory and create a todo list ordered by complexity.
-Then, process ONE file at a time, waiting for my confirmation that tests pass
-before proceeding to the next.
-```
-
-## Summary Checklist
-
-Before starting multi-file testing:
-
-- [ ] Listed all files needing tests
-- [ ] Ordered by complexity (simple → complex)
-- [ ] Created todo list for tracking
-- [ ] Understand dependencies between files
-
-During testing:
-
-- [ ] Processing ONE file at a time
-- [ ] Running tests after EACH file
-- [ ] Fixing failures BEFORE proceeding
-- [ ] Updating todo list progress
-
-After completion:
-
-- [ ] All individual tests pass
-- [ ] Full directory test run passes
-- [ ] Coverage goals met
-- [ ] Todo list shows all complete

.claude/skills/frontend-testing/templates/component-test.template.tsx

@@ -1,296 +0,0 @@
-/**
- * Test Template for React Components
- *
- * WHY THIS STRUCTURE?
- * - Organized sections make tests easy to navigate and maintain
- * - Mocks at top ensure consistent test isolation
- * - Factory functions reduce duplication and improve readability
- * - describe blocks group related scenarios for better debugging
- *
- * INSTRUCTIONS:
- * 1. Replace `ComponentName` with your component name
- * 2. Update import path
- * 3. Add/remove test sections based on component features (use analyze-component)
- * 4. Follow AAA pattern: Arrange → Act → Assert
- *
- * RUN FIRST: pnpm analyze-component <path> to identify required test scenarios
- */
-
-import { render, screen, fireEvent, waitFor } from '@testing-library/react'
-import userEvent from '@testing-library/user-event'
-// import ComponentName from './index'
-
-// ============================================================================
-// Mocks
-// ============================================================================
-// WHY: Mocks must be hoisted to top of file (Jest requirement).
-// They run BEFORE imports, so keep them before component imports.
-
-// i18n (automatically mocked)
-// WHY: Shared mock at web/__mocks__/react-i18next.ts is auto-loaded by Jest
-// No explicit mock needed - it returns translation keys as-is
-// Override only if custom translations are required:
-// jest.mock('react-i18next', () => ({
-//   useTranslation: () => ({
-//     t: (key: string) => {
-//       const customTranslations: Record<string, string> = {
-//         'my.custom.key': 'Custom Translation',
-//       }
-//       return customTranslations[key] || key
-//     },
-//   }),
-// }))
-
-// Router (if component uses useRouter, usePathname, useSearchParams)
-// WHY: Isolates tests from Next.js routing, enables testing navigation behavior
-// const mockPush = jest.fn()
-// jest.mock('next/navigation', () => ({
-//   useRouter: () => ({ push: mockPush }),
-//   usePathname: () => '/test-path',
-// }))
-
-// API services (if component fetches data)
-// WHY: Prevents real network calls, enables testing all states (loading/success/error)
-// jest.mock('@/service/api')
-// import * as api from '@/service/api'
-// const mockedApi = api as jest.Mocked<typeof api>
-
-// Shared mock state (for portal/dropdown components)
-// WHY: Portal components like PortalToFollowElem need shared state between
-// parent and child mocks to correctly simulate open/close behavior
-// let mockOpenState = false
-
-// ============================================================================
-// Test Data Factories
-// ============================================================================
-// WHY FACTORIES?
-// - Avoid hard-coded test data scattered across tests
-// - Easy to create variations with overrides
-// - Type-safe when using actual types from source
-// - Single source of truth for default test values
-
-// const createMockProps = (overrides = {}) => ({
-//   // Default props that make component render successfully
-//   ...overrides,
-// })
-
-// const createMockItem = (overrides = {}) => ({
-//   id: 'item-1',
-//   name: 'Test Item',
-//   ...overrides,
-// })
-
-// ============================================================================
-// Test Helpers
-// ============================================================================
-
-// const renderComponent = (props = {}) => {
-//   return render(<ComponentName {...createMockProps(props)} />)
-// }
-
-// ============================================================================
-// Tests
-// ============================================================================
-
-describe('ComponentName', () => {
-  // WHY beforeEach with clearAllMocks?
-  // - Ensures each test starts with clean slate
-  // - Prevents mock call history from leaking between tests
-  // - MUST be beforeEach (not afterEach) to reset BEFORE assertions like toHaveBeenCalledTimes
-  beforeEach(() => {
-    jest.clearAllMocks()
-    // Reset shared mock state if used (CRITICAL for portal/dropdown tests)
-    // mockOpenState = false
-  })
-
-  // --------------------------------------------------------------------------
-  // Rendering Tests (REQUIRED - Every component MUST have these)
-  // --------------------------------------------------------------------------
-  // WHY: Catches import errors, missing providers, and basic render issues
-  describe('Rendering', () => {
-    it('should render without crashing', () => {
-      // Arrange - Setup data and mocks
-      // const props = createMockProps()
-
-      // Act - Render the component
-      // render(<ComponentName {...props} />)
-
-      // Assert - Verify expected output
-      // Prefer getByRole for accessibility; it's what users "see"
-      // expect(screen.getByRole('...')).toBeInTheDocument()
-    })
-
-    it('should render with default props', () => {
-      // WHY: Verifies component works without optional props
-      // render(<ComponentName />)
-      // expect(screen.getByText('...')).toBeInTheDocument()
-    })
-  })
-
-  // --------------------------------------------------------------------------
-  // Props Tests (REQUIRED - Every component MUST test prop behavior)
-  // --------------------------------------------------------------------------
-  // WHY: Props are the component's API contract. Test them thoroughly.
-  describe('Props', () => {
-    it('should apply custom className', () => {
-      // WHY: Common pattern in Dify - components should merge custom classes
-      // render(<ComponentName className="custom-class" />)
-      // expect(screen.getByTestId('component')).toHaveClass('custom-class')
-    })
-
-    it('should use default values for optional props', () => {
-      // WHY: Verifies TypeScript defaults work at runtime
-      // render(<ComponentName />)
-      // expect(screen.getByRole('...')).toHaveAttribute('...', 'default-value')
-    })
-  })
-
-  // --------------------------------------------------------------------------
-  // User Interactions (if component has event handlers - on*, handle*)
-  // --------------------------------------------------------------------------
-  // WHY: Event handlers are core functionality. Test from user's perspective.
-  describe('User Interactions', () => {
-    it('should call onClick when clicked', async () => {
-      // WHY userEvent over fireEvent?
-      // - userEvent simulates real user behavior (focus, hover, then click)
-      // - fireEvent is lower-level, doesn't trigger all browser events
-      // const user = userEvent.setup()
-      // const handleClick = jest.fn()
-      // render(<ComponentName onClick={handleClick} />)
-      //
-      // await user.click(screen.getByRole('button'))
-      //
-      // expect(handleClick).toHaveBeenCalledTimes(1)
-    })
-
-    it('should call onChange when value changes', async () => {
-      // const user = userEvent.setup()
-      // const handleChange = jest.fn()
-      // render(<ComponentName onChange={handleChange} />)
-      //
-      // await user.type(screen.getByRole('textbox'), 'new value')
-      //
-      // expect(handleChange).toHaveBeenCalled()
-    })
-  })
-
-  // --------------------------------------------------------------------------
-  // State Management (if component uses useState/useReducer)
-  // --------------------------------------------------------------------------
-  // WHY: Test state through observable UI changes, not internal state values
-  describe('State Management', () => {
-    it('should update state on interaction', async () => {
-      // WHY test via UI, not state?
-      // - State is implementation detail; UI is what users see
-      // - If UI works correctly, state must be correct
-      // const user = userEvent.setup()
-      // render(<ComponentName />)
-      //
-      // // Initial state - verify what user sees
-      // expect(screen.getByText('Initial')).toBeInTheDocument()
-      //
-      // // Trigger state change via user action
-      // await user.click(screen.getByRole('button'))
-      //
-      // // New state - verify UI updated
-      // expect(screen.getByText('Updated')).toBeInTheDocument()
-    })
-  })
-
-  // --------------------------------------------------------------------------
-  // Async Operations (if component fetches data - useSWR, useQuery, fetch)
-  // --------------------------------------------------------------------------
-  // WHY: Async operations have 3 states users experience: loading, success, error
-  describe('Async Operations', () => {
-    it('should show loading state', () => {
-      // WHY never-resolving promise?
-      // - Keeps component in loading state for assertion
-      // - Alternative: use fake timers
-      // mockedApi.fetchData.mockImplementation(() => new Promise(() => {}))
-      // render(<ComponentName />)
-      //
-      // expect(screen.getByText(/loading/i)).toBeInTheDocument()
-    })
-
-    it('should show data on success', async () => {
-      // WHY waitFor?
-      // - Component updates asynchronously after fetch resolves
-      // - waitFor retries assertion until it passes or times out
-      // mockedApi.fetchData.mockResolvedValue({ items: ['Item 1'] })
-      // render(<ComponentName />)
-      //
-      // await waitFor(() => {
-      //   expect(screen.getByText('Item 1')).toBeInTheDocument()
-      // })
-    })
-
-    it('should show error on failure', async () => {
-      // mockedApi.fetchData.mockRejectedValue(new Error('Network error'))
-      // render(<ComponentName />)
-      //
-      // await waitFor(() => {
-      //   expect(screen.getByText(/error/i)).toBeInTheDocument()
-      // })
-    })
-  })
-
-  // --------------------------------------------------------------------------
-  // Edge Cases (REQUIRED - Every component MUST handle edge cases)
-  // --------------------------------------------------------------------------
-  // WHY: Real-world data is messy. Components must handle:
-  // - Null/undefined from API failures or optional fields
-  // - Empty arrays/strings from user clearing data
-  // - Boundary values (0, MAX_INT, special characters)
-  describe('Edge Cases', () => {
-    it('should handle null value', () => {
-      // WHY test null specifically?
-      // - API might return null for missing data
-      // - Prevents "Cannot read property of null" in production
-      // render(<ComponentName value={null} />)
-      // expect(screen.getByText(/no data/i)).toBeInTheDocument()
-    })
-
-    it('should handle undefined value', () => {
-      // WHY test undefined separately from null?
-      // - TypeScript treats them differently
-      // - Optional props are undefined, not null
-      // render(<ComponentName value={undefined} />)
-      // expect(screen.getByText(/no data/i)).toBeInTheDocument()
-    })
-
-    it('should handle empty array', () => {
-      // WHY: Empty state often needs special UI (e.g., "No items yet")
-      // render(<ComponentName items={[]} />)
-      // expect(screen.getByText(/empty/i)).toBeInTheDocument()
-    })
-
-    it('should handle empty string', () => {
-      // WHY: Empty strings are truthy in JS but visually empty
-      // render(<ComponentName text="" />)
-      // expect(screen.getByText(/placeholder/i)).toBeInTheDocument()
-    })
-  })
-
-  // --------------------------------------------------------------------------
-  // Accessibility (optional but recommended for Dify's enterprise users)
-  // --------------------------------------------------------------------------
-  // WHY: Dify has enterprise customers who may require accessibility compliance
-  describe('Accessibility', () => {
-    it('should have accessible name', () => {
-      // WHY getByRole with name?
-      // - Tests that screen readers can identify the element
-      // - Enforces proper labeling practices
-      // render(<ComponentName label="Test Label" />)
-      // expect(screen.getByRole('button', { name: /test label/i })).toBeInTheDocument()
-    })
-
-    it('should support keyboard navigation', async () => {
-      // WHY: Some users can't use a mouse
-      // const user = userEvent.setup()
-      // render(<ComponentName />)
-      //
-      // await user.tab()
-      // expect(screen.getByRole('button')).toHaveFocus()
-    })
-  })
-})

.claude/skills/frontend-testing/templates/hook-test.template.ts

@@ -1,207 +0,0 @@
-/**
- * Test Template for Custom Hooks
- *
- * Instructions:
- * 1. Replace `useHookName` with your hook name
- * 2. Update import path
- * 3. Add/remove test sections based on hook features
- */
-
-import { renderHook, act, waitFor } from '@testing-library/react'
-// import { useHookName } from './use-hook-name'
-
-// ============================================================================
-// Mocks
-// ============================================================================
-
-// API services (if hook fetches data)
-// jest.mock('@/service/api')
-// import * as api from '@/service/api'
-// const mockedApi = api as jest.Mocked<typeof api>
-
-// ============================================================================
-// Test Helpers
-// ============================================================================
-
-// Wrapper for hooks that need context
-// const createWrapper = (contextValue = {}) => {
-//   return ({ children }: { children: React.ReactNode }) => (
-//     <SomeContext.Provider value={contextValue}>
-//       {children}
-//     </SomeContext.Provider>
-//   )
-// }
-
-// ============================================================================
-// Tests
-// ============================================================================
-
-describe('useHookName', () => {
-  beforeEach(() => {
-    jest.clearAllMocks()
-  })
-
-  // --------------------------------------------------------------------------
-  // Initial State
-  // --------------------------------------------------------------------------
-  describe('Initial State', () => {
-    it('should return initial state', () => {
-      // const { result } = renderHook(() => useHookName())
-      //
-      // expect(result.current.value).toBe(initialValue)
-      // expect(result.current.isLoading).toBe(false)
-    })
-
-    it('should accept initial value from props', () => {
-      // const { result } = renderHook(() => useHookName({ initialValue: 'custom' }))
-      //
-      // expect(result.current.value).toBe('custom')
-    })
-  })
-
-  // --------------------------------------------------------------------------
-  // State Updates
-  // --------------------------------------------------------------------------
-  describe('State Updates', () => {
-    it('should update value when setValue is called', () => {
-      // const { result } = renderHook(() => useHookName())
-      //
-      // act(() => {
-      //   result.current.setValue('new value')
-      // })
-      //
-      // expect(result.current.value).toBe('new value')
-    })
-
-    it('should reset to initial value', () => {
-      // const { result } = renderHook(() => useHookName({ initialValue: 'initial' }))
-      //
-      // act(() => {
-      //   result.current.setValue('changed')
-      // })
-      // expect(result.current.value).toBe('changed')
-      //
-      // act(() => {
-      //   result.current.reset()
-      // })
-      // expect(result.current.value).toBe('initial')
-    })
-  })
-
-  // --------------------------------------------------------------------------
-  // Async Operations
-  // --------------------------------------------------------------------------
-  describe('Async Operations', () => {
-    it('should fetch data on mount', async () => {
-      // mockedApi.fetchData.mockResolvedValue({ data: 'test' })
-      //
-      // const { result } = renderHook(() => useHookName())
-      //
-      // // Initially loading
-      // expect(result.current.isLoading).toBe(true)
-      //
-      // // Wait for data
-      // await waitFor(() => {
-      //   expect(result.current.isLoading).toBe(false)
-      // })
-      //
-      // expect(result.current.data).toEqual({ data: 'test' })
-    })
-
-    it('should handle fetch error', async () => {
-      // mockedApi.fetchData.mockRejectedValue(new Error('Network error'))
-      //
-      // const { result } = renderHook(() => useHookName())
-      //
-      // await waitFor(() => {
-      //   expect(result.current.error).toBeTruthy()
-      // })
-      //
-      // expect(result.current.error?.message).toBe('Network error')
-    })
-
-    it('should refetch when dependency changes', async () => {
-      // mockedApi.fetchData.mockResolvedValue({ data: 'test' })
-      //
-      // const { result, rerender } = renderHook(
-      //   ({ id }) => useHookName(id),
-      //   { initialProps: { id: '1' } }
-      // )
-      //
-      // await waitFor(() => {
-      //   expect(mockedApi.fetchData).toHaveBeenCalledWith('1')
-      // })
-      //
-      // rerender({ id: '2' })
-      //
-      // await waitFor(() => {
-      //   expect(mockedApi.fetchData).toHaveBeenCalledWith('2')
-      // })
-    })
-  })
-
-  // --------------------------------------------------------------------------
-  // Side Effects
-  // --------------------------------------------------------------------------
-  describe('Side Effects', () => {
-    it('should call callback when value changes', () => {
-      // const callback = jest.fn()
-      // const { result } = renderHook(() => useHookName({ onChange: callback }))
-      //
-      // act(() => {
-      //   result.current.setValue('new value')
-      // })
-      //
-      // expect(callback).toHaveBeenCalledWith('new value')
-    })
-
-    it('should cleanup on unmount', () => {
-      // const cleanup = jest.fn()
-      // jest.spyOn(window, 'addEventListener')
-      // jest.spyOn(window, 'removeEventListener')
-      //
-      // const { unmount } = renderHook(() => useHookName())
-      //
-      // expect(window.addEventListener).toHaveBeenCalled()
-      //
-      // unmount()
-      //
-      // expect(window.removeEventListener).toHaveBeenCalled()
-    })
-  })
-
-  // --------------------------------------------------------------------------
-  // Edge Cases
-  // --------------------------------------------------------------------------
-  describe('Edge Cases', () => {
-    it('should handle null input', () => {
-      // const { result } = renderHook(() => useHookName(null))
-      //
-      // expect(result.current.value).toBeNull()
-    })
-
-    it('should handle rapid updates', () => {
-      // const { result } = renderHook(() => useHookName())
-      //
-      // act(() => {
-      //   result.current.setValue('1')
-      //   result.current.setValue('2')
-      //   result.current.setValue('3')
-      // })
-      //
-      // expect(result.current.value).toBe('3')
-    })
-  })
-
-  // --------------------------------------------------------------------------
-  // With Context (if hook uses context)
-  // --------------------------------------------------------------------------
-  describe('With Context', () => {
-    it('should use context value', () => {
-      // const wrapper = createWrapper({ someValue: 'context-value' })
-      // const { result } = renderHook(() => useHookName(), { wrapper })
-      //
-      // expect(result.current.contextValue).toBe('context-value')
-    })
-  })
-})

.claude/skills/frontend-testing/templates/utility-test.template.ts

@@ -1,154 +0,0 @@
-/**
- * Test Template for Utility Functions
- *
- * Instructions:
- * 1. Replace `utilityFunction` with your function name
- * 2. Update import path
- * 3. Use test.each for data-driven tests
- */
-
-// import { utilityFunction } from './utility'
-
-// ============================================================================
-// Tests
-// ============================================================================
-
-describe('utilityFunction', () => {
-  // --------------------------------------------------------------------------
-  // Basic Functionality
-  // --------------------------------------------------------------------------
-  describe('Basic Functionality', () => {
-    it('should return expected result for valid input', () => {
-      // expect(utilityFunction('input')).toBe('expected-output')
-    })
-
-    it('should handle multiple arguments', () => {
-      // expect(utilityFunction('a', 'b', 'c')).toBe('abc')
-    })
-  })
-
-  // --------------------------------------------------------------------------
-  // Data-Driven Tests
-  // --------------------------------------------------------------------------
-  describe('Input/Output Mapping', () => {
-    test.each([
-      // [input, expected]
-      ['input1', 'output1'],
-      ['input2', 'output2'],
-      ['input3', 'output3'],
-    ])('should return %s for input %s', (input, expected) => {
-      // expect(utilityFunction(input)).toBe(expected)
-    })
-  })
-
-  // --------------------------------------------------------------------------
-  // Edge Cases
-  // --------------------------------------------------------------------------
-  describe('Edge Cases', () => {
-    it('should handle empty string', () => {
-      // expect(utilityFunction('')).toBe('')
-    })
-
-    it('should handle null', () => {
-      // expect(utilityFunction(null)).toBe(null)
-      // or
-      // expect(() => utilityFunction(null)).toThrow()
-    })
-
-    it('should handle undefined', () => {
-      // expect(utilityFunction(undefined)).toBe(undefined)
-      // or
-      // expect(() => utilityFunction(undefined)).toThrow()
-    })
-
-    it('should handle empty array', () => {
-      // expect(utilityFunction([])).toEqual([])
-    })
-
-    it('should handle empty object', () => {
-      // expect(utilityFunction({})).toEqual({})
-    })
-  })
-
-  // --------------------------------------------------------------------------
-  // Boundary Conditions
-  // --------------------------------------------------------------------------
-  describe('Boundary Conditions', () => {
-    it('should handle minimum value', () => {
-      // expect(utilityFunction(0)).toBe(0)
-    })
-
-    it('should handle maximum value', () => {
-      // expect(utilityFunction(Number.MAX_SAFE_INTEGER)).toBe(...)
-    })
-
-    it('should handle negative numbers', () => {
-      // expect(utilityFunction(-1)).toBe(...)
-    })
-  })
-
-  // --------------------------------------------------------------------------
-  // Type Coercion (if applicable)
-  // --------------------------------------------------------------------------
-  describe('Type Handling', () => {
-    it('should handle numeric string', () => {
-      // expect(utilityFunction('123')).toBe(123)
-    })
-
-    it('should handle boolean', () => {
-      // expect(utilityFunction(true)).toBe(...)
-    })
-  })
-
-  // --------------------------------------------------------------------------
-  // Error Cases
-  // --------------------------------------------------------------------------
-  describe('Error Handling', () => {
-    it('should throw for invalid input', () => {
-      // expect(() => utilityFunction('invalid')).toThrow('Error message')
-    })
-
-    it('should throw with specific error type', () => {
-      // expect(() => utilityFunction('invalid')).toThrow(ValidationError)
-    })
-  })
-
-  // --------------------------------------------------------------------------
-  // Complex Objects (if applicable)
-  // --------------------------------------------------------------------------
-  describe('Object Handling', () => {
-    it('should preserve object structure', () => {
-      // const input = { a: 1, b: 2 }
-      // expect(utilityFunction(input)).toEqual({ a: 1, b: 2 })
-    })
-
-    it('should handle nested objects', () => {
-      // const input = { nested: { deep: 'value' } }
-      // expect(utilityFunction(input)).toEqual({ nested: { deep: 'transformed' } })
-    })
-
-    it('should not mutate input', () => {
-      // const input = { a: 1 }
-      // const inputCopy = { ...input }
-      // utilityFunction(input)
-      // expect(input).toEqual(inputCopy)
-    })
-  })
-
-  // --------------------------------------------------------------------------
-  // Array Handling (if applicable)
-  // --------------------------------------------------------------------------
-  describe('Array Handling', () => {
-    it('should process all elements', () => {
-      // expect(utilityFunction([1, 2, 3])).toEqual([2, 4, 6])
-    })
-
-    it('should handle single element array', () => {
-      // expect(utilityFunction([1])).toEqual([2])
-    })
-
-    it('should preserve order', () => {
-      // expect(utilityFunction(['c', 'a', 'b'])).toEqual(['c', 'a', 'b'])
-    })
-  })
-})

.coveragerc

@@ -1,5 +0,0 @@
-[run]
-omit =
-    api/tests/*
-    api/migrations/*
-    api/core/rag/datasource/vdb/*

.devcontainer/Dockerfile

@@ -1,4 +1,4 @@
-FROM mcr.microsoft.com/devcontainers/python:3.12-bookworm
+FROM mcr.microsoft.com/devcontainers/python:3.12-bullseye
 
 RUN apt-get update && export DEBIAN_FRONTEND=noninteractive \
      && apt-get -y install libgmp-dev libmpfr-dev libmpc-dev

.devcontainer/devcontainer.json

@@ -11,7 +11,7 @@
 			"nodeGypDependencies": true,
 			"version": "lts"
 		},
-		"ghcr.io/devcontainers-extra/features/npm-package:1": {
+		"ghcr.io/devcontainers-contrib/features/npm-package:1": {
 			"package": "typescript",
 			"version": "latest"
 		},

.devcontainer/post_create_command.sh

@@ -6,10 +6,11 @@ cd web && pnpm install
 pipx install uv
 
 echo "alias start-api=\"cd $WORKSPACE_ROOT/api && uv run python -m flask run --host 0.0.0.0 --port=5001 --debug\"" >> ~/.bashrc
-echo "alias start-worker=\"cd $WORKSPACE_ROOT/api && uv run python -m celery -A app.celery worker -P threads -c 1 --loglevel INFO -Q dataset,priority_dataset,priority_pipeline,pipeline,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,workflow,schedule_poller,schedule_executor,triggered_workflow_dispatcher,trigger_refresh_executor\"" >> ~/.bashrc
+echo "alias start-worker=\"cd $WORKSPACE_ROOT/api && uv run python -m celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion,plugin,workflow_storage\"" >> ~/.bashrc
 echo "alias start-web=\"cd $WORKSPACE_ROOT/web && pnpm dev\"" >> ~/.bashrc
 echo "alias start-web-prod=\"cd $WORKSPACE_ROOT/web && pnpm build && pnpm start\"" >> ~/.bashrc
 echo "alias start-containers=\"cd $WORKSPACE_ROOT/docker && docker-compose -f docker-compose.middleware.yaml -p dify --env-file middleware.env up -d\"" >> ~/.bashrc
 echo "alias stop-containers=\"cd $WORKSPACE_ROOT/docker && docker-compose -f docker-compose.middleware.yaml -p dify --env-file middleware.env down\"" >> ~/.bashrc
 
 source /home/vscode/.bashrc
+

.editorconfig

@@ -29,7 +29,7 @@ trim_trailing_whitespace = false
 
 # Matches multiple files with brace expansion notation
 # Set default charset
-[*.{js,jsx,ts,tsx,mjs}]
+[*.{js,tsx}]
 indent_style = space
 indent_size = 2
 

.github/CODEOWNERS

@@ -1,234 +0,0 @@
-# CODEOWNERS
-# This file defines code ownership for the Dify project.
-# Each line is a file pattern followed by one or more owners.
-# Owners can be @username, @org/team-name, or email addresses.
-# For more information, see: https://docs.github.com/en/repositories/managing-your-repositorys-settings-and-features/customizing-your-repository/about-code-owners
-
-* @crazywoola @laipz8200 @Yeuoly
-
-# Backend (default owner, more specific rules below will override)
-api/ @QuantumGhost
-
-# Backend - MCP
-api/core/mcp/ @Nov1c444
-api/core/entities/mcp_provider.py @Nov1c444
-api/services/tools/mcp_tools_manage_service.py @Nov1c444
-api/controllers/mcp/ @Nov1c444
-api/controllers/console/app/mcp_server.py @Nov1c444
-api/tests/**/*mcp* @Nov1c444
-
-# Backend - Workflow - Engine (Core graph execution engine)
-api/core/workflow/graph_engine/ @laipz8200 @QuantumGhost
-api/core/workflow/runtime/ @laipz8200 @QuantumGhost
-api/core/workflow/graph/ @laipz8200 @QuantumGhost
-api/core/workflow/graph_events/ @laipz8200 @QuantumGhost
-api/core/workflow/node_events/ @laipz8200 @QuantumGhost
-api/core/model_runtime/ @laipz8200 @QuantumGhost
-
-# Backend - Workflow - Nodes (Agent, Iteration, Loop, LLM)
-api/core/workflow/nodes/agent/ @Nov1c444
-api/core/workflow/nodes/iteration/ @Nov1c444
-api/core/workflow/nodes/loop/ @Nov1c444
-api/core/workflow/nodes/llm/ @Nov1c444
-
-# Backend - RAG (Retrieval Augmented Generation)
-api/core/rag/ @JohnJyong
-api/services/rag_pipeline/ @JohnJyong
-api/services/dataset_service.py @JohnJyong
-api/services/knowledge_service.py @JohnJyong
-api/services/external_knowledge_service.py @JohnJyong
-api/services/hit_testing_service.py @JohnJyong
-api/services/metadata_service.py @JohnJyong
-api/services/vector_service.py @JohnJyong
-api/services/entities/knowledge_entities/ @JohnJyong
-api/services/entities/external_knowledge_entities/ @JohnJyong
-api/controllers/console/datasets/ @JohnJyong
-api/controllers/service_api/dataset/ @JohnJyong
-api/models/dataset.py @JohnJyong
-api/tasks/rag_pipeline/ @JohnJyong
-api/tasks/add_document_to_index_task.py @JohnJyong
-api/tasks/batch_clean_document_task.py @JohnJyong
-api/tasks/clean_document_task.py @JohnJyong
-api/tasks/clean_notion_document_task.py @JohnJyong
-api/tasks/document_indexing_task.py @JohnJyong
-api/tasks/document_indexing_sync_task.py @JohnJyong
-api/tasks/document_indexing_update_task.py @JohnJyong
-api/tasks/duplicate_document_indexing_task.py @JohnJyong
-api/tasks/recover_document_indexing_task.py @JohnJyong
-api/tasks/remove_document_from_index_task.py @JohnJyong
-api/tasks/retry_document_indexing_task.py @JohnJyong
-api/tasks/sync_website_document_indexing_task.py @JohnJyong
-api/tasks/batch_create_segment_to_index_task.py @JohnJyong
-api/tasks/create_segment_to_index_task.py @JohnJyong
-api/tasks/delete_segment_from_index_task.py @JohnJyong
-api/tasks/disable_segment_from_index_task.py @JohnJyong
-api/tasks/disable_segments_from_index_task.py @JohnJyong
-api/tasks/enable_segment_to_index_task.py @JohnJyong
-api/tasks/enable_segments_to_index_task.py @JohnJyong
-api/tasks/clean_dataset_task.py @JohnJyong
-api/tasks/deal_dataset_index_update_task.py @JohnJyong
-api/tasks/deal_dataset_vector_index_task.py @JohnJyong
-
-# Backend - Plugins
-api/core/plugin/ @Mairuis @Yeuoly @Stream29
-api/services/plugin/ @Mairuis @Yeuoly @Stream29
-api/controllers/console/workspace/plugin.py @Mairuis @Yeuoly @Stream29
-api/controllers/inner_api/plugin/ @Mairuis @Yeuoly @Stream29
-api/tasks/process_tenant_plugin_autoupgrade_check_task.py @Mairuis @Yeuoly @Stream29
-
-# Backend - Trigger/Schedule/Webhook
-api/controllers/trigger/ @Mairuis @Yeuoly
-api/controllers/console/app/workflow_trigger.py @Mairuis @Yeuoly
-api/controllers/console/workspace/trigger_providers.py @Mairuis @Yeuoly
-api/core/trigger/ @Mairuis @Yeuoly
-api/core/app/layers/trigger_post_layer.py @Mairuis @Yeuoly
-api/services/trigger/ @Mairuis @Yeuoly
-api/models/trigger.py @Mairuis @Yeuoly
-api/fields/workflow_trigger_fields.py @Mairuis @Yeuoly
-api/repositories/workflow_trigger_log_repository.py @Mairuis @Yeuoly
-api/repositories/sqlalchemy_workflow_trigger_log_repository.py @Mairuis @Yeuoly
-api/libs/schedule_utils.py @Mairuis @Yeuoly
-api/services/workflow/scheduler.py @Mairuis @Yeuoly
-api/schedule/trigger_provider_refresh_task.py @Mairuis @Yeuoly
-api/schedule/workflow_schedule_task.py @Mairuis @Yeuoly
-api/tasks/trigger_processing_tasks.py @Mairuis @Yeuoly
-api/tasks/trigger_subscription_refresh_tasks.py @Mairuis @Yeuoly
-api/tasks/workflow_schedule_tasks.py @Mairuis @Yeuoly
-api/tasks/workflow_cfs_scheduler/ @Mairuis @Yeuoly
-api/events/event_handlers/sync_plugin_trigger_when_app_created.py @Mairuis @Yeuoly
-api/events/event_handlers/update_app_triggers_when_app_published_workflow_updated.py @Mairuis @Yeuoly
-api/events/event_handlers/sync_workflow_schedule_when_app_published.py @Mairuis @Yeuoly
-api/events/event_handlers/sync_webhook_when_app_created.py @Mairuis @Yeuoly
-
-# Backend - Async Workflow
-api/services/async_workflow_service.py @Mairuis @Yeuoly
-api/tasks/async_workflow_tasks.py @Mairuis @Yeuoly
-
-# Backend - Billing
-api/services/billing_service.py @hj24 @zyssyz123
-api/controllers/console/billing/ @hj24 @zyssyz123
-
-# Backend - Enterprise
-api/configs/enterprise/ @GarfieldDai @GareArc
-api/services/enterprise/ @GarfieldDai @GareArc
-api/services/feature_service.py @GarfieldDai @GareArc
-api/controllers/console/feature.py @GarfieldDai @GareArc
-api/controllers/web/feature.py @GarfieldDai @GareArc
-
-# Backend - Database Migrations
-api/migrations/ @snakevash @laipz8200
-
-# Frontend
-web/ @iamjoel
-
-# Frontend - App - Orchestration
-web/app/components/workflow/ @iamjoel @zxhlyh
-web/app/components/workflow-app/ @iamjoel @zxhlyh
-web/app/components/app/configuration/ @iamjoel @zxhlyh
-web/app/components/app/app-publisher/ @iamjoel @zxhlyh
-
-# Frontend - WebApp - Chat
-web/app/components/base/chat/ @iamjoel @zxhlyh
-
-# Frontend - WebApp - Completion
-web/app/components/share/text-generation/ @iamjoel @zxhlyh
-
-# Frontend - App - List and Creation
-web/app/components/apps/ @JzoNgKVO @iamjoel
-web/app/components/app/create-app-dialog/ @JzoNgKVO @iamjoel
-web/app/components/app/create-app-modal/ @JzoNgKVO @iamjoel
-web/app/components/app/create-from-dsl-modal/ @JzoNgKVO @iamjoel
-
-# Frontend - App - API Documentation
-web/app/components/develop/ @JzoNgKVO @iamjoel
-
-# Frontend - App - Logs and Annotations
-web/app/components/app/workflow-log/ @JzoNgKVO @iamjoel
-web/app/components/app/log/ @JzoNgKVO @iamjoel
-web/app/components/app/log-annotation/ @JzoNgKVO @iamjoel
-web/app/components/app/annotation/ @JzoNgKVO @iamjoel
-
-# Frontend - App - Monitoring
-web/app/(commonLayout)/app/(appDetailLayout)/\[appId\]/overview/ @JzoNgKVO @iamjoel
-web/app/components/app/overview/ @JzoNgKVO @iamjoel
-
-# Frontend - App - Settings
-web/app/components/app-sidebar/ @JzoNgKVO @iamjoel
-
-# Frontend - RAG - Hit Testing
-web/app/components/datasets/hit-testing/ @JzoNgKVO @iamjoel
-
-# Frontend - RAG - List and Creation
-web/app/components/datasets/list/ @iamjoel @WTW0313
-web/app/components/datasets/create/ @iamjoel @WTW0313
-web/app/components/datasets/create-from-pipeline/ @iamjoel @WTW0313
-web/app/components/datasets/external-knowledge-base/ @iamjoel @WTW0313
-
-# Frontend - RAG - Orchestration (general rule first, specific rules below override)
-web/app/components/rag-pipeline/ @iamjoel @WTW0313
-web/app/components/rag-pipeline/components/rag-pipeline-main.tsx @iamjoel @zxhlyh
-web/app/components/rag-pipeline/store/ @iamjoel @zxhlyh
-
-# Frontend - RAG - Documents List
-web/app/components/datasets/documents/list.tsx @iamjoel @WTW0313
-web/app/components/datasets/documents/create-from-pipeline/ @iamjoel @WTW0313
-
-# Frontend - RAG - Segments List
-web/app/components/datasets/documents/detail/ @iamjoel @WTW0313
-
-# Frontend - RAG - Settings
-web/app/components/datasets/settings/ @iamjoel @WTW0313
-
-# Frontend - Ecosystem - Plugins
-web/app/components/plugins/ @iamjoel @zhsama
-
-# Frontend - Ecosystem - Tools
-web/app/components/tools/ @iamjoel @Yessenia-d
-
-# Frontend - Ecosystem - MarketPlace
-web/app/components/plugins/marketplace/ @iamjoel @Yessenia-d
-
-# Frontend - Login and Registration
-web/app/signin/ @douxc @iamjoel
-web/app/signup/ @douxc @iamjoel
-web/app/reset-password/ @douxc @iamjoel
-web/app/install/ @douxc @iamjoel
-web/app/init/ @douxc @iamjoel
-web/app/forgot-password/ @douxc @iamjoel
-web/app/account/ @douxc @iamjoel
-
-# Frontend - Service Authentication
-web/service/base.ts @douxc @iamjoel
-
-# Frontend - WebApp Authentication and Access Control
-web/app/(shareLayout)/components/ @douxc @iamjoel
-web/app/(shareLayout)/webapp-signin/ @douxc @iamjoel
-web/app/(shareLayout)/webapp-reset-password/ @douxc @iamjoel
-web/app/components/app/app-access-control/ @douxc @iamjoel
-
-# Frontend - Explore Page
-web/app/components/explore/ @CodingOnStar @iamjoel
-
-# Frontend - Personal Settings
-web/app/components/header/account-setting/ @CodingOnStar @iamjoel
-web/app/components/header/account-dropdown/ @CodingOnStar @iamjoel
-
-# Frontend - Analytics
-web/app/components/base/ga/ @CodingOnStar @iamjoel
-
-# Frontend - Base Components
-web/app/components/base/ @iamjoel @zxhlyh
-
-# Frontend - Utils and Hooks
-web/utils/classnames.ts @iamjoel @zxhlyh
-web/utils/time.ts @iamjoel @zxhlyh
-web/utils/format.ts @iamjoel @zxhlyh
-web/utils/clipboard.ts @iamjoel @zxhlyh
-web/hooks/use-document-title.ts @iamjoel @zxhlyh
-
-# Frontend - Billing and Education
-web/app/components/billing/ @iamjoel @zxhlyh
-web/app/education-apply/ @iamjoel @zxhlyh
-
-# Frontend - Workspace
-web/app/components/header/account-dropdown/workplace-selector/ @iamjoel @zxhlyh

.github/ISSUE_TEMPLATE/config.yml

@@ -1,8 +1,5 @@
 blank_issues_enabled: false
 contact_links:
-  - name: "\U0001F510 Security Vulnerabilities"
-    url: "https://github.com/langgenius/dify/security/advisories/new"
-    about: Report security vulnerabilities through GitHub Security Advisories to ensure responsible disclosure. 💡 Please do not report security vulnerabilities in public issues.
   - name: "\U0001F4A1 Model Providers & Plugins"
     url: "https://github.com/langgenius/dify-official-plugins/issues/new/choose"
     about: Report issues with official plugins or model providers, you will need to provide the plugin version and other relevant details.

.github/ISSUE_TEMPLATE/refactor.yml

@@ -1,6 +1,8 @@
-name: "✨ Refactor or Chore"
-description: Refactor existing code or perform maintenance chores to improve readability and reliability.
-title: "[Refactor/Chore] "
+name: "✨ Refactor"
+description: Refactor existing code for improved readability and maintainability.
+title: "[Chore/Refactor] "
+labels:
+  - refactor
 body:
   - type: checkboxes
     attributes:
@@ -9,7 +11,7 @@ body:
       options:
         - label: I have read the [Contributing Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) and [Language Policy](https://github.com/langgenius/dify/issues/1542).
           required: true
-        - label: This is only for refactors or chores; if you would like to ask a question, please head to [Discussions](https://github.com/langgenius/dify/discussions/categories/general).
+        - label: This is only for refactoring, if you would like to ask a question, please head to [Discussions](https://github.com/langgenius/dify/discussions/categories/general).
           required: true
         - label: I have searched for existing issues [search for existing issues](https://github.com/langgenius/dify/issues), including closed ones.
           required: true
@@ -23,14 +25,14 @@ body:
     id: description
     attributes:
       label: Description
-      placeholder: "Describe the refactor or chore you are proposing."
+      placeholder: "Describe the refactor you are proposing."
     validations:
       required: true
   - type: textarea
     id: motivation
     attributes:
       label: Motivation
-      placeholder: "Explain why this refactor or chore is necessary."
+      placeholder: "Explain why this refactor is necessary."
     validations:
       required: false
   - type: textarea

.github/ISSUE_TEMPLATE/tracker.yml

@@ -0,0 +1,13 @@
+name: "👾 Tracker"
+description: For inner usages, please do not use this template.
+title: "[Tracker] "
+labels:
+  - tracker
+body:
+  - type: textarea
+    id: content
+    attributes:
+      label: Blockers
+      placeholder: "- [ ] ..."
+    validations:
+      required: true

.github/workflows/api-tests.yml

@@ -39,11 +39,25 @@ jobs:
       - name: Install dependencies
         run: uv sync --project api --dev
 
+      - name: Run Unit tests
+        run: |
+          uv run --project api bash dev/pytest/pytest_unit_tests.sh
+
       - name: Run pyrefly check
         run: |
           cd api
           uv add --dev pyrefly
           uv run pyrefly check || true
+      - name: Coverage Summary
+        run: |
+          set -x
+          # Extract coverage percentage and create a summary
+          TOTAL_COVERAGE=$(python -c 'import json; print(json.load(open("coverage.json"))["totals"]["percent_covered_display"])')
+
+          # Create a detailed coverage summary
+          echo "### Test Coverage Summary :test_tube:" >> $GITHUB_STEP_SUMMARY
+          echo "Total Coverage: ${TOTAL_COVERAGE}%" >> $GITHUB_STEP_SUMMARY
+          uv run --project api coverage report --format=markdown >> $GITHUB_STEP_SUMMARY
 
       - name: Run dify config tests
         run: uv run --project api dev/pytest/pytest_config_tests.py
@@ -62,7 +76,7 @@ jobs:
           compose-file: |
             docker/docker-compose.middleware.yaml
           services: |
-            db_postgres
+            db
             redis
             sandbox
             ssrf_proxy
@@ -71,34 +85,11 @@ jobs:
         run: |
           cp api/tests/integration_tests/.env.example api/tests/integration_tests/.env
 
-      - name: Run API Tests
-        env:
-          STORAGE_TYPE: opendal
-          OPENDAL_SCHEME: fs
-          OPENDAL_FS_ROOT: /tmp/dify-storage
-        run: |
-          uv run --project api pytest \
-            --timeout "${PYTEST_TIMEOUT:-180}" \
-            api/tests/integration_tests/workflow \
-            api/tests/integration_tests/tools \
-            api/tests/test_containers_integration_tests \
-            api/tests/unit_tests
+      - name: Run Workflow
+        run: uv run --project api bash dev/pytest/pytest_workflow.sh
 
-      - name: Coverage Summary
-        run: |
-          set -x
-          # Extract coverage percentage and create a summary
-          TOTAL_COVERAGE=$(python -c 'import json; print(json.load(open("coverage.json"))["totals"]["percent_covered_display"])')
+      - name: Run Tool
+        run: uv run --project api bash dev/pytest/pytest_tools.sh
 
-          # Create a detailed coverage summary
-          echo "### Test Coverage Summary :test_tube:" >> $GITHUB_STEP_SUMMARY
-          echo "Total Coverage: ${TOTAL_COVERAGE}%" >> $GITHUB_STEP_SUMMARY
-          {
-            echo ""
-            echo "<details><summary>File-level coverage (click to expand)</summary>"
-            echo ""
-            echo '```'
-            uv run --project api coverage report -m
-            echo '```'
-            echo "</details>"
-          } >> $GITHUB_STEP_SUMMARY
+      - name: Run TestContainers
+        run: uv run --project api bash dev/pytest/pytest_testcontainers.sh

.github/workflows/autofix.yml

@@ -2,8 +2,6 @@ name: autofix.ci
 on:
   pull_request:
     branches: ["main"]
-  push:
-    branches: ["main"]
 permissions:
   contents: read
 
@@ -13,34 +11,23 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
-        with:
-          python-version: "3.11"
 
+      # Use uv to ensure we have the same ruff version in CI and locally.
       - uses: astral-sh/setup-uv@v6
-
+        with:
+          python-version: "3.12"
       - run: |
           cd api
           uv sync --dev
-          # fmt first to avoid line too long
-          uv run ruff format ..
           # Fix lint errors
           uv run ruff check --fix .
           # Format code
           uv run ruff format ..
 
-      - name: count migration progress
-        run: |
-          cd api
-          ./cnt_base.sh
-
       - name: ast-grep
         run: |
-          # ast-grep exits 1 if no matches are found; allow idempotent runs.
-          uvx --from ast-grep-cli ast-grep --pattern 'db.session.query($WHATEVER).filter($HERE)' --rewrite 'db.session.query($WHATEVER).where($HERE)' -l py --update-all || true
-          uvx --from ast-grep-cli ast-grep --pattern 'session.query($WHATEVER).filter($HERE)' --rewrite 'session.query($WHATEVER).where($HERE)' -l py --update-all || true
-          uvx --from ast-grep-cli ast-grep -p '$A = db.Column($$$B)' -r '$A = mapped_column($$$B)' -l py --update-all || true
-          uvx --from ast-grep-cli ast-grep -p '$A : $T = db.Column($$$B)' -r '$A : $T = mapped_column($$$B)' -l py --update-all || true
+          uvx --from ast-grep-cli sg --pattern 'db.session.query($WHATEVER).filter($HERE)' --rewrite 'db.session.query($WHATEVER).where($HERE)' -l py --update-all
+          uvx --from ast-grep-cli sg --pattern 'session.query($WHATEVER).filter($HERE)' --rewrite 'session.query($WHATEVER).where($HERE)' -l py --update-all
           # Convert Optional[T] to T | None (ignoring quoted types)
           cat > /tmp/optional-rule.yml << 'EOF'
           id: convert-optional-to-union
@@ -58,15 +45,14 @@ jobs:
                     pattern: $T
           fix: $T | None
           EOF
-          uvx --from ast-grep-cli ast-grep scan . --inline-rules "$(cat /tmp/optional-rule.yml)" --update-all
+          uvx --from ast-grep-cli sg scan --inline-rules "$(cat /tmp/optional-rule.yml)" --update-all
           # Fix forward references that were incorrectly converted (Python doesn't support "Type" | None syntax)
           find . -name "*.py" -type f -exec sed -i.bak -E 's/"([^"]+)" \| None/Optional["\1"]/g; s/'"'"'([^'"'"']+)'"'"' \| None/Optional['"'"'\1'"'"']/g' {} \;
           find . -name "*.py.bak" -type f -delete
 
-      # mdformat breaks YAML front matter in markdown files. Add --exclude for directories containing YAML front matter.
       - name: mdformat
         run: |
-          uvx --python 3.13 mdformat . --exclude ".claude/skills/**"
+          uvx mdformat .
 
       - name: Install pnpm
         uses: pnpm/action-setup@v4
@@ -87,6 +73,7 @@ jobs:
 
       - name: oxlint
         working-directory: ./web
-        run: pnpm exec oxlint --config .oxlintrc.json --fix .
+        run: |
+          pnpx oxlint --fix
 
       - uses: autofix-ci/action@635ffb0c9798bd160680f18fd73371e355b85f27

.github/workflows/build-push.yml

@@ -4,7 +4,8 @@ on:
   push:
     branches:
       - "main"
-      - "deploy/**"
+      - "deploy/dev"
+      - "deploy/enterprise"
       - "build/**"
       - "release/e-*"
       - "hotfix/**"

.github/workflows/db-migration-test.yml

@@ -8,7 +8,7 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
-  db-migration-test-postgres:
+  db-migration-test:
     runs-on: ubuntu-latest
 
     steps:
@@ -45,7 +45,7 @@ jobs:
           compose-file: |
             docker/docker-compose.middleware.yaml
           services: |
-            db_postgres
+            db
             redis
 
       - name: Prepare configs
@@ -57,60 +57,3 @@ jobs:
         env:
           DEBUG: true
         run: uv run --directory api flask upgrade-db
-
-  db-migration-test-mysql:
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-          persist-credentials: false
-
-      - name: Setup UV and Python
-        uses: astral-sh/setup-uv@v6
-        with:
-          enable-cache: true
-          python-version: "3.12"
-          cache-dependency-glob: api/uv.lock
-
-      - name: Install dependencies
-        run: uv sync --project api
-      - name: Ensure Offline migration are supported
-        run: |
-          # upgrade
-          uv run --directory api flask db upgrade 'base:head' --sql
-          # downgrade
-          uv run --directory api flask db downgrade 'head:base' --sql
-
-      - name: Prepare middleware env for MySQL
-        run: |
-          cd docker
-          cp middleware.env.example middleware.env
-          sed -i 's/DB_TYPE=postgresql/DB_TYPE=mysql/' middleware.env
-          sed -i 's/DB_HOST=db_postgres/DB_HOST=db_mysql/' middleware.env
-          sed -i 's/DB_PORT=5432/DB_PORT=3306/' middleware.env
-          sed -i 's/DB_USERNAME=postgres/DB_USERNAME=mysql/' middleware.env
-
-      - name: Set up Middlewares
-        uses: hoverkraft-tech/compose-action@v2.0.2
-        with:
-          compose-file: |
-            docker/docker-compose.middleware.yaml
-          services: |
-            db_mysql
-            redis
-
-      - name: Prepare configs for MySQL
-        run: |
-          cd api
-          cp .env.example .env
-          sed -i 's/DB_TYPE=postgresql/DB_TYPE=mysql/' .env
-          sed -i 's/DB_PORT=5432/DB_PORT=3306/' .env
-          sed -i 's/DB_USERNAME=postgres/DB_USERNAME=root/' .env
-
-      - name: Run DB Migration
-        env:
-          DEBUG: true
-        run: uv run --directory api flask upgrade-db

.github/workflows/deploy-dev.yml

@@ -18,7 +18,7 @@ jobs:
       - name: Deploy to server
         uses: appleboy/ssh-action@v0.1.8
         with:
-          host: ${{ secrets.SSH_HOST }}
+          host: ${{ secrets.RAG_SSH_HOST }}
           username: ${{ secrets.SSH_USER }}
           key: ${{ secrets.SSH_PRIVATE_KEY }}
           script: |

.github/workflows/deploy-rag-dev.yml

@@ -1,4 +1,4 @@
-name: Deploy Trigger Dev
+name: Deploy RAG Dev
 
 permissions:
   contents: read
@@ -7,7 +7,7 @@ on:
   workflow_run:
     workflows: ["Build and Push API & Web"]
     branches:
-      - "deploy/trigger-dev"
+      - "deploy/rag-dev"
     types:
       - completed
 
@@ -16,12 +16,12 @@ jobs:
     runs-on: ubuntu-latest
     if: |
       github.event.workflow_run.conclusion == 'success' &&
-      github.event.workflow_run.head_branch == 'deploy/trigger-dev'
+      github.event.workflow_run.head_branch == 'deploy/rag-dev'
     steps:
       - name: Deploy to server
         uses: appleboy/ssh-action@v0.1.8
         with:
-          host: ${{ secrets.TRIGGER_SSH_HOST }}
+          host: ${{ secrets.RAG_SSH_HOST }}
           username: ${{ secrets.SSH_USER }}
           key: ${{ secrets.SSH_PRIVATE_KEY }}
           script: |

.github/workflows/expose_service_ports.sh

@@ -1,7 +1,6 @@
 #!/bin/bash
 
 yq eval '.services.weaviate.ports += ["8080:8080"]' -i docker/docker-compose.yaml
-yq eval '.services.weaviate.ports += ["50051:50051"]' -i docker/docker-compose.yaml
 yq eval '.services.qdrant.ports += ["6333:6333"]' -i docker/docker-compose.yaml
 yq eval '.services.chroma.ports += ["8000:8000"]' -i docker/docker-compose.yaml
 yq eval '.services["milvus-standalone"].ports += ["19530:19530"]' -i docker/docker-compose.yaml
@@ -14,4 +13,4 @@ yq eval '.services.tidb.ports += ["4000:4000"]' -i docker/tidb/docker-compose.ya
 yq eval '.services.oceanbase.ports += ["2881:2881"]' -i docker/docker-compose.yaml
 yq eval '.services.opengauss.ports += ["6600:6600"]' -i docker/docker-compose.yaml
 
-echo "Ports exposed for sandbox, weaviate (HTTP 8080, gRPC 50051), tidb, qdrant, chroma, milvus, pgvector, pgvecto-rs, elasticsearch, couchbase, opengauss"
+echo "Ports exposed for sandbox, weaviate, tidb, qdrant, chroma, milvus, pgvector, pgvecto-rs, elasticsearch, couchbase, opengauss"

.github/workflows/semantic-pull-request.yml

@@ -1,21 +0,0 @@
-name: Semantic Pull Request
-
-on:
-  pull_request:
-    types:
-      - opened
-      - edited
-      - reopened
-      - synchronize
-
-jobs:
-  lint:
-    name: Validate PR title
-    permissions:
-      pull-requests: read
-    runs-on: ubuntu-latest
-    steps:
-      - name: Check title
-        uses: amannn/action-semantic-pull-request@v6.1.1
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/style.yml

@@ -103,11 +103,6 @@ jobs:
         run: |
           pnpm run lint
 
-      - name: Web type check
-        if: steps.changed-files.outputs.any_changed == 'true'
-        working-directory: ./web
-        run: pnpm run type-check:tsgo
-
   docker-compose-template:
     name: Docker Compose Template
     runs-on: ubuntu-latest

.github/workflows/translate-i18n-base-on-english.yml

@@ -20,22 +20,22 @@ jobs:
     steps:
       - uses: actions/checkout@v4
         with:
-          fetch-depth: 0
+          fetch-depth: 2
           token: ${{ secrets.GITHUB_TOKEN }}
 
       - name: Check for file changes in i18n/en-US
         id: check_files
         run: |
-          git fetch origin "${{ github.event.before }}" || true
-          git fetch origin "${{ github.sha }}" || true
-          changed_files=$(git diff --name-only "${{ github.event.before }}" "${{ github.sha }}" -- 'i18n/en-US/*.ts')
+          recent_commit_sha=$(git rev-parse HEAD)
+          second_recent_commit_sha=$(git rev-parse HEAD~1)
+          changed_files=$(git diff --name-only $recent_commit_sha $second_recent_commit_sha -- 'i18n/en-US/*.ts')
           echo "Changed files: $changed_files"
           if [ -n "$changed_files" ]; then
             echo "FILES_CHANGED=true" >> $GITHUB_ENV
             file_args=""
             for file in $changed_files; do
               filename=$(basename "$file" .ts)
-              file_args="$file_args --file $filename"
+              file_args="$file_args --file=$filename"
             done
             echo "FILE_ARGS=$file_args" >> $GITHUB_ENV
             echo "File arguments: $file_args"
@@ -77,15 +77,12 @@ jobs:
         uses: peter-evans/create-pull-request@v6
         with:
           token: ${{ secrets.GITHUB_TOKEN }}
-          commit-message: 'chore(i18n): update translations based on en-US changes'
-          title: 'chore(i18n): translate i18n files and update type definitions'
+          commit-message: Update i18n files and type definitions based on en-US changes
+          title: 'chore: translate i18n files and update type definitions'
           body: |
             This PR was automatically created to update i18n files and TypeScript type definitions based on changes in en-US locale.
-
-            **Triggered by:** ${{ github.sha }}
-
+            
             **Changes included:**
             - Updated translation files for all locales
             - Regenerated TypeScript type definitions for type safety
-          branch: chore/automated-i18n-updates-${{ github.sha }}
-          delete-branch: true
+          branch: chore/automated-i18n-updates

.github/workflows/vdb-tests.yml

@@ -51,13 +51,13 @@ jobs:
       - name: Expose Service Ports
         run: sh .github/workflows/expose_service_ports.sh
 
-#      - name: Set up Vector Store (TiDB)
-#        uses: hoverkraft-tech/compose-action@v2.0.2
-#        with:
-#          compose-file: docker/tidb/docker-compose.yaml
-#          services: |
-#            tidb
-#            tiflash
+      - name: Set up Vector Store (TiDB)
+        uses: hoverkraft-tech/compose-action@v2.0.2
+        with:
+          compose-file: docker/tidb/docker-compose.yaml
+          services: |
+            tidb
+            tiflash
 
       - name: Set up Vector Stores (Weaviate, Qdrant, PGVector, Milvus, PgVecto-RS, Chroma, MyScale, ElasticSearch, Couchbase, OceanBase)
         uses: hoverkraft-tech/compose-action@v2.0.2
@@ -83,8 +83,8 @@ jobs:
           ls -lah .
           cp api/tests/integration_tests/.env.example api/tests/integration_tests/.env
 
-#      - name: Check VDB Ready (TiDB)
-#        run: uv run --project api python api/tests/integration_tests/vdb/tidb_vector/check_tiflash_ready.py
+      - name: Check VDB Ready (TiDB)
+        run: uv run --project api python api/tests/integration_tests/vdb/tidb_vector/check_tiflash_ready.py
 
       - name: Test Vector Stores
         run: uv run --project api bash dev/pytest/pytest_vdb.sh

.gitignore

@@ -6,9 +6,6 @@ __pycache__/
 # C extensions
 *.so
 
-# *db files
-*.db
-
 # Distribution / packaging
 .Python
 build/
@@ -100,7 +97,6 @@ __pypackages__/
 
 # Celery stuff
 celerybeat-schedule
-celerybeat-schedule.db
 celerybeat.pid
 
 # SageMath parsed files
@@ -186,10 +182,7 @@ docker/volumes/couchbase/*
 docker/volumes/oceanbase/*
 docker/volumes/plugin_daemon/*
 docker/volumes/matrixone/*
-docker/volumes/mysql/*
-docker/volumes/seekdb/*
 !docker/volumes/oceanbase/init.d
-docker/volumes/iris/*
 
 docker/nginx/conf.d/default.conf
 docker/nginx/ssl/*
@@ -241,7 +234,4 @@ scripts/stress-test/reports/
 
 # mcp
 .playwright-mcp/
-.serena/
-
-# settings
-*.local.json
+.serena/

.nvmrc

@@ -1 +0,0 @@
-22.11.0

.vscode/launch.json.template

@@ -8,7 +8,8 @@
             "module": "flask",
             "env": {
                 "FLASK_APP": "app.py",
-                "FLASK_ENV": "development"
+                "FLASK_ENV": "development",
+                "GEVENT_SUPPORT": "True"
             },
             "args": [
                 "run",
@@ -27,7 +28,9 @@
             "type": "debugpy",
             "request": "launch",
             "module": "celery",
-            "env": {},
+            "env": {
+                "GEVENT_SUPPORT": "True"
+            },
             "args": [
                 "-A",
                 "app.celery",
@@ -37,7 +40,7 @@
                 "-c",
                 "1",
                 "-Q",
-                "dataset,priority_dataset,priority_pipeline,pipeline,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,workflow,schedule_poller,schedule_executor,triggered_workflow_dispatcher,trigger_refresh_executor",
+                "dataset,generation,mail,ops_trace",
                 "--loglevel",
                 "INFO"
             ],

AGENTS.md

@@ -4,51 +4,84 @@
 
 Dify is an open-source platform for developing LLM applications with an intuitive interface combining agentic AI workflows, RAG pipelines, agent capabilities, and model management.
 
-The codebase is split into:
+The codebase consists of:
 
-- **Backend API** (`/api`): Python Flask application organized with Domain-Driven Design
-- **Frontend Web** (`/web`): Next.js 15 application using TypeScript and React 19
+- **Backend API** (`/api`): Python Flask application with Domain-Driven Design architecture
+- **Frontend Web** (`/web`): Next.js 15 application with TypeScript and React 19
 - **Docker deployment** (`/docker`): Containerized deployment configurations
 
-## Backend Workflow
+## Development Commands
 
-- Run backend CLI commands through `uv run --project api <command>`.
+### Backend (API)
 
-- Before submission, all backend modifications must pass local checks: `make lint`, `make type-check`, and `uv run --project api --dev dev/pytest/pytest_unit_tests.sh`.
+All Python commands must be prefixed with `uv run --project api`:
 
-- Use Makefile targets for linting and formatting; `make lint` and `make type-check` cover the required checks.
+```bash
+# Start development servers
+./dev/start-api                   # Start API server
+./dev/start-worker                # Start Celery worker
 
-- Integration tests are CI-only and are not expected to run in the local environment.
+# Run tests
+uv run --project api pytest      # Run all tests
+uv run --project api pytest tests/unit_tests/     # Unit tests only
+uv run --project api pytest tests/integration_tests/  # Integration tests
 
-## Frontend Workflow
+# Code quality
+./dev/reformat                    # Run all formatters and linters
+uv run --project api ruff check --fix ./    # Fix linting issues
+uv run --project api ruff format ./         # Format code
+uv run --directory api basedpyright         # Type checking
+```
+
+### Frontend (Web)
 
 ```bash
 cd web
-pnpm lint:fix
-pnpm type-check:tsgo
-pnpm test
+pnpm lint                         # Run ESLint
+pnpm eslint-fix                   # Fix ESLint issues
+pnpm test                         # Run Jest tests
 ```
 
-## Testing & Quality Practices
+## Testing Guidelines
 
-- Follow TDD: red → green → refactor.
-- Use `pytest` for backend tests with Arrange-Act-Assert structure.
-- Enforce strong typing; avoid `Any` and prefer explicit type annotations.
-- Write self-documenting code; only add comments that explain intent.
+### Backend Testing
 
-## Language Style
+- Use `pytest` for all backend tests
+- Write tests first (TDD approach)
+- Test structure: Arrange-Act-Assert
 
-- **Python**: Keep type hints on functions and attributes, and implement relevant special methods (e.g., `__repr__`, `__str__`).
-- **TypeScript**: Use the strict config, rely on ESLint (`pnpm lint:fix` preferred) plus `pnpm type-check:tsgo`, and avoid `any` types.
+## Code Style Requirements
 
-## General Practices
+### Python
 
-- Prefer editing existing files; add new documentation only when requested.
-- Inject dependencies through constructors and preserve clean architecture boundaries.
-- Handle errors with domain-specific exceptions at the correct layer.
+- Use type hints for all functions and class attributes
+- No `Any` types unless absolutely necessary
+- Implement special methods (`__repr__`, `__str__`) appropriately
 
-## Project Conventions
+### TypeScript/JavaScript
 
-- Backend architecture adheres to DDD and Clean Architecture principles.
-- Async work runs through Celery with Redis as the broker.
-- Frontend user-facing strings must use `web/i18n/en-US/`; avoid hardcoded text.
+- Strict TypeScript configuration
+- ESLint with Prettier integration
+- Avoid `any` type
+
+## Important Notes
+
+- **Environment Variables**: Always use UV for Python commands: `uv run --project api <command>`
+- **Comments**: Only write meaningful comments that explain "why", not "what"
+- **File Creation**: Always prefer editing existing files over creating new ones
+- **Documentation**: Don't create documentation files unless explicitly requested
+- **Code Quality**: Always run `./dev/reformat` before committing backend changes
+
+## Common Development Tasks
+
+### Adding a New API Endpoint
+
+1. Create controller in `/api/controllers/`
+1. Add service logic in `/api/services/`
+1. Update routes in controller's `__init__.py`
+1. Write tests in `/api/tests/`
+
+## Project-Specific Conventions
+
+- All async tasks use Celery with Redis as broker
+- **Internationalization**: Frontend supports multiple languages with English (`web/i18n/en-US/`) as the source. All user-facing text must use i18n keys, no hardcoded strings. Edit corresponding module files in `en-US/` directory for translations.

CONTRIBUTING.md

@@ -77,8 +77,6 @@ How we prioritize:
 
 For setting up the frontend service, please refer to our comprehensive [guide](https://github.com/langgenius/dify/blob/main/web/README.md) in the `web/README.md` file. This document provides detailed instructions to help you set up the frontend environment properly.
 
-**Testing**: All React components must have comprehensive test coverage. See [web/testing/testing.md](https://github.com/langgenius/dify/blob/main/web/testing/testing.md) for the canonical frontend testing guidelines and follow every requirement described there.
-
 #### Backend
 
 For setting up the backend service, kindly refer to our detailed [instructions](https://github.com/langgenius/dify/blob/main/api/README.md) in the `api/README.md` file. This document contains step-by-step guidance to help you get the backend up and running smoothly.

CONTRIBUTING_CN.md

@@ -6,7 +6,7 @@
 
 本指南和 Dify 一样在不断完善中。如果有任何滞后于项目实际情况的地方，恳请谅解，我们也欢迎任何改进建议。
 
-关于许可证，请花一分钟阅读我们简短的[许可和贡献者协议](../../LICENSE)。同时也请遵循社区[行为准则](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)。
+关于许可证，请花一分钟阅读我们简短的[许可和贡献者协议](./LICENSE)。同时也请遵循社区[行为准则](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)。
 
 ## 开始之前
 

CONTRIBUTING_DE.md

@@ -6,7 +6,7 @@ Wir müssen wendig sein und schnell liefern, aber wir möchten auch sicherstelle
 
 Dieser Leitfaden ist, wie Dify selbst, in ständiger Entwicklung. Wir sind dankbar für Ihr Verständnis, falls er manchmal hinter dem eigentlichen Projekt zurückbleibt, und begrüßen jedes Feedback zur Verbesserung.
 
-Bitte nehmen Sie sich einen Moment Zeit, um unsere [Lizenz- und Mitwirkungsvereinbarung](../../LICENSE) zu lesen. Die Community hält sich außerdem an den [Verhaltenskodex](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
+Bitte nehmen Sie sich einen Moment Zeit, um unsere [Lizenz- und Mitwirkungsvereinbarung](./LICENSE) zu lesen. Die Community hält sich außerdem an den [Verhaltenskodex](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
 
 ## Bevor Sie loslegen
 

CONTRIBUTING_ES.md

@@ -6,7 +6,7 @@ Necesitamos ser ágiles y enviar rápidamente dado donde estamos, pero también
 
 Esta guía, como Dify mismo, es un trabajo en constante progreso. Agradecemos mucho tu comprensión si a veces se queda atrás del proyecto real, y damos la bienvenida a cualquier comentario para que podamos mejorar.
 
-En términos de licencia, por favor tómate un minuto para leer nuestro breve [Acuerdo de Licencia y Colaborador](../../LICENSE). La comunidad también se adhiere al [código de conducta](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
+En términos de licencia, por favor tómate un minuto para leer nuestro breve [Acuerdo de Licencia y Colaborador](./LICENSE). La comunidad también se adhiere al [código de conducta](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
 
 ## Antes de empezar
 

CONTRIBUTING_FR.md

@@ -6,7 +6,7 @@ Nous devons être agiles et livrer rapidement compte tenu de notre position, mai
 
 Ce guide, comme Dify lui-même, est un travail en constante évolution. Nous apprécions grandement votre compréhension si parfois il est en retard par rapport au projet réel, et nous accueillons tout commentaire pour nous aider à nous améliorer.
 
-En termes de licence, veuillez prendre une minute pour lire notre bref [Accord de Licence et de Contributeur](../../LICENSE). La communauté adhère également au [code de conduite](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
+En termes de licence, veuillez prendre une minute pour lire notre bref [Accord de Licence et de Contributeur](./LICENSE). La communauté adhère également au [code de conduite](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
 
 ## Avant de vous lancer
 

CONTRIBUTING_JA.md

@@ -6,7 +6,7 @@ Difyに貢献しようとお考えですか？素晴らしいですね。私た
 
 このガイドは、Dify自体と同様に、常に進化し続けています。実際のプロジェクトの進行状況と多少のずれが生じる場合もございますが、ご理解いただけますと幸いです。改善のためのフィードバックも歓迎いたします。
 
-ライセンスについては、[ライセンスと貢献者同意書](../../LICENSE)をご一読ください。また、コミュニティは[行動規範](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)に従っています。
+ライセンスについては、[ライセンスと貢献者同意書](./LICENSE)をご一読ください。また、コミュニティは[行動規範](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)に従っています。
 
 ## 始める前に
 

CONTRIBUTING_KR.md

@@ -6,7 +6,7 @@ Dify에 기여하려고 하시는군요 - 정말 멋집니다, 당신이 무엇
 
 이 가이드는 Dify 자체와 마찬가지로 끊임없이 진행 중인 작업입니다. 때로는 실제 프로젝트보다 뒤처질 수 있다는 점을 이해해 주시면 감사하겠으며, 개선을 위한 피드백은 언제든지 환영합니다.
 
-라이센스 측면에서, 간략한 [라이센스 및 기여자 동의서](../../LICENSE)를 읽어보는 시간을 가져주세요. 커뮤니티는 또한 [행동 강령](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)을 준수합니다.
+라이센스 측면에서, 간략한 [라이센스 및 기여자 동의서](./LICENSE)를 읽어보는 시간을 가져주세요. 커뮤니티는 또한 [행동 강령](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)을 준수합니다.
 
 ## 시작하기 전에
 

CONTRIBUTING_PT.md

@@ -6,7 +6,7 @@ Precisamos ser ágeis e entregar rapidamente considerando onde estamos, mas tamb
 
 Este guia, como o próprio Dify, é um trabalho em constante evolução. Agradecemos muito a sua compreensão se às vezes ele ficar atrasado em relação ao projeto real, e damos as boas-vindas a qualquer feedback para que possamos melhorar.
 
-Em termos de licenciamento, por favor, dedique um minuto para ler nosso breve [Acordo de Licença e Contribuidor](../../LICENSE). A comunidade também adere ao [código de conduta](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
+Em termos de licenciamento, por favor, dedique um minuto para ler nosso breve [Acordo de Licença e Contribuidor](./LICENSE). A comunidade também adere ao [código de conduta](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
 
 ## Antes de começar
 

CONTRIBUTING_TR.md

@@ -6,7 +6,7 @@ Bulunduğumuz noktada çevik olmamız ve hızlı hareket etmemiz gerekiyor, anca
 
 Bu rehber, Dify'ın kendisi gibi, sürekli gelişen bir çalışmadır. Bazen gerçek projenin gerisinde kalırsa anlayışınız için çok minnettarız ve gelişmemize yardımcı olacak her türlü geri bildirimi memnuniyetle karşılıyoruz.
 
-Lisanslama konusunda, lütfen kısa [Lisans ve Katkıda Bulunan Anlaşmamızı](../../LICENSE) okumak için bir dakikanızı ayırın. Topluluk ayrıca [davranış kurallarına](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md) da uyar.
+Lisanslama konusunda, lütfen kısa [Lisans ve Katkıda Bulunan Anlaşmamızı](./LICENSE) okumak için bir dakikanızı ayırın. Topluluk ayrıca [davranış kurallarına](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md) da uyar.
 
 ## Başlamadan Önce
 

CONTRIBUTING_TW.md

@@ -6,7 +6,7 @@
 
 這份指南與 Dify 一樣，都在持續完善中。如果指南內容有落後於實際專案的情況，還請見諒，也歡迎提供改進建議。
 
-關於授權部分，請花點時間閱讀我們簡短的[授權和貢獻者協議](../../LICENSE)。社群也需遵守[行為準則](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)。
+關於授權部分，請花點時間閱讀我們簡短的[授權和貢獻者協議](./LICENSE)。社群也需遵守[行為準則](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)。
 
 ## 開始之前
 

CONTRIBUTING_VI.md

@@ -6,7 +6,7 @@ Chúng tôi cần phải nhanh nhẹn và triển khai nhanh chóng, nhưng cũn
 
 Hướng dẫn này, giống như Dify, đang được phát triển liên tục. Chúng tôi rất cảm kích sự thông cảm của bạn nếu đôi khi nó chưa theo kịp dự án thực tế, và hoan nghênh mọi phản hồi để cải thiện.
 
-Về giấy phép, vui lòng dành chút thời gian đọc [Thỏa thuận Cấp phép và Người đóng góp](../../LICENSE) ngắn gọn của chúng tôi. Cộng đồng cũng tuân theo [quy tắc ứng xử](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
+Về giấy phép, vui lòng dành chút thời gian đọc [Thỏa thuận Cấp phép và Người đóng góp](./LICENSE) ngắn gọn của chúng tôi. Cộng đồng cũng tuân theo [quy tắc ứng xử](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
 
 ## Trước khi bắt đầu
 

Makefile

@@ -26,6 +26,7 @@ prepare-web:
 	@echo "🌐 Setting up web environment..."
 	@cp -n web/.env.example web/.env 2>/dev/null || echo "Web .env already exists"
 	@cd web && pnpm install
+	@cd web && pnpm build
 	@echo "✅ Web environment prepared (not started)"
 
 # Step 3: Prepare API environment
@@ -70,11 +71,6 @@ type-check:
 	@uv run --directory api --dev basedpyright
 	@echo "✅ Type check complete"
 
-test:
-	@echo "🧪 Running backend unit tests..."
-	@uv run --project api --dev dev/pytest/pytest_unit_tests.sh
-	@echo "✅ Tests complete"
-
 # Build Docker images
 build-web:
 	@echo "Building web Docker image: $(WEB_IMAGE):$(VERSION)..."
@@ -124,7 +120,6 @@ help:
 	@echo "  make check          - Check code with ruff"
 	@echo "  make lint           - Format and fix code with ruff"
 	@echo "  make type-check     - Run type checking with basedpyright"
-	@echo "  make test           - Run backend unit tests"
 	@echo ""
 	@echo "Docker Build Targets:"
 	@echo "  make build-web      - Build web Docker image"
@@ -134,4 +129,4 @@ help:
 	@echo "  make build-push-all - Build and push all Docker images"
 
 # Phony targets
-.PHONY: build-web build-api push-web push-api build-all push-all build-push-all dev-setup prepare-docker prepare-web prepare-api dev-clean help format check lint type-check test
+.PHONY: build-web build-api push-web push-api build-all push-all build-push-all dev-setup prepare-docker prepare-web prepare-api dev-clean help format check lint type-check

README.md

@@ -36,28 +36,22 @@
         <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
     <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
         <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Health Score" src="https://insights.linuxfoundation.org/api/badge/health-score?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Contributors" src="https://insights.linuxfoundation.org/api/badge/contributors?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Active Contributors" src="https://insights.linuxfoundation.org/api/badge/active-contributors?project=langgenius-dify"></a>
 </p>
 
 <p align="center">
   <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="./docs/zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="./docs/zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="./docs/ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="./docs/es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="./docs/fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="./docs/tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="./docs/ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="./docs/ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="./docs/tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="./docs/vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="./docs/de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="./docs/bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README_TW.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_DE.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 Dify is an open-source platform for developing LLM applications. Its intuitive interface combines agentic AI workflows, RAG pipelines, agent capabilities, model management, observability features, and more—allowing you to quickly move from prototype to production.
@@ -69,7 +63,7 @@ Dify is an open-source platform for developing LLM applications. Its intuitive i
 > - CPU >= 2 Core
 > - RAM >= 4 GiB
 
-<br/>
+</br>
 
 The easiest way to start the Dify server is through [Docker Compose](docker/docker-compose.yaml). Before running Dify with the following commands, make sure that [Docker](https://docs.docker.com/get-docker/) and [Docker Compose](https://docs.docker.com/compose/install/) are installed on your machine:
 
@@ -115,15 +109,15 @@ All of Dify's offerings come with corresponding APIs, so you could effortlessly
 
 ## Using Dify
 
-- **Cloud <br/>**
+- **Cloud </br>**
   We host a [Dify Cloud](https://dify.ai) service for anyone to try with zero setup. It provides all the capabilities of the self-deployed version, and includes 200 free GPT-4 calls in the sandbox plan.
 
-- **Self-hosting Dify Community Edition<br/>**
+- **Self-hosting Dify Community Edition</br>**
   Quickly get Dify running in your environment with this [starter guide](#quick-start).
   Use our [documentation](https://docs.dify.ai) for further references and more in-depth instructions.
 
-- **Dify for enterprise / organizations<br/>**
-  We provide additional enterprise-centric features. [Send us an email](mailto:business@dify.ai?subject=%5BGitHub%5DBusiness%20License%20Inquiry) to discuss your enterprise needs. <br/>
+- **Dify for enterprise / organizations</br>**
+  We provide additional enterprise-centric features. [Log your questions for us through this chatbot](https://udify.app/chat/22L1zSxg6yW1cWQg) or [send us an email](mailto:business@dify.ai?subject=%5BGitHub%5DBusiness%20License%20Inquiry) to discuss enterprise needs. </br>
 
   > For startups and small businesses using AWS, check out [Dify Premium on AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) and deploy it to your own AWS VPC with one click. It's an affordable AMI offering with the option to create apps with custom logo and branding.
 
@@ -135,31 +129,8 @@ Star Dify on GitHub and be instantly notified of new releases.
 
 ## Advanced Setup
 
-### Custom configurations
-
 If you need to customize the configuration, please refer to the comments in our [.env.example](docker/.env.example) file and update the corresponding values in your `.env` file. Additionally, you might need to make adjustments to the `docker-compose.yaml` file itself, such as changing image versions, port mappings, or volume mounts, based on your specific deployment environment and requirements. After making any changes, please re-run `docker-compose up -d`. You can find the full list of available environment variables [here](https://docs.dify.ai/getting-started/install-self-hosted/environments).
 
-#### Customizing Suggested Questions
-
-You can now customize the "Suggested Questions After Answer" feature to better fit your use case. For example, to generate longer, more technical questions:
-
-```bash
-# In your .env file
-SUGGESTED_QUESTIONS_PROMPT='Please help me predict the five most likely technical follow-up questions a developer would ask. Focus on implementation details, best practices, and architecture considerations. Keep each question between 40-60 characters. Output must be JSON array: ["question1","question2","question3","question4","question5"]'
-SUGGESTED_QUESTIONS_MAX_TOKENS=512
-SUGGESTED_QUESTIONS_TEMPERATURE=0.3
-```
-
-See the [Suggested Questions Configuration Guide](docs/suggested-questions-configuration.md) for detailed examples and usage instructions.
-
-### Metrics Monitoring with Grafana
-
-Import the dashboard to Grafana, using Dify's PostgreSQL database as data source, to monitor metrics in granularity of apps, tenants, messages, and more.
-
-- [Grafana Dashboard by @bowenliang123](https://github.com/bowenliang123/dify-grafana-dashboard)
-
-### Deployment with Kubernetes
-
 If you'd like to configure a highly-available setup, there are community-contributed [Helm Charts](https://helm.sh/) and YAML files which allow Dify to be deployed on Kubernetes.
 
 - [Helm Chart by @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)

README_AR.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
@@ -32,28 +32,20 @@
         <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
     <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
         <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Health Score" src="https://insights.linuxfoundation.org/api/badge/health-score?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Contributors" src="https://insights.linuxfoundation.org/api/badge/contributors?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Active Contributors" src="https://insights.linuxfoundation.org/api/badge/active-contributors?project=langgenius-dify"></a>
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 <div style="text-align: right;">
@@ -105,7 +97,7 @@
 
 </br>
 
-أسهل طريقة لبدء تشغيل خادم Dify هي تشغيل ملف [docker-compose.yml](../../docker/docker-compose.yaml) الخاص بنا. قبل تشغيل أمر التثبيت، تأكد من تثبيت [Docker](https://docs.docker.com/get-docker/) و [Docker Compose](https://docs.docker.com/compose/install/) على جهازك:
+أسهل طريقة لبدء تشغيل خادم Dify هي تشغيل ملف [docker-compose.yml](docker/docker-compose.yaml) الخاص بنا. قبل تشغيل أمر التثبيت، تأكد من تثبيت [Docker](https://docs.docker.com/get-docker/) و [Docker Compose](https://docs.docker.com/compose/install/) على جهازك:
 
 ```bash
 cd docker
@@ -119,15 +111,7 @@ docker compose up -d
 
 ## الخطوات التالية
 
-إذا كنت بحاجة إلى تخصيص الإعدادات، فيرجى الرجوع إلى التعليقات في ملف [.env.example](../../docker/.env.example) وتحديث القيم المقابلة في ملف `.env`. بالإضافة إلى ذلك، قد تحتاج إلى إجراء تعديلات على ملف `docker-compose.yaml` نفسه، مثل تغيير إصدارات الصور أو تعيينات المنافذ أو نقاط تحميل وحدات التخزين، بناءً على بيئة النشر ومتطلباتك الخاصة. بعد إجراء أي تغييرات، يرجى إعادة تشغيل `docker-compose up -d`. يمكنك العثور على قائمة كاملة بمتغيرات البيئة المتاحة [هنا](https://docs.dify.ai/getting-started/install-self-hosted/environments).
-
-### مراقبة المقاييس باستخدام Grafana
-
-استيراد لوحة التحكم إلى Grafana، باستخدام قاعدة بيانات PostgreSQL الخاصة بـ Dify كمصدر للبيانات، لمراقبة المقاييس بدقة للتطبيقات والمستأجرين والرسائل وغير ذلك.
-
-- [لوحة تحكم Grafana بواسطة @bowenliang123](https://github.com/bowenliang123/dify-grafana-dashboard)
-
-### النشر باستخدام Kubernetes
+إذا كنت بحاجة إلى تخصيص الإعدادات، فيرجى الرجوع إلى التعليقات في ملف [.env.example](docker/.env.example) وتحديث القيم المقابلة في ملف `.env`. بالإضافة إلى ذلك، قد تحتاج إلى إجراء تعديلات على ملف `docker-compose.yaml` نفسه، مثل تغيير إصدارات الصور أو تعيينات المنافذ أو نقاط تحميل وحدات التخزين، بناءً على بيئة النشر ومتطلباتك الخاصة. بعد إجراء أي تغييرات، يرجى إعادة تشغيل `docker-compose up -d`. يمكنك العثور على قائمة كاملة بمتغيرات البيئة المتاحة [هنا](https://docs.dify.ai/getting-started/install-self-hosted/environments).
 
 يوجد مجتمع خاص بـ [Helm Charts](https://helm.sh/) وملفات YAML التي تسمح بتنفيذ Dify على Kubernetes للنظام من الإيجابيات العلوية.
 
@@ -201,4 +185,12 @@ docker compose up -d
 
 ## الرخصة
 
-هذا المستودع متاح تحت [رخصة البرنامج الحر Dify](../../LICENSE)، والتي تعتبر بشكل أساسي Apache 2.0 مع بعض القيود الإضافية.
+هذا المستودع متاح تحت [رخصة البرنامج الحر Dify](LICENSE)، والتي تعتبر بشكل أساسي Apache 2.0 مع بعض القيود الإضافية.
+
+## الكشف عن الأمان
+
+لحماية خصوصيتك، يرجى تجنب نشر مشكلات الأمان على GitHub. بدلاً من ذلك، أرسل أسئلتك إلى <security@dify.ai> وسنقدم لك إجابة أكثر تفصيلاً.
+
+## الرخصة
+
+هذا المستودع متاح تحت [رخصة البرنامج الحر Dify](LICENSE)، والتي تعتبر بشكل أساسي Apache 2.0 مع بعض القيود الإضافية.

README_BN.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">ডিফাই ওয়ার্কফ্লো ফাইল আপলোড পরিচিতি: গুগল নোটবুক-এলএম পডকাস্ট পুনর্নির্মাণ</a>
@@ -36,28 +36,21 @@
         <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
     <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
         <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Health Score" src="https://insights.linuxfoundation.org/api/badge/health-score?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Contributors" src="https://insights.linuxfoundation.org/api/badge/contributors?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Active Contributors" src="https://insights.linuxfoundation.org/api/badge/active-contributors?project=langgenius-dify"></a>
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_DE.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 ডিফাই একটি ওপেন-সোর্স LLM অ্যাপ ডেভেলপমেন্ট প্ল্যাটফর্ম। এটি ইন্টুইটিভ ইন্টারফেস, এজেন্টিক AI ওয়ার্কফ্লো, RAG পাইপলাইন, এজেন্ট ক্যাপাবিলিটি, মডেল ম্যানেজমেন্ট, মনিটরিং সুবিধা এবং আরও অনেক কিছু একত্রিত করে, যা দ্রুত প্রোটোটাইপ থেকে প্রোডাকশন পর্যন্ত নিয়ে যেতে সহায়তা করে।
@@ -71,7 +64,7 @@
 
 </br>
 
-ডিফাই সার্ভার চালু করার সবচেয়ে সহজ উপায় [docker compose](../../docker/docker-compose.yaml) মাধ্যমে। নিম্নলিখিত কমান্ডগুলো ব্যবহার করে ডিফাই চালানোর আগে, নিশ্চিত করুন যে আপনার মেশিনে [Docker](https://docs.docker.com/get-docker/) এবং [Docker Compose](https://docs.docker.com/compose/install/) ইনস্টল করা আছে :
+ডিফাই সার্ভার চালু করার সবচেয়ে সহজ উপায় [docker compose](docker/docker-compose.yaml) মাধ্যমে। নিম্নলিখিত কমান্ডগুলো ব্যবহার করে ডিফাই চালানোর আগে, নিশ্চিত করুন যে আপনার মেশিনে [Docker](https://docs.docker.com/get-docker/) এবং [Docker Compose](https://docs.docker.com/compose/install/) ইনস্টল করা আছে :
 
 ```bash
 cd dify
@@ -135,17 +128,9 @@ GitHub-এ ডিফাইকে স্টার দিয়ে রাখুন
 
 ## Advanced Setup
 
-যদি আপনার কনফিগারেশনটি কাস্টমাইজ করার প্রয়োজন হয়, তাহলে অনুগ্রহ করে আমাদের [.env.example](../../docker/.env.example) ফাইল দেখুন এবং আপনার `.env` ফাইলে সংশ্লিষ্ট মানগুলি আপডেট করুন। এছাড়াও, আপনার নির্দিষ্ট এনভায়রনমেন্ট এবং প্রয়োজনীয়তার উপর ভিত্তি করে আপনাকে `docker-compose.yaml` ফাইলে সমন্বয় করতে হতে পারে, যেমন ইমেজ ভার্সন পরিবর্তন করা, পোর্ট ম্যাপিং করা, অথবা ভলিউম মাউন্ট করা।
+যদি আপনার কনফিগারেশনটি কাস্টমাইজ করার প্রয়োজন হয়, তাহলে অনুগ্রহ করে আমাদের [.env.example](docker/.env.example) ফাইল দেখুন এবং আপনার `.env` ফাইলে সংশ্লিষ্ট মানগুলি আপডেট করুন। এছাড়াও, আপনার নির্দিষ্ট এনভায়রনমেন্ট এবং প্রয়োজনীয়তার উপর ভিত্তি করে আপনাকে `docker-compose.yaml` ফাইলে সমন্বয় করতে হতে পারে, যেমন ইমেজ ভার্সন পরিবর্তন করা, পোর্ট ম্যাপিং করা, অথবা ভলিউম মাউন্ট করা।
 যেকোনো পরিবর্তন করার পর, অনুগ্রহ করে `docker-compose up -d` পুনরায় চালান। ভেরিয়েবলের সম্পূর্ণ তালিকা [এখানে] (https://docs.dify.ai/getting-started/install-self-hosted/environments) খুঁজে পেতে পারেন।
 
-### Grafana দিয়ে মেট্রিক্স মনিটরিং
-
-Dify-এর PostgreSQL ডাটাবেসকে ডেটা সোর্স হিসাবে ব্যবহার করে, অ্যাপ, টেন্যান্ট, মেসেজ ইত্যাদির গ্র্যানুলারিটিতে মেট্রিক্স মনিটর করার জন্য Grafana-তে ড্যাশবোর্ড ইম্পোর্ট করুন।
-
-- [@bowenliang123 কর্তৃক Grafana ড্যাশবোর্ড](https://github.com/bowenliang123/dify-grafana-dashboard)
-
-### Kubernetes এর সাথে ডেপ্লয়মেন্ট
-
 যদি আপনি একটি হাইলি এভেইলেবল সেটআপ কনফিগার করতে চান, তাহলে কমিউনিটি [Helm Charts](https://helm.sh/) এবং YAML ফাইল রয়েছে যা Dify কে Kubernetes-এ ডিপ্লয় করার প্রক্রিয়া বর্ণনা করে।
 
 - [Helm Chart by @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
@@ -190,7 +175,7 @@ Dify-এর PostgreSQL ডাটাবেসকে ডেটা সোর্স
 
 ## Contributing
 
-যারা কোড অবদান রাখতে চান, তাদের জন্য আমাদের [অবদান নির্দেশিকা](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) দেখুন।
+যারা কোড অবদান রাখতে চান, তাদের জন্য আমাদের [অবদান নির্দেশিকা] দেখুন (https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)।
 একই সাথে, সোশ্যাল মিডিয়া এবং ইভেন্ট এবং কনফারেন্সে এটি শেয়ার করে Dify কে সমর্থন করুন।
 
 > আমরা ম্যান্ডারিন বা ইংরেজি ছাড়া অন্য ভাষায় Dify অনুবাদ করতে সাহায্য করার জন্য অবদানকারীদের খুঁজছি। আপনি যদি সাহায্য করতে আগ্রহী হন, তাহলে আরও তথ্যের জন্য [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) দেখুন এবং আমাদের [ডিসকর্ড কমিউনিটি সার্ভার](https://discord.gg/8Tpq4AcN9c) এর `গ্লোবাল-ইউজারস` চ্যানেলে আমাদের একটি মন্তব্য করুন।
@@ -218,4 +203,4 @@ Dify-এর PostgreSQL ডাটাবেসকে ডেটা সোর্স
 
 ## লাইসেন্স
 
-এই রিপোজিটরিটি [ডিফাই ওপেন সোর্স লাইসেন্স](../../LICENSE) এর অধিনে , যা মূলত অ্যাপাচি ২.০, তবে কিছু অতিরিক্ত বিধিনিষেধ রয়েছে।
+এই রিপোজিটরিটি [ডিফাই ওপেন সোর্স লাইসেন্স](LICENSE) এর অধিনে , যা মূলত অ্যাপাচি ২.০, তবে কিছু অতিরিক্ত বিধিনিষেধ রয়েছে।

README_CN.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <div align="center">
   <a href="https://cloud.dify.ai">Dify 云服务</a> ·
@@ -32,28 +32,20 @@
         <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
     <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
         <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Health Score" src="https://insights.linuxfoundation.org/api/badge/health-score?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Contributors" src="https://insights.linuxfoundation.org/api/badge/contributors?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Active Contributors" src="https://insights.linuxfoundation.org/api/badge/active-contributors?project=langgenius-dify"></a>
 </p>
 
 <div align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </div>
 
 # 
@@ -119,7 +111,7 @@ Dify 是一个开源的 LLM 应用开发平台。其直观的界面结合了 AI
 
 ### 快速启动
 
-启动 Dify 服务器的最简单方法是运行我们的 [docker-compose.yml](../../docker/docker-compose.yaml) 文件。在运行安装命令之前，请确保您的机器上安装了 [Docker](https://docs.docker.com/get-docker/) 和 [Docker Compose](https://docs.docker.com/compose/install/)：
+启动 Dify 服务器的最简单方法是运行我们的 [docker-compose.yml](docker/docker-compose.yaml) 文件。在运行安装命令之前，请确保您的机器上安装了 [Docker](https://docs.docker.com/get-docker/) 和 [Docker Compose](https://docs.docker.com/compose/install/)：
 
 ```bash
 cd docker
@@ -131,13 +123,7 @@ docker compose up -d
 
 ### 自定义配置
 
-如果您需要自定义配置，请参考 [.env.example](../../docker/.env.example) 文件中的注释，并更新 `.env` 文件中对应的值。此外，您可能需要根据您的具体部署环境和需求对 `docker-compose.yaml` 文件本身进行调整，例如更改镜像版本、端口映射或卷挂载。完成任何更改后，请重新运行 `docker-compose up -d`。您可以在[此处](https://docs.dify.ai/getting-started/install-self-hosted/environments)找到可用环境变量的完整列表。
-
-### 使用 Grafana 进行指标监控
-
-将仪表板导入 Grafana，使用 Dify 的 PostgreSQL 数据库作为数据源，以监控应用、租户、消息等粒度的指标。
-
-- [由 @bowenliang123 提供的 Grafana 仪表板](https://github.com/bowenliang123/dify-grafana-dashboard)
+如果您需要自定义配置，请参考 [.env.example](docker/.env.example) 文件中的注释，并更新 `.env` 文件中对应的值。此外，您可能需要根据您的具体部署环境和需求对 `docker-compose.yaml` 文件本身进行调整，例如更改镜像版本、端口映射或卷挂载。完成任何更改后，请重新运行 `docker-compose up -d`。您可以在[此处](https://docs.dify.ai/getting-started/install-self-hosted/environments)找到可用环境变量的完整列表。
 
 #### 使用 Helm Chart 或 Kubernetes 资源清单（YAML）部署
 
@@ -194,7 +180,7 @@ docker compose up -d
 
 ## Contributing
 
-对于那些想要贡献代码的人，请参阅我们的[贡献指南](./CONTRIBUTING.md)。
+对于那些想要贡献代码的人，请参阅我们的[贡献指南](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_CN.md)。
 同时，请考虑通过社交媒体、活动和会议来支持 Dify 的分享。
 
 > 我们正在寻找贡献者来帮助将 Dify 翻译成除了中文和英文之外的其他语言。如果您有兴趣帮助，请参阅我们的[i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md)获取更多信息，并在我们的[Discord 社区服务器](https://discord.gg/8Tpq4AcN9c)的`global-users`频道中留言。
@@ -210,7 +196,7 @@ docker compose up -d
 我们欢迎您为 Dify 做出贡献，以帮助改善 Dify。包括：提交代码、问题、新想法，或分享您基于 Dify 创建的有趣且有用的 AI 应用程序。同时，我们也欢迎您在不同的活动、会议和社交媒体上分享 Dify。
 
 - [GitHub Discussion](https://github.com/langgenius/dify/discussions). 👉：分享您的应用程序并与社区交流。
-- [GitHub Issues](https://github.com/langgenius/dify/issues)。👉：使用 Dify.AI 时遇到的错误和问题，请参阅[贡献指南](./CONTRIBUTING.md)。
+- [GitHub Issues](https://github.com/langgenius/dify/issues)。👉：使用 Dify.AI 时遇到的错误和问题，请参阅[贡献指南](CONTRIBUTING.md)。
 - [电子邮件支持](mailto:hello@dify.ai?subject=%5BGitHub%5DQuestions%20About%20Dify)。👉：关于使用 Dify.AI 的问题。
 - [Discord](https://discord.gg/FngNHpbcY7)。👉：分享您的应用程序并与社区交流。
 - [X(Twitter)](https://twitter.com/dify_ai)。👉：分享您的应用程序并与社区交流。
@@ -222,4 +208,4 @@ docker compose up -d
 
 ## License
 
-本仓库遵循 [Dify Open Source License](../../LICENSE) 开源协议，该许可证本质上是 Apache 2.0，但有一些额外的限制。
+本仓库遵循 [Dify Open Source License](LICENSE) 开源协议，该许可证本质上是 Apache 2.0，但有一些额外的限制。

README_DE.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">Einführung in Dify Workflow File Upload: Google NotebookLM Podcast nachbilden</a>
@@ -36,28 +36,21 @@
         <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
     <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
         <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Health Score" src="https://insights.linuxfoundation.org/api/badge/health-score?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Contributors" src="https://insights.linuxfoundation.org/api/badge/contributors?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Active Contributors" src="https://insights.linuxfoundation.org/api/badge/active-contributors?project=langgenius-dify"></a>
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_DE.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 Dify ist eine Open-Source-Plattform zur Entwicklung von LLM-Anwendungen. Ihre intuitive Benutzeroberfläche vereint agentenbasierte KI-Workflows, RAG-Pipelines, Agentenfunktionen, Modellverwaltung, Überwachungsfunktionen und mehr, sodass Sie schnell von einem Prototyp in die Produktion übergehen können.
@@ -71,7 +64,7 @@ Dify ist eine Open-Source-Plattform zur Entwicklung von LLM-Anwendungen. Ihre in
 
 </br>
 
-Der einfachste Weg, den Dify-Server zu starten, ist über [docker compose](../../docker/docker-compose.yaml). Stellen Sie vor dem Ausführen von Dify mit den folgenden Befehlen sicher, dass [Docker](https://docs.docker.com/get-docker/) und [Docker Compose](https://docs.docker.com/compose/install/) auf Ihrem System installiert sind:
+Der einfachste Weg, den Dify-Server zu starten, ist über [docker compose](docker/docker-compose.yaml). Stellen Sie vor dem Ausführen von Dify mit den folgenden Befehlen sicher, dass [Docker](https://docs.docker.com/get-docker/) und [Docker Compose](https://docs.docker.com/compose/install/) auf Ihrem System installiert sind:
 
 ```bash
 cd dify
@@ -134,15 +127,7 @@ Star Dify auf GitHub und lassen Sie sich sofort über neue Releases benachrichti
 
 ## Erweiterte Einstellungen
 
-Falls Sie die Konfiguration anpassen müssen, lesen Sie bitte die Kommentare in unserer [.env.example](../../docker/.env.example)-Datei und aktualisieren Sie die entsprechenden Werte in Ihrer `.env`-Datei. Zusätzlich müssen Sie eventuell Anpassungen an der `docker-compose.yaml`-Datei vornehmen, wie zum Beispiel das Ändern von Image-Versionen, Portzuordnungen oder Volumen-Mounts, je nach Ihrer spezifischen Einsatzumgebung und Ihren Anforderungen. Nachdem Sie Änderungen vorgenommen haben, starten Sie `docker-compose up -d` erneut. Eine vollständige Liste der verfügbaren Umgebungsvariablen finden Sie [hier](https://docs.dify.ai/getting-started/install-self-hosted/environments).
-
-### Metriküberwachung mit Grafana
-
-Importieren Sie das Dashboard in Grafana, wobei Sie die PostgreSQL-Datenbank von Dify als Datenquelle verwenden, um Metriken in der Granularität von Apps, Mandanten, Nachrichten und mehr zu überwachen.
-
-- [Grafana-Dashboard von @bowenliang123](https://github.com/bowenliang123/dify-grafana-dashboard)
-
-### Bereitstellung mit Kubernetes
+Falls Sie die Konfiguration anpassen müssen, lesen Sie bitte die Kommentare in unserer [.env.example](docker/.env.example)-Datei und aktualisieren Sie die entsprechenden Werte in Ihrer `.env`-Datei. Zusätzlich müssen Sie eventuell Anpassungen an der `docker-compose.yaml`-Datei vornehmen, wie zum Beispiel das Ändern von Image-Versionen, Portzuordnungen oder Volumen-Mounts, je nach Ihrer spezifischen Einsatzumgebung und Ihren Anforderungen. Nachdem Sie Änderungen vorgenommen haben, starten Sie `docker-compose up -d` erneut. Eine vollständige Liste der verfügbaren Umgebungsvariablen finden Sie [hier](https://docs.dify.ai/getting-started/install-self-hosted/environments).
 
 Falls Sie eine hochverfügbare Konfiguration einrichten möchten, gibt es von der Community bereitgestellte [Helm Charts](https://helm.sh/) und YAML-Dateien, die es ermöglichen, Dify auf Kubernetes bereitzustellen.
 
@@ -188,14 +173,14 @@ Stellen Sie Dify mit einem Klick in AKS bereit, indem Sie [Azure Devops Pipeline
 
 ## Contributing
 
-Falls Sie Code beitragen möchten, lesen Sie bitte unseren [Contribution Guide](./CONTRIBUTING.md). Gleichzeitig bitten wir Sie, Dify zu unterstützen, indem Sie es in den sozialen Medien teilen und auf Veranstaltungen und Konferenzen präsentieren.
+Falls Sie Code beitragen möchten, lesen Sie bitte unseren [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_DE.md). Gleichzeitig bitten wir Sie, Dify zu unterstützen, indem Sie es in den sozialen Medien teilen und auf Veranstaltungen und Konferenzen präsentieren.
 
 > Wir suchen Mitwirkende, die dabei helfen, Dify in weitere Sprachen zu übersetzen – außer Mandarin oder Englisch. Wenn Sie Interesse an einer Mitarbeit haben, lesen Sie bitte die [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) für weitere Informationen und hinterlassen Sie einen Kommentar im `global-users`-Kanal unseres [Discord Community Servers](https://discord.gg/8Tpq4AcN9c).
 
 ## Gemeinschaft & Kontakt
 
 - [GitHub Discussion](https://github.com/langgenius/dify/discussions). Am besten geeignet für: den Austausch von Feedback und das Stellen von Fragen.
-- [GitHub Issues](https://github.com/langgenius/dify/issues). Am besten für: Fehler, auf die Sie bei der Verwendung von Dify.AI stoßen, und Funktionsvorschläge. Siehe unseren [Contribution Guide](./CONTRIBUTING.md).
+- [GitHub Issues](https://github.com/langgenius/dify/issues). Am besten für: Fehler, auf die Sie bei der Verwendung von Dify.AI stoßen, und Funktionsvorschläge. Siehe unseren [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
 - [Discord](https://discord.gg/FngNHpbcY7). Am besten geeignet für: den Austausch von Bewerbungen und den Austausch mit der Community.
 - [X(Twitter)](https://twitter.com/dify_ai). Am besten geeignet für: den Austausch von Bewerbungen und den Austausch mit der Community.
 
@@ -215,4 +200,4 @@ Um Ihre Privatsphäre zu schützen, vermeiden Sie es bitte, Sicherheitsprobleme
 
 ## Lizenz
 
-Dieses Repository steht unter der [Dify Open Source License](../../LICENSE), die im Wesentlichen Apache 2.0 mit einigen zusätzlichen Einschränkungen ist.
+Dieses Repository steht unter der [Dify Open Source License](LICENSE), die im Wesentlichen Apache 2.0 mit einigen zusätzlichen Einschränkungen ist.

README_ES.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
@@ -32,28 +32,20 @@
         <img alt="Issues cerrados" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20cerrados&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
     <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
         <img alt="Publicaciones de discusión" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Health Score" src="https://insights.linuxfoundation.org/api/badge/health-score?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Contributors" src="https://insights.linuxfoundation.org/api/badge/contributors?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Active Contributors" src="https://insights.linuxfoundation.org/api/badge/active-contributors?project=langgenius-dify"></a>
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 # 
@@ -116,7 +108,7 @@ Dale estrella a Dify en GitHub y serás notificado instantáneamente de las nuev
 
 </br>
 
-La forma más fácil de iniciar el servidor de Dify es ejecutar nuestro archivo [docker-compose.yml](../../docker/docker-compose.yaml). Antes de ejecutar el comando de instalación, asegúrate de que [Docker](https://docs.docker.com/get-docker/) y [Docker Compose](https://docs.docker.com/compose/install/) estén instalados en tu máquina:
+La forma más fácil de iniciar el servidor de Dify es ejecutar nuestro archivo [docker-compose.yml](docker/docker-compose.yaml). Antes de ejecutar el comando de instalación, asegúrate de que [Docker](https://docs.docker.com/get-docker/) y [Docker Compose](https://docs.docker.com/compose/install/) estén instalados en tu máquina:
 
 ```bash
 cd docker
@@ -130,18 +122,10 @@ Después de ejecutarlo, puedes acceder al panel de control de Dify en tu navegad
 
 ## Próximos pasos
 
-Si necesita personalizar la configuración, consulte los comentarios en nuestro archivo [.env.example](../../docker/.env.example) y actualice los valores correspondientes en su archivo `.env`. Además, es posible que deba realizar ajustes en el propio archivo `docker-compose.yaml`, como cambiar las versiones de las imágenes, las asignaciones de puertos o los montajes de volúmenes, según su entorno de implementación y requisitos específicos. Después de realizar cualquier cambio, vuelva a ejecutar `docker-compose up -d`. Puede encontrar la lista completa de variables de entorno disponibles [aquí](https://docs.dify.ai/getting-started/install-self-hosted/environments).
+Si necesita personalizar la configuración, consulte los comentarios en nuestro archivo [.env.example](docker/.env.example) y actualice los valores correspondientes en su archivo `.env`. Además, es posible que deba realizar ajustes en el propio archivo `docker-compose.yaml`, como cambiar las versiones de las imágenes, las asignaciones de puertos o los montajes de volúmenes, según su entorno de implementación y requisitos específicos. Después de realizar cualquier cambio, vuelva a ejecutar `docker-compose up -d`. Puede encontrar la lista completa de variables de entorno disponibles [aquí](https://docs.dify.ai/getting-started/install-self-hosted/environments).
 
 . Después de realizar los cambios, ejecuta `docker-compose up -d` nuevamente. Puedes ver la lista completa de variables de entorno [aquí](https://docs.dify.ai/getting-started/install-self-hosted/environments).
 
-### Monitorización de Métricas con Grafana
-
-Importe el panel a Grafana, utilizando la base de datos PostgreSQL de Dify como fuente de datos, para monitorizar métricas en granularidad de aplicaciones, inquilinos, mensajes y más.
-
-- [Panel de Grafana por @bowenliang123](https://github.com/bowenliang123/dify-grafana-dashboard)
-
-### Implementación con Kubernetes
-
 Si desea configurar una configuración de alta disponibilidad, la comunidad proporciona [Gráficos Helm](https://helm.sh/) y archivos YAML, a través de los cuales puede desplegar Dify en Kubernetes.
 
 - [Gráfico Helm por @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
@@ -186,7 +170,7 @@ Implementa Dify en AKS con un clic usando [Azure Devops Pipeline Helm Chart by @
 
 ## Contribuir
 
-Para aquellos que deseen contribuir con código, consulten nuestra [Guía de contribución](./CONTRIBUTING.md).
+Para aquellos que deseen contribuir con código, consulten nuestra [Guía de contribución](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_ES.md).
 Al mismo tiempo, considera apoyar a Dify compartiéndolo en redes sociales y en eventos y conferencias.
 
 > Estamos buscando colaboradores para ayudar con la traducción de Dify a idiomas que no sean el mandarín o el inglés. Si estás interesado en ayudar, consulta el [README de i18n](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) para obtener más información y déjanos un comentario en el canal `global-users` de nuestro [Servidor de Comunidad en Discord](https://discord.gg/8Tpq4AcN9c).
@@ -200,7 +184,7 @@ Al mismo tiempo, considera apoyar a Dify compartiéndolo en redes sociales y en
 ## Comunidad y Contacto
 
 - [Discusión en GitHub](https://github.com/langgenius/dify/discussions). Lo mejor para: compartir comentarios y hacer preguntas.
-- [Reporte de problemas en GitHub](https://github.com/langgenius/dify/issues). Lo mejor para: errores que encuentres usando Dify.AI y propuestas de características. Consulta nuestra [Guía de contribución](./CONTRIBUTING.md).
+- [Reporte de problemas en GitHub](https://github.com/langgenius/dify/issues). Lo mejor para: errores que encuentres usando Dify.AI y propuestas de características. Consulta nuestra [Guía de contribución](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
 - [Discord](https://discord.gg/FngNHpbcY7). Lo mejor para: compartir tus aplicaciones y pasar el rato con la comunidad.
 - [X(Twitter)](https://twitter.com/dify_ai). Lo mejor para: compartir tus aplicaciones y pasar el rato con la comunidad.
 
@@ -214,4 +198,12 @@ Para proteger tu privacidad, evita publicar problemas de seguridad en GitHub. En
 
 ## Licencia
 
-Este repositorio está disponible bajo la [Licencia de Código Abierto de Dify](../../LICENSE), que es esencialmente Apache 2.0 con algunas restricciones adicionales.
+Este repositorio está disponible bajo la [Licencia de Código Abierto de Dify](LICENSE), que es esencialmente Apache 2.0 con algunas restricciones adicionales.
+
+## Divulgación de Seguridad
+
+Para proteger tu privacidad, evita publicar problemas de seguridad en GitHub. En su lugar, envía tus preguntas a security@dify.ai y te proporcionaremos una respuesta más detallada.
+
+## Licencia
+
+Este repositorio está disponible bajo la [Licencia de Código Abierto de Dify](LICENSE), que es esencialmente Apache 2.0 con algunas restricciones adicionales.

README_FR.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
@@ -32,28 +32,20 @@
         <img alt="Problèmes fermés" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
     <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
         <img alt="Messages de discussion" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Health Score" src="https://insights.linuxfoundation.org/api/badge/health-score?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Contributors" src="https://insights.linuxfoundation.org/api/badge/contributors?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Active Contributors" src="https://insights.linuxfoundation.org/api/badge/active-contributors?project=langgenius-dify"></a>
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 # 
@@ -116,7 +108,7 @@ Mettez une étoile à Dify sur GitHub et soyez instantanément informé des nouv
 
 </br>
 
-La manière la plus simple de démarrer le serveur Dify est d'exécuter notre fichier [docker-compose.yml](../../docker/docker-compose.yaml). Avant d'exécuter la commande d'installation, assurez-vous que [Docker](https://docs.docker.com/get-docker/) et [Docker Compose](https://docs.docker.com/compose/install/) sont installés sur votre machine:
+La manière la plus simple de démarrer le serveur Dify est d'exécuter notre fichier [docker-compose.yml](docker/docker-compose.yaml). Avant d'exécuter la commande d'installation, assurez-vous que [Docker](https://docs.docker.com/get-docker/) et [Docker Compose](https://docs.docker.com/compose/install/) sont installés sur votre machine:
 
 ```bash
 cd docker
@@ -130,15 +122,7 @@ Après l'exécution, vous pouvez accéder au tableau de bord Dify dans votre nav
 
 ## Prochaines étapes
 
-Si vous devez personnaliser la configuration, veuillez vous référer aux commentaires dans notre fichier [.env.example](../../docker/.env.example) et mettre à jour les valeurs correspondantes dans votre fichier `.env`. De plus, vous devrez peut-être apporter des modifications au fichier `docker-compose.yaml` lui-même, comme changer les versions d'image, les mappages de ports ou les montages de volumes, en fonction de votre environnement de déploiement et de vos exigences spécifiques. Après avoir effectué des modifications, veuillez réexécuter `docker-compose up -d`. Vous pouvez trouver la liste complète des variables d'environnement disponibles [ici](https://docs.dify.ai/getting-started/install-self-hosted/environments).
-
-### Surveillance des Métriques avec Grafana
-
-Importez le tableau de bord dans Grafana, en utilisant la base de données PostgreSQL de Dify comme source de données, pour surveiller les métriques avec une granularité d'applications, de locataires, de messages et plus.
-
-- [Tableau de bord Grafana par @bowenliang123](https://github.com/bowenliang123/dify-grafana-dashboard)
-
-### Déploiement avec Kubernetes
+Si vous devez personnaliser la configuration, veuillez vous référer aux commentaires dans notre fichier [.env.example](docker/.env.example) et mettre à jour les valeurs correspondantes dans votre fichier `.env`. De plus, vous devrez peut-être apporter des modifications au fichier `docker-compose.yaml` lui-même, comme changer les versions d'image, les mappages de ports ou les montages de volumes, en fonction de votre environnement de déploiement et de vos exigences spécifiques. Après avoir effectué des modifications, veuillez réexécuter `docker-compose up -d`. Vous pouvez trouver la liste complète des variables d'environnement disponibles [ici](https://docs.dify.ai/getting-started/install-self-hosted/environments).
 
 Si vous souhaitez configurer une configuration haute disponibilité, la communauté fournit des [Helm Charts](https://helm.sh/) et des fichiers YAML, à travers lesquels vous pouvez déployer Dify sur Kubernetes.
 
@@ -184,7 +168,7 @@ Déployez Dify sur AKS en un clic en utilisant [Azure Devops Pipeline Helm Chart
 
 ## Contribuer
 
-Pour ceux qui souhaitent contribuer du code, consultez notre [Guide de contribution](./CONTRIBUTING.md).
+Pour ceux qui souhaitent contribuer du code, consultez notre [Guide de contribution](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_FR.md).
 Dans le même temps, veuillez envisager de soutenir Dify en le partageant sur les réseaux sociaux et lors d'événements et de conférences.
 
 > Nous recherchons des contributeurs pour aider à traduire Dify dans des langues autres que le mandarin ou l'anglais. Si vous êtes intéressé à aider, veuillez consulter le [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) pour plus d'informations, et laissez-nous un commentaire dans le canal `global-users` de notre [Serveur communautaire Discord](https://discord.gg/8Tpq4AcN9c).
@@ -198,7 +182,7 @@ Dans le même temps, veuillez envisager de soutenir Dify en le partageant sur le
 ## Communauté & Contact
 
 - [Discussion GitHub](https://github.com/langgenius/dify/discussions). Meilleur pour: partager des commentaires et poser des questions.
-- [Problèmes GitHub](https://github.com/langgenius/dify/issues). Meilleur pour: les bogues que vous rencontrez en utilisant Dify.AI et les propositions de fonctionnalités. Consultez notre [Guide de contribution](./CONTRIBUTING.md).
+- [Problèmes GitHub](https://github.com/langgenius/dify/issues). Meilleur pour: les bogues que vous rencontrez en utilisant Dify.AI et les propositions de fonctionnalités. Consultez notre [Guide de contribution](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
 - [Discord](https://discord.gg/FngNHpbcY7). Meilleur pour: partager vos applications et passer du temps avec la communauté.
 - [X(Twitter)](https://twitter.com/dify_ai). Meilleur pour: partager vos applications et passer du temps avec la communauté.
 
@@ -212,4 +196,12 @@ Pour protéger votre vie privée, veuillez éviter de publier des problèmes de
 
 ## Licence
 
-Ce référentiel est disponible sous la [Licence open source Dify](../../LICENSE), qui est essentiellement l'Apache 2.0 avec quelques restrictions supplémentaires.
+Ce référentiel est disponible sous la [Licence open source Dify](LICENSE), qui est essentiellement l'Apache 2.0 avec quelques restrictions supplémentaires.
+
+## Divulgation de sécurité
+
+Pour protéger votre vie privée, veuillez éviter de publier des problèmes de sécurité sur GitHub. Au lieu de cela, envoyez vos questions à security@dify.ai et nous vous fournirons une réponse plus détaillée.
+
+## Licence
+
+Ce référentiel est disponible sous la [Licence open source Dify](LICENSE), qui est essentiellement l'Apache 2.0 avec quelques restrictions supplémentaires.

README_JA.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
@@ -32,28 +32,20 @@
         <img alt="クローズされた問題" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
     <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
         <img alt="ディスカッション投稿" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Health Score" src="https://insights.linuxfoundation.org/api/badge/health-score?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Contributors" src="https://insights.linuxfoundation.org/api/badge/contributors?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Active Contributors" src="https://insights.linuxfoundation.org/api/badge/active-contributors?project=langgenius-dify"></a>
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 # 
@@ -117,7 +109,7 @@ GitHub上でDifyにスターを付けることで、Difyに関する新しいニ
 
 </br>
 
-Difyサーバーを起動する最も簡単な方法は、[docker-compose.yml](../../docker/docker-compose.yaml)ファイルを実行することです。インストールコマンドを実行する前に、マシンに[Docker](https://docs.docker.com/get-docker/)と[Docker Compose](https://docs.docker.com/compose/install/)がインストールされていることを確認してください。
+Difyサーバーを起動する最も簡単な方法は、[docker-compose.yml](docker/docker-compose.yaml)ファイルを実行することです。インストールコマンドを実行する前に、マシンに[Docker](https://docs.docker.com/get-docker/)と[Docker Compose](https://docs.docker.com/compose/install/)がインストールされていることを確認してください。
 
 ```bash
 cd docker
@@ -131,15 +123,7 @@ docker compose up -d
 
 ## 次のステップ
 
-設定をカスタマイズする必要がある場合は、[.env.example](../../docker/.env.example) ファイルのコメントを参照し、`.env` ファイルの対応する値を更新してください。さらに、デプロイ環境や要件に応じて、`docker-compose.yaml` ファイル自体を調整する必要がある場合があります。たとえば、イメージのバージョン、ポートのマッピング、ボリュームのマウントなどを変更します。変更を加えた後は、`docker-compose up -d` を再実行してください。利用可能な環境変数の全一覧は、[こちら](https://docs.dify.ai/getting-started/install-self-hosted/environments)で確認できます。
-
-### Grafanaを使用したメトリクス監視
-
-Grafanaにダッシュボードをインポートし、DifyのPostgreSQLデータベースをデータソースとして使用して、アプリ、テナント、メッセージなどの粒度でメトリクスを監視します。
-
-- [@bowenliang123によるGrafanaダッシュボード](https://github.com/bowenliang123/dify-grafana-dashboard)
-
-### Kubernetesでのデプロイ
+設定をカスタマイズする必要がある場合は、[.env.example](docker/.env.example) ファイルのコメントを参照し、`.env` ファイルの対応する値を更新してください。さらに、デプロイ環境や要件に応じて、`docker-compose.yaml` ファイル自体を調整する必要がある場合があります。たとえば、イメージのバージョン、ポートのマッピング、ボリュームのマウントなどを変更します。変更を加えた後は、`docker-compose up -d` を再実行してください。利用可能な環境変数の全一覧は、[こちら](https://docs.dify.ai/getting-started/install-self-hosted/environments)で確認できます。
 
 高可用性設定を設定する必要がある場合、コミュニティは[Helm Charts](https://helm.sh/)とYAMLファイルにより、DifyをKubernetesにデプロイすることができます。
 
@@ -185,7 +169,7 @@ Grafanaにダッシュボードをインポートし、DifyのPostgreSQLデー
 
 ## 貢献
 
-コードに貢献したい方は、[Contribution Guide](./CONTRIBUTING.md)を参照してください。
+コードに貢献したい方は、[Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_JA.md)を参照してください。
 同時に、DifyをSNSやイベント、カンファレンスで共有してサポートしていただけると幸いです。
 
 > Difyを英語または中国語以外の言語に翻訳してくれる貢献者を募集しています。興味がある場合は、詳細については[i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md)を参照してください。また、[Discordコミュニティサーバー](https://discord.gg/8Tpq4AcN9c)の`global-users`チャンネルにコメントを残してください。
@@ -199,10 +183,10 @@ Grafanaにダッシュボードをインポートし、DifyのPostgreSQLデー
 ## コミュニティ & お問い合わせ
 
 - [GitHub Discussion](https://github.com/langgenius/dify/discussions). 主に: フィードバックの共有や質問。
-- [GitHub Issues](https://github.com/langgenius/dify/issues). 主に: Dify.AIを使用する際に発生するエラーや問題については、[貢献ガイド](./CONTRIBUTING.md)を参照してください
+- [GitHub Issues](https://github.com/langgenius/dify/issues). 主に: Dify.AIを使用する際に発生するエラーや問題については、[貢献ガイド](CONTRIBUTING_JA.md)を参照してください
 - [Discord](https://discord.gg/FngNHpbcY7). 主に: アプリケーションの共有やコミュニティとの交流。
 - [X(Twitter)](https://twitter.com/dify_ai). 主に: アプリケーションの共有やコミュニティとの交流。
 
 ## ライセンス
 
-このリポジトリは、Dify Open Source License にいくつかの追加制限を加えた[Difyオープンソースライセンス](../../LICENSE)の下で利用可能です。
+このリポジトリは、Dify Open Source License にいくつかの追加制限を加えた[Difyオープンソースライセンス](LICENSE)の下で利用可能です。

README_KL.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
@@ -32,28 +32,20 @@
         <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
     <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
         <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Health Score" src="https://insights.linuxfoundation.org/api/badge/health-score?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Contributors" src="https://insights.linuxfoundation.org/api/badge/contributors?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Active Contributors" src="https://insights.linuxfoundation.org/api/badge/active-contributors?project=langgenius-dify"></a>
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 # 
@@ -116,7 +108,7 @@ Star Dify on GitHub and be instantly notified of new releases.
 
 </br>
 
-The easiest way to start the Dify server is to run our [docker-compose.yml](../../docker/docker-compose.yaml) file. Before running the installation command, make sure that [Docker](https://docs.docker.com/get-docker/) and [Docker Compose](https://docs.docker.com/compose/install/) are installed on your machine:
+The easiest way to start the Dify server is to run our [docker-compose.yml](docker/docker-compose.yaml) file. Before running the installation command, make sure that [Docker](https://docs.docker.com/get-docker/) and [Docker Compose](https://docs.docker.com/compose/install/) are installed on your machine:
 
 ```bash
 cd docker
@@ -130,7 +122,7 @@ After running, you can access the Dify dashboard in your browser at [http://loca
 
 ## Next steps
 
-If you need to customize the configuration, please refer to the comments in our [.env.example](../../docker/.env.example) file and update the corresponding values in your `.env` file. Additionally, you might need to make adjustments to the `docker-compose.yaml` file itself, such as changing image versions, port mappings, or volume mounts, based on your specific deployment environment and requirements. After making any changes, please re-run `docker-compose up -d`. You can find the full list of available environment variables [here](https://docs.dify.ai/getting-started/install-self-hosted/environments).
+If you need to customize the configuration, please refer to the comments in our [.env.example](docker/.env.example) file and update the corresponding values in your `.env` file. Additionally, you might need to make adjustments to the `docker-compose.yaml` file itself, such as changing image versions, port mappings, or volume mounts, based on your specific deployment environment and requirements. After making any changes, please re-run `docker-compose up -d`. You can find the full list of available environment variables [here](https://docs.dify.ai/getting-started/install-self-hosted/environments).
 
 If you'd like to configure a highly-available setup, there are community-contributed [Helm Charts](https://helm.sh/) and YAML files which allow Dify to be deployed on Kubernetes.
 
@@ -189,7 +181,10 @@ At the same time, please consider supporting Dify by sharing it on social media
 
 ## Community & Contact
 
-- [GitHub Discussion](https://github.com/langgenius/dify/discussions). Best for: sharing feedback and asking questions.
+- \[GitHub Discussion\](https://github.com/langgenius/dify/discussions
+
+). Best for: sharing feedback and asking questions.
+
 - [GitHub Issues](https://github.com/langgenius/dify/issues). Best for: bugs you encounter using Dify.AI, and feature proposals. See our [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
 - [Discord](https://discord.gg/FngNHpbcY7). Best for: sharing your applications and hanging out with the community.
 - [X(Twitter)](https://twitter.com/dify_ai). Best for: sharing your applications and hanging out with the community.
@@ -204,4 +199,4 @@ To protect your privacy, please avoid posting security issues on GitHub. Instead
 
 ## License
 
-This repository is available under the [Dify Open Source License](../../LICENSE), which is essentially Apache 2.0 with a few additional restrictions.
+This repository is available under the [Dify Open Source License](LICENSE), which is essentially Apache 2.0 with a few additional restrictions.

README_KR.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify 클라우드</a> ·
@@ -32,28 +32,20 @@
         <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
     <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
         <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Health Score" src="https://insights.linuxfoundation.org/api/badge/health-score?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Contributors" src="https://insights.linuxfoundation.org/api/badge/contributors?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Active Contributors" src="https://insights.linuxfoundation.org/api/badge/active-contributors?project=langgenius-dify"></a>
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-    <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+    <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 Dify는 오픈 소스 LLM 앱 개발 플랫폼입니다. 직관적인 인터페이스를 통해 AI 워크플로우, RAG 파이프라인, 에이전트 기능, 모델 관리, 관찰 기능 등을 결합하여 프로토타입에서 프로덕션까지 빠르게 전환할 수 있습니다. 주요 기능 목록은 다음과 같습니다:</br> </br>
@@ -110,7 +102,7 @@ GitHub에서 Dify에 별표를 찍어 새로운 릴리스를 즉시 알림 받
 
 </br>
 
-Dify 서버를 시작하는 가장 쉬운 방법은 [docker-compose.yml](../../docker/docker-compose.yaml) 파일을 실행하는 것입니다. 설치 명령을 실행하기 전에 [Docker](https://docs.docker.com/get-docker/) 및 [Docker Compose](https://docs.docker.com/compose/install/)가 머신에 설치되어 있는지 확인하세요.
+Dify 서버를 시작하는 가장 쉬운 방법은 [docker-compose.yml](docker/docker-compose.yaml) 파일을 실행하는 것입니다. 설치 명령을 실행하기 전에 [Docker](https://docs.docker.com/get-docker/) 및 [Docker Compose](https://docs.docker.com/compose/install/)가 머신에 설치되어 있는지 확인하세요.
 
 ```bash
 cd docker
@@ -124,15 +116,7 @@ docker compose up -d
 
 ## 다음 단계
 
-구성을 사용자 정의해야 하는 경우 [.env.example](../../docker/.env.example) 파일의 주석을 참조하고 `.env` 파일에서 해당 값을 업데이트하십시오. 또한 특정 배포 환경 및 요구 사항에 따라 `docker-compose.yaml` 파일 자체를 조정해야 할 수도 있습니다. 예를 들어 이미지 버전, 포트 매핑 또는 볼륨 마운트를 변경합니다. 변경 한 후 `docker-compose up -d`를 다시 실행하십시오. 사용 가능한 환경 변수의 전체 목록은 [여기](https://docs.dify.ai/getting-started/install-self-hosted/environments)에서 찾을 수 있습니다.
-
-### Grafana를 사용한 메트릭 모니터링
-
-Dify의 PostgreSQL 데이터베이스를 데이터 소스로 사용하여 앱, 테넌트, 메시지 등에 대한 세분화된 메트릭을 모니터링하기 위해 대시보드를 Grafana로 가져옵니다.
-
-- [@bowenliang123의 Grafana 대시보드](https://github.com/bowenliang123/dify-grafana-dashboard)
-
-### Kubernetes를 통한 배포
+구성을 사용자 정의해야 하는 경우 [.env.example](docker/.env.example) 파일의 주석을 참조하고 `.env` 파일에서 해당 값을 업데이트하십시오. 또한 특정 배포 환경 및 요구 사항에 따라 `docker-compose.yaml` 파일 자체를 조정해야 할 수도 있습니다. 예를 들어 이미지 버전, 포트 매핑 또는 볼륨 마운트를 변경합니다. 변경 한 후 `docker-compose up -d`를 다시 실행하십시오. 사용 가능한 환경 변수의 전체 목록은 [여기](https://docs.dify.ai/getting-started/install-self-hosted/environments)에서 찾을 수 있습니다.
 
 Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했다는 커뮤니티가 제공하는 [Helm Charts](https://helm.sh/)와 YAML 파일이 존재합니다.
 
@@ -178,7 +162,7 @@ Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했
 
 ## 기여
 
-코드에 기여하고 싶은 분들은 [기여 가이드](./CONTRIBUTING.md)를 참조하세요.
+코드에 기여하고 싶은 분들은 [기여 가이드](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_KR.md)를 참조하세요.
 동시에 Dify를 소셜 미디어와 행사 및 컨퍼런스에 공유하여 지원하는 것을 고려해 주시기 바랍니다.
 
 > 우리는 Dify를 중국어나 영어 이외의 언어로 번역하는 데 도움을 줄 수 있는 기여자를 찾고 있습니다. 도움을 주고 싶으시다면 [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md)에서 더 많은 정보를 확인하시고 [Discord 커뮤니티 서버](https://discord.gg/8Tpq4AcN9c)의 `global-users` 채널에 댓글을 남겨주세요.
@@ -192,7 +176,7 @@ Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했
 ## 커뮤니티 & 연락처
 
 - [GitHub 토론](https://github.com/langgenius/dify/discussions). 피드백 공유 및 질문하기에 적합합니다.
-- [GitHub 이슈](https://github.com/langgenius/dify/issues). Dify.AI 사용 중 발견한 버그와 기능 제안에 적합합니다. [기여 가이드](./CONTRIBUTING.md)를 참조하세요.
+- [GitHub 이슈](https://github.com/langgenius/dify/issues). Dify.AI 사용 중 발견한 버그와 기능 제안에 적합합니다. [기여 가이드](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)를 참조하세요.
 - [디스코드](https://discord.gg/FngNHpbcY7). 애플리케이션 공유 및 커뮤니티와 소통하기에 적합합니다.
 - [트위터](https://twitter.com/dify_ai). 애플리케이션 공유 및 커뮤니티와 소통하기에 적합합니다.
 
@@ -206,4 +190,4 @@ Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했
 
 ## 라이선스
 
-이 저장소는 기본적으로 몇 가지 추가 제한 사항이 있는 Apache 2.0인 [Dify 오픈 소스 라이선스](../../LICENSE)에 따라 사용할 수 있습니다.
+이 저장소는 기본적으로 몇 가지 추가 제한 사항이 있는 Apache 2.0인 [Dify 오픈 소스 라이선스](LICENSE)에 따라 사용할 수 있습니다.

README_PT.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">Introduzindo o Dify Workflow com Upload de Arquivo: Recrie o Podcast Google NotebookLM</a>
@@ -36,29 +36,21 @@
         <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
     <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
         <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Health Score" src="https://insights.linuxfoundation.org/api/badge/health-score?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Contributors" src="https://insights.linuxfoundation.org/api/badge/contributors?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Active Contributors" src="https://insights.linuxfoundation.org/api/badge/active-contributors?project=langgenius-dify"></a>
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README em Inglês" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README em Espanhol" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README em Francês" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README em Coreano" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README em Árabe" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="README em Turco" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README em Vietnamita" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../pt-BR/README.md"><img alt="README em Português - BR" src="https://img.shields.io/badge/Portugu%C3%AAs-BR?style=flat&label=BR&color=d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README em Inglês" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README em Espanhol" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README em Francês" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README em Coreano" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README em Árabe" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="README em Turco" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README em Vietnamita" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_PT.md"><img alt="README em Português - BR" src="https://img.shields.io/badge/Portugu%C3%AAs-BR?style=flat&label=BR&color=d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 Dify é uma plataforma de desenvolvimento de aplicativos LLM de código aberto. Sua interface intuitiva combina workflow de IA, pipeline RAG, capacidades de agente, gerenciamento de modelos, recursos de observabilidade e muito mais, permitindo que você vá rapidamente do protótipo à produção. Aqui está uma lista das principais funcionalidades:
@@ -97,7 +89,7 @@ Todas os recursos do Dify vêm com APIs correspondentes, permitindo que você in
   Use nossa [documentação](https://docs.dify.ai) para referências adicionais e instruções mais detalhadas.
 
 - **Dify para empresas/organizações</br>**
-  Oferecemos recursos adicionais voltados para empresas. Você pode [falar conosco por e-mail](mailto:business@dify.ai?subject=%5BGitHub%5DBusiness%20License%20Inquiry) para discutir necessidades empresariais. <br/>
+  Oferecemos recursos adicionais voltados para empresas. [Envie suas perguntas através deste chatbot](https://udify.app/chat/22L1zSxg6yW1cWQg) ou [envie-nos um e-mail](mailto:business@dify.ai?subject=%5BGitHub%5DBusiness%20License%20Inquiry) para discutir necessidades empresariais. </br>
 
   > Para startups e pequenas empresas que utilizam AWS, confira o [Dify Premium no AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) e implemente no seu próprio AWS VPC com um clique. É uma oferta AMI acessível com a opção de criar aplicativos com logotipo e marca personalizados.
 
@@ -116,7 +108,7 @@ Dê uma estrela no Dify no GitHub e seja notificado imediatamente sobre novos la
 
 </br>
 
-A maneira mais fácil de iniciar o servidor Dify é executar nosso arquivo [docker-compose.yml](../../docker/docker-compose.yaml). Antes de rodar o comando de instalação, certifique-se de que o [Docker](https://docs.docker.com/get-docker/) e o [Docker Compose](https://docs.docker.com/compose/install/) estão instalados na sua máquina:
+A maneira mais fácil de iniciar o servidor Dify é executar nosso arquivo [docker-compose.yml](docker/docker-compose.yaml). Antes de rodar o comando de instalação, certifique-se de que o [Docker](https://docs.docker.com/get-docker/) e o [Docker Compose](https://docs.docker.com/compose/install/) estão instalados na sua máquina:
 
 ```bash
 cd docker
@@ -130,15 +122,7 @@ Após a execução, você pode acessar o painel do Dify no navegador em [http://
 
 ## Próximos passos
 
-Se precisar personalizar a configuração, consulte os comentários no nosso arquivo [.env.example](../../docker/.env.example) e atualize os valores correspondentes no seu arquivo `.env`. Além disso, talvez seja necessário fazer ajustes no próprio arquivo `docker-compose.yaml`, como alterar versões de imagem, mapeamentos de portas ou montagens de volumes, com base no seu ambiente de implantação específico e nas suas necessidades. Após fazer quaisquer alterações, execute novamente `docker-compose up -d`. Você pode encontrar a lista completa de variáveis de ambiente disponíveis [aqui](https://docs.dify.ai/getting-started/install-self-hosted/environments).
-
-### Monitoramento de Métricas com Grafana
-
-Importe o dashboard para o Grafana, usando o banco de dados PostgreSQL do Dify como fonte de dados, para monitorar métricas na granularidade de aplicativos, inquilinos, mensagens e muito mais.
-
-- [Dashboard do Grafana por @bowenliang123](https://github.com/bowenliang123/dify-grafana-dashboard)
-
-### Implantação com Kubernetes
+Se precisar personalizar a configuração, consulte os comentários no nosso arquivo [.env.example](docker/.env.example) e atualize os valores correspondentes no seu arquivo `.env`. Além disso, talvez seja necessário fazer ajustes no próprio arquivo `docker-compose.yaml`, como alterar versões de imagem, mapeamentos de portas ou montagens de volumes, com base no seu ambiente de implantação específico e nas suas necessidades. Após fazer quaisquer alterações, execute novamente `docker-compose up -d`. Você pode encontrar a lista completa de variáveis de ambiente disponíveis [aqui](https://docs.dify.ai/getting-started/install-self-hosted/environments).
 
 Se deseja configurar uma instalação de alta disponibilidade, há [Helm Charts](https://helm.sh/) e arquivos YAML contribuídos pela comunidade que permitem a implantação do Dify no Kubernetes.
 
@@ -184,7 +168,7 @@ Implante o Dify no AKS com um clique usando [Azure Devops Pipeline Helm Chart by
 
 ## Contribuindo
 
-Para aqueles que desejam contribuir com código, veja nosso [Guia de Contribuição](./CONTRIBUTING.md).
+Para aqueles que desejam contribuir com código, veja nosso [Guia de Contribuição](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_PT.md).
 Ao mesmo tempo, considere apoiar o Dify compartilhando-o nas redes sociais e em eventos e conferências.
 
 > Estamos buscando contribuidores para ajudar na tradução do Dify para idiomas além de Mandarim e Inglês. Se você tiver interesse em ajudar, consulte o [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) para mais informações e deixe-nos um comentário no canal `global-users` em nosso [Servidor da Comunidade no Discord](https://discord.gg/8Tpq4AcN9c).
@@ -198,7 +182,7 @@ Ao mesmo tempo, considere apoiar o Dify compartilhando-o nas redes sociais e em
 ## Comunidade e contato
 
 - [Discussões no GitHub](https://github.com/langgenius/dify/discussions). Melhor para: compartilhar feedback e fazer perguntas.
-- [Problemas no GitHub](https://github.com/langgenius/dify/issues). Melhor para: relatar bugs encontrados no Dify.AI e propor novos recursos. Veja nosso [Guia de Contribuição](./CONTRIBUTING.md).
+- [Problemas no GitHub](https://github.com/langgenius/dify/issues). Melhor para: relatar bugs encontrados no Dify.AI e propor novos recursos. Veja nosso [Guia de Contribuição](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
 - [Discord](https://discord.gg/FngNHpbcY7). Melhor para: compartilhar suas aplicações e interagir com a comunidade.
 - [X(Twitter)](https://twitter.com/dify_ai). Melhor para: compartilhar suas aplicações e interagir com a comunidade.
 
@@ -212,4 +196,4 @@ Para proteger sua privacidade, evite postar problemas de segurança no GitHub. E
 
 ## Licença
 
-Este repositório está disponível sob a [Licença de Código Aberto Dify](../../LICENSE), que é essencialmente Apache 2.0 com algumas restrições adicionais.
+Este repositório está disponível sob a [Licença de Código Aberto Dify](LICENSE), que é essencialmente Apache 2.0 com algumas restrições adicionais.

README_SI.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">Predstavljamo nalaganje datotek Dify Workflow: znova ustvarite Google NotebookLM Podcast</a>
@@ -33,29 +33,21 @@
         <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
     <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
         <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Health Score" src="https://insights.linuxfoundation.org/api/badge/health-score?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Contributors" src="https://insights.linuxfoundation.org/api/badge/contributors?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Active Contributors" src="https://insights.linuxfoundation.org/api/badge/active-contributors?project=langgenius-dify"></a>
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../sl-SI/README.md"><img alt="README Slovenščina" src="https://img.shields.io/badge/Sloven%C5%A1%C4%8Dina-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_SI.md"><img alt="README Slovenščina" src="https://img.shields.io/badge/Sloven%C5%A1%C4%8Dina-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 Dify je odprtokodna platforma za razvoj aplikacij LLM. Njegov intuitivni vmesnik združuje agentski potek dela z umetno inteligenco, cevovod RAG, zmogljivosti agentov, upravljanje modelov, funkcije opazovanja in več, kar vam omogoča hiter prehod od prototipa do proizvodnje.
@@ -134,14 +126,6 @@ Star Dify on GitHub and be instantly notified of new releases.
 
 Če morate prilagoditi konfiguracijo, si oglejte komentarje v naši datoteki .env.example in posodobite ustrezne vrednosti v svoji .env datoteki. Poleg tega boste morda morali prilagoditi docker-compose.yamlsamo datoteko, na primer spremeniti različice slike, preslikave vrat ali namestitve nosilca, glede na vaše specifično okolje in zahteve za uvajanje. Po kakršnih koli spremembah ponovno zaženite docker-compose up -d. Celoten seznam razpoložljivih spremenljivk okolja najdete tukaj .
 
-### Spremljanje metrik z Grafana
-
-Uvoz nadzorne plošče v Grafana, z uporabo Difyjeve PostgreSQL baze podatkov kot vir podatkov, za spremljanje metrike glede na podrobnost aplikacij, najemnikov, sporočil in drugega.
-
-- [Nadzorna plošča Grafana avtorja @bowenliang123](https://github.com/bowenliang123/dify-grafana-dashboard)
-
-### Namestitev s Kubernetes
-
 Če želite konfigurirati visoko razpoložljivo nastavitev, so na voljo Helm Charts in datoteke YAML, ki jih prispeva skupnost, ki omogočajo uvedbo Difyja v Kubernetes.
 
 - [Helm Chart by @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
@@ -185,7 +169,7 @@ Z enim klikom namestite Dify v AKS z uporabo [Azure Devops Pipeline Helm Chart b
 
 ## Prispevam
 
-Za tiste, ki bi radi prispevali kodo, si oglejte naš [vodnik za prispevke](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md). Hkrati vas prosimo, da podprete Dify tako, da ga delite na družbenih medijih ter na dogodkih in konferencah.
+Za tiste, ki bi radi prispevali kodo, si oglejte naš vodnik za prispevke . Hkrati vas prosimo, da podprete Dify tako, da ga delite na družbenih medijih ter na dogodkih in konferencah.
 
 > Iščemo sodelavce za pomoč pri prevajanju Difyja v jezike, ki niso mandarinščina ali angleščina. Če želite pomagati, si oglejte i18n README za več informacij in nam pustite komentar v global-userskanalu našega strežnika skupnosti Discord .
 
@@ -212,4 +196,4 @@ Zaradi zaščite vaše zasebnosti se izogibajte objavljanju varnostnih vprašanj
 
 ## Licenca
 
-To skladišče je na voljo pod [odprtokodno licenco Dify](../../LICENSE) , ki je v bistvu Apache 2.0 z nekaj dodatnimi omejitvami.
+To skladišče je na voljo pod [odprtokodno licenco Dify](LICENSE) , ki je v bistvu Apache 2.0 z nekaj dodatnimi omejitvami.

README_TR.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify Bulut</a> ·
@@ -32,28 +32,20 @@
         <img alt="Kapatılan sorunlar" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=kapatilan%20sorunlar&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
     <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
         <img alt="Tartışma gönderileri" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Health Score" src="https://insights.linuxfoundation.org/api/badge/health-score?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Contributors" src="https://insights.linuxfoundation.org/api/badge/contributors?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Active Contributors" src="https://insights.linuxfoundation.org/api/badge/active-contributors?project=langgenius-dify"></a>
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 Dify, açık kaynaklı bir LLM uygulama geliştirme platformudur. Sezgisel arayüzü, AI iş akışı, RAG pipeline'ı, ajan yetenekleri, model yönetimi, gözlemlenebilirlik özellikleri ve daha fazlasını birleştirerek, prototipten üretime hızlıca geçmenizi sağlar. İşte temel özelliklerin bir listesi:
@@ -110,7 +102,7 @@ GitHub'da Dify'a yıldız verin ve yeni sürümlerden anında haberdar olun.
 > - RAM >= 4GB
 
 </br>
-Dify sunucusunu başlatmanın en kolay yolu, [docker-compose.yml](../../docker/docker-compose.yaml) dosyamızı çalıştırmaktır. Kurulum komutunu çalıştırmadan önce, makinenizde [Docker](https://docs.docker.com/get-docker/) ve [Docker Compose](https://docs.docker.com/compose/install/)'un kurulu olduğundan emin olun:
+Dify sunucusunu başlatmanın en kolay yolu, [docker-compose.yml](docker/docker-compose.yaml) dosyamızı çalıştırmaktır. Kurulum komutunu çalıştırmadan önce, makinenizde [Docker](https://docs.docker.com/get-docker/) ve [Docker Compose](https://docs.docker.com/compose/install/)'un kurulu olduğundan emin olun:
 
 ```bash
 cd docker
@@ -124,15 +116,7 @@ docker compose up -d
 
 ## Sonraki adımlar
 
-Yapılandırmayı özelleştirmeniz gerekiyorsa, lütfen [.env.example](../../docker/.env.example) dosyamızdaki yorumlara bakın ve `.env` dosyanızdaki ilgili değerleri güncelleyin. Ayrıca, spesifik dağıtım ortamınıza ve gereksinimlerinize bağlı olarak `docker-compose.yaml` dosyasının kendisinde de, imaj sürümlerini, port eşlemelerini veya hacim bağlantılarını değiştirmek gibi ayarlamalar yapmanız gerekebilir. Herhangi bir değişiklik yaptıktan sonra, lütfen `docker-compose up -d` komutunu tekrar çalıştırın. Kullanılabilir tüm ortam değişkenlerinin tam listesini [burada](https://docs.dify.ai/getting-started/install-self-hosted/environments) bulabilirsiniz.
-
-### Grafana ile Metrik İzleme
-
-Uygulamalar, kiracılar, mesajlar ve daha fazlasının granularitesinde metrikleri izlemek için Dify'nin PostgreSQL veritabanını veri kaynağı olarak kullanarak panoyu Grafana'ya aktarın.
-
-- [@bowenliang123 tarafından Grafana Panosu](%E9%93%BE%E6%8E%A5)
-
-### Kubernetes ile Dağıtım
+Yapılandırmayı özelleştirmeniz gerekiyorsa, lütfen [.env.example](docker/.env.example) dosyamızdaki yorumlara bakın ve `.env` dosyanızdaki ilgili değerleri güncelleyin. Ayrıca, spesifik dağıtım ortamınıza ve gereksinimlerinize bağlı olarak `docker-compose.yaml` dosyasının kendisinde de, imaj sürümlerini, port eşlemelerini veya hacim bağlantılarını değiştirmek gibi ayarlamalar yapmanız gerekebilir. Herhangi bir değişiklik yaptıktan sonra, lütfen `docker-compose up -d` komutunu tekrar çalıştırın. Kullanılabilir tüm ortam değişkenlerinin tam listesini [burada](https://docs.dify.ai/getting-started/install-self-hosted/environments) bulabilirsiniz.
 
 Yüksek kullanılabilirliğe sahip bir kurulum yapılandırmak isterseniz, Dify'ın Kubernetes üzerine dağıtılmasına olanak tanıyan topluluk katkılı [Helm Charts](https://helm.sh/) ve YAML dosyaları mevcuttur.
 
@@ -177,7 +161,7 @@ Dify'ı bulut platformuna tek tıklamayla dağıtın [terraform](https://www.ter
 
 ## Katkıda Bulunma
 
-Kod katkısında bulunmak isteyenler için [Katkı Kılavuzumuza](./CONTRIBUTING.md) bakabilirsiniz.
+Kod katkısında bulunmak isteyenler için [Katkı Kılavuzumuza](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_TR.md) bakabilirsiniz.
 Aynı zamanda, lütfen Dify'ı sosyal medyada, etkinliklerde ve konferanslarda paylaşarak desteklemeyi düşünün.
 
 > Dify'ı Mandarin veya İngilizce dışındaki dillere çevirmemize yardımcı olacak katkıda bulunanlara ihtiyacımız var. Yardımcı olmakla ilgileniyorsanız, lütfen daha fazla bilgi için [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) dosyasına bakın ve [Discord Topluluk Sunucumuzdaki](https://discord.gg/8Tpq4AcN9c) `global-users` kanalında bize bir yorum bırakın.
@@ -191,7 +175,7 @@ Aynı zamanda, lütfen Dify'ı sosyal medyada, etkinliklerde ve konferanslarda p
 ## Topluluk & iletişim
 
 - [GitHub Tartışmaları](https://github.com/langgenius/dify/discussions). En uygun: geri bildirim paylaşmak ve soru sormak için.
-- [GitHub Sorunları](https://github.com/langgenius/dify/issues). En uygun: Dify.AI kullanırken karşılaştığınız hatalar ve özellik önerileri için. [Katkı Kılavuzumuza](./CONTRIBUTING.md) bakın.
+- [GitHub Sorunları](https://github.com/langgenius/dify/issues). En uygun: Dify.AI kullanırken karşılaştığınız hatalar ve özellik önerileri için. [Katkı Kılavuzumuza](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) bakın.
 - [Discord](https://discord.gg/FngNHpbcY7). En uygun: uygulamalarınızı paylaşmak ve toplulukla vakit geçirmek için.
 - [X(Twitter)](https://twitter.com/dify_ai). En uygun: uygulamalarınızı paylaşmak ve toplulukla vakit geçirmek için.
 
@@ -205,4 +189,4 @@ Gizliliğinizi korumak için, lütfen güvenlik sorunlarını GitHub'da paylaşm
 
 ## Lisans
 
-Bu depo, temel olarak Apache 2.0 lisansı ve birkaç ek kısıtlama içeren [Dify Açık Kaynak Lisansı](../../LICENSE) altında kullanıma sunulmuştur.
+Bu depo, temel olarak Apache 2.0 lisansı ve birkaç ek kısıtlama içeren [Dify Açık Kaynak Lisansı](LICENSE) altında kullanıma sunulmuştur.

README_TW.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">介紹 Dify 工作流程檔案上傳功能：重現 Google NotebookLM Podcast</a>
@@ -36,27 +36,21 @@
         <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
     <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
         <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Health Score" src="https://insights.linuxfoundation.org/api/badge/health-score?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Contributors" src="https://insights.linuxfoundation.org/api/badge/contributors?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Active Contributors" src="https://insights.linuxfoundation.org/api/badge/active-contributors?project=langgenius-dify"></a>
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_TW.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_DE.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
 </p>
 
 Dify 是一個開源的 LLM 應用程式開發平台。其直觀的界面結合了智能代理工作流程、RAG 管道、代理功能、模型管理、可觀察性功能等，讓您能夠快速從原型進展到生產環境。
@@ -70,7 +64,7 @@ Dify 是一個開源的 LLM 應用程式開發平台。其直觀的界面結合
 
 </br>
 
-啟動 Dify 伺服器最簡單的方式是透過 [docker compose](../../docker/docker-compose.yaml)。在使用以下命令運行 Dify 之前，請確保您的機器已安裝 [Docker](https://docs.docker.com/get-docker/) 和 [Docker Compose](https://docs.docker.com/compose/install/)：
+啟動 Dify 伺服器最簡單的方式是透過 [docker compose](docker/docker-compose.yaml)。在使用以下命令運行 Dify 之前，請確保您的機器已安裝 [Docker](https://docs.docker.com/get-docker/) 和 [Docker Compose](https://docs.docker.com/compose/install/)：
 
 ```bash
 cd dify
@@ -134,15 +128,7 @@ Dify 的所有功能都提供相應的 API，因此您可以輕鬆地將 Dify
 
 ## 進階設定
 
-如果您需要自定義配置，請參考我們的 [.env.example](../../docker/.env.example) 文件中的註釋，並在您的 `.env` 文件中更新相應的值。此外，根據您特定的部署環境和需求，您可能需要調整 `docker-compose.yaml` 文件本身，例如更改映像版本、端口映射或卷掛載。進行任何更改後，請重新運行 `docker-compose up -d`。您可以在[這裡](https://docs.dify.ai/getting-started/install-self-hosted/environments)找到可用環境變數的完整列表。
-
-### 使用 Grafana 進行指標監控
-
-將儀表板匯入 Grafana，使用 Dify 的 PostgreSQL 資料庫作為資料來源，以監控應用程式、租戶、訊息等顆粒度的指標。
-
-- [由 @bowenliang123 提供的 Grafana 儀表板](https://github.com/bowenliang123/dify-grafana-dashboard)
-
-### 使用 Kubernetes 部署
+如果您需要自定義配置，請參考我們的 [.env.example](docker/.env.example) 文件中的註釋，並在您的 `.env` 文件中更新相應的值。此外，根據您特定的部署環境和需求，您可能需要調整 `docker-compose.yaml` 文件本身，例如更改映像版本、端口映射或卷掛載。進行任何更改後，請重新運行 `docker-compose up -d`。您可以在[這裡](https://docs.dify.ai/getting-started/install-self-hosted/environments)找到可用環境變數的完整列表。
 
 如果您想配置高可用性設置，社區貢獻的 [Helm Charts](https://helm.sh/) 和 Kubernetes 資源清單（YAML）允許在 Kubernetes 上部署 Dify。
 
@@ -187,7 +173,7 @@ Dify 的所有功能都提供相應的 API，因此您可以輕鬆地將 Dify
 
 ## 貢獻
 
-對於想要貢獻程式碼的開發者，請參閱我們的[貢獻指南](./CONTRIBUTING.md)。
+對於想要貢獻程式碼的開發者，請參閱我們的[貢獻指南](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_TW.md)。
 同時，也請考慮透過在社群媒體和各種活動與會議上分享 Dify 來支持我們。
 
 > 我們正在尋找貢獻者協助將 Dify 翻譯成中文和英文以外的語言。如果您有興趣幫忙，請查看 [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) 獲取更多資訊，並在我們的 [Discord 社群伺服器](https://discord.gg/8Tpq4AcN9c) 的 `global-users` 頻道留言給我們。
@@ -195,7 +181,7 @@ Dify 的所有功能都提供相應的 API，因此您可以輕鬆地將 Dify
 ## 社群與聯絡方式
 
 - [GitHub Discussion](https://github.com/langgenius/dify/discussions)：最適合分享反饋和提問。
-- [GitHub Issues](https://github.com/langgenius/dify/issues)：最適合報告使用 Dify.AI 時遇到的問題和提出功能建議。請參閱我們的[貢獻指南](./CONTRIBUTING.md)。
+- [GitHub Issues](https://github.com/langgenius/dify/issues)：最適合報告使用 Dify.AI 時遇到的問題和提出功能建議。請參閱我們的[貢獻指南](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)。
 - [Discord](https://discord.gg/FngNHpbcY7)：最適合分享您的應用程式並與社群互動。
 - [X(Twitter)](https://twitter.com/dify_ai)：最適合分享您的應用程式並與社群互動。
 
@@ -215,4 +201,4 @@ Dify 的所有功能都提供相應的 API，因此您可以輕鬆地將 Dify
 
 ## 授權條款
 
-本代碼庫採用 [Dify 開源授權](../../LICENSE)，這基本上是 Apache 2.0 授權加上一些額外限制條款。
+本代碼庫採用 [Dify 開源授權](LICENSE)，這基本上是 Apache 2.0 授權加上一些額外限制條款。

README_VI.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
@@ -32,28 +32,20 @@
         <img alt="Vấn đề đã đóng" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
     <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
         <img alt="Bài thảo luận" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Health Score" src="https://insights.linuxfoundation.org/api/badge/health-score?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Contributors" src="https://insights.linuxfoundation.org/api/badge/contributors?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Active Contributors" src="https://insights.linuxfoundation.org/api/badge/active-contributors?project=langgenius-dify"></a>
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 Dify là một nền tảng phát triển ứng dụng LLM mã nguồn mở. Giao diện trực quan kết hợp quy trình làm việc AI, mô hình RAG, khả năng tác nhân, quản lý mô hình, tính năng quan sát và hơn thế nữa, cho phép bạn nhanh chóng chuyển từ nguyên mẫu sang sản phẩm. Đây là danh sách các tính năng cốt lõi:
@@ -92,7 +84,7 @@ Tất cả các dịch vụ của Dify đều đi kèm với các API tương
   Sử dụng [tài liệu](https://docs.dify.ai) của chúng tôi để tham khảo thêm và nhận hướng dẫn chi tiết hơn.
 
 - **Dify cho doanh nghiệp / tổ chức</br>**
-  Chúng tôi cung cấp các tính năng bổ sung tập trung vào doanh nghiệp. [Gửi email cho chúng tôi](mailto:business@dify.ai?subject=%5BGitHub%5DBusiness%20License%20Inquiry) để thảo luận về nhu cầu doanh nghiệp. <br/>
+  Chúng tôi cung cấp các tính năng bổ sung tập trung vào doanh nghiệp. [Ghi lại câu hỏi của bạn cho chúng tôi thông qua chatbot này](https://udify.app/chat/22L1zSxg6yW1cWQg) hoặc [gửi email cho chúng tôi](mailto:business@dify.ai?subject=%5BGitHub%5DBusiness%20License%20Inquiry) để thảo luận về nhu cầu doanh nghiệp. </br>
 
   > Đối với các công ty khởi nghiệp và doanh nghiệp nhỏ sử dụng AWS, hãy xem [Dify Premium trên AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) và triển khai nó vào AWS VPC của riêng bạn chỉ với một cú nhấp chuột. Đây là một AMI giá cả phải chăng với tùy chọn tạo ứng dụng với logo và thương hiệu tùy chỉnh.
 
@@ -111,7 +103,7 @@ Yêu thích Dify trên GitHub và được thông báo ngay lập tức về cá
 
 </br>
 
-Cách dễ nhất để khởi động máy chủ Dify là chạy tệp [docker-compose.yml](../../docker/docker-compose.yaml) của chúng tôi. Trước khi chạy lệnh cài đặt, hãy đảm bảo rằng [Docker](https://docs.docker.com/get-docker/) và [Docker Compose](https://docs.docker.com/compose/install/) đã được cài đặt trên máy của bạn:
+Cách dễ nhất để khởi động máy chủ Dify là chạy tệp [docker-compose.yml](docker/docker-compose.yaml) của chúng tôi. Trước khi chạy lệnh cài đặt, hãy đảm bảo rằng [Docker](https://docs.docker.com/get-docker/) và [Docker Compose](https://docs.docker.com/compose/install/) đã được cài đặt trên máy của bạn:
 
 ```bash
 cd docker
@@ -125,15 +117,7 @@ Sau khi chạy, bạn có thể truy cập bảng điều khiển Dify trong tr
 
 ## Các bước tiếp theo
 
-Nếu bạn cần tùy chỉnh cấu hình, vui lòng tham khảo các nhận xét trong tệp [.env.example](../../docker/.env.example) của chúng tôi và cập nhật các giá trị tương ứng trong tệp `.env` của bạn. Ngoài ra, bạn có thể cần điều chỉnh tệp `docker-compose.yaml`, chẳng hạn như thay đổi phiên bản hình ảnh, ánh xạ cổng hoặc gắn kết khối lượng, dựa trên môi trường triển khai cụ thể và yêu cầu của bạn. Sau khi thực hiện bất kỳ thay đổi nào, vui lòng chạy lại `docker-compose up -d`. Bạn có thể tìm thấy danh sách đầy đủ các biến môi trường có sẵn [tại đây](https://docs.dify.ai/getting-started/install-self-hosted/environments).
-
-### Giám sát Số liệu với Grafana
-
-Nhập bảng điều khiển vào Grafana, sử dụng cơ sở dữ liệu PostgreSQL của Dify làm nguồn dữ liệu, để giám sát số liệu theo mức độ chi tiết của ứng dụng, người thuê, tin nhắn và hơn thế nữa.
-
-- [Bảng điều khiển Grafana của @bowenliang123](https://github.com/bowenliang123/dify-grafana-dashboard)
-
-### Triển khai với Kubernetes
+Nếu bạn cần tùy chỉnh cấu hình, vui lòng tham khảo các nhận xét trong tệp [.env.example](docker/.env.example) của chúng tôi và cập nhật các giá trị tương ứng trong tệp `.env` của bạn. Ngoài ra, bạn có thể cần điều chỉnh tệp `docker-compose.yaml`, chẳng hạn như thay đổi phiên bản hình ảnh, ánh xạ cổng hoặc gắn kết khối lượng, dựa trên môi trường triển khai cụ thể và yêu cầu của bạn. Sau khi thực hiện bất kỳ thay đổi nào, vui lòng chạy lại `docker-compose up -d`. Bạn có thể tìm thấy danh sách đầy đủ các biến môi trường có sẵn [tại đây](https://docs.dify.ai/getting-started/install-self-hosted/environments).
 
 Nếu bạn muốn cấu hình một cài đặt có độ sẵn sàng cao, có các [Helm Charts](https://helm.sh/) và tệp YAML do cộng đồng đóng góp cho phép Dify được triển khai trên Kubernetes.
 
@@ -178,7 +162,7 @@ Triển khai Dify lên AKS chỉ với một cú nhấp chuột bằng [Azure De
 
 ## Đóng góp
 
-Đối với những người muốn đóng góp mã, xem [Hướng dẫn Đóng góp](./CONTRIBUTING.md) của chúng tôi.
+Đối với những người muốn đóng góp mã, xem [Hướng dẫn Đóng góp](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_VI.md) của chúng tôi.
 Đồng thời, vui lòng xem xét hỗ trợ Dify bằng cách chia sẻ nó trên mạng xã hội và tại các sự kiện và hội nghị.
 
 > Chúng tôi đang tìm kiếm người đóng góp để giúp dịch Dify sang các ngôn ngữ khác ngoài tiếng Trung hoặc tiếng Anh. Nếu bạn quan tâm đến việc giúp đỡ, vui lòng xem [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) để biết thêm thông tin và để lại bình luận cho chúng tôi trong kênh `global-users` của [Máy chủ Cộng đồng Discord](https://discord.gg/8Tpq4AcN9c) của chúng tôi.
@@ -192,7 +176,7 @@ Triển khai Dify lên AKS chỉ với một cú nhấp chuột bằng [Azure De
 ## Cộng đồng & liên hệ
 
 - [Thảo luận GitHub](https://github.com/langgenius/dify/discussions). Tốt nhất cho: chia sẻ phản hồi và đặt câu hỏi.
-- [Vấn đề GitHub](https://github.com/langgenius/dify/issues). Tốt nhất cho: lỗi bạn gặp phải khi sử dụng Dify.AI và đề xuất tính năng. Xem [Hướng dẫn Đóng góp](./CONTRIBUTING.md) của chúng tôi.
+- [Vấn đề GitHub](https://github.com/langgenius/dify/issues). Tốt nhất cho: lỗi bạn gặp phải khi sử dụng Dify.AI và đề xuất tính năng. Xem [Hướng dẫn Đóng góp](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) của chúng tôi.
 - [Discord](https://discord.gg/FngNHpbcY7). Tốt nhất cho: chia sẻ ứng dụng của bạn và giao lưu với cộng đồng.
 - [X(Twitter)](https://twitter.com/dify_ai). Tốt nhất cho: chia sẻ ứng dụng của bạn và giao lưu với cộng đồng.
 
@@ -206,4 +190,4 @@ Triển khai Dify lên AKS chỉ với một cú nhấp chuột bằng [Azure De
 
 ## Giấy phép
 
-Kho lưu trữ này có sẵn theo [Giấy phép Mã nguồn Mở Dify](../../LICENSE), về cơ bản là Apache 2.0 với một vài hạn chế bổ sung.
+Kho lưu trữ này có sẵn theo [Giấy phép Mã nguồn Mở Dify](LICENSE), về cơ bản là Apache 2.0 với một vài hạn chế bổ sung.

api/.env.example

@@ -27,9 +27,6 @@ FILES_URL=http://localhost:5001
 # Example: INTERNAL_FILES_URL=http://api:5001
 INTERNAL_FILES_URL=http://127.0.0.1:5001
 
-# TRIGGER URL
-TRIGGER_URL=http://localhost:5001
-
 # The time in seconds after the signature is rejected
 FILES_ACCESS_TIMEOUT=300
 
@@ -72,15 +69,12 @@ REDIS_CLUSTERS_PASSWORD=
 # celery configuration
 CELERY_BROKER_URL=redis://:difyai123456@localhost:${REDIS_PORT}/1
 CELERY_BACKEND=redis
-
-# Database configuration
-DB_TYPE=postgresql
+# PostgreSQL database configuration
 DB_USERNAME=postgres
 DB_PASSWORD=difyai123456
 DB_HOST=localhost
 DB_PORT=5432
 DB_DATABASE=dify
-
 SQLALCHEMY_POOL_PRE_PING=true
 SQLALCHEMY_POOL_TIMEOUT=30
 
@@ -162,11 +156,9 @@ SUPABASE_URL=your-server-url
 # CORS configuration
 WEB_API_CORS_ALLOW_ORIGINS=http://localhost:3000,*
 CONSOLE_CORS_ALLOW_ORIGINS=http://localhost:3000,*
-# When the frontend and backend run on different subdomains, set COOKIE_DOMAIN to the site’s top-level domain (e.g., `example.com`). Leading dots are optional.
-COOKIE_DOMAIN=
 
 # Vector database configuration
-# Supported values are `weaviate`, `oceanbase`, `qdrant`, `milvus`, `myscale`, `relyt`, `pgvector`, `pgvecto-rs`, `chroma`, `opensearch`, `oracle`, `tencent`, `elasticsearch`, `elasticsearch-ja`, `analyticdb`, `couchbase`, `vikingdb`,  `opengauss`, `tablestore`,`vastbase`,`tidb`,`tidb_on_qdrant`,`baidu`,`lindorm`,`huawei_cloud`,`upstash`, `matrixone`.
+# Supported values are `weaviate`, `qdrant`, `milvus`, `myscale`, `relyt`, `pgvector`, `pgvecto-rs`, `chroma`, `opensearch`, `oracle`, `tencent`, `elasticsearch`, `elasticsearch-ja`, `analyticdb`, `couchbase`, `vikingdb`, `oceanbase`, `opengauss`, `tablestore`,`vastbase`,`tidb`,`tidb_on_qdrant`,`baidu`,`lindorm`,`huawei_cloud`,`upstash`, `matrixone`, `pinecone`.
 VECTOR_STORE=weaviate
 # Prefix used to create collection name in vector database
 VECTOR_INDEX_NAME_PREFIX=Vector_index
@@ -176,18 +168,6 @@ WEAVIATE_ENDPOINT=http://localhost:8080
 WEAVIATE_API_KEY=WVF5YThaHlkYwhGUSmCRgsX3tD5ngdN8pkih
 WEAVIATE_GRPC_ENABLED=false
 WEAVIATE_BATCH_SIZE=100
-WEAVIATE_TOKENIZATION=word
-
-# OceanBase Vector configuration
-OCEANBASE_VECTOR_HOST=127.0.0.1
-OCEANBASE_VECTOR_PORT=2881
-OCEANBASE_VECTOR_USER=root@test
-OCEANBASE_VECTOR_PASSWORD=difyai123456
-OCEANBASE_VECTOR_DATABASE=test
-OCEANBASE_MEMORY_LIMIT=6G
-OCEANBASE_ENABLE_HYBRID_SEARCH=false
-OCEANBASE_FULLTEXT_PARSER=ik
-SEEKDB_MEMORY_LIMIT=2G
 
 # Qdrant configuration, use `http://localhost:6333` for local mode or `https://your-qdrant-cluster-url.qdrant.io` for remote mode
 QDRANT_URL=http://localhost:6333
@@ -354,14 +334,14 @@ LINDORM_PASSWORD=admin
 LINDORM_USING_UGC=True
 LINDORM_QUERY_TIMEOUT=1
 
-# AlibabaCloud MySQL Vector configuration
-ALIBABACLOUD_MYSQL_HOST=127.0.0.1
-ALIBABACLOUD_MYSQL_PORT=3306
-ALIBABACLOUD_MYSQL_USER=root
-ALIBABACLOUD_MYSQL_PASSWORD=root
-ALIBABACLOUD_MYSQL_DATABASE=dify
-ALIBABACLOUD_MYSQL_MAX_CONNECTION=5
-ALIBABACLOUD_MYSQL_HNSW_M=6
+# OceanBase Vector configuration
+OCEANBASE_VECTOR_HOST=127.0.0.1
+OCEANBASE_VECTOR_PORT=2881
+OCEANBASE_VECTOR_USER=root@test
+OCEANBASE_VECTOR_PASSWORD=difyai123456
+OCEANBASE_VECTOR_DATABASE=test
+OCEANBASE_MEMORY_LIMIT=6G
+OCEANBASE_ENABLE_HYBRID_SEARCH=false
 
 # openGauss configuration
 OPENGAUSS_HOST=127.0.0.1
@@ -379,18 +359,22 @@ UPLOAD_IMAGE_FILE_SIZE_LIMIT=10
 UPLOAD_VIDEO_FILE_SIZE_LIMIT=100
 UPLOAD_AUDIO_FILE_SIZE_LIMIT=50
 
-# Comma-separated list of file extensions blocked from upload for security reasons.
-# Extensions should be lowercase without dots (e.g., exe,bat,sh,dll).
-# Empty by default to allow all file types.
-# Recommended: exe,bat,cmd,com,scr,vbs,ps1,msi,dll
-UPLOAD_FILE_EXTENSION_BLACKLIST=
-
 # Model configuration
 MULTIMODAL_SEND_FORMAT=base64
 PROMPT_GENERATION_MAX_TOKENS=512
 CODE_GENERATION_MAX_TOKENS=1024
 PLUGIN_BASED_TOKEN_COUNTING_ENABLED=false
 
+# Pinecone configuration, only available when VECTOR_STORE is `pinecone`
+PINECONE_API_KEY=your-pinecone-api-key
+PINECONE_ENVIRONMENT=your-pinecone-environment
+PINECONE_INDEX_NAME=dify-index
+PINECONE_CLIENT_TIMEOUT=30
+PINECONE_BATCH_SIZE=100
+PINECONE_METRIC=cosine
+PINECONE_PODS=1
+PINECONE_POD_TYPE=s1
+
 # Mail configuration, support: resend, smtp, sendgrid
 MAIL_TYPE=
 # If using SendGrid, use the 'from' field for authentication if necessary.
@@ -434,9 +418,6 @@ SSRF_DEFAULT_TIME_OUT=5
 SSRF_DEFAULT_CONNECT_TIME_OUT=5
 SSRF_DEFAULT_READ_TIME_OUT=5
 SSRF_DEFAULT_WRITE_TIME_OUT=5
-SSRF_POOL_MAX_CONNECTIONS=100
-SSRF_POOL_MAX_KEEPALIVE_CONNECTIONS=20
-SSRF_POOL_KEEPALIVE_EXPIRY=5.0
 
 BATCH_UPLOAD_LIMIT=10
 KEYWORD_DATA_SOURCE_TYPE=database
@@ -447,17 +428,10 @@ WORKFLOW_FILE_UPLOAD_LIMIT=10
 # CODE EXECUTION CONFIGURATION
 CODE_EXECUTION_ENDPOINT=http://127.0.0.1:8194
 CODE_EXECUTION_API_KEY=dify-sandbox
-CODE_EXECUTION_SSL_VERIFY=True
-CODE_EXECUTION_POOL_MAX_CONNECTIONS=100
-CODE_EXECUTION_POOL_MAX_KEEPALIVE_CONNECTIONS=20
-CODE_EXECUTION_POOL_KEEPALIVE_EXPIRY=5.0
-CODE_EXECUTION_CONNECT_TIMEOUT=10
-CODE_EXECUTION_READ_TIMEOUT=60
-CODE_EXECUTION_WRITE_TIMEOUT=10
 CODE_MAX_NUMBER=9223372036854775807
 CODE_MIN_NUMBER=-9223372036854775808
-CODE_MAX_STRING_LENGTH=400000
-TEMPLATE_TRANSFORM_MAX_LENGTH=400000
+CODE_MAX_STRING_LENGTH=80000
+TEMPLATE_TRANSFORM_MAX_LENGTH=80000
 CODE_MAX_STRING_ARRAY_LENGTH=30
 CODE_MAX_OBJECT_ARRAY_LENGTH=30
 CODE_MAX_NUMBER_ARRAY_LENGTH=1000
@@ -474,9 +448,6 @@ HTTP_REQUEST_NODE_MAX_BINARY_SIZE=10485760
 HTTP_REQUEST_NODE_MAX_TEXT_SIZE=1048576
 HTTP_REQUEST_NODE_SSL_VERIFY=True
 
-# Webhook request configuration
-WEBHOOK_REQUEST_BODY_MAX_SIZE=10485760
-
 # Respect X-* headers to redirect clients
 RESPECT_XFORWARD_HEADERS_ENABLED=false
 
@@ -500,6 +471,7 @@ INDEXING_MAX_SEGMENTATION_TOKENS_LENGTH=4000
 WORKFLOW_MAX_EXECUTION_STEPS=500
 WORKFLOW_MAX_EXECUTION_TIME=1200
 WORKFLOW_CALL_MAX_DEPTH=5
+WORKFLOW_PARALLEL_DEPTH_LIMIT=3
 MAX_VARIABLE_SIZE=204800
 
 # GraphEngine Worker Pool Configuration
@@ -532,7 +504,7 @@ API_WORKFLOW_NODE_EXECUTION_REPOSITORY=repositories.sqlalchemy_api_workflow_node
 API_WORKFLOW_RUN_REPOSITORY=repositories.sqlalchemy_api_workflow_run_repository.DifyAPISQLAlchemyWorkflowRunRepository
 # Workflow log cleanup configuration
 # Enable automatic cleanup of workflow run logs to manage database size
-WORKFLOW_LOG_CLEANUP_ENABLED=false
+WORKFLOW_LOG_CLEANUP_ENABLED=true
 # Number of days to retain workflow run logs (default: 30 days)
 WORKFLOW_LOG_RETENTION_DAYS=30
 # Batch size for workflow log cleanup operations (default: 100)
@@ -540,28 +512,8 @@ WORKFLOW_LOG_CLEANUP_BATCH_SIZE=100
 
 # App configuration
 APP_MAX_EXECUTION_TIME=1200
-APP_DEFAULT_ACTIVE_REQUESTS=0
 APP_MAX_ACTIVE_REQUESTS=0
 
-# Aliyun SLS Logstore Configuration
-# Aliyun Access Key ID
-ALIYUN_SLS_ACCESS_KEY_ID=
-# Aliyun Access Key Secret
-ALIYUN_SLS_ACCESS_KEY_SECRET=
-# Aliyun SLS Endpoint (e.g., cn-hangzhou.log.aliyuncs.com)
-ALIYUN_SLS_ENDPOINT=
-# Aliyun SLS Region (e.g., cn-hangzhou)
-ALIYUN_SLS_REGION=
-# Aliyun SLS Project Name
-ALIYUN_SLS_PROJECT_NAME=
-# Number of days to retain workflow run logs (default: 365 days， 3650 for permanent storage)
-ALIYUN_SLS_LOGSTORE_TTL=365
-# Enable dual-write to both SLS LogStore and SQL database (default: false)
-LOGSTORE_DUAL_WRITE_ENABLED=false
-# Enable dual-read fallback to SQL database when LogStore returns no results (default: true)
-# Useful for migration scenarios where historical data exists only in SQL database
-LOGSTORE_DUAL_READ_ENABLED=true
-
 # Celery beat configuration
 CELERY_BEAT_SCHEDULER_TIME=1
 
@@ -574,12 +526,6 @@ ENABLE_CLEAN_MESSAGES=false
 ENABLE_MAIL_CLEAN_DOCUMENT_NOTIFY_TASK=false
 ENABLE_DATASETS_QUEUE_MONITOR=false
 ENABLE_CHECK_UPGRADABLE_PLUGIN_TASK=true
-ENABLE_WORKFLOW_SCHEDULE_POLLER_TASK=true
-# Interval time in minutes for polling scheduled workflows(default: 1 min)
-WORKFLOW_SCHEDULE_POLLER_INTERVAL=1
-WORKFLOW_SCHEDULE_POLLER_BATCH_SIZE=100
-# Maximum number of scheduled workflows to dispatch per tick (0 for unlimited)
-WORKFLOW_SCHEDULE_MAX_DISPATCH_PER_TICK=0
 
 # Position configuration
 POSITION_TOOL_PINS=
@@ -651,42 +597,3 @@ SWAGGER_UI_PATH=/swagger-ui.html
 # Whether to encrypt dataset IDs when exporting DSL files (default: true)
 # Set to false to export dataset IDs as plain text for easier cross-environment import
 DSL_EXPORT_ENCRYPT_DATASET_ID=true
-
-# Suggested Questions After Answer Configuration
-# These environment variables allow customization of the suggested questions feature
-#
-# Custom prompt for generating suggested questions (optional)
-# If not set, uses the default prompt that generates 3 questions under 20 characters each
-# Example: "Please help me predict the five most likely technical follow-up questions a developer would ask. Focus on implementation details, best practices, and architecture considerations. Keep each question between 40-60 characters. Output must be JSON array: [\"question1\",\"question2\",\"question3\",\"question4\",\"question5\"]"
-# SUGGESTED_QUESTIONS_PROMPT=
-
-# Maximum number of tokens for suggested questions generation (default: 256)
-# Adjust this value for longer questions or more questions
-# SUGGESTED_QUESTIONS_MAX_TOKENS=256
-
-# Temperature for suggested questions generation (default: 0.0)
-# Higher values (0.5-1.0) produce more creative questions, lower values (0.0-0.3) produce more focused questions
-# SUGGESTED_QUESTIONS_TEMPERATURE=0
-
-# Tenant isolated task queue configuration
-TENANT_ISOLATED_TASK_CONCURRENCY=1
-
-# Maximum number of segments for dataset segments API (0 for unlimited)
-DATASET_MAX_SEGMENTS_PER_REQUEST=0
-
-# Multimodal knowledgebase limit
-SINGLE_CHUNK_ATTACHMENT_LIMIT=10
-ATTACHMENT_IMAGE_FILE_SIZE_LIMIT=2
-ATTACHMENT_IMAGE_DOWNLOAD_TIMEOUT=60
-IMAGE_FILE_BATCH_LIMIT=10
-
-# Maximum allowed CSV file size for annotation import in megabytes
-ANNOTATION_IMPORT_FILE_SIZE_LIMIT=2
-#Maximum number of annotation records allowed in a single import
-ANNOTATION_IMPORT_MAX_RECORDS=10000
-# Minimum number of annotation records required in a single import
-ANNOTATION_IMPORT_MIN_RECORDS=1
-ANNOTATION_IMPORT_RATE_LIMIT_PER_MINUTE=5
-ANNOTATION_IMPORT_RATE_LIMIT_PER_HOUR=20
-# Maximum number of concurrent annotation import tasks per tenant
-ANNOTATION_IMPORT_MAX_CONCURRENT=5

api/.importlinter

@@ -16,7 +16,6 @@ layers =
     graph
     nodes
     node_events
-    runtime
     entities
 containers =
     core.workflow

api/.ruff.toml

@@ -36,20 +36,17 @@ select = [
     "UP",      # pyupgrade rules
     "W191",    # tab-indentation
     "W605",    # invalid-escape-sequence
-    "G001",    # don't use str format to logging messages
-    "G003",    # don't use + in logging messages
-    "G004",    # don't use f-strings to format logging messages
-    "UP042",   # use StrEnum,
-    "S110",    # disallow the try-except-pass pattern.
-
     # security related linting rules
     # RCE proctection (sort of)
     "S102", # exec-builtin, disallow use of `exec`
     "S307", # suspicious-eval-usage, disallow use of `eval` and `ast.literal_eval`
     "S301", # suspicious-pickle-usage, disallow use of `pickle` and its wrappers.
     "S302", # suspicious-marshal-usage, disallow use of `marshal` module
-    "S311", # suspicious-non-cryptographic-random-usage,
-
+    "S311", # suspicious-non-cryptographic-random-usage
+    "G001", # don't use str format to logging messages
+    "G003", # don't use + in logging messages
+    "G004", # don't use f-strings to format logging messages
+    "UP042", # use StrEnum
 ]
 
 ignore = [
@@ -84,6 +81,7 @@ ignore = [
     "SIM113",  # enumerate-for-loop
     "SIM117",  # multiple-with-statements
     "SIM210",  # if-expr-with-true-false
+    "UP038",   # deprecated and not recommended by Ruff, https://docs.astral.sh/ruff/rules/non-pep604-isinstance/
 ]
 
 [lint.per-file-ignores]
@@ -94,16 +92,18 @@ ignore = [
 "configs/*" = [
     "N802", # invalid-function-name
 ]
-"core/model_runtime/callbacks/base_callback.py" = ["T201"]
-"core/workflow/callbacks/workflow_logging_callback.py" = ["T201"]
+"core/model_runtime/callbacks/base_callback.py" = [
+    "T201",
+]
+"core/workflow/callbacks/workflow_logging_callback.py" = [
+    "T201",
+]
 "libs/gmpy2_pkcs10aep_cipher.py" = [
     "N803", # invalid-argument-name
 ]
 "tests/*" = [
     "F811", # redefined-while-unused
-    "T201", # allow print in tests,
-    "S110", # allow ignoring exceptions in tests code (currently)
-
+    "T201", # allow print in tests
 ]
 
 [lint.pyflakes]

api/.vscode/launch.json.example

@@ -54,7 +54,7 @@
                 "--loglevel",
                 "DEBUG",
                 "-Q",
-                "dataset,priority_pipeline,pipeline,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,workflow,schedule_poller,schedule_executor,triggered_workflow_dispatcher,trigger_refresh_executor"
+                "dataset,generation,mail,ops_trace,app_deletion"
             ]
         }
     ]

api/AGENTS.md

@@ -1,62 +0,0 @@
-# Agent Skill Index
-
-Start with the section that best matches your need. Each entry lists the problems it solves plus key files/concepts so you know what to expect before opening it.
-
-______________________________________________________________________
-
-## Platform Foundations
-
-- **[Infrastructure Overview](agent_skills/infra.md)**\
-  When to read this:
-
-  - You need to understand where a feature belongs in the architecture.
-  - You’re wiring storage, Redis, vector stores, or OTEL.
-  - You’re about to add CLI commands or async jobs.\
-    What it covers: configuration stack (`configs/app_config.py`, remote settings), storage entry points (`extensions/ext_storage.py`, `core/file/file_manager.py`), Redis conventions (`extensions/ext_redis.py`), plugin runtime topology, vector-store factory (`core/rag/datasource/vdb/*`), observability hooks, SSRF proxy usage, and core CLI commands.
-
-- **[Coding Style](agent_skills/coding_style.md)**\
-  When to read this:
-
-  - You’re writing or reviewing backend code and need the authoritative checklist.
-  - You’re unsure about Pydantic validators, SQLAlchemy session usage, or logging patterns.
-  - You want the exact lint/type/test commands used in PRs.\
-    Includes: Ruff & BasedPyright commands, no-annotation policy, session examples (`with Session(db.engine, ...)`), `@field_validator` usage, logging expectations, and the rule set for file size, helpers, and package management.
-
-______________________________________________________________________
-
-## Plugin & Extension Development
-
-- **[Plugin Systems](agent_skills/plugin.md)**\
-  When to read this:
-
-  - You’re building or debugging a marketplace plugin.
-  - You need to know how manifests, providers, daemons, and migrations fit together.\
-    What it covers: plugin manifests (`core/plugin/entities/plugin.py`), installation/upgrade flows (`services/plugin/plugin_service.py`, CLI commands), runtime adapters (`core/plugin/impl/*` for tool/model/datasource/trigger/endpoint/agent), daemon coordination (`core/plugin/entities/plugin_daemon.py`), and how provider registries surface capabilities to the rest of the platform.
-
-- **[Plugin OAuth](agent_skills/plugin_oauth.md)**\
-  When to read this:
-
-  - You must integrate OAuth for a plugin or datasource.
-  - You’re handling credential encryption or refresh flows.\
-    Topics: credential storage, encryption helpers (`core/helper/provider_encryption.py`), OAuth client bootstrap (`services/plugin/oauth_service.py`, `services/plugin/plugin_parameter_service.py`), and how console/API layers expose the flows.
-
-______________________________________________________________________
-
-## Workflow Entry & Execution
-
-- **[Trigger Concepts](agent_skills/trigger.md)**\
-  When to read this:
-  - You’re debugging why a workflow didn’t start.
-  - You’re adding a new trigger type or hook.
-  - You need to trace async execution, draft debugging, or webhook/schedule pipelines.\
-    Details: Start-node taxonomy, webhook & schedule internals (`core/workflow/nodes/trigger_*`, `services/trigger/*`), async orchestration (`services/async_workflow_service.py`, Celery queues), debug event bus, and storage/logging interactions.
-
-______________________________________________________________________
-
-## Additional Notes for Agents
-
-- All skill docs assume you follow the coding style guide—run Ruff/BasedPyright/tests listed there before submitting changes.
-- When you cannot find an answer in these briefs, search the codebase using the paths referenced (e.g., `core/plugin/impl/tool.py`, `services/dataset_service.py`).
-- If you run into cross-cutting concerns (tenancy, configuration, storage), check the infrastructure guide first; it links to most supporting modules.
-- Keep multi-tenancy and configuration central: everything flows through `configs.dify_config` and `tenant_id`.
-- When touching plugins or triggers, consult both the system overview and the specialised doc to ensure you adjust lifecycle, storage, and observability consistently.

api/Dockerfile

@@ -15,11 +15,7 @@ FROM base AS packages
 # RUN sed -i 's@deb.debian.org@mirrors.aliyun.com@g' /etc/apt/sources.list.d/debian.sources
 
 RUN apt-get update \
-    && apt-get install -y --no-install-recommends \
-          # basic environment
-          g++ \
-          # for building gmpy2
-          libmpfr-dev libmpc-dev
+    && apt-get install -y --no-install-recommends gcc g++ libc-dev libffi-dev libgmp-dev libmpfr-dev libmpc-dev
 
 # Install Python dependencies
 COPY pyproject.toml uv.lock ./
@@ -48,22 +44,14 @@ ENV PYTHONIOENCODING=utf-8
 
 WORKDIR /app/api
 
-# Create non-root user
-ARG dify_uid=1001
-RUN groupadd -r -g ${dify_uid} dify && \
-    useradd -r -u ${dify_uid} -g ${dify_uid} -s /bin/bash dify && \
-    chown -R dify:dify /app
-
 RUN \
     apt-get update \
     # Install dependencies
     && apt-get install -y --no-install-recommends \
         # basic environment
-        curl nodejs \
-        # for gmpy2 \
-        libgmp-dev libmpfr-dev libmpc-dev \
+        curl nodejs libgmp-dev libmpfr-dev libmpc-dev \
         # For Security
-        expat libldap-2.5-0=2.5.13+dfsg-5 perl libsqlite3-0=3.40.1-2+deb12u2 zlib1g=1:1.2.13.dfsg-1 \
+        expat libldap-2.5-0 perl libsqlite3-0 zlib1g \
         # install fonts to support the use of tools like pypdfium2
         fonts-noto-cjk \
         # install a package to improve the accuracy of guessing mime type and file extension
@@ -75,29 +63,24 @@ RUN \
 
 # Copy Python environment and packages
 ENV VIRTUAL_ENV=/app/api/.venv
-COPY --from=packages --chown=dify:dify ${VIRTUAL_ENV} ${VIRTUAL_ENV}
+COPY --from=packages ${VIRTUAL_ENV} ${VIRTUAL_ENV}
 ENV PATH="${VIRTUAL_ENV}/bin:${PATH}"
 
 # Download nltk data
-RUN mkdir -p /usr/local/share/nltk_data && NLTK_DATA=/usr/local/share/nltk_data python -c "import nltk; nltk.download('punkt'); nltk.download('averaged_perceptron_tagger'); nltk.download('stopwords')" \
-    && chmod -R 755 /usr/local/share/nltk_data
+RUN python -c "import nltk; nltk.download('punkt'); nltk.download('averaged_perceptron_tagger')"
 
 ENV TIKTOKEN_CACHE_DIR=/app/api/.tiktoken_cache
 
-RUN python -c "import tiktoken; tiktoken.encoding_for_model('gpt2')" \
-    && chown -R dify:dify ${TIKTOKEN_CACHE_DIR}
+RUN python -c "import tiktoken; tiktoken.encoding_for_model('gpt2')"
 
 # Copy source code
-COPY --chown=dify:dify . /app/api/
-
-# Prepare entrypoint script
-COPY --chown=dify:dify --chmod=755 docker/entrypoint.sh /entrypoint.sh
+COPY . /app/api/
 
+# Copy entrypoint
+COPY docker/entrypoint.sh /entrypoint.sh
+RUN chmod +x /entrypoint.sh
 
 ARG COMMIT_SHA
 ENV COMMIT_SHA=${COMMIT_SHA}
-ENV NLTK_DATA=/usr/local/share/nltk_data
-
-USER dify
 
 ENTRYPOINT ["/bin/bash", "/entrypoint.sh"]

api/README.md

@@ -15,8 +15,8 @@
    ```bash
    cd ../docker
    cp middleware.env.example middleware.env
-   # change the profile to mysql if you are not using postgres,change the profile to other vector database if you are not using weaviate
-   docker compose -f docker-compose.middleware.yaml --profile postgresql --profile weaviate -p dify up -d
+   # change the profile to other vector database if you are not using weaviate
+   docker compose -f docker-compose.middleware.yaml --profile weaviate -p dify up -d
    cd ../api
    ```
 
@@ -26,10 +26,6 @@
    cp .env.example .env
    ```
 
-> [!IMPORTANT]
->
-> When the frontend and backend run on different subdomains, set COOKIE_DOMAIN to the site’s top-level domain (e.g., `example.com`). The frontend and backend must be under the same top-level domain in order to share authentication cookies.
-
 1. Generate a `SECRET_KEY` in the `.env` file.
 
    bash for Linux
@@ -84,10 +80,10 @@
 1. If you need to handle and debug the async tasks (e.g. dataset importing and documents indexing), please start the worker service.
 
 ```bash
-uv run celery -A app.celery worker -P threads -c 2 --loglevel INFO -Q dataset,priority_dataset,priority_pipeline,pipeline,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,workflow,schedule_poller,schedule_executor,triggered_workflow_dispatcher,trigger_refresh_executor
+uv run celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation
 ```
 
-Additionally, if you want to debug the celery scheduled tasks, you can run the following command in another terminal to start the beat service:
+Addition, if you want to debug the celery scheduled tasks, you can use the following command in another terminal:
 
 ```bash
 uv run celery -A app.celery beat

api/agent_skills/coding_style.md

@@ -1,115 +0,0 @@
-## Linter
-
-- Always follow `.ruff.toml`.
-- Run `uv run ruff check --fix --unsafe-fixes`.
-- Keep each line under 100 characters (including spaces).
-
-## Code Style
-
-- `snake_case` for variables and functions.
-- `PascalCase` for classes.
-- `UPPER_CASE` for constants.
-
-## Rules
-
-- Use Pydantic v2 standard.
-- Use `uv` for package management.
-- Do not override dunder methods like `__init__`, `__iadd__`, etc.
-- Never launch services (`uv run app.py`, `flask run`, etc.); running tests under `tests/` is allowed.
-- Prefer simple functions over classes for lightweight helpers.
-- Keep files below 800 lines; split when necessary.
-- Keep code readable—no clever hacks.
-- Never use `print`; log with `logger = logging.getLogger(__name__)`.
-
-## Guiding Principles
-
-- Mirror the project’s layered architecture: controller → service → core/domain.
-- Reuse existing helpers in `core/`, `services/`, and `libs/` before creating new abstractions.
-- Optimise for observability: deterministic control flow, clear logging, actionable errors.
-
-## SQLAlchemy Patterns
-
-- Models inherit from `models.base.Base`; never create ad-hoc metadata or engines.
-
-- Open sessions with context managers:
-
-  ```python
-  from sqlalchemy.orm import Session
-
-  with Session(db.engine, expire_on_commit=False) as session:
-      stmt = select(Workflow).where(
-          Workflow.id == workflow_id,
-          Workflow.tenant_id == tenant_id,
-      )
-      workflow = session.execute(stmt).scalar_one_or_none()
-  ```
-
-- Use SQLAlchemy expressions; avoid raw SQL unless necessary.
-
-- Introduce repository abstractions only for very large tables (e.g., workflow executions) to support alternative storage strategies.
-
-- Always scope queries by `tenant_id` and protect write paths with safeguards (`FOR UPDATE`, row counts, etc.).
-
-## Storage & External IO
-
-- Access storage via `extensions.ext_storage.storage`.
-- Use `core.helper.ssrf_proxy` for outbound HTTP fetches.
-- Background tasks that touch storage must be idempotent and log the relevant object identifiers.
-
-## Pydantic Usage
-
-- Define DTOs with Pydantic v2 models and forbid extras by default.
-
-- Use `@field_validator` / `@model_validator` for domain rules.
-
-- Example:
-
-  ```python
-  from pydantic import BaseModel, ConfigDict, HttpUrl, field_validator
-
-  class TriggerConfig(BaseModel):
-      endpoint: HttpUrl
-      secret: str
-
-      model_config = ConfigDict(extra="forbid")
-
-      @field_validator("secret")
-      def ensure_secret_prefix(cls, value: str) -> str:
-          if not value.startswith("dify_"):
-              raise ValueError("secret must start with dify_")
-          return value
-  ```
-
-## Generics & Protocols
-
-- Use `typing.Protocol` to define behavioural contracts (e.g., cache interfaces).
-- Apply generics (`TypeVar`, `Generic`) for reusable utilities like caches or providers.
-- Validate dynamic inputs at runtime when generics cannot enforce safety alone.
-
-## Error Handling & Logging
-
-- Raise domain-specific exceptions (`services/errors`, `core/errors`) and translate to HTTP responses in controllers.
-- Declare `logger = logging.getLogger(__name__)` at module top.
-- Include tenant/app/workflow identifiers in log context.
-- Log retryable events at `warning`, terminal failures at `error`.
-
-## Tooling & Checks
-
-- Format/lint: `uv run --project api --dev ruff format ./api` and `uv run --project api --dev ruff check --fix --unsafe-fixes ./api`.
-- Type checks: `uv run --directory api --dev basedpyright`.
-- Tests: `uv run --project api --dev dev/pytest/pytest_unit_tests.sh`.
-- Run all of the above before submitting your work.
-
-## Controllers & Services
-
-- Controllers: parse input via Pydantic, invoke services, return serialised responses; no business logic.
-- Services: coordinate repositories, providers, background tasks; keep side effects explicit.
-- Avoid repositories unless necessary; direct SQLAlchemy usage is preferred for typical tables.
-- Document non-obvious behaviour with concise comments.
-
-## Miscellaneous
-
-- Use `configs.dify_config` for configuration—never read environment variables directly.
-- Maintain tenant awareness end-to-end; `tenant_id` must flow through every layer touching shared resources.
-- Queue async work through `services/async_workflow_service`; implement tasks under `tasks/` with explicit queue selection.
-- Keep experimental scripts under `dev/`; do not ship them in production builds.

api/agent_skills/infra.md

@@ -1,96 +0,0 @@
-## Configuration
-
-- Import `configs.dify_config` for every runtime toggle. Do not read environment variables directly.
-- Add new settings to the proper mixin inside `configs/` (deployment, feature, middleware, etc.) so they load through `DifyConfig`.
-- Remote overrides come from the optional providers in `configs/remote_settings_sources`; keep defaults in code safe when the value is missing.
-- Example: logging pulls targets from `extensions/ext_logging.py`, and model provider URLs are assembled in `services/entities/model_provider_entities.py`.
-
-## Dependencies
-
-- Runtime dependencies live in `[project].dependencies` inside `pyproject.toml`. Optional clients go into the `storage`, `tools`, or `vdb` groups under `[dependency-groups]`.
-- Always pin versions and keep the list alphabetised. Shared tooling (lint, typing, pytest) belongs in the `dev` group.
-- When code needs a new package, explain why in the PR and run `uv lock` so the lockfile stays current.
-
-## Storage & Files
-
-- Use `extensions.ext_storage.storage` for all blob IO; it already respects the configured backend.
-- Convert files for workflows with helpers in `core/file/file_manager.py`; they handle signed URLs and multimodal payloads.
-- When writing controller logic, delegate upload quotas and metadata to `services/file_service.py` instead of touching storage directly.
-- All outbound HTTP fetches (webhooks, remote files) must go through the SSRF-safe client in `core/helper/ssrf_proxy.py`; it wraps `httpx` with the allow/deny rules configured for the platform.
-
-## Redis & Shared State
-
-- Access Redis through `extensions.ext_redis.redis_client`. For locking, reuse `redis_client.lock`.
-- Prefer higher-level helpers when available: rate limits use `libs.helper.RateLimiter`, provider metadata uses caches in `core/helper/provider_cache.py`.
-
-## Models
-
-- SQLAlchemy models sit in `models/` and inherit from the shared declarative `Base` defined in `models/base.py` (metadata configured via `models/engine.py`).
-- `models/__init__.py` exposes grouped aggregates: account/tenant models, app and conversation tables, datasets, providers, workflow runs, triggers, etc. Import from there to avoid deep path churn.
-- Follow the DDD boundary: persistence objects live in `models/`, repositories under `repositories/` translate them into domain entities, and services consume those repositories.
-- When adding a table, create the model class, register it in `models/__init__.py`, wire a repository if needed, and generate an Alembic migration as described below.
-
-## Vector Stores
-
-- Vector client implementations live in `core/rag/datasource/vdb/<provider>`, with a common factory in `core/rag/datasource/vdb/vector_factory.py` and enums in `core/rag/datasource/vdb/vector_type.py`.
-- Retrieval pipelines call these providers through `core/rag/datasource/retrieval_service.py` and dataset ingestion flows in `services/dataset_service.py`.
-- The CLI helper `flask vdb-migrate` orchestrates bulk migrations using routines in `commands.py`; reuse that pattern when adding new backend transitions.
-- To add another store, mirror the provider layout, register it with the factory, and include any schema changes in Alembic migrations.
-
-## Observability & OTEL
-
-- OpenTelemetry settings live under the observability mixin in `configs/observability`. Toggle exporters and sampling via `dify_config`, not ad-hoc env reads.
-- HTTP, Celery, Redis, SQLAlchemy, and httpx instrumentation is initialised in `extensions/ext_app_metrics.py` and `extensions/ext_request_logging.py`; reuse these hooks when adding new workers or entrypoints.
-- When creating background tasks or external calls, propagate tracing context with helpers in the existing instrumented clients (e.g. use the shared `httpx` session from `core/helper/http_client_pooling.py`).
-- If you add a new external integration, ensure spans and metrics are emitted by wiring the appropriate OTEL instrumentation package in `pyproject.toml` and configuring it in `extensions/`.
-
-## Ops Integrations
-
-- Langfuse support and other tracing bridges live under `core/ops/opik_trace`. Config toggles sit in `configs/observability`, while exporters are initialised in the OTEL extensions mentioned above.
-- External monitoring services should follow this pattern: keep client code in `core/ops`, expose switches via `dify_config`, and hook initialisation in `extensions/ext_app_metrics.py` or sibling modules.
-- Before instrumenting new code paths, check whether existing context helpers (e.g. `extensions/ext_request_logging.py`) already capture the necessary metadata.
-
-## Controllers, Services, Core
-
-- Controllers only parse HTTP input and call a service method. Keep business rules in `services/`.
-- Services enforce tenant rules, quotas, and orchestration, then call into `core/` engines (workflow execution, tools, LLMs).
-- When adding a new endpoint, search for an existing service to extend before introducing a new layer. Example: workflow APIs pipe through `services/workflow_service.py` into `core/workflow`.
-
-## Plugins, Tools, Providers
-
-- In Dify a plugin is a tenant-installable bundle that declares one or more providers (tool, model, datasource, trigger, endpoint, agent strategy) plus its resource needs and version metadata. The manifest (`core/plugin/entities/plugin.py`) mirrors what you see in the marketplace documentation.
-- Installation, upgrades, and migrations are orchestrated by `services/plugin/plugin_service.py` together with helpers such as `services/plugin/plugin_migration.py`.
-- Runtime loading happens through the implementations under `core/plugin/impl/*` (tool/model/datasource/trigger/endpoint/agent). These modules normalise plugin providers so that downstream systems (`core/tools/tool_manager.py`, `services/model_provider_service.py`, `services/trigger/*`) can treat builtin and plugin capabilities the same way.
-- For remote execution, plugin daemons (`core/plugin/entities/plugin_daemon.py`, `core/plugin/impl/plugin.py`) manage lifecycle hooks, credential forwarding, and background workers that keep plugin processes in sync with the main application.
-- Acquire tool implementations through `core/tools/tool_manager.py`; it resolves builtin, plugin, and workflow-as-tool providers uniformly, injecting the right context (tenant, credentials, runtime config).
-- To add a new plugin capability, extend the relevant `core/plugin/entities` schema and register the implementation in the matching `core/plugin/impl` module rather than importing the provider directly.
-
-## Async Workloads
-
-see `agent_skills/trigger.md` for more detailed documentation.
-
-- Enqueue background work through `services/async_workflow_service.py`. It routes jobs to the tiered Celery queues defined in `tasks/`.
-- Workers boot from `celery_entrypoint.py` and execute functions in `tasks/workflow_execution_tasks.py`, `tasks/trigger_processing_tasks.py`, etc.
-- Scheduled workflows poll from `schedule/workflow_schedule_tasks.py`. Follow the same pattern if you need new periodic jobs.
-
-## Database & Migrations
-
-- SQLAlchemy models live under `models/` and map directly to migration files in `migrations/versions`.
-- Generate migrations with `uv run --project api flask db revision --autogenerate -m "<summary>"`, then review the diff; never hand-edit the database outside Alembic.
-- Apply migrations locally using `uv run --project api flask db upgrade`; production deploys expect the same history.
-- If you add tenant-scoped data, confirm the upgrade includes tenant filters or defaults consistent with the service logic touching those tables.
-
-## CLI Commands
-
-- Maintenance commands from `commands.py` are registered on the Flask CLI. Run them via `uv run --project api flask <command>`.
-- Use the built-in `db` commands from Flask-Migrate for schema operations (`flask db upgrade`, `flask db stamp`, etc.). Only fall back to custom helpers if you need their extra behaviour.
-- Custom entries such as `flask reset-password`, `flask reset-email`, and `flask vdb-migrate` handle self-hosted account recovery and vector database migrations.
-- Before adding a new command, check whether an existing service can be reused and ensure the command guards edition-specific behaviour (many enforce `SELF_HOSTED`). Document any additions in the PR.
-- Ruff helpers are run directly with `uv`: `uv run --project api --dev ruff format ./api` for formatting and `uv run --project api --dev ruff check ./api` (add `--fix` if you want automatic fixes).
-
-## When You Add Features
-
-- Check for an existing helper or service before writing a new util.
-- Uphold tenancy: every service method should receive the tenant ID from controller wrappers such as `controllers/console/wraps.py`.
-- Update or create tests alongside behaviour changes (`tests/unit_tests` for fast coverage, `tests/integration_tests` when touching orchestrations).
-- Run `uv run --project api --dev ruff check ./api`, `uv run --directory api --dev basedpyright`, and `uv run --project api --dev dev/pytest/pytest_unit_tests.sh` before submitting changes.

api/agent_skills/plugin.md

@@ -1 +0,0 @@
-// TBD

api/agent_skills/plugin_oauth.md

@@ -1 +0,0 @@
-// TBD

api/agent_skills/trigger.md

@@ -1,53 +0,0 @@
-## Overview
-
-Trigger is a collection of nodes that we called `Start` nodes, also, the concept of `Start` is the same as `RootNode` in the workflow engine `core/workflow/graph_engine`, On the other hand, `Start` node is the entry point of workflows, every workflow run always starts from a `Start` node.
-
-## Trigger nodes
-
-- `UserInput`
-- `Trigger Webhook`
-- `Trigger Schedule`
-- `Trigger Plugin`
-
-### UserInput
-
-Before `Trigger` concept is introduced, it's what we called `Start` node, but now, to avoid confusion, it was renamed to `UserInput` node, has a strong relation with `ServiceAPI` in `controllers/service_api/app`
-
-1. `UserInput` node introduces a list of arguments that need to be provided by the user, finally it will be converted into variables in the workflow variable pool.
-1. `ServiceAPI` accept those arguments, and pass through them into `UserInput` node.
-1. For its detailed implementation, please refer to `core/workflow/nodes/start`
-
-### Trigger Webhook
-
-Inside Webhook Node, Dify provided a UI panel that allows user define a HTTP manifest `core/workflow/nodes/trigger_webhook/entities.py`.`WebhookData`, also, Dify generates a random webhook id for each `Trigger Webhook` node, the implementation was implemented in `core/trigger/utils/endpoint.py`, as you can see, `webhook-debug` is a debug mode for webhook, you may find it in `controllers/trigger/webhook.py`.
-
-Finally, requests to `webhook` endpoint will be converted into variables in workflow variable pool during workflow execution.
-
-### Trigger Schedule
-
-`Trigger Schedule` node is a node that allows user define a schedule to trigger the workflow, detailed manifest is here `core/workflow/nodes/trigger_schedule/entities.py`, we have a poller and executor to handle millions of schedules, see `docker/entrypoint.sh` / `schedule/workflow_schedule_task.py` for help.
-
-To Achieve this, a `WorkflowSchedulePlan` model was introduced in `models/trigger.py`, and a `events/event_handlers/sync_workflow_schedule_when_app_published.py` was used to sync workflow schedule plans when app is published.
-
-### Trigger Plugin
-
-`Trigger Plugin` node allows user define there own distributed trigger plugin, whenever a request was received, Dify forwards it to the plugin and wait for parsed variables from it.
-
-1. Requests were saved in storage by `services/trigger/trigger_request_service.py`, referenced by `services/trigger/trigger_service.py`.`TriggerService`.`process_endpoint`
-1. Plugins accept those requests and parse variables from it, see `core/plugin/impl/trigger.py` for details.
-
-A `subscription` concept was out here by Dify, it means an endpoint address from Dify was bound to thirdparty webhook service like `Github` `Slack` `Linear` `GoogleDrive` `Gmail` etc. Once a subscription was created, Dify continually receives requests from the platforms and handle them one by one.
-
-## Worker Pool / Async Task
-
-All the events that triggered a new workflow run is always in async mode, a unified entrypoint can be found here `services/async_workflow_service.py`.`AsyncWorkflowService`.`trigger_workflow_async`.
-
-The infrastructure we used is `celery`, we've already configured it in `docker/entrypoint.sh`, and the consumers are in `tasks/async_workflow_tasks.py`, 3 queues were used to handle different tiers of users, `PROFESSIONAL_QUEUE` `TEAM_QUEUE` `SANDBOX_QUEUE`.
-
-## Debug Strategy
-
-Dify divided users into 2 groups: builders / end users.
-
-Builders are the users who create workflows, in this stage, debugging a workflow becomes a critical part of the workflow development process, as the start node in workflows, trigger nodes can `listen` to the events from `WebhookDebug` `Schedule` `Plugin`, debugging process was created in `controllers/console/app/workflow.py`.`DraftWorkflowTriggerNodeApi`.
-
-A polling process can be considered as combine of few single `poll` operations, each `poll` operation fetches events cached in `Redis`, returns `None` if no event was found, more detailed implemented: `core/trigger/debug/event_bus.py` was used to handle the polling process, and `core/trigger/debug/event_selectors.py` was used to select the event poller based on the trigger type.

api/app.py

@@ -1,7 +1,7 @@
 import sys
 
 
-def is_db_command() -> bool:
+def is_db_command():
     if len(sys.argv) > 1 and sys.argv[0].endswith("flask") and sys.argv[1] == "db":
         return True
     return False
@@ -13,12 +13,23 @@ if is_db_command():
 
     app = create_migrations_app()
 else:
-    # Gunicorn and Celery handle monkey patching automatically in production by
-    # specifying the `gevent` worker class. Manual monkey patching is not required here.
+    # It seems that JetBrains Python debugger does not work well with gevent,
+    # so we need to disable gevent in debug mode.
+    # If you are using debugpy and set GEVENT_SUPPORT=True, you can debug with gevent.
+    # if (flask_debug := os.environ.get("FLASK_DEBUG", "0")) and flask_debug.lower() in {"false", "0", "no"}:
+    # from gevent import monkey
     #
-    # See `api/docker/entrypoint.sh` (lines 33 and 47) for details.
+    # # gevent
+    # monkey.patch_all()
     #
-    # For third-party library patching, refer to `gunicorn.conf.py` and `celery_entrypoint.py`.
+    # from grpc.experimental import gevent as grpc_gevent  # type: ignore
+    #
+    # # grpc gevent
+    # grpc_gevent.init_gevent()
+
+    # import psycogreen.gevent  # type: ignore
+    #
+    # psycogreen.gevent.patch_psycopg()
 
     from app_factory import create_app
 

api/app_factory.py

@@ -1,8 +1,6 @@
 import logging
 import time
 
-from opentelemetry.trace import get_current_span
-
 from configs import dify_config
 from contexts.wrapper import RecyclableContextVar
 from dify_app import DifyApp
@@ -20,7 +18,6 @@ def create_flask_app_with_configs() -> DifyApp:
     """
     dify_app = DifyApp(__name__)
     dify_app.config.from_mapping(dify_config.model_dump())
-    dify_app.config["RESTX_INCLUDE_ALL_MODELS"] = True
 
     # add before request hook
     @dify_app.before_request
@@ -28,25 +25,8 @@ def create_flask_app_with_configs() -> DifyApp:
         # add an unique identifier to each request
         RecyclableContextVar.increment_thread_recycles()
 
-    # add after request hook for injecting X-Trace-Id header from OpenTelemetry span context
-    @dify_app.after_request
-    def add_trace_id_header(response):
-        try:
-            span = get_current_span()
-            ctx = span.get_span_context() if span else None
-            if ctx and ctx.is_valid:
-                trace_id_hex = format(ctx.trace_id, "032x")
-                # Avoid duplicates if some middleware added it
-                if "X-Trace-Id" not in response.headers:
-                    response.headers["X-Trace-Id"] = trace_id_hex
-        except Exception:
-            # Never break the response due to tracing header injection
-            logger.warning("Failed to add trace ID to response header", exc_info=True)
-        return response
-
     # Capture the decorator's return value to avoid pyright reportUnusedFunction
     _ = before_request
-    _ = add_trace_id_header
 
     return dify_app
 
@@ -70,12 +50,10 @@ def initialize_extensions(app: DifyApp):
         ext_commands,
         ext_compress,
         ext_database,
-        ext_forward_refs,
         ext_hosting_provider,
         ext_import_modules,
         ext_logging,
         ext_login,
-        ext_logstore,
         ext_mail,
         ext_migrate,
         ext_orjson,
@@ -84,7 +62,6 @@ def initialize_extensions(app: DifyApp):
         ext_redis,
         ext_request_logging,
         ext_sentry,
-        ext_session_factory,
         ext_set_secretkey,
         ext_storage,
         ext_timezone,
@@ -97,7 +74,6 @@ def initialize_extensions(app: DifyApp):
         ext_warnings,
         ext_import_modules,
         ext_orjson,
-        ext_forward_refs,
         ext_set_secretkey,
         ext_compress,
         ext_code_based_extension,
@@ -106,7 +82,6 @@ def initialize_extensions(app: DifyApp):
         ext_migrate,
         ext_redis,
         ext_storage,
-        ext_logstore,  # Initialize logstore after storage, before celery
         ext_celery,
         ext_login,
         ext_mail,
@@ -117,7 +92,6 @@ def initialize_extensions(app: DifyApp):
         ext_commands,
         ext_otel,
         ext_request_logging,
-        ext_session_factory,
     ]
     for ext in extensions:
         short_name = ext.__name__.split(".")[-1]

api/cnt_base.sh

@@ -1,7 +0,0 @@
-#!/bin/bash
-set -euxo pipefail
-
-for pattern in "Base" "TypeBase"; do
-    printf "%s " "$pattern"
-    grep "($pattern):" -r --include='*.py' --exclude-dir=".venv" --exclude-dir="tests" . | wc -l
-done

api/commands.py

@@ -15,12 +15,12 @@ from sqlalchemy.orm import sessionmaker
 from configs import dify_config
 from constants.languages import languages
 from core.helper import encrypter
-from core.plugin.entities.plugin_daemon import CredentialType
 from core.plugin.impl.plugin import PluginInstaller
 from core.rag.datasource.vdb.vector_factory import Vector
 from core.rag.datasource.vdb.vector_type import VectorType
 from core.rag.index_processor.constant.built_in_field import BuiltInField
 from core.rag.models.document import Document
+from core.tools.entities.tool_entities import CredentialType
 from core.tools.utils.system_oauth_encryption import encrypt_system_oauth_params
 from events.app_event import app_was_created
 from extensions.ext_database import db
@@ -321,8 +321,6 @@ def migrate_knowledge_vector_database():
             )
 
             datasets = db.paginate(select=stmt, page=page, per_page=50, max_per_page=50, error_out=False)
-            if not datasets.items:
-                break
         except SQLAlchemyError:
             raise
 
@@ -1139,7 +1137,6 @@ def remove_orphaned_files_on_storage(force: bool):
         click.echo(click.style(f"Found {len(all_files_in_tables)} files in tables.", fg="white"))
     except Exception as e:
         click.echo(click.style(f"Error fetching keys: {str(e)}", fg="red"))
-        return
 
     all_files_on_storage = []
     for storage_path in storage_paths:
@@ -1230,55 +1227,6 @@ def setup_system_tool_oauth_client(provider, client_params):
     click.echo(click.style(f"OAuth client params setup successfully. id: {oauth_client.id}", fg="green"))
 
 
-@click.command("setup-system-trigger-oauth-client", help="Setup system trigger oauth client.")
-@click.option("--provider", prompt=True, help="Provider name")
-@click.option("--client-params", prompt=True, help="Client Params")
-def setup_system_trigger_oauth_client(provider, client_params):
-    """
-    Setup system trigger oauth client
-    """
-    from models.provider_ids import TriggerProviderID
-    from models.trigger import TriggerOAuthSystemClient
-
-    provider_id = TriggerProviderID(provider)
-    provider_name = provider_id.provider_name
-    plugin_id = provider_id.plugin_id
-
-    try:
-        # json validate
-        click.echo(click.style(f"Validating client params: {client_params}", fg="yellow"))
-        client_params_dict = TypeAdapter(dict[str, Any]).validate_json(client_params)
-        click.echo(click.style("Client params validated successfully.", fg="green"))
-
-        click.echo(click.style(f"Encrypting client params: {client_params}", fg="yellow"))
-        click.echo(click.style(f"Using SECRET_KEY: `{dify_config.SECRET_KEY}`", fg="yellow"))
-        oauth_client_params = encrypt_system_oauth_params(client_params_dict)
-        click.echo(click.style("Client params encrypted successfully.", fg="green"))
-    except Exception as e:
-        click.echo(click.style(f"Error parsing client params: {str(e)}", fg="red"))
-        return
-
-    deleted_count = (
-        db.session.query(TriggerOAuthSystemClient)
-        .filter_by(
-            provider=provider_name,
-            plugin_id=plugin_id,
-        )
-        .delete()
-    )
-    if deleted_count > 0:
-        click.echo(click.style(f"Deleted {deleted_count} existing oauth client params.", fg="yellow"))
-
-    oauth_client = TriggerOAuthSystemClient(
-        provider=provider_name,
-        plugin_id=plugin_id,
-        encrypted_oauth_params=oauth_client_params,
-    )
-    db.session.add(oauth_client)
-    db.session.commit()
-    click.echo(click.style(f"OAuth client params setup successfully. id: {oauth_client.id}", fg="green"))
-
-
 def _find_orphaned_draft_variables(batch_size: int = 1000) -> list[str]:
     """
     Find draft variables that reference non-existent apps.
@@ -1472,10 +1420,7 @@ def setup_datasource_oauth_client(provider, client_params):
 
 
 @click.command("transform-datasource-credentials", help="Transform datasource credentials.")
-@click.option(
-    "--environment", prompt=True, help="the environment to transform datasource credentials", default="online"
-)
-def transform_datasource_credentials(environment: str):
+def transform_datasource_credentials():
     """
     Transform datasource credentials
     """
@@ -1486,14 +1431,9 @@ def transform_datasource_credentials(environment: str):
         notion_plugin_id = "langgenius/notion_datasource"
         firecrawl_plugin_id = "langgenius/firecrawl_datasource"
         jina_plugin_id = "langgenius/jina_datasource"
-        if environment == "online":
-            notion_plugin_unique_identifier = plugin_migration._fetch_plugin_unique_identifier(notion_plugin_id)  # pyright: ignore[reportPrivateUsage]
-            firecrawl_plugin_unique_identifier = plugin_migration._fetch_plugin_unique_identifier(firecrawl_plugin_id)  # pyright: ignore[reportPrivateUsage]
-            jina_plugin_unique_identifier = plugin_migration._fetch_plugin_unique_identifier(jina_plugin_id)  # pyright: ignore[reportPrivateUsage]
-        else:
-            notion_plugin_unique_identifier = None
-            firecrawl_plugin_unique_identifier = None
-            jina_plugin_unique_identifier = None
+        notion_plugin_unique_identifier = plugin_migration._fetch_plugin_unique_identifier(notion_plugin_id)  # pyright: ignore[reportPrivateUsage]
+        firecrawl_plugin_unique_identifier = plugin_migration._fetch_plugin_unique_identifier(firecrawl_plugin_id)  # pyright: ignore[reportPrivateUsage]
+        jina_plugin_unique_identifier = plugin_migration._fetch_plugin_unique_identifier(jina_plugin_id)  # pyright: ignore[reportPrivateUsage]
         oauth_credential_type = CredentialType.OAUTH2
         api_key_credential_type = CredentialType.API_KEY
 
@@ -1581,14 +1521,6 @@ def transform_datasource_credentials(environment: str):
                     auth_count = 0
                     for firecrawl_tenant_credential in firecrawl_tenant_credentials:
                         auth_count += 1
-                        if not firecrawl_tenant_credential.credentials:
-                            click.echo(
-                                click.style(
-                                    f"Skipping firecrawl credential for tenant {tenant_id} due to missing credentials.",
-                                    fg="yellow",
-                                )
-                            )
-                            continue
                         # get credential api key
                         credentials_json = json.loads(firecrawl_tenant_credential.credentials)
                         api_key = credentials_json.get("config", {}).get("api_key")
@@ -1644,14 +1576,6 @@ def transform_datasource_credentials(environment: str):
                     auth_count = 0
                     for jina_tenant_credential in jina_tenant_credentials:
                         auth_count += 1
-                        if not jina_tenant_credential.credentials:
-                            click.echo(
-                                click.style(
-                                    f"Skipping jina credential for tenant {tenant_id} due to missing credentials.",
-                                    fg="yellow",
-                                )
-                            )
-                            continue
                         # get credential api key
                         credentials_json = json.loads(jina_tenant_credential.credentials)
                         api_key = credentials_json.get("config", {}).get("api_key")
@@ -1659,7 +1583,7 @@ def transform_datasource_credentials(environment: str):
                             "integration_secret": api_key,
                         }
                         datasource_provider = DatasourceProvider(
-                            provider="jinareader",
+                            provider="jina",
                             tenant_id=tenant_id,
                             plugin_id=jina_plugin_id,
                             auth_type=api_key_credential_type.value,

api/configs/feature/__init__.py

@@ -73,14 +73,14 @@ class AppExecutionConfig(BaseSettings):
         description="Maximum allowed execution time for the application in seconds",
         default=1200,
     )
-    APP_DEFAULT_ACTIVE_REQUESTS: NonNegativeInt = Field(
-        description="Default number of concurrent active requests per app (0 for unlimited)",
-        default=0,
-    )
     APP_MAX_ACTIVE_REQUESTS: NonNegativeInt = Field(
         description="Maximum number of concurrent active requests per app (0 for unlimited)",
         default=0,
     )
+    APP_DAILY_RATE_LIMIT: NonNegativeInt = Field(
+        description="Maximum number of requests per app per day",
+        default=5000,
+    )
 
 
 class CodeExecutionSandboxConfig(BaseSettings):
@@ -113,21 +113,6 @@ class CodeExecutionSandboxConfig(BaseSettings):
         default=10.0,
     )
 
-    CODE_EXECUTION_POOL_MAX_CONNECTIONS: PositiveInt = Field(
-        description="Maximum number of concurrent connections for the code execution HTTP client",
-        default=100,
-    )
-
-    CODE_EXECUTION_POOL_MAX_KEEPALIVE_CONNECTIONS: PositiveInt = Field(
-        description="Maximum number of persistent keep-alive connections for the code execution HTTP client",
-        default=20,
-    )
-
-    CODE_EXECUTION_POOL_KEEPALIVE_EXPIRY: PositiveFloat | None = Field(
-        description="Keep-alive expiry in seconds for idle connections (set to None to disable)",
-        default=5.0,
-    )
-
     CODE_MAX_NUMBER: PositiveInt = Field(
         description="Maximum allowed numeric value in code execution",
         default=9223372036854775807,
@@ -150,7 +135,7 @@ class CodeExecutionSandboxConfig(BaseSettings):
 
     CODE_MAX_STRING_LENGTH: PositiveInt = Field(
         description="Maximum allowed length for strings in code execution",
-        default=400_000,
+        default=80000,
     )
 
     CODE_MAX_STRING_ARRAY_LENGTH: PositiveInt = Field(
@@ -168,38 +153,6 @@ class CodeExecutionSandboxConfig(BaseSettings):
         default=1000,
     )
 
-    CODE_EXECUTION_SSL_VERIFY: bool = Field(
-        description="Enable or disable SSL verification for code execution requests",
-        default=True,
-    )
-
-
-class TriggerConfig(BaseSettings):
-    """
-    Configuration for trigger
-    """
-
-    WEBHOOK_REQUEST_BODY_MAX_SIZE: PositiveInt = Field(
-        description="Maximum allowed size for webhook request bodies in bytes",
-        default=10485760,
-    )
-
-
-class AsyncWorkflowConfig(BaseSettings):
-    """
-    Configuration for async workflow
-    """
-
-    ASYNC_WORKFLOW_SCHEDULER_GRANULARITY: int = Field(
-        description="Granularity for async workflow scheduler, "
-        "sometime, few users could block the queue due to some time-consuming tasks, "
-        "to avoid this, workflow can be suspended if needed, to achieve"
-        "this, a time-based checker is required, every granularity seconds, "
-        "the checker will check the workflow queue and suspend the workflow",
-        default=120,
-        ge=1,
-    )
-
 
 class PluginConfig(BaseSettings):
     """
@@ -216,11 +169,6 @@ class PluginConfig(BaseSettings):
         default="plugin-api-key",
     )
 
-    PLUGIN_DAEMON_TIMEOUT: PositiveFloat | None = Field(
-        description="Timeout in seconds for requests to the plugin daemon (set to None to disable)",
-        default=300.0,
-    )
-
     INNER_API_KEY_FOR_PLUGIN: str = Field(description="Inner api key for plugin", default="inner-api-key")
 
     PLUGIN_REMOTE_INSTALL_HOST: str = Field(
@@ -290,8 +238,6 @@ class EndpointConfig(BaseSettings):
         description="Template url for endpoint plugin", default="http://localhost:5002/e/{hook_id}"
     )
 
-    TRIGGER_URL: str = Field(description="Template url for triggers", default="http://localhost:5001")
-
 
 class FileAccessConfig(BaseSettings):
     """
@@ -360,93 +306,12 @@ class FileUploadConfig(BaseSettings):
         default=10,
     )
 
-    IMAGE_FILE_BATCH_LIMIT: PositiveInt = Field(
-        description="Maximum number of files allowed in a image batch upload operation",
-        default=10,
-    )
-
-    SINGLE_CHUNK_ATTACHMENT_LIMIT: PositiveInt = Field(
-        description="Maximum number of files allowed in a single chunk attachment",
-        default=10,
-    )
-
-    ATTACHMENT_IMAGE_FILE_SIZE_LIMIT: NonNegativeInt = Field(
-        description="Maximum allowed image file size for attachments in megabytes",
-        default=2,
-    )
-
-    ATTACHMENT_IMAGE_DOWNLOAD_TIMEOUT: NonNegativeInt = Field(
-        description="Timeout for downloading image attachments in seconds",
-        default=60,
-    )
-
-    # Annotation Import Security Configurations
-    ANNOTATION_IMPORT_FILE_SIZE_LIMIT: NonNegativeInt = Field(
-        description="Maximum allowed CSV file size for annotation import in megabytes",
-        default=2,
-    )
-
-    ANNOTATION_IMPORT_MAX_RECORDS: PositiveInt = Field(
-        description="Maximum number of annotation records allowed in a single import",
-        default=10000,
-    )
-
-    ANNOTATION_IMPORT_MIN_RECORDS: PositiveInt = Field(
-        description="Minimum number of annotation records required in a single import",
-        default=1,
-    )
-
-    ANNOTATION_IMPORT_RATE_LIMIT_PER_MINUTE: PositiveInt = Field(
-        description="Maximum number of annotation import requests per minute per tenant",
-        default=5,
-    )
-
-    ANNOTATION_IMPORT_RATE_LIMIT_PER_HOUR: PositiveInt = Field(
-        description="Maximum number of annotation import requests per hour per tenant",
-        default=20,
-    )
-
-    ANNOTATION_IMPORT_MAX_CONCURRENT: PositiveInt = Field(
-        description="Maximum number of concurrent annotation import tasks per tenant",
-        default=2,
-    )
-
-    inner_UPLOAD_FILE_EXTENSION_BLACKLIST: str = Field(
-        description=(
-            "Comma-separated list of file extensions that are blocked from upload. "
-            "Extensions should be lowercase without dots (e.g., 'exe,bat,sh,dll'). "
-            "Empty by default to allow all file types."
-        ),
-        validation_alias=AliasChoices("UPLOAD_FILE_EXTENSION_BLACKLIST"),
-        default="",
-    )
-
-    @computed_field  # type: ignore[misc]
-    @property
-    def UPLOAD_FILE_EXTENSION_BLACKLIST(self) -> set[str]:
-        """
-        Parse and return the blacklist as a set of lowercase extensions.
-        Returns an empty set if no blacklist is configured.
-        """
-        if not self.inner_UPLOAD_FILE_EXTENSION_BLACKLIST:
-            return set()
-        return {
-            ext.strip().lower().strip(".")
-            for ext in self.inner_UPLOAD_FILE_EXTENSION_BLACKLIST.split(",")
-            if ext.strip()
-        }
-
 
 class HttpConfig(BaseSettings):
     """
     HTTP-related configurations for the application
     """
 
-    COOKIE_DOMAIN: str = Field(
-        description="Explicit cookie domain for console/service cookies when sharing across subdomains",
-        default="",
-    )
-
     API_COMPRESSION_ENABLED: bool = Field(
         description="Enable or disable gzip compression for HTTP responses",
         default=False,
@@ -477,11 +342,11 @@ class HttpConfig(BaseSettings):
     )
 
     HTTP_REQUEST_MAX_READ_TIMEOUT: int = Field(
-        ge=1, description="Maximum read timeout in seconds for HTTP requests", default=600
+        ge=1, description="Maximum read timeout in seconds for HTTP requests", default=60
     )
 
     HTTP_REQUEST_MAX_WRITE_TIMEOUT: int = Field(
-        ge=1, description="Maximum write timeout in seconds for HTTP requests", default=600
+        ge=1, description="Maximum write timeout in seconds for HTTP requests", default=20
     )
 
     HTTP_REQUEST_NODE_MAX_BINARY_SIZE: PositiveInt = Field(
@@ -539,21 +404,6 @@ class HttpConfig(BaseSettings):
         default=5,
     )
 
-    SSRF_POOL_MAX_CONNECTIONS: PositiveInt = Field(
-        description="Maximum number of concurrent connections for the SSRF HTTP client",
-        default=100,
-    )
-
-    SSRF_POOL_MAX_KEEPALIVE_CONNECTIONS: PositiveInt = Field(
-        description="Maximum number of persistent keep-alive connections for the SSRF HTTP client",
-        default=20,
-    )
-
-    SSRF_POOL_KEEPALIVE_EXPIRY: PositiveFloat | None = Field(
-        description="Keep-alive expiry in seconds for idle SSRF connections (set to None to disable)",
-        default=5.0,
-    )
-
     RESPECT_XFORWARD_HEADERS_ENABLED: bool = Field(
         description="Enable handling of X-Forwarded-For, X-Forwarded-Proto, and X-Forwarded-Port headers"
         " when the app is behind a single trusted reverse proxy.",
@@ -604,10 +454,7 @@ class LoggingConfig(BaseSettings):
 
     LOG_FORMAT: str = Field(
         description="Format string for log messages",
-        default=(
-            "%(asctime)s.%(msecs)03d %(levelname)s [%(threadName)s] "
-            "[%(filename)s:%(lineno)d] %(trace_id)s - %(message)s"
-        ),
+        default="%(asctime)s.%(msecs)03d %(levelname)s [%(threadName)s] [%(filename)s:%(lineno)d] - %(message)s",
     )
 
     LOG_DATEFORMAT: str | None = Field(
@@ -661,7 +508,7 @@ class UpdateConfig(BaseSettings):
 
 class WorkflowVariableTruncationConfig(BaseSettings):
     WORKFLOW_VARIABLE_TRUNCATION_MAX_SIZE: PositiveInt = Field(
-        # 1000 KiB
+        # 100KB
         1024_000,
         description="Maximum size for variable to trigger final truncation.",
     )
@@ -695,16 +542,16 @@ class WorkflowConfig(BaseSettings):
         default=5,
     )
 
+    WORKFLOW_PARALLEL_DEPTH_LIMIT: PositiveInt = Field(
+        description="Maximum allowed depth for nested parallel executions",
+        default=3,
+    )
+
     MAX_VARIABLE_SIZE: PositiveInt = Field(
         description="Maximum size in bytes for a single variable in workflows. Default to 200 KB.",
         default=200 * 1024,
     )
 
-    TEMPLATE_TRANSFORM_MAX_LENGTH: PositiveInt = Field(
-        description="Maximum number of characters allowed in Template Transform node output",
-        default=400_000,
-    )
-
     # GraphEngine Worker Pool Configuration
     GRAPH_ENGINE_MIN_WORKERS: PositiveInt = Field(
         description="Minimum number of workers per GraphEngine instance",
@@ -889,7 +736,7 @@ class MailConfig(BaseSettings):
 
     MAIL_TEMPLATING_TIMEOUT: int = Field(
         description="""
-        Timeout for email templating in seconds. Used to prevent infinite loops in malicious templates.
+        Timeout for email templating in seconds. Used to prevent infinite loops in malicious templates. 
         Only available in sandbox mode.""",
         default=3,
     )
@@ -1028,11 +875,6 @@ class DataSetConfig(BaseSettings):
         default=True,
     )
 
-    DATASET_MAX_SEGMENTS_PER_REQUEST: NonNegativeInt = Field(
-        description="Maximum number of segments for dataset segments API (0 for unlimited)",
-        default=0,
-    )
-
 
 class WorkspaceConfig(BaseSettings):
     """
@@ -1108,44 +950,6 @@ class CeleryScheduleTasksConfig(BaseSettings):
         description="Enable check upgradable plugin task",
         default=True,
     )
-    ENABLE_WORKFLOW_SCHEDULE_POLLER_TASK: bool = Field(
-        description="Enable workflow schedule poller task",
-        default=True,
-    )
-    WORKFLOW_SCHEDULE_POLLER_INTERVAL: int = Field(
-        description="Workflow schedule poller interval in minutes",
-        default=1,
-    )
-    WORKFLOW_SCHEDULE_POLLER_BATCH_SIZE: int = Field(
-        description="Maximum number of schedules to process in each poll batch",
-        default=100,
-    )
-    WORKFLOW_SCHEDULE_MAX_DISPATCH_PER_TICK: int = Field(
-        description="Maximum schedules to dispatch per tick (0=unlimited, circuit breaker)",
-        default=0,
-    )
-
-    # Trigger provider refresh (simple version)
-    ENABLE_TRIGGER_PROVIDER_REFRESH_TASK: bool = Field(
-        description="Enable trigger provider refresh poller",
-        default=True,
-    )
-    TRIGGER_PROVIDER_REFRESH_INTERVAL: int = Field(
-        description="Trigger provider refresh poller interval in minutes",
-        default=1,
-    )
-    TRIGGER_PROVIDER_REFRESH_BATCH_SIZE: int = Field(
-        description="Max trigger subscriptions to process per tick",
-        default=200,
-    )
-    TRIGGER_PROVIDER_CREDENTIAL_THRESHOLD_SECONDS: int = Field(
-        description="Proactive credential refresh threshold in seconds",
-        default=60 * 60,
-    )
-    TRIGGER_PROVIDER_SUBSCRIPTION_THRESHOLD_SECONDS: int = Field(
-        description="Proactive subscription refresh threshold in seconds",
-        default=60 * 60,
-    )
 
 
 class PositionConfig(BaseSettings):
@@ -1244,7 +1048,7 @@ class AccountConfig(BaseSettings):
 
 
 class WorkflowLogConfig(BaseSettings):
-    WORKFLOW_LOG_CLEANUP_ENABLED: bool = Field(default=False, description="Enable workflow run log cleanup")
+    WORKFLOW_LOG_CLEANUP_ENABLED: bool = Field(default=True, description="Enable workflow run log cleanup")
     WORKFLOW_LOG_RETENTION_DAYS: int = Field(default=30, description="Retention days for workflow run logs")
     WORKFLOW_LOG_CLEANUP_BATCH_SIZE: int = Field(
         default=100, description="Batch size for workflow run log cleanup operations"
@@ -1263,21 +1067,12 @@ class SwaggerUIConfig(BaseSettings):
     )
 
 
-class TenantIsolatedTaskQueueConfig(BaseSettings):
-    TENANT_ISOLATED_TASK_CONCURRENCY: int = Field(
-        description="Number of tasks allowed to be delivered concurrently from isolated queue per tenant",
-        default=1,
-    )
-
-
 class FeatureConfig(
     # place the configs in alphabet order
     AppExecutionConfig,
     AuthConfig,  # Changed from OAuthConfig to AuthConfig
     BillingConfig,
     CodeExecutionSandboxConfig,
-    TriggerConfig,
-    AsyncWorkflowConfig,
     PluginConfig,
     MarketplaceConfig,
     DataSetConfig,
@@ -1296,7 +1091,6 @@ class FeatureConfig(
     RagEtlConfig,
     RepositoryConfig,
     SecurityConfig,
-    TenantIsolatedTaskQueueConfig,
     ToolConfig,
     UpdateConfig,
     WorkflowConfig,

api/configs/middleware/__init__.py

@@ -18,7 +18,6 @@ from .storage.opendal_storage_config import OpenDALStorageConfig
 from .storage.supabase_storage_config import SupabaseStorageConfig
 from .storage.tencent_cos_storage_config import TencentCloudCOSStorageConfig
 from .storage.volcengine_tos_storage_config import VolcengineTOSStorageConfig
-from .vdb.alibabacloud_mysql_config import AlibabaCloudMySQLConfig
 from .vdb.analyticdb_config import AnalyticdbConfig
 from .vdb.baidu_vector_config import BaiduVectorDBConfig
 from .vdb.chroma_config import ChromaConfig
@@ -26,7 +25,6 @@ from .vdb.clickzetta_config import ClickzettaConfig
 from .vdb.couchbase_config import CouchbaseConfig
 from .vdb.elasticsearch_config import ElasticsearchConfig
 from .vdb.huawei_cloud_config import HuaweiCloudConfig
-from .vdb.iris_config import IrisVectorConfig
 from .vdb.lindorm_config import LindormConfig
 from .vdb.matrixone_config import MatrixoneConfig
 from .vdb.milvus_config import MilvusConfig
@@ -37,6 +35,7 @@ from .vdb.opensearch_config import OpenSearchConfig
 from .vdb.oracle_config import OracleConfig
 from .vdb.pgvector_config import PGVectorConfig
 from .vdb.pgvectors_config import PGVectoRSConfig
+from .vdb.pinecone_config import PineconeConfig
 from .vdb.qdrant_config import QdrantConfig
 from .vdb.relyt_config import RelytConfig
 from .vdb.tablestore_config import TableStoreConfig
@@ -106,12 +105,6 @@ class KeywordStoreConfig(BaseSettings):
 
 
 class DatabaseConfig(BaseSettings):
-    # Database type selector
-    DB_TYPE: Literal["postgresql", "mysql", "oceanbase", "seekdb"] = Field(
-        description="Database type to use. OceanBase is MySQL-compatible.",
-        default="postgresql",
-    )
-
     DB_HOST: str = Field(
         description="Hostname or IP address of the database server.",
         default="localhost",
@@ -147,12 +140,12 @@ class DatabaseConfig(BaseSettings):
         default="",
     )
 
-    @computed_field  # type: ignore[prop-decorator]
-    @property
-    def SQLALCHEMY_DATABASE_URI_SCHEME(self) -> str:
-        return "postgresql" if self.DB_TYPE == "postgresql" else "mysql+pymysql"
+    SQLALCHEMY_DATABASE_URI_SCHEME: str = Field(
+        description="Database URI scheme for SQLAlchemy connection.",
+        default="postgresql",
+    )
 
-    @computed_field  # type: ignore[prop-decorator]
+    @computed_field  # type: ignore[misc]
     @property
     def SQLALCHEMY_DATABASE_URI(self) -> str:
         db_extras = (
@@ -205,21 +198,21 @@ class DatabaseConfig(BaseSettings):
         default=os.cpu_count() or 1,
     )
 
-    @computed_field  # type: ignore[prop-decorator]
+    @computed_field  # type: ignore[misc]
     @property
     def SQLALCHEMY_ENGINE_OPTIONS(self) -> dict[str, Any]:
         # Parse DB_EXTRAS for 'options'
         db_extras_dict = dict(parse_qsl(self.DB_EXTRAS))
         options = db_extras_dict.get("options", "")
-        connect_args = {}
-        # Use the dynamic SQLALCHEMY_DATABASE_URI_SCHEME property
-        if self.SQLALCHEMY_DATABASE_URI_SCHEME.startswith("postgresql"):
-            timezone_opt = "-c timezone=UTC"
-            if options:
-                merged_options = f"{options} {timezone_opt}"
-            else:
-                merged_options = timezone_opt
-            connect_args = {"options": merged_options}
+        # Always include timezone
+        timezone_opt = "-c timezone=UTC"
+        if options:
+            # Merge user options and timezone
+            merged_options = f"{options} {timezone_opt}"
+        else:
+            merged_options = timezone_opt
+
+        connect_args = {"options": merged_options}
 
         return {
             "pool_size": self.SQLALCHEMY_POOL_SIZE,
@@ -337,15 +330,14 @@ class MiddlewareConfig(
     ChromaConfig,
     ClickzettaConfig,
     HuaweiCloudConfig,
-    IrisVectorConfig,
     MilvusConfig,
-    AlibabaCloudMySQLConfig,
     MyScaleConfig,
     OpenSearchConfig,
     OracleConfig,
     PGVectorConfig,
     VastbaseVectorConfig,
     PGVectoRSConfig,
+    PineconeConfig,
     QdrantConfig,
     RelytConfig,
     TencentVectorDBConfig,

api/configs/middleware/vdb/alibabacloud_mysql_config.py

@@ -1,54 +0,0 @@
-from pydantic import Field, PositiveInt
-from pydantic_settings import BaseSettings
-
-
-class AlibabaCloudMySQLConfig(BaseSettings):
-    """
-    Configuration settings for AlibabaCloud MySQL vector database
-    """
-
-    ALIBABACLOUD_MYSQL_HOST: str = Field(
-        description="Hostname or IP address of the AlibabaCloud MySQL server (e.g., 'localhost' or 'mysql.aliyun.com')",
-        default="localhost",
-    )
-
-    ALIBABACLOUD_MYSQL_PORT: PositiveInt = Field(
-        description="Port number on which the AlibabaCloud MySQL server is listening (default is 3306)",
-        default=3306,
-    )
-
-    ALIBABACLOUD_MYSQL_USER: str = Field(
-        description="Username for authenticating with AlibabaCloud MySQL (default is 'root')",
-        default="root",
-    )
-
-    ALIBABACLOUD_MYSQL_PASSWORD: str = Field(
-        description="Password for authenticating with AlibabaCloud MySQL (default is an empty string)",
-        default="",
-    )
-
-    ALIBABACLOUD_MYSQL_DATABASE: str = Field(
-        description="Name of the AlibabaCloud MySQL database to connect to (default is 'dify')",
-        default="dify",
-    )
-
-    ALIBABACLOUD_MYSQL_MAX_CONNECTION: PositiveInt = Field(
-        description="Maximum number of connections in the connection pool",
-        default=5,
-    )
-
-    ALIBABACLOUD_MYSQL_CHARSET: str = Field(
-        description="Character set for AlibabaCloud MySQL connection (default is 'utf8mb4')",
-        default="utf8mb4",
-    )
-
-    ALIBABACLOUD_MYSQL_DISTANCE_FUNCTION: str = Field(
-        description="Distance function used for vector similarity search in AlibabaCloud MySQL "
-        "(e.g., 'cosine', 'euclidean')",
-        default="cosine",
-    )
-
-    ALIBABACLOUD_MYSQL_HNSW_M: PositiveInt = Field(
-        description="Maximum number of connections per layer for HNSW vector index (default is 6, range: 3-200)",
-        default=6,
-    )

api/configs/middleware/vdb/iris_config.py

@@ -1,91 +0,0 @@
-"""Configuration for InterSystems IRIS vector database."""
-
-from pydantic import Field, PositiveInt, model_validator
-from pydantic_settings import BaseSettings
-
-
-class IrisVectorConfig(BaseSettings):
-    """Configuration settings for IRIS vector database connection and pooling."""
-
-    IRIS_HOST: str | None = Field(
-        description="Hostname or IP address of the IRIS server.",
-        default="localhost",
-    )
-
-    IRIS_SUPER_SERVER_PORT: PositiveInt | None = Field(
-        description="Port number for IRIS connection.",
-        default=1972,
-    )
-
-    IRIS_USER: str | None = Field(
-        description="Username for IRIS authentication.",
-        default="_SYSTEM",
-    )
-
-    IRIS_PASSWORD: str | None = Field(
-        description="Password for IRIS authentication.",
-        default="Dify@1234",
-    )
-
-    IRIS_SCHEMA: str | None = Field(
-        description="Schema name for IRIS tables.",
-        default="dify",
-    )
-
-    IRIS_DATABASE: str | None = Field(
-        description="Database namespace for IRIS connection.",
-        default="USER",
-    )
-
-    IRIS_CONNECTION_URL: str | None = Field(
-        description="Full connection URL for IRIS (overrides individual fields if provided).",
-        default=None,
-    )
-
-    IRIS_MIN_CONNECTION: PositiveInt = Field(
-        description="Minimum number of connections in the pool.",
-        default=1,
-    )
-
-    IRIS_MAX_CONNECTION: PositiveInt = Field(
-        description="Maximum number of connections in the pool.",
-        default=3,
-    )
-
-    IRIS_TEXT_INDEX: bool = Field(
-        description="Enable full-text search index using %iFind.Index.Basic.",
-        default=True,
-    )
-
-    IRIS_TEXT_INDEX_LANGUAGE: str = Field(
-        description="Language for full-text search index (e.g., 'en', 'ja', 'zh', 'de').",
-        default="en",
-    )
-
-    @model_validator(mode="before")
-    @classmethod
-    def validate_config(cls, values: dict) -> dict:
-        """Validate IRIS configuration values.
-
-        Args:
-            values: Configuration dictionary
-
-        Returns:
-            Validated configuration dictionary
-
-        Raises:
-            ValueError: If required fields are missing or pool settings are invalid
-        """
-        # Only validate required fields if IRIS is being used as the vector store
-        # This allows the config to be loaded even when IRIS is not in use
-
-        # vector_store = os.environ.get("VECTOR_STORE", "")
-        # We rely on Pydantic defaults for required fields if they are missing from env.
-        # Strict existence check is removed to allow defaults to work.
-
-        min_conn = values.get("IRIS_MIN_CONNECTION", 1)
-        max_conn = values.get("IRIS_MAX_CONNECTION", 3)
-        if min_conn > max_conn:
-            raise ValueError("IRIS_MIN_CONNECTION must be less than or equal to IRIS_MAX_CONNECTION")
-
-        return values

api/configs/middleware/vdb/opensearch_config.py

@@ -1,24 +1,23 @@
-from enum import StrEnum
+from enum import Enum
 from typing import Literal
 
 from pydantic import Field, PositiveInt
 from pydantic_settings import BaseSettings
 
 
-class AuthMethod(StrEnum):
-    """
-    Authentication method for OpenSearch
-    """
-
-    BASIC = "basic"
-    AWS_MANAGED_IAM = "aws_managed_iam"
-
-
 class OpenSearchConfig(BaseSettings):
     """
     Configuration settings for OpenSearch
     """
 
+    class AuthMethod(Enum):
+        """
+        Authentication method for OpenSearch
+        """
+
+        BASIC = "basic"
+        AWS_MANAGED_IAM = "aws_managed_iam"
+
     OPENSEARCH_HOST: str | None = Field(
         description="Hostname or IP address of the OpenSearch server (e.g., 'localhost' or 'opensearch.example.com')",
         default=None,

api/configs/middleware/vdb/pinecone_config.py

@@ -0,0 +1,38 @@
+from pydantic import Field, PositiveInt
+from pydantic_settings import BaseSettings
+
+
+class PineconeConfig(BaseSettings):
+    """
+    Configuration settings for Pinecone vector database
+    """
+
+    PINECONE_API_KEY: str | None = Field(
+        description="API key for authenticating with Pinecone service",
+        default=None,
+    )
+
+    PINECONE_ENVIRONMENT: str | None = Field(
+        description="Pinecone environment (e.g., 'us-west1-gcp', 'us-east-1-aws')",
+        default=None,
+    )
+
+    PINECONE_INDEX_NAME: str | None = Field(
+        description="Default Pinecone index name",
+        default=None,
+    )
+
+    PINECONE_CLIENT_TIMEOUT: PositiveInt = Field(
+        description="Timeout in seconds for Pinecone client operations (default is 30 seconds)",
+        default=30,
+    )
+
+    PINECONE_BATCH_SIZE: PositiveInt = Field(
+        description="Batch size for Pinecone operations (default is 100)",
+        default=100,
+    )
+
+    PINECONE_METRIC: str = Field(
+        description="Distance metric for Pinecone index (cosine, euclidean, dotproduct)",
+        default="cosine",
+    )

api/configs/middleware/vdb/weaviate_config.py

@@ -22,17 +22,7 @@ class WeaviateConfig(BaseSettings):
         default=True,
     )
 
-    WEAVIATE_GRPC_ENDPOINT: str | None = Field(
-        description="URL of the Weaviate gRPC server (e.g., 'grpc://localhost:50051' or 'grpcs://weaviate.example.com:443')",
-        default=None,
-    )
-
     WEAVIATE_BATCH_SIZE: PositiveInt = Field(
         description="Number of objects to be processed in a single batch operation (default is 100)",
         default=100,
     )
-
-    WEAVIATE_TOKENIZATION: str | None = Field(
-        description="Tokenization for Weaviate (default is word)",
-        default="word",
-    )

api/constants/__init__.py

@@ -1,5 +1,4 @@
 from configs import dify_config
-from libs.collection_utils import convert_to_lower_and_upper_set
 
 HIDDEN_VALUE = "[__HIDDEN__]"
 UNKNOWN_VALUE = "[__UNKNOWN__]"
@@ -7,39 +6,24 @@ UUID_NIL = "00000000-0000-0000-0000-000000000000"
 
 DEFAULT_FILE_NUMBER_LIMITS = 3
 
-IMAGE_EXTENSIONS = convert_to_lower_and_upper_set({"jpg", "jpeg", "png", "webp", "gif", "svg"})
+IMAGE_EXTENSIONS = ["jpg", "jpeg", "png", "webp", "gif", "svg"]
+IMAGE_EXTENSIONS.extend([ext.upper() for ext in IMAGE_EXTENSIONS])
 
-VIDEO_EXTENSIONS = convert_to_lower_and_upper_set({"mp4", "mov", "mpeg", "webm"})
+VIDEO_EXTENSIONS = ["mp4", "mov", "mpeg", "webm"]
+VIDEO_EXTENSIONS.extend([ext.upper() for ext in VIDEO_EXTENSIONS])
 
-AUDIO_EXTENSIONS = convert_to_lower_and_upper_set({"mp3", "m4a", "wav", "amr", "mpga"})
+AUDIO_EXTENSIONS = ["mp3", "m4a", "wav", "amr", "mpga"]
+AUDIO_EXTENSIONS.extend([ext.upper() for ext in AUDIO_EXTENSIONS])
 
-_doc_extensions: set[str]
+
+_doc_extensions: list[str]
 if dify_config.ETL_TYPE == "Unstructured":
-    _doc_extensions = {
-        "txt",
-        "markdown",
-        "md",
-        "mdx",
-        "pdf",
-        "html",
-        "htm",
-        "xlsx",
-        "xls",
-        "vtt",
-        "properties",
-        "doc",
-        "docx",
-        "csv",
-        "eml",
-        "msg",
-        "pptx",
-        "xml",
-        "epub",
-    }
+    _doc_extensions = ["txt", "markdown", "md", "mdx", "pdf", "html", "htm", "xlsx", "xls", "vtt", "properties"]
+    _doc_extensions.extend(("doc", "docx", "csv", "eml", "msg", "pptx", "xml", "epub"))
     if dify_config.UNSTRUCTURED_API_URL:
-        _doc_extensions.add("ppt")
+        _doc_extensions.append("ppt")
 else:
-    _doc_extensions = {
+    _doc_extensions = [
         "txt",
         "markdown",
         "md",
@@ -53,18 +37,5 @@ else:
         "csv",
         "vtt",
         "properties",
-    }
-DOCUMENT_EXTENSIONS: set[str] = convert_to_lower_and_upper_set(_doc_extensions)
-
-# console
-COOKIE_NAME_ACCESS_TOKEN = "access_token"
-COOKIE_NAME_REFRESH_TOKEN = "refresh_token"
-COOKIE_NAME_CSRF_TOKEN = "csrf_token"
-
-# webapp
-COOKIE_NAME_WEBAPP_ACCESS_TOKEN = "webapp_access_token"
-COOKIE_NAME_PASSPORT = "passport"
-
-HEADER_NAME_CSRF_TOKEN = "X-CSRF-Token"
-HEADER_NAME_APP_CODE = "X-App-Code"
-HEADER_NAME_PASSPORT = "X-App-Passport"
+    ]
+DOCUMENT_EXTENSIONS = _doc_extensions + [ext.upper() for ext in _doc_extensions]

api/constants/languages.py

@@ -20,7 +20,6 @@ language_timezone_mapping = {
     "sl-SI": "Europe/Ljubljana",
     "th-TH": "Asia/Bangkok",
     "id-ID": "Asia/Jakarta",
-    "ar-TN": "Africa/Tunis",
 }
 
 languages = list(language_timezone_mapping.keys())
@@ -32,9 +31,3 @@ def supported_language(lang):
 
     error = f"{lang} is not a valid language."
     raise ValueError(error)
-
-
-def get_valid_language(lang: str | None) -> str:
-    if lang and lang in languages:
-        return lang
-    return languages[0]

api/contexts/__init__.py

@@ -9,7 +9,6 @@ if TYPE_CHECKING:
     from core.model_runtime.entities.model_entities import AIModelEntity
     from core.plugin.entities.plugin_daemon import PluginModelProviderEntity
     from core.tools.plugin_tool.provider import PluginToolProviderController
-    from core.trigger.provider import PluginTriggerProviderController
 
 
 """
@@ -42,11 +41,3 @@ datasource_plugin_providers: RecyclableContextVar[dict[str, "DatasourcePluginPro
 datasource_plugin_providers_lock: RecyclableContextVar[Lock] = RecyclableContextVar(
     ContextVar("datasource_plugin_providers_lock")
 )
-
-plugin_trigger_providers: RecyclableContextVar[dict[str, "PluginTriggerProviderController"]] = RecyclableContextVar(
-    ContextVar("plugin_trigger_providers")
-)
-
-plugin_trigger_providers_lock: RecyclableContextVar[Lock] = RecyclableContextVar(
-    ContextVar("plugin_trigger_providers_lock")
-)

api/controllers/common/errors.py

@@ -25,12 +25,6 @@ class UnsupportedFileTypeError(BaseHTTPException):
     code = 415
 
 
-class BlockedFileExtensionError(BaseHTTPException):
-    error_code = "file_extension_blocked"
-    description = "The file extension is blocked for security reasons."
-    code = 400
-
-
 class TooManyFilesError(BaseHTTPException):
     error_code = "too_many_files"
     description = "Only one file is allowed."

api/controllers/common/helpers.py

@@ -24,7 +24,7 @@ except ImportError:
         )
     else:
         warnings.warn("To use python-magic guess MIMETYPE, you need to install `libmagic`", stacklevel=2)
-    magic = None  # type: ignore[assignment]
+    magic = None  # type: ignore
 
 from pydantic import BaseModel
 

api/controllers/common/schema.py

@@ -1,26 +0,0 @@
-"""Helpers for registering Pydantic models with Flask-RESTX namespaces."""
-
-from flask_restx import Namespace
-from pydantic import BaseModel
-
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-def register_schema_model(namespace: Namespace, model: type[BaseModel]) -> None:
-    """Register a single BaseModel with a namespace for Swagger documentation."""
-
-    namespace.schema_model(model.__name__, model.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
-
-
-def register_schema_models(namespace: Namespace, *models: type[BaseModel]) -> None:
-    """Register multiple BaseModels with a namespace."""
-
-    for model in models:
-        register_schema_model(namespace, model)
-
-
-__all__ = [
-    "DEFAULT_REF_TEMPLATE_SWAGGER_2_0",
-    "register_schema_model",
-    "register_schema_models",
-]

api/controllers/console/__init__.py

@@ -1,10 +1,31 @@
-from importlib import import_module
-
 from flask import Blueprint
 from flask_restx import Namespace
 
 from libs.external_api import ExternalApi
 
+from .app.app_import import AppImportApi, AppImportCheckDependenciesApi, AppImportConfirmApi
+from .explore.audio import ChatAudioApi, ChatTextApi
+from .explore.completion import ChatApi, ChatStopApi, CompletionApi, CompletionStopApi
+from .explore.conversation import (
+    ConversationApi,
+    ConversationListApi,
+    ConversationPinApi,
+    ConversationRenameApi,
+    ConversationUnPinApi,
+)
+from .explore.message import (
+    MessageFeedbackApi,
+    MessageListApi,
+    MessageMoreLikeThisApi,
+    MessageSuggestedQuestionApi,
+)
+from .explore.workflow import (
+    InstalledAppWorkflowRunApi,
+    InstalledAppWorkflowTaskStopApi,
+)
+from .files import FileApi, FilePreviewApi, FileSupportTypeApi
+from .remote_files import RemoteFileInfoApi, RemoteFileUploadApi
+
 bp = Blueprint("console", __name__, url_prefix="/console/api")
 
 api = ExternalApi(
@@ -14,23 +35,23 @@ api = ExternalApi(
     description="Console management APIs for app configuration, monitoring, and administration",
 )
 
+# Create namespace
 console_ns = Namespace("console", description="Console management API operations", path="/")
 
-RESOURCE_MODULES = (
-    "controllers.console.app.app_import",
-    "controllers.console.explore.audio",
-    "controllers.console.explore.completion",
-    "controllers.console.explore.conversation",
-    "controllers.console.explore.message",
-    "controllers.console.explore.workflow",
-    "controllers.console.files",
-    "controllers.console.remote_files",
-)
+# File
+api.add_resource(FileApi, "/files/upload")
+api.add_resource(FilePreviewApi, "/files/<uuid:file_id>/preview")
+api.add_resource(FileSupportTypeApi, "/files/support-type")
 
-for module_name in RESOURCE_MODULES:
-    import_module(module_name)
+# Remote files
+api.add_resource(RemoteFileInfoApi, "/remote-files/<path:url>")
+api.add_resource(RemoteFileUploadApi, "/remote-files/upload")
+
+# Import App
+api.add_resource(AppImportApi, "/apps/imports")
+api.add_resource(AppImportConfirmApi, "/apps/imports/<string:import_id>/confirm")
+api.add_resource(AppImportCheckDependenciesApi, "/apps/imports/<string:app_id>/check-dependencies")
 
-# Ensure resource modules are imported so route decorators are evaluated.
 # Import other controllers
 from . import (
     admin,
@@ -66,7 +87,6 @@ from .app import (
     workflow_draft_variable,
     workflow_run,
     workflow_statistic,
-    workflow_trigger,
 )
 
 # Import auth controllers
@@ -127,10 +147,80 @@ from .workspace import (
     models,
     plugin,
     tool_providers,
-    trigger_providers,
     workspace,
 )
 
+# Explore Audio
+api.add_resource(ChatAudioApi, "/installed-apps/<uuid:installed_app_id>/audio-to-text", endpoint="installed_app_audio")
+api.add_resource(ChatTextApi, "/installed-apps/<uuid:installed_app_id>/text-to-audio", endpoint="installed_app_text")
+
+# Explore Completion
+api.add_resource(
+    CompletionApi, "/installed-apps/<uuid:installed_app_id>/completion-messages", endpoint="installed_app_completion"
+)
+api.add_resource(
+    CompletionStopApi,
+    "/installed-apps/<uuid:installed_app_id>/completion-messages/<string:task_id>/stop",
+    endpoint="installed_app_stop_completion",
+)
+api.add_resource(
+    ChatApi, "/installed-apps/<uuid:installed_app_id>/chat-messages", endpoint="installed_app_chat_completion"
+)
+api.add_resource(
+    ChatStopApi,
+    "/installed-apps/<uuid:installed_app_id>/chat-messages/<string:task_id>/stop",
+    endpoint="installed_app_stop_chat_completion",
+)
+
+# Explore Conversation
+api.add_resource(
+    ConversationRenameApi,
+    "/installed-apps/<uuid:installed_app_id>/conversations/<uuid:c_id>/name",
+    endpoint="installed_app_conversation_rename",
+)
+api.add_resource(
+    ConversationListApi, "/installed-apps/<uuid:installed_app_id>/conversations", endpoint="installed_app_conversations"
+)
+api.add_resource(
+    ConversationApi,
+    "/installed-apps/<uuid:installed_app_id>/conversations/<uuid:c_id>",
+    endpoint="installed_app_conversation",
+)
+api.add_resource(
+    ConversationPinApi,
+    "/installed-apps/<uuid:installed_app_id>/conversations/<uuid:c_id>/pin",
+    endpoint="installed_app_conversation_pin",
+)
+api.add_resource(
+    ConversationUnPinApi,
+    "/installed-apps/<uuid:installed_app_id>/conversations/<uuid:c_id>/unpin",
+    endpoint="installed_app_conversation_unpin",
+)
+
+
+# Explore Message
+api.add_resource(MessageListApi, "/installed-apps/<uuid:installed_app_id>/messages", endpoint="installed_app_messages")
+api.add_resource(
+    MessageFeedbackApi,
+    "/installed-apps/<uuid:installed_app_id>/messages/<uuid:message_id>/feedbacks",
+    endpoint="installed_app_message_feedback",
+)
+api.add_resource(
+    MessageMoreLikeThisApi,
+    "/installed-apps/<uuid:installed_app_id>/messages/<uuid:message_id>/more-like-this",
+    endpoint="installed_app_more_like_this",
+)
+api.add_resource(
+    MessageSuggestedQuestionApi,
+    "/installed-apps/<uuid:installed_app_id>/messages/<uuid:message_id>/suggested-questions",
+    endpoint="installed_app_suggested_question",
+)
+# Explore Workflow
+api.add_resource(InstalledAppWorkflowRunApi, "/installed-apps/<uuid:installed_app_id>/workflows/run")
+api.add_resource(
+    InstalledAppWorkflowTaskStopApi, "/installed-apps/<uuid:installed_app_id>/workflows/tasks/<string:task_id>/stop"
+)
+
 api.add_namespace(console_ns)
 
 __all__ = [
@@ -198,7 +288,6 @@ __all__ = [
     "statistic",
     "tags",
     "tool_providers",
-    "trigger_providers",
     "version",
     "website",
     "workflow",
@@ -206,6 +295,5 @@ __all__ = [
     "workflow_draft_variable",
     "workflow_run",
     "workflow_statistic",
-    "workflow_trigger",
     "workspace",
 ]

api/controllers/console/admin.py

@@ -3,46 +3,19 @@ from functools import wraps
 from typing import ParamSpec, TypeVar
 
 from flask import request
-from flask_restx import Resource
-from pydantic import BaseModel, Field, field_validator
+from flask_restx import Resource, fields, reqparse
 from sqlalchemy import select
+from sqlalchemy.orm import Session
 from werkzeug.exceptions import NotFound, Unauthorized
 
-from configs import dify_config
-from constants.languages import supported_language
-from controllers.console import console_ns
-from controllers.console.wraps import only_edition_cloud
-from core.db.session_factory import session_factory
-from extensions.ext_database import db
-from libs.token import extract_access_token
-from models.model import App, InstalledApp, RecommendedApp
-
 P = ParamSpec("P")
 R = TypeVar("R")
-
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class InsertExploreAppPayload(BaseModel):
-    app_id: str = Field(...)
-    desc: str | None = None
-    copyright: str | None = None
-    privacy_policy: str | None = None
-    custom_disclaimer: str | None = None
-    language: str = Field(...)
-    category: str = Field(...)
-    position: int = Field(...)
-
-    @field_validator("language")
-    @classmethod
-    def validate_language(cls, value: str) -> str:
-        return supported_language(value)
-
-
-console_ns.schema_model(
-    InsertExploreAppPayload.__name__,
-    InsertExploreAppPayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
-)
+from configs import dify_config
+from constants.languages import supported_language
+from controllers.console import api, console_ns
+from controllers.console.wraps import only_edition_cloud
+from extensions.ext_database import db
+from models.model import App, InstalledApp, RecommendedApp
 
 
 def admin_required(view: Callable[P, R]):
@@ -51,9 +24,19 @@ def admin_required(view: Callable[P, R]):
         if not dify_config.ADMIN_API_KEY:
             raise Unauthorized("API key is invalid.")
 
-        auth_token = extract_access_token(request)
-        if not auth_token:
+        auth_header = request.headers.get("Authorization")
+        if auth_header is None:
             raise Unauthorized("Authorization header is missing.")
+
+        if " " not in auth_header:
+            raise Unauthorized("Invalid Authorization header format. Expected 'Bearer <api-key>' format.")
+
+        auth_scheme, auth_token = auth_header.split(None, 1)
+        auth_scheme = auth_scheme.lower()
+
+        if auth_scheme != "bearer":
+            raise Unauthorized("Invalid Authorization header format. Expected 'Bearer <api-key>' format.")
+
         if auth_token != dify_config.ADMIN_API_KEY:
             raise Unauthorized("API key is invalid.")
 
@@ -64,36 +47,59 @@ def admin_required(view: Callable[P, R]):
 
 @console_ns.route("/admin/insert-explore-apps")
 class InsertExploreAppListApi(Resource):
-    @console_ns.doc("insert_explore_app")
-    @console_ns.doc(description="Insert or update an app in the explore list")
-    @console_ns.expect(console_ns.models[InsertExploreAppPayload.__name__])
-    @console_ns.response(200, "App updated successfully")
-    @console_ns.response(201, "App inserted successfully")
-    @console_ns.response(404, "App not found")
+    @api.doc("insert_explore_app")
+    @api.doc(description="Insert or update an app in the explore list")
+    @api.expect(
+        api.model(
+            "InsertExploreAppRequest",
+            {
+                "app_id": fields.String(required=True, description="Application ID"),
+                "desc": fields.String(description="App description"),
+                "copyright": fields.String(description="Copyright information"),
+                "privacy_policy": fields.String(description="Privacy policy"),
+                "custom_disclaimer": fields.String(description="Custom disclaimer"),
+                "language": fields.String(required=True, description="Language code"),
+                "category": fields.String(required=True, description="App category"),
+                "position": fields.Integer(required=True, description="Display position"),
+            },
+        )
+    )
+    @api.response(200, "App updated successfully")
+    @api.response(201, "App inserted successfully")
+    @api.response(404, "App not found")
     @only_edition_cloud
     @admin_required
     def post(self):
-        payload = InsertExploreAppPayload.model_validate(console_ns.payload)
+        parser = reqparse.RequestParser()
+        parser.add_argument("app_id", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("desc", type=str, location="json")
+        parser.add_argument("copyright", type=str, location="json")
+        parser.add_argument("privacy_policy", type=str, location="json")
+        parser.add_argument("custom_disclaimer", type=str, location="json")
+        parser.add_argument("language", type=supported_language, required=True, nullable=False, location="json")
+        parser.add_argument("category", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("position", type=int, required=True, nullable=False, location="json")
+        args = parser.parse_args()
 
-        app = db.session.execute(select(App).where(App.id == payload.app_id)).scalar_one_or_none()
+        app = db.session.execute(select(App).where(App.id == args["app_id"])).scalar_one_or_none()
         if not app:
-            raise NotFound(f"App '{payload.app_id}' is not found")
+            raise NotFound(f"App '{args['app_id']}' is not found")
 
         site = app.site
         if not site:
-            desc = payload.desc or ""
-            copy_right = payload.copyright or ""
-            privacy_policy = payload.privacy_policy or ""
-            custom_disclaimer = payload.custom_disclaimer or ""
+            desc = args["desc"] or ""
+            copy_right = args["copyright"] or ""
+            privacy_policy = args["privacy_policy"] or ""
+            custom_disclaimer = args["custom_disclaimer"] or ""
         else:
-            desc = site.description or payload.desc or ""
-            copy_right = site.copyright or payload.copyright or ""
-            privacy_policy = site.privacy_policy or payload.privacy_policy or ""
-            custom_disclaimer = site.custom_disclaimer or payload.custom_disclaimer or ""
+            desc = site.description or args["desc"] or ""
+            copy_right = site.copyright or args["copyright"] or ""
+            privacy_policy = site.privacy_policy or args["privacy_policy"] or ""
+            custom_disclaimer = site.custom_disclaimer or args["custom_disclaimer"] or ""
 
-        with session_factory.create_session() as session:
+        with Session(db.engine) as session:
             recommended_app = session.execute(
-                select(RecommendedApp).where(RecommendedApp.app_id == payload.app_id)
+                select(RecommendedApp).where(RecommendedApp.app_id == args["app_id"])
             ).scalar_one_or_none()
 
             if not recommended_app:
@@ -103,9 +109,9 @@ class InsertExploreAppListApi(Resource):
                     copyright=copy_right,
                     privacy_policy=privacy_policy,
                     custom_disclaimer=custom_disclaimer,
-                    language=payload.language,
-                    category=payload.category,
-                    position=payload.position,
+                    language=args["language"],
+                    category=args["category"],
+                    position=args["position"],
                 )
 
                 db.session.add(recommended_app)
@@ -119,9 +125,9 @@ class InsertExploreAppListApi(Resource):
                 recommended_app.copyright = copy_right
                 recommended_app.privacy_policy = privacy_policy
                 recommended_app.custom_disclaimer = custom_disclaimer
-                recommended_app.language = payload.language
-                recommended_app.category = payload.category
-                recommended_app.position = payload.position
+                recommended_app.language = args["language"]
+                recommended_app.category = args["category"]
+                recommended_app.position = args["position"]
 
                 app.is_public = True
 
@@ -132,14 +138,14 @@ class InsertExploreAppListApi(Resource):
 
 @console_ns.route("/admin/insert-explore-apps/<uuid:app_id>")
 class InsertExploreAppApi(Resource):
-    @console_ns.doc("delete_explore_app")
-    @console_ns.doc(description="Remove an app from the explore list")
-    @console_ns.doc(params={"app_id": "Application ID to remove"})
-    @console_ns.response(204, "App removed successfully")
+    @api.doc("delete_explore_app")
+    @api.doc(description="Remove an app from the explore list")
+    @api.doc(params={"app_id": "Application ID to remove"})
+    @api.response(204, "App removed successfully")
     @only_edition_cloud
     @admin_required
     def delete(self, app_id):
-        with session_factory.create_session() as session:
+        with Session(db.engine) as session:
             recommended_app = session.execute(
                 select(RecommendedApp).where(RecommendedApp.app_id == str(app_id))
             ).scalar_one_or_none()
@@ -147,13 +153,13 @@ class InsertExploreAppApi(Resource):
         if not recommended_app:
             return {"result": "success"}, 204
 
-        with session_factory.create_session() as session:
+        with Session(db.engine) as session:
             app = session.execute(select(App).where(App.id == recommended_app.app_id)).scalar_one_or_none()
 
         if app:
             app.is_public = False
 
-        with session_factory.create_session() as session:
+        with Session(db.engine) as session:
             installed_apps = (
                 session.execute(
                     select(InstalledApp).where(

api/controllers/console/apikey.py

@@ -1,4 +1,5 @@
 import flask_restx
+from flask_login import current_user
 from flask_restx import Resource, fields, marshal_with
 from flask_restx._http import HTTPStatus
 from sqlalchemy import select
@@ -7,12 +8,12 @@ from werkzeug.exceptions import Forbidden
 
 from extensions.ext_database import db
 from libs.helper import TimestampField
-from libs.login import current_account_with_tenant, login_required
+from libs.login import login_required
 from models.dataset import Dataset
 from models.model import ApiToken, App
 
-from . import console_ns
-from .wraps import account_initialization_required, edit_permission_required, setup_required
+from . import api, console_ns
+from .wraps import account_initialization_required, setup_required
 
 api_key_fields = {
     "id": fields.String,
@@ -24,12 +25,6 @@ api_key_fields = {
 
 api_key_list = {"data": fields.List(fields.Nested(api_key_fields), attribute="items")}
 
-api_key_item_model = console_ns.model("ApiKeyItem", api_key_fields)
-
-api_key_list_model = console_ns.model(
-    "ApiKeyList", {"data": fields.List(fields.Nested(api_key_item_model), attribute="items")}
-)
-
 
 def _get_resource(resource_id, tenant_id, resource_model):
     if resource_model == App:
@@ -58,13 +53,11 @@ class BaseApiKeyListResource(Resource):
     token_prefix: str | None = None
     max_keys = 10
 
-    @marshal_with(api_key_list_model)
+    @marshal_with(api_key_list)
     def get(self, resource_id):
         assert self.resource_id_field is not None, "resource_id_field must be set"
         resource_id = str(resource_id)
-        _, current_tenant_id = current_account_with_tenant()
-
-        _get_resource(resource_id, current_tenant_id, self.resource_model)
+        _get_resource(resource_id, current_user.current_tenant_id, self.resource_model)
         keys = db.session.scalars(
             select(ApiToken).where(
                 ApiToken.type == self.resource_type, getattr(ApiToken, self.resource_id_field) == resource_id
@@ -72,13 +65,14 @@ class BaseApiKeyListResource(Resource):
         ).all()
         return {"items": keys}
 
-    @marshal_with(api_key_item_model)
-    @edit_permission_required
+    @marshal_with(api_key_fields)
     def post(self, resource_id):
         assert self.resource_id_field is not None, "resource_id_field must be set"
         resource_id = str(resource_id)
-        _, current_tenant_id = current_account_with_tenant()
-        _get_resource(resource_id, current_tenant_id, self.resource_model)
+        _get_resource(resource_id, current_user.current_tenant_id, self.resource_model)
+        if not current_user.is_editor:
+            raise Forbidden()
+
         current_key_count = (
             db.session.query(ApiToken)
             .where(ApiToken.type == self.resource_type, getattr(ApiToken, self.resource_id_field) == resource_id)
@@ -95,7 +89,7 @@ class BaseApiKeyListResource(Resource):
         key = ApiToken.generate_api_key(self.token_prefix or "", 24)
         api_token = ApiToken()
         setattr(api_token, self.resource_id_field, resource_id)
-        api_token.tenant_id = current_tenant_id
+        api_token.tenant_id = current_user.current_tenant_id
         api_token.token = key
         api_token.type = self.resource_type
         db.session.add(api_token)
@@ -110,11 +104,13 @@ class BaseApiKeyResource(Resource):
     resource_model: type | None = None
     resource_id_field: str | None = None
 
-    def delete(self, resource_id: str, api_key_id: str):
+    def delete(self, resource_id, api_key_id):
         assert self.resource_id_field is not None, "resource_id_field must be set"
-        current_user, current_tenant_id = current_account_with_tenant()
-        _get_resource(resource_id, current_tenant_id, self.resource_model)
+        resource_id = str(resource_id)
+        api_key_id = str(api_key_id)
+        _get_resource(resource_id, current_user.current_tenant_id, self.resource_model)
 
+        # The role of the current user in the ta table must be admin or owner
         if not current_user.is_admin_or_owner:
             raise Forbidden()
 
@@ -139,23 +135,28 @@ class BaseApiKeyResource(Resource):
 
 @console_ns.route("/apps/<uuid:resource_id>/api-keys")
 class AppApiKeyListResource(BaseApiKeyListResource):
-    @console_ns.doc("get_app_api_keys")
-    @console_ns.doc(description="Get all API keys for an app")
-    @console_ns.doc(params={"resource_id": "App ID"})
-    @console_ns.response(200, "Success", api_key_list_model)
-    def get(self, resource_id):  # type: ignore
+    @api.doc("get_app_api_keys")
+    @api.doc(description="Get all API keys for an app")
+    @api.doc(params={"resource_id": "App ID"})
+    @api.response(200, "Success", api_key_list)
+    def get(self, resource_id):
         """Get all API keys for an app"""
         return super().get(resource_id)
 
-    @console_ns.doc("create_app_api_key")
-    @console_ns.doc(description="Create a new API key for an app")
-    @console_ns.doc(params={"resource_id": "App ID"})
-    @console_ns.response(201, "API key created successfully", api_key_item_model)
-    @console_ns.response(400, "Maximum keys exceeded")
-    def post(self, resource_id):  # type: ignore
+    @api.doc("create_app_api_key")
+    @api.doc(description="Create a new API key for an app")
+    @api.doc(params={"resource_id": "App ID"})
+    @api.response(201, "API key created successfully", api_key_fields)
+    @api.response(400, "Maximum keys exceeded")
+    def post(self, resource_id):
         """Create a new API key for an app"""
         return super().post(resource_id)
 
+    def after_request(self, resp):
+        resp.headers["Access-Control-Allow-Origin"] = "*"
+        resp.headers["Access-Control-Allow-Credentials"] = "true"
+        return resp
+
     resource_type = "app"
     resource_model = App
     resource_id_field = "app_id"
@@ -164,14 +165,19 @@ class AppApiKeyListResource(BaseApiKeyListResource):
 
 @console_ns.route("/apps/<uuid:resource_id>/api-keys/<uuid:api_key_id>")
 class AppApiKeyResource(BaseApiKeyResource):
-    @console_ns.doc("delete_app_api_key")
-    @console_ns.doc(description="Delete an API key for an app")
-    @console_ns.doc(params={"resource_id": "App ID", "api_key_id": "API key ID"})
-    @console_ns.response(204, "API key deleted successfully")
+    @api.doc("delete_app_api_key")
+    @api.doc(description="Delete an API key for an app")
+    @api.doc(params={"resource_id": "App ID", "api_key_id": "API key ID"})
+    @api.response(204, "API key deleted successfully")
     def delete(self, resource_id, api_key_id):
         """Delete an API key for an app"""
         return super().delete(resource_id, api_key_id)
 
+    def after_request(self, resp):
+        resp.headers["Access-Control-Allow-Origin"] = "*"
+        resp.headers["Access-Control-Allow-Credentials"] = "true"
+        return resp
+
     resource_type = "app"
     resource_model = App
     resource_id_field = "app_id"
@@ -179,23 +185,28 @@ class AppApiKeyResource(BaseApiKeyResource):
 
 @console_ns.route("/datasets/<uuid:resource_id>/api-keys")
 class DatasetApiKeyListResource(BaseApiKeyListResource):
-    @console_ns.doc("get_dataset_api_keys")
-    @console_ns.doc(description="Get all API keys for a dataset")
-    @console_ns.doc(params={"resource_id": "Dataset ID"})
-    @console_ns.response(200, "Success", api_key_list_model)
-    def get(self, resource_id):  # type: ignore
+    @api.doc("get_dataset_api_keys")
+    @api.doc(description="Get all API keys for a dataset")
+    @api.doc(params={"resource_id": "Dataset ID"})
+    @api.response(200, "Success", api_key_list)
+    def get(self, resource_id):
         """Get all API keys for a dataset"""
         return super().get(resource_id)
 
-    @console_ns.doc("create_dataset_api_key")
-    @console_ns.doc(description="Create a new API key for a dataset")
-    @console_ns.doc(params={"resource_id": "Dataset ID"})
-    @console_ns.response(201, "API key created successfully", api_key_item_model)
-    @console_ns.response(400, "Maximum keys exceeded")
-    def post(self, resource_id):  # type: ignore
+    @api.doc("create_dataset_api_key")
+    @api.doc(description="Create a new API key for a dataset")
+    @api.doc(params={"resource_id": "Dataset ID"})
+    @api.response(201, "API key created successfully", api_key_fields)
+    @api.response(400, "Maximum keys exceeded")
+    def post(self, resource_id):
         """Create a new API key for a dataset"""
         return super().post(resource_id)
 
+    def after_request(self, resp):
+        resp.headers["Access-Control-Allow-Origin"] = "*"
+        resp.headers["Access-Control-Allow-Credentials"] = "true"
+        return resp
+
     resource_type = "dataset"
     resource_model = Dataset
     resource_id_field = "dataset_id"
@@ -204,14 +215,19 @@ class DatasetApiKeyListResource(BaseApiKeyListResource):
 
 @console_ns.route("/datasets/<uuid:resource_id>/api-keys/<uuid:api_key_id>")
 class DatasetApiKeyResource(BaseApiKeyResource):
-    @console_ns.doc("delete_dataset_api_key")
-    @console_ns.doc(description="Delete an API key for a dataset")
-    @console_ns.doc(params={"resource_id": "Dataset ID", "api_key_id": "API key ID"})
-    @console_ns.response(204, "API key deleted successfully")
+    @api.doc("delete_dataset_api_key")
+    @api.doc(description="Delete an API key for a dataset")
+    @api.doc(params={"resource_id": "Dataset ID", "api_key_id": "API key ID"})
+    @api.response(204, "API key deleted successfully")
     def delete(self, resource_id, api_key_id):
         """Delete an API key for a dataset"""
         return super().delete(resource_id, api_key_id)
 
+    def after_request(self, resp):
+        resp.headers["Access-Control-Allow-Origin"] = "*"
+        resp.headers["Access-Control-Allow-Credentials"] = "true"
+        return resp
+
     resource_type = "dataset"
     resource_model = Dataset
     resource_id_field = "dataset_id"

api/controllers/console/app/advanced_prompt_template.py

@@ -1,39 +1,35 @@
-from flask import request
-from flask_restx import Resource, fields
-from pydantic import BaseModel, Field
+from flask_restx import Resource, fields, reqparse
 
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.wraps import account_initialization_required, setup_required
 from libs.login import login_required
 from services.advanced_prompt_template_service import AdvancedPromptTemplateService
 
 
-class AdvancedPromptTemplateQuery(BaseModel):
-    app_mode: str = Field(..., description="Application mode")
-    model_mode: str = Field(..., description="Model mode")
-    has_context: str = Field(default="true", description="Whether has context")
-    model_name: str = Field(..., description="Model name")
-
-
-console_ns.schema_model(
-    AdvancedPromptTemplateQuery.__name__,
-    AdvancedPromptTemplateQuery.model_json_schema(ref_template="#/definitions/{model}"),
-)
-
-
 @console_ns.route("/app/prompt-templates")
 class AdvancedPromptTemplateList(Resource):
-    @console_ns.doc("get_advanced_prompt_templates")
-    @console_ns.doc(description="Get advanced prompt templates based on app mode and model configuration")
-    @console_ns.expect(console_ns.models[AdvancedPromptTemplateQuery.__name__])
-    @console_ns.response(
+    @api.doc("get_advanced_prompt_templates")
+    @api.doc(description="Get advanced prompt templates based on app mode and model configuration")
+    @api.expect(
+        api.parser()
+        .add_argument("app_mode", type=str, required=True, location="args", help="Application mode")
+        .add_argument("model_mode", type=str, required=True, location="args", help="Model mode")
+        .add_argument("has_context", type=str, default="true", location="args", help="Whether has context")
+        .add_argument("model_name", type=str, required=True, location="args", help="Model name")
+    )
+    @api.response(
         200, "Prompt templates retrieved successfully", fields.List(fields.Raw(description="Prompt template data"))
     )
-    @console_ns.response(400, "Invalid request parameters")
+    @api.response(400, "Invalid request parameters")
     @setup_required
     @login_required
     @account_initialization_required
     def get(self):
-        args = AdvancedPromptTemplateQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = reqparse.RequestParser()
+        parser.add_argument("app_mode", type=str, required=True, location="args")
+        parser.add_argument("model_mode", type=str, required=True, location="args")
+        parser.add_argument("has_context", type=str, required=False, default="true", location="args")
+        parser.add_argument("model_name", type=str, required=True, location="args")
+        args = parser.parse_args()
 
-        return AdvancedPromptTemplateService.get_prompt(args.model_dump())
+        return AdvancedPromptTemplateService.get_prompt(args)

api/controllers/console/app/agent.py

@@ -1,8 +1,6 @@
-from flask import request
-from flask_restx import Resource, fields
-from pydantic import BaseModel, Field, field_validator
+from flask_restx import Resource, fields, reqparse
 
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import account_initialization_required, setup_required
 from libs.helper import uuid_value
@@ -10,40 +8,29 @@ from libs.login import login_required
 from models.model import AppMode
 from services.agent_service import AgentService
 
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class AgentLogQuery(BaseModel):
-    message_id: str = Field(..., description="Message UUID")
-    conversation_id: str = Field(..., description="Conversation UUID")
-
-    @field_validator("message_id", "conversation_id")
-    @classmethod
-    def validate_uuid(cls, value: str) -> str:
-        return uuid_value(value)
-
-
-console_ns.schema_model(
-    AgentLogQuery.__name__, AgentLogQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
-)
-
 
 @console_ns.route("/apps/<uuid:app_id>/agent/logs")
 class AgentLogApi(Resource):
-    @console_ns.doc("get_agent_logs")
-    @console_ns.doc(description="Get agent execution logs for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[AgentLogQuery.__name__])
-    @console_ns.response(
-        200, "Agent logs retrieved successfully", fields.List(fields.Raw(description="Agent log entries"))
+    @api.doc("get_agent_logs")
+    @api.doc(description="Get agent execution logs for an application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.parser()
+        .add_argument("message_id", type=str, required=True, location="args", help="Message UUID")
+        .add_argument("conversation_id", type=str, required=True, location="args", help="Conversation UUID")
     )
-    @console_ns.response(400, "Invalid request parameters")
+    @api.response(200, "Agent logs retrieved successfully", fields.List(fields.Raw(description="Agent log entries")))
+    @api.response(400, "Invalid request parameters")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.AGENT_CHAT])
     def get(self, app_model):
         """Get agent logs"""
-        args = AgentLogQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = reqparse.RequestParser()
+        parser.add_argument("message_id", type=uuid_value, required=True, location="args")
+        parser.add_argument("conversation_id", type=uuid_value, required=True, location="args")
 
-        return AgentService.get_agent_logs(app_model, args.conversation_id, args.message_id)
+        args = parser.parse_args()
+
+        return AgentService.get_agent_logs(app_model, args["conversation_id"], args["message_id"])

api/controllers/console/app/annotation.py

@@ -1,114 +1,59 @@
-from typing import Any, Literal
+from typing import Literal
 
-from flask import abort, make_response, request
-from flask_restx import Resource, fields, marshal, marshal_with
-from pydantic import BaseModel, Field, field_validator
+from flask import request
+from flask_login import current_user
+from flask_restx import Resource, fields, marshal, marshal_with, reqparse
+from werkzeug.exceptions import Forbidden
 
 from controllers.common.errors import NoFileUploadedError, TooManyFilesError
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.wraps import (
     account_initialization_required,
-    annotation_import_concurrency_limit,
-    annotation_import_rate_limit,
     cloud_edition_billing_resource_check,
-    edit_permission_required,
     setup_required,
 )
 from extensions.ext_redis import redis_client
 from fields.annotation_fields import (
     annotation_fields,
     annotation_hit_history_fields,
-    build_annotation_model,
 )
-from libs.helper import uuid_value
 from libs.login import login_required
 from services.annotation_service import AppAnnotationService
 
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class AnnotationReplyPayload(BaseModel):
-    score_threshold: float = Field(..., description="Score threshold for annotation matching")
-    embedding_provider_name: str = Field(..., description="Embedding provider name")
-    embedding_model_name: str = Field(..., description="Embedding model name")
-
-
-class AnnotationSettingUpdatePayload(BaseModel):
-    score_threshold: float = Field(..., description="Score threshold")
-
-
-class AnnotationListQuery(BaseModel):
-    page: int = Field(default=1, ge=1, description="Page number")
-    limit: int = Field(default=20, ge=1, description="Page size")
-    keyword: str = Field(default="", description="Search keyword")
-
-
-class CreateAnnotationPayload(BaseModel):
-    message_id: str | None = Field(default=None, description="Message ID")
-    question: str | None = Field(default=None, description="Question text")
-    answer: str | None = Field(default=None, description="Answer text")
-    content: str | None = Field(default=None, description="Content text")
-    annotation_reply: dict[str, Any] | None = Field(default=None, description="Annotation reply data")
-
-    @field_validator("message_id")
-    @classmethod
-    def validate_message_id(cls, value: str | None) -> str | None:
-        if value is None:
-            return value
-        return uuid_value(value)
-
-
-class UpdateAnnotationPayload(BaseModel):
-    question: str | None = None
-    answer: str | None = None
-    content: str | None = None
-    annotation_reply: dict[str, Any] | None = None
-
-
-class AnnotationReplyStatusQuery(BaseModel):
-    action: Literal["enable", "disable"]
-
-
-class AnnotationFilePayload(BaseModel):
-    message_id: str = Field(..., description="Message ID")
-
-    @field_validator("message_id")
-    @classmethod
-    def validate_message_id(cls, value: str) -> str:
-        return uuid_value(value)
-
-
-def reg(model: type[BaseModel]) -> None:
-    console_ns.schema_model(model.__name__, model.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
-
-
-reg(AnnotationReplyPayload)
-reg(AnnotationSettingUpdatePayload)
-reg(AnnotationListQuery)
-reg(CreateAnnotationPayload)
-reg(UpdateAnnotationPayload)
-reg(AnnotationReplyStatusQuery)
-reg(AnnotationFilePayload)
-
 
 @console_ns.route("/apps/<uuid:app_id>/annotation-reply/<string:action>")
 class AnnotationReplyActionApi(Resource):
-    @console_ns.doc("annotation_reply_action")
-    @console_ns.doc(description="Enable or disable annotation reply for an app")
-    @console_ns.doc(params={"app_id": "Application ID", "action": "Action to perform (enable/disable)"})
-    @console_ns.expect(console_ns.models[AnnotationReplyPayload.__name__])
-    @console_ns.response(200, "Action completed successfully")
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("annotation_reply_action")
+    @api.doc(description="Enable or disable annotation reply for an app")
+    @api.doc(params={"app_id": "Application ID", "action": "Action to perform (enable/disable)"})
+    @api.expect(
+        api.model(
+            "AnnotationReplyActionRequest",
+            {
+                "score_threshold": fields.Float(required=True, description="Score threshold for annotation matching"),
+                "embedding_provider_name": fields.String(required=True, description="Embedding provider name"),
+                "embedding_model_name": fields.String(required=True, description="Embedding model name"),
+            },
+        )
+    )
+    @api.response(200, "Action completed successfully")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
     @cloud_edition_billing_resource_check("annotation")
-    @edit_permission_required
     def post(self, app_id, action: Literal["enable", "disable"]):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         app_id = str(app_id)
-        args = AnnotationReplyPayload.model_validate(console_ns.payload)
+        parser = reqparse.RequestParser()
+        parser.add_argument("score_threshold", required=True, type=float, location="json")
+        parser.add_argument("embedding_provider_name", required=True, type=str, location="json")
+        parser.add_argument("embedding_model_name", required=True, type=str, location="json")
+        args = parser.parse_args()
         if action == "enable":
-            result = AppAnnotationService.enable_app_annotation(args.model_dump(), app_id)
+            result = AppAnnotationService.enable_app_annotation(args, app_id)
         elif action == "disable":
             result = AppAnnotationService.disable_app_annotation(app_id)
         return result, 200
@@ -116,16 +61,18 @@ class AnnotationReplyActionApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotation-setting")
 class AppAnnotationSettingDetailApi(Resource):
-    @console_ns.doc("get_annotation_setting")
-    @console_ns.doc(description="Get annotation settings for an app")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(200, "Annotation settings retrieved successfully")
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("get_annotation_setting")
+    @api.doc(description="Get annotation settings for an app")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(200, "Annotation settings retrieved successfully")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def get(self, app_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         app_id = str(app_id)
         result = AppAnnotationService.get_app_annotation_setting_by_app_id(app_id)
         return result, 200
@@ -133,39 +80,54 @@ class AppAnnotationSettingDetailApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotation-settings/<uuid:annotation_setting_id>")
 class AppAnnotationSettingUpdateApi(Resource):
-    @console_ns.doc("update_annotation_setting")
-    @console_ns.doc(description="Update annotation settings for an app")
-    @console_ns.doc(params={"app_id": "Application ID", "annotation_setting_id": "Annotation setting ID"})
-    @console_ns.expect(console_ns.models[AnnotationSettingUpdatePayload.__name__])
-    @console_ns.response(200, "Settings updated successfully")
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("update_annotation_setting")
+    @api.doc(description="Update annotation settings for an app")
+    @api.doc(params={"app_id": "Application ID", "annotation_setting_id": "Annotation setting ID"})
+    @api.expect(
+        api.model(
+            "AnnotationSettingUpdateRequest",
+            {
+                "score_threshold": fields.Float(required=True, description="Score threshold"),
+                "embedding_provider_name": fields.String(required=True, description="Embedding provider"),
+                "embedding_model_name": fields.String(required=True, description="Embedding model"),
+            },
+        )
+    )
+    @api.response(200, "Settings updated successfully")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def post(self, app_id, annotation_setting_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         app_id = str(app_id)
         annotation_setting_id = str(annotation_setting_id)
 
-        args = AnnotationSettingUpdatePayload.model_validate(console_ns.payload)
+        parser = reqparse.RequestParser()
+        parser.add_argument("score_threshold", required=True, type=float, location="json")
+        args = parser.parse_args()
 
-        result = AppAnnotationService.update_app_annotation_setting(app_id, annotation_setting_id, args.model_dump())
+        result = AppAnnotationService.update_app_annotation_setting(app_id, annotation_setting_id, args)
         return result, 200
 
 
 @console_ns.route("/apps/<uuid:app_id>/annotation-reply/<string:action>/status/<uuid:job_id>")
 class AnnotationReplyActionStatusApi(Resource):
-    @console_ns.doc("get_annotation_reply_action_status")
-    @console_ns.doc(description="Get status of annotation reply action job")
-    @console_ns.doc(params={"app_id": "Application ID", "job_id": "Job ID", "action": "Action type"})
-    @console_ns.response(200, "Job status retrieved successfully")
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("get_annotation_reply_action_status")
+    @api.doc(description="Get status of annotation reply action job")
+    @api.doc(params={"app_id": "Application ID", "job_id": "Job ID", "action": "Action type"})
+    @api.response(200, "Job status retrieved successfully")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
     @cloud_edition_billing_resource_check("annotation")
-    @edit_permission_required
     def get(self, app_id, job_id, action):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         job_id = str(job_id)
         app_annotation_job_key = f"{action}_app_annotation_job_{str(job_id)}"
         cache_result = redis_client.get(app_annotation_job_key)
@@ -183,21 +145,27 @@ class AnnotationReplyActionStatusApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotations")
 class AnnotationApi(Resource):
-    @console_ns.doc("list_annotations")
-    @console_ns.doc(description="Get annotations for an app with pagination")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[AnnotationListQuery.__name__])
-    @console_ns.response(200, "Annotations retrieved successfully")
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("list_annotations")
+    @api.doc(description="Get annotations for an app with pagination")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.parser()
+        .add_argument("page", type=int, location="args", default=1, help="Page number")
+        .add_argument("limit", type=int, location="args", default=20, help="Page size")
+        .add_argument("keyword", type=str, location="args", default="", help="Search keyword")
+    )
+    @api.response(200, "Annotations retrieved successfully")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def get(self, app_id):
-        args = AnnotationListQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
-        page = args.page
-        limit = args.limit
-        keyword = args.keyword
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        page = request.args.get("page", default=1, type=int)
+        limit = request.args.get("limit", default=20, type=int)
+        keyword = request.args.get("keyword", default="", type=str)
 
         app_id = str(app_id)
         annotation_list, total = AppAnnotationService.get_annotation_list_by_app_id(app_id, page, limit, keyword)
@@ -210,30 +178,45 @@ class AnnotationApi(Resource):
         }
         return response, 200
 
-    @console_ns.doc("create_annotation")
-    @console_ns.doc(description="Create a new annotation for an app")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[CreateAnnotationPayload.__name__])
-    @console_ns.response(201, "Annotation created successfully", build_annotation_model(console_ns))
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("create_annotation")
+    @api.doc(description="Create a new annotation for an app")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
+            "CreateAnnotationRequest",
+            {
+                "question": fields.String(required=True, description="Question text"),
+                "answer": fields.String(required=True, description="Answer text"),
+                "annotation_reply": fields.Raw(description="Annotation reply data"),
+            },
+        )
+    )
+    @api.response(201, "Annotation created successfully", annotation_fields)
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
     @cloud_edition_billing_resource_check("annotation")
     @marshal_with(annotation_fields)
-    @edit_permission_required
     def post(self, app_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         app_id = str(app_id)
-        args = CreateAnnotationPayload.model_validate(console_ns.payload)
-        data = args.model_dump(exclude_none=True)
-        annotation = AppAnnotationService.up_insert_app_annotation_from_message(data, app_id)
+        parser = reqparse.RequestParser()
+        parser.add_argument("question", required=True, type=str, location="json")
+        parser.add_argument("answer", required=True, type=str, location="json")
+        args = parser.parse_args()
+        annotation = AppAnnotationService.insert_app_annotation_directly(args, app_id)
         return annotation
 
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def delete(self, app_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         app_id = str(app_id)
 
         # Use request.args.getlist to get annotation_ids array directly
@@ -258,61 +241,57 @@ class AnnotationApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotations/export")
 class AnnotationExportApi(Resource):
-    @console_ns.doc("export_annotations")
-    @console_ns.doc(description="Export all annotations for an app with CSV injection protection")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(
-        200,
-        "Annotations exported successfully",
-        console_ns.model("AnnotationList", {"data": fields.List(fields.Nested(build_annotation_model(console_ns)))}),
-    )
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("export_annotations")
+    @api.doc(description="Export all annotations for an app")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(200, "Annotations exported successfully", fields.List(fields.Nested(annotation_fields)))
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def get(self, app_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         app_id = str(app_id)
         annotation_list = AppAnnotationService.export_annotation_list_by_app_id(app_id)
-        response_data = {"data": marshal(annotation_list, annotation_fields)}
-
-        # Create response with secure headers for CSV export
-        response = make_response(response_data, 200)
-        response.headers["Content-Type"] = "application/json; charset=utf-8"
-        response.headers["X-Content-Type-Options"] = "nosniff"
-
-        return response
+        response = {"data": marshal(annotation_list, annotation_fields)}
+        return response, 200
 
 
 @console_ns.route("/apps/<uuid:app_id>/annotations/<uuid:annotation_id>")
 class AnnotationUpdateDeleteApi(Resource):
-    @console_ns.doc("update_delete_annotation")
-    @console_ns.doc(description="Update or delete an annotation")
-    @console_ns.doc(params={"app_id": "Application ID", "annotation_id": "Annotation ID"})
-    @console_ns.response(200, "Annotation updated successfully", build_annotation_model(console_ns))
-    @console_ns.response(204, "Annotation deleted successfully")
-    @console_ns.response(403, "Insufficient permissions")
-    @console_ns.expect(console_ns.models[UpdateAnnotationPayload.__name__])
+    @api.doc("update_delete_annotation")
+    @api.doc(description="Update or delete an annotation")
+    @api.doc(params={"app_id": "Application ID", "annotation_id": "Annotation ID"})
+    @api.response(200, "Annotation updated successfully", annotation_fields)
+    @api.response(204, "Annotation deleted successfully")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
     @cloud_edition_billing_resource_check("annotation")
-    @edit_permission_required
     @marshal_with(annotation_fields)
     def post(self, app_id, annotation_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         app_id = str(app_id)
         annotation_id = str(annotation_id)
-        args = UpdateAnnotationPayload.model_validate(console_ns.payload)
-        annotation = AppAnnotationService.update_app_annotation_directly(
-            args.model_dump(exclude_none=True), app_id, annotation_id
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("question", required=True, type=str, location="json")
+        parser.add_argument("answer", required=True, type=str, location="json")
+        args = parser.parse_args()
+        annotation = AppAnnotationService.update_app_annotation_directly(args, app_id, annotation_id)
         return annotation
 
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def delete(self, app_id, annotation_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         app_id = str(app_id)
         annotation_id = str(annotation_id)
         AppAnnotationService.delete_app_annotation(app_id, annotation_id)
@@ -321,26 +300,21 @@ class AnnotationUpdateDeleteApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotations/batch-import")
 class AnnotationBatchImportApi(Resource):
-    @console_ns.doc("batch_import_annotations")
-    @console_ns.doc(description="Batch import annotations from CSV file with rate limiting and security checks")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(200, "Batch import started successfully")
-    @console_ns.response(403, "Insufficient permissions")
-    @console_ns.response(400, "No file uploaded or too many files")
-    @console_ns.response(413, "File too large")
-    @console_ns.response(429, "Too many requests or concurrent imports")
+    @api.doc("batch_import_annotations")
+    @api.doc(description="Batch import annotations from CSV file")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(200, "Batch import started successfully")
+    @api.response(403, "Insufficient permissions")
+    @api.response(400, "No file uploaded or too many files")
     @setup_required
     @login_required
     @account_initialization_required
     @cloud_edition_billing_resource_check("annotation")
-    @annotation_import_rate_limit
-    @annotation_import_concurrency_limit
-    @edit_permission_required
     def post(self, app_id):
-        from configs import dify_config
+        if not current_user.is_editor:
+            raise Forbidden()
 
         app_id = str(app_id)
-
         # check file
         if "file" not in request.files:
             raise NoFileUploadedError()
@@ -350,43 +324,27 @@ class AnnotationBatchImportApi(Resource):
 
         # get file from request
         file = request.files["file"]
-
         # check file type
         if not file.filename or not file.filename.lower().endswith(".csv"):
             raise ValueError("Invalid file type. Only CSV files are allowed")
-
-        # Check file size before processing
-        file.seek(0, 2)  # Seek to end of file
-        file_size = file.tell()
-        file.seek(0)  # Reset to beginning
-
-        max_size_bytes = dify_config.ANNOTATION_IMPORT_FILE_SIZE_LIMIT * 1024 * 1024
-        if file_size > max_size_bytes:
-            abort(
-                413,
-                f"File size exceeds maximum limit of {dify_config.ANNOTATION_IMPORT_FILE_SIZE_LIMIT}MB. "
-                f"Please reduce the file size and try again.",
-            )
-
-        if file_size == 0:
-            raise ValueError("The uploaded file is empty")
-
         return AppAnnotationService.batch_import_app_annotations(app_id, file)
 
 
 @console_ns.route("/apps/<uuid:app_id>/annotations/batch-import-status/<uuid:job_id>")
 class AnnotationBatchImportStatusApi(Resource):
-    @console_ns.doc("get_batch_import_status")
-    @console_ns.doc(description="Get status of batch import job")
-    @console_ns.doc(params={"app_id": "Application ID", "job_id": "Job ID"})
-    @console_ns.response(200, "Job status retrieved successfully")
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("get_batch_import_status")
+    @api.doc(description="Get status of batch import job")
+    @api.doc(params={"app_id": "Application ID", "job_id": "Job ID"})
+    @api.response(200, "Job status retrieved successfully")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
     @cloud_edition_billing_resource_check("annotation")
-    @edit_permission_required
     def get(self, app_id, job_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         job_id = str(job_id)
         indexing_cache_key = f"app_annotation_batch_import_{str(job_id)}"
         cache_result = redis_client.get(indexing_cache_key)
@@ -403,32 +361,25 @@ class AnnotationBatchImportStatusApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotations/<uuid:annotation_id>/hit-histories")
 class AnnotationHitHistoryListApi(Resource):
-    @console_ns.doc("list_annotation_hit_histories")
-    @console_ns.doc(description="Get hit histories for an annotation")
-    @console_ns.doc(params={"app_id": "Application ID", "annotation_id": "Annotation ID"})
-    @console_ns.expect(
-        console_ns.parser()
+    @api.doc("list_annotation_hit_histories")
+    @api.doc(description="Get hit histories for an annotation")
+    @api.doc(params={"app_id": "Application ID", "annotation_id": "Annotation ID"})
+    @api.expect(
+        api.parser()
         .add_argument("page", type=int, location="args", default=1, help="Page number")
         .add_argument("limit", type=int, location="args", default=20, help="Page size")
     )
-    @console_ns.response(
-        200,
-        "Hit histories retrieved successfully",
-        console_ns.model(
-            "AnnotationHitHistoryList",
-            {
-                "data": fields.List(
-                    fields.Nested(console_ns.model("AnnotationHitHistoryItem", annotation_hit_history_fields))
-                )
-            },
-        ),
+    @api.response(
+        200, "Hit histories retrieved successfully", fields.List(fields.Nested(annotation_hit_history_fields))
     )
-    @console_ns.response(403, "Insufficient permissions")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def get(self, app_id, annotation_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         page = request.args.get("page", default=1, type=int)
         limit = request.args.get("limit", default=20, type=int)
         app_id = str(app_id)

api/controllers/console/app/app.py

@@ -1,280 +1,101 @@
 import uuid
-from typing import Literal
+from typing import cast
 
-from flask import request
-from flask_restx import Resource, fields, marshal, marshal_with
-from pydantic import BaseModel, Field, field_validator
+from flask_login import current_user
+from flask_restx import Resource, fields, inputs, marshal, marshal_with, reqparse
 from sqlalchemy import select
 from sqlalchemy.orm import Session
-from werkzeug.exceptions import BadRequest
+from werkzeug.exceptions import BadRequest, Forbidden, abort
 
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import (
     account_initialization_required,
     cloud_edition_billing_resource_check,
-    edit_permission_required,
     enterprise_license_required,
-    is_admin_or_owner_required,
     setup_required,
 )
 from core.ops.ops_trace_manager import OpsTraceManager
-from core.workflow.enums import NodeType
 from extensions.ext_database import db
-from fields.app_fields import (
-    deleted_tool_fields,
-    model_config_fields,
-    model_config_partial_fields,
-    site_fields,
-    tag_fields,
-)
-from fields.workflow_fields import workflow_partial_fields as _workflow_partial_fields_dict
-from libs.helper import AppIconUrlField, TimestampField
-from libs.login import current_account_with_tenant, login_required
-from models import App, Workflow
+from fields.app_fields import app_detail_fields, app_detail_fields_with_site, app_pagination_fields
+from libs.login import login_required
+from models import Account, App
 from services.app_dsl_service import AppDslService, ImportMode
 from services.app_service import AppService
 from services.enterprise.enterprise_service import EnterpriseService
 from services.feature_service import FeatureService
 
 ALLOW_CREATE_APP_MODES = ["chat", "agent-chat", "advanced-chat", "workflow", "completion"]
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
 
 
-class AppListQuery(BaseModel):
-    page: int = Field(default=1, ge=1, le=99999, description="Page number (1-99999)")
-    limit: int = Field(default=20, ge=1, le=100, description="Page size (1-100)")
-    mode: Literal["completion", "chat", "advanced-chat", "workflow", "agent-chat", "channel", "all"] = Field(
-        default="all", description="App mode filter"
-    )
-    name: str | None = Field(default=None, description="Filter by app name")
-    tag_ids: list[str] | None = Field(default=None, description="Comma-separated tag IDs")
-    is_created_by_me: bool | None = Field(default=None, description="Filter by creator")
-
-    @field_validator("tag_ids", mode="before")
-    @classmethod
-    def validate_tag_ids(cls, value: str | list[str] | None) -> list[str] | None:
-        if not value:
-            return None
-
-        if isinstance(value, str):
-            items = [item.strip() for item in value.split(",") if item.strip()]
-        elif isinstance(value, list):
-            items = [str(item).strip() for item in value if item and str(item).strip()]
-        else:
-            raise TypeError("Unsupported tag_ids type.")
-
-        if not items:
-            return None
-
-        try:
-            return [str(uuid.UUID(item)) for item in items]
-        except ValueError as exc:
-            raise ValueError("Invalid UUID format in tag_ids.") from exc
-
-
-class CreateAppPayload(BaseModel):
-    name: str = Field(..., min_length=1, description="App name")
-    description: str | None = Field(default=None, description="App description (max 400 chars)", max_length=400)
-    mode: Literal["chat", "agent-chat", "advanced-chat", "workflow", "completion"] = Field(..., description="App mode")
-    icon_type: str | None = Field(default=None, description="Icon type")
-    icon: str | None = Field(default=None, description="Icon")
-    icon_background: str | None = Field(default=None, description="Icon background color")
-
-
-class UpdateAppPayload(BaseModel):
-    name: str = Field(..., min_length=1, description="App name")
-    description: str | None = Field(default=None, description="App description (max 400 chars)", max_length=400)
-    icon_type: str | None = Field(default=None, description="Icon type")
-    icon: str | None = Field(default=None, description="Icon")
-    icon_background: str | None = Field(default=None, description="Icon background color")
-    use_icon_as_answer_icon: bool | None = Field(default=None, description="Use icon as answer icon")
-    max_active_requests: int | None = Field(default=None, description="Maximum active requests")
-
-
-class CopyAppPayload(BaseModel):
-    name: str | None = Field(default=None, description="Name for the copied app")
-    description: str | None = Field(default=None, description="Description for the copied app", max_length=400)
-    icon_type: str | None = Field(default=None, description="Icon type")
-    icon: str | None = Field(default=None, description="Icon")
-    icon_background: str | None = Field(default=None, description="Icon background color")
-
-
-class AppExportQuery(BaseModel):
-    include_secret: bool = Field(default=False, description="Include secrets in export")
-    workflow_id: str | None = Field(default=None, description="Specific workflow ID to export")
-
-
-class AppNamePayload(BaseModel):
-    name: str = Field(..., min_length=1, description="Name to check")
-
-
-class AppIconPayload(BaseModel):
-    icon: str | None = Field(default=None, description="Icon data")
-    icon_background: str | None = Field(default=None, description="Icon background color")
-
-
-class AppSiteStatusPayload(BaseModel):
-    enable_site: bool = Field(..., description="Enable or disable site")
-
-
-class AppApiStatusPayload(BaseModel):
-    enable_api: bool = Field(..., description="Enable or disable API")
-
-
-class AppTracePayload(BaseModel):
-    enabled: bool = Field(..., description="Enable or disable tracing")
-    tracing_provider: str | None = Field(default=None, description="Tracing provider")
-
-    @field_validator("tracing_provider")
-    @classmethod
-    def validate_tracing_provider(cls, value: str | None, info) -> str | None:
-        if info.data.get("enabled") and not value:
-            raise ValueError("tracing_provider is required when enabled is True")
-        return value
-
-
-def reg(cls: type[BaseModel]):
-    console_ns.schema_model(cls.__name__, cls.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
-
-
-reg(AppListQuery)
-reg(CreateAppPayload)
-reg(UpdateAppPayload)
-reg(CopyAppPayload)
-reg(AppExportQuery)
-reg(AppNamePayload)
-reg(AppIconPayload)
-reg(AppSiteStatusPayload)
-reg(AppApiStatusPayload)
-reg(AppTracePayload)
-
-# Register models for flask_restx to avoid dict type issues in Swagger
-# Register base models first
-tag_model = console_ns.model("Tag", tag_fields)
-
-workflow_partial_model = console_ns.model("WorkflowPartial", _workflow_partial_fields_dict)
-
-model_config_model = console_ns.model("ModelConfig", model_config_fields)
-
-model_config_partial_model = console_ns.model("ModelConfigPartial", model_config_partial_fields)
-
-deleted_tool_model = console_ns.model("DeletedTool", deleted_tool_fields)
-
-site_model = console_ns.model("Site", site_fields)
-
-app_partial_model = console_ns.model(
-    "AppPartial",
-    {
-        "id": fields.String,
-        "name": fields.String,
-        "max_active_requests": fields.Raw(),
-        "description": fields.String(attribute="desc_or_prompt"),
-        "mode": fields.String(attribute="mode_compatible_with_agent"),
-        "icon_type": fields.String,
-        "icon": fields.String,
-        "icon_background": fields.String,
-        "icon_url": AppIconUrlField,
-        "model_config": fields.Nested(model_config_partial_model, attribute="app_model_config", allow_null=True),
-        "workflow": fields.Nested(workflow_partial_model, allow_null=True),
-        "use_icon_as_answer_icon": fields.Boolean,
-        "created_by": fields.String,
-        "created_at": TimestampField,
-        "updated_by": fields.String,
-        "updated_at": TimestampField,
-        "tags": fields.List(fields.Nested(tag_model)),
-        "access_mode": fields.String,
-        "create_user_name": fields.String,
-        "author_name": fields.String,
-        "has_draft_trigger": fields.Boolean,
-    },
-)
-
-app_detail_model = console_ns.model(
-    "AppDetail",
-    {
-        "id": fields.String,
-        "name": fields.String,
-        "description": fields.String,
-        "mode": fields.String(attribute="mode_compatible_with_agent"),
-        "icon": fields.String,
-        "icon_background": fields.String,
-        "enable_site": fields.Boolean,
-        "enable_api": fields.Boolean,
-        "model_config": fields.Nested(model_config_model, attribute="app_model_config", allow_null=True),
-        "workflow": fields.Nested(workflow_partial_model, allow_null=True),
-        "tracing": fields.Raw,
-        "use_icon_as_answer_icon": fields.Boolean,
-        "created_by": fields.String,
-        "created_at": TimestampField,
-        "updated_by": fields.String,
-        "updated_at": TimestampField,
-        "access_mode": fields.String,
-        "tags": fields.List(fields.Nested(tag_model)),
-    },
-)
-
-app_detail_with_site_model = console_ns.model(
-    "AppDetailWithSite",
-    {
-        "id": fields.String,
-        "name": fields.String,
-        "description": fields.String,
-        "mode": fields.String(attribute="mode_compatible_with_agent"),
-        "icon_type": fields.String,
-        "icon": fields.String,
-        "icon_background": fields.String,
-        "icon_url": AppIconUrlField,
-        "enable_site": fields.Boolean,
-        "enable_api": fields.Boolean,
-        "model_config": fields.Nested(model_config_model, attribute="app_model_config", allow_null=True),
-        "workflow": fields.Nested(workflow_partial_model, allow_null=True),
-        "api_base_url": fields.String,
-        "use_icon_as_answer_icon": fields.Boolean,
-        "max_active_requests": fields.Integer,
-        "created_by": fields.String,
-        "created_at": TimestampField,
-        "updated_by": fields.String,
-        "updated_at": TimestampField,
-        "deleted_tools": fields.List(fields.Nested(deleted_tool_model)),
-        "access_mode": fields.String,
-        "tags": fields.List(fields.Nested(tag_model)),
-        "site": fields.Nested(site_model),
-    },
-)
-
-app_pagination_model = console_ns.model(
-    "AppPagination",
-    {
-        "page": fields.Integer,
-        "limit": fields.Integer(attribute="per_page"),
-        "total": fields.Integer,
-        "has_more": fields.Boolean(attribute="has_next"),
-        "data": fields.List(fields.Nested(app_partial_model), attribute="items"),
-    },
-)
+def _validate_description_length(description):
+    if description and len(description) > 400:
+        raise ValueError("Description cannot exceed 400 characters.")
+    return description
 
 
 @console_ns.route("/apps")
 class AppListApi(Resource):
-    @console_ns.doc("list_apps")
-    @console_ns.doc(description="Get list of applications with pagination and filtering")
-    @console_ns.expect(console_ns.models[AppListQuery.__name__])
-    @console_ns.response(200, "Success", app_pagination_model)
+    @api.doc("list_apps")
+    @api.doc(description="Get list of applications with pagination and filtering")
+    @api.expect(
+        api.parser()
+        .add_argument("page", type=int, location="args", help="Page number (1-99999)", default=1)
+        .add_argument("limit", type=int, location="args", help="Page size (1-100)", default=20)
+        .add_argument(
+            "mode",
+            type=str,
+            location="args",
+            choices=["completion", "chat", "advanced-chat", "workflow", "agent-chat", "channel", "all"],
+            default="all",
+            help="App mode filter",
+        )
+        .add_argument("name", type=str, location="args", help="Filter by app name")
+        .add_argument("tag_ids", type=str, location="args", help="Comma-separated tag IDs")
+        .add_argument("is_created_by_me", type=bool, location="args", help="Filter by creator")
+    )
+    @api.response(200, "Success", app_pagination_fields)
     @setup_required
     @login_required
     @account_initialization_required
     @enterprise_license_required
     def get(self):
         """Get app list"""
-        current_user, current_tenant_id = current_account_with_tenant()
 
-        args = AppListQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
-        args_dict = args.model_dump()
+        def uuid_list(value):
+            try:
+                return [str(uuid.UUID(v)) for v in value.split(",")]
+            except ValueError:
+                abort(400, message="Invalid UUID format in tag_ids.")
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("page", type=inputs.int_range(1, 99999), required=False, default=1, location="args")
+        parser.add_argument("limit", type=inputs.int_range(1, 100), required=False, default=20, location="args")
+        parser.add_argument(
+            "mode",
+            type=str,
+            choices=[
+                "completion",
+                "chat",
+                "advanced-chat",
+                "workflow",
+                "agent-chat",
+                "channel",
+                "all",
+            ],
+            default="all",
+            location="args",
+            required=False,
+        )
+        parser.add_argument("name", type=str, location="args", required=False)
+        parser.add_argument("tag_ids", type=uuid_list, location="args", required=False)
+        parser.add_argument("is_created_by_me", type=inputs.boolean, location="args", required=False)
+
+        args = parser.parse_args()
 
         # get app list
         app_service = AppService()
-        app_pagination = app_service.get_paginate_apps(current_user.id, current_tenant_id, args_dict)
+        app_pagination = app_service.get_paginate_apps(current_user.id, current_user.current_tenant_id, args)
         if not app_pagination:
             return {"data": [], "total": 0, "page": 1, "limit": 20, "has_more": False}
 
@@ -288,75 +109,71 @@ class AppListApi(Resource):
                 if str(app.id) in res:
                     app.access_mode = res[str(app.id)].access_mode
 
-        workflow_capable_app_ids = [
-            str(app.id) for app in app_pagination.items if app.mode in {"workflow", "advanced-chat"}
-        ]
-        draft_trigger_app_ids: set[str] = set()
-        if workflow_capable_app_ids:
-            draft_workflows = (
-                db.session.execute(
-                    select(Workflow).where(
-                        Workflow.version == Workflow.VERSION_DRAFT,
-                        Workflow.app_id.in_(workflow_capable_app_ids),
-                    )
-                )
-                .scalars()
-                .all()
-            )
-            trigger_node_types = {
-                NodeType.TRIGGER_WEBHOOK,
-                NodeType.TRIGGER_SCHEDULE,
-                NodeType.TRIGGER_PLUGIN,
-            }
-            for workflow in draft_workflows:
-                try:
-                    for _, node_data in workflow.walk_nodes():
-                        if node_data.get("type") in trigger_node_types:
-                            draft_trigger_app_ids.add(str(workflow.app_id))
-                            break
-                except Exception:
-                    continue
+        return marshal(app_pagination, app_pagination_fields), 200
 
-        for app in app_pagination.items:
-            app.has_draft_trigger = str(app.id) in draft_trigger_app_ids
-
-        return marshal(app_pagination, app_pagination_model), 200
-
-    @console_ns.doc("create_app")
-    @console_ns.doc(description="Create a new application")
-    @console_ns.expect(console_ns.models[CreateAppPayload.__name__])
-    @console_ns.response(201, "App created successfully", app_detail_model)
-    @console_ns.response(403, "Insufficient permissions")
-    @console_ns.response(400, "Invalid request parameters")
+    @api.doc("create_app")
+    @api.doc(description="Create a new application")
+    @api.expect(
+        api.model(
+            "CreateAppRequest",
+            {
+                "name": fields.String(required=True, description="App name"),
+                "description": fields.String(description="App description (max 400 chars)"),
+                "mode": fields.String(required=True, enum=ALLOW_CREATE_APP_MODES, description="App mode"),
+                "icon_type": fields.String(description="Icon type"),
+                "icon": fields.String(description="Icon"),
+                "icon_background": fields.String(description="Icon background color"),
+            },
+        )
+    )
+    @api.response(201, "App created successfully", app_detail_fields)
+    @api.response(403, "Insufficient permissions")
+    @api.response(400, "Invalid request parameters")
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(app_detail_model)
+    @marshal_with(app_detail_fields)
     @cloud_edition_billing_resource_check("apps")
-    @edit_permission_required
     def post(self):
         """Create app"""
-        current_user, current_tenant_id = current_account_with_tenant()
-        args = CreateAppPayload.model_validate(console_ns.payload)
+        parser = reqparse.RequestParser()
+        parser.add_argument("name", type=str, required=True, location="json")
+        parser.add_argument("description", type=_validate_description_length, location="json")
+        parser.add_argument("mode", type=str, choices=ALLOW_CREATE_APP_MODES, location="json")
+        parser.add_argument("icon_type", type=str, location="json")
+        parser.add_argument("icon", type=str, location="json")
+        parser.add_argument("icon_background", type=str, location="json")
+        args = parser.parse_args()
+
+        # The role of the current user in the ta table must be admin, owner, or editor
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        if "mode" not in args or args["mode"] is None:
+            raise BadRequest("mode is required")
 
         app_service = AppService()
-        app = app_service.create_app(current_tenant_id, args.model_dump(), current_user)
+        if not isinstance(current_user, Account):
+            raise ValueError("current_user must be an Account instance")
+        if current_user.current_tenant_id is None:
+            raise ValueError("current_user.current_tenant_id cannot be None")
+        app = app_service.create_app(current_user.current_tenant_id, args, current_user)
 
         return app, 201
 
 
 @console_ns.route("/apps/<uuid:app_id>")
 class AppApi(Resource):
-    @console_ns.doc("get_app_detail")
-    @console_ns.doc(description="Get application details")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(200, "Success", app_detail_with_site_model)
+    @api.doc("get_app_detail")
+    @api.doc(description="Get application details")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(200, "Success", app_detail_fields_with_site)
     @setup_required
     @login_required
     @account_initialization_required
     @enterprise_license_required
     @get_app_model
-    @marshal_with(app_detail_with_site_model)
+    @marshal_with(app_detail_fields_with_site)
     def get(self, app_model):
         """Get app detail"""
         app_service = AppService()
@@ -369,50 +186,79 @@ class AppApi(Resource):
 
         return app_model
 
-    @console_ns.doc("update_app")
-    @console_ns.doc(description="Update application details")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[UpdateAppPayload.__name__])
-    @console_ns.response(200, "App updated successfully", app_detail_with_site_model)
-    @console_ns.response(403, "Insufficient permissions")
-    @console_ns.response(400, "Invalid request parameters")
+    @api.doc("update_app")
+    @api.doc(description="Update application details")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
+            "UpdateAppRequest",
+            {
+                "name": fields.String(required=True, description="App name"),
+                "description": fields.String(description="App description (max 400 chars)"),
+                "icon_type": fields.String(description="Icon type"),
+                "icon": fields.String(description="Icon"),
+                "icon_background": fields.String(description="Icon background color"),
+                "use_icon_as_answer_icon": fields.Boolean(description="Use icon as answer icon"),
+                "max_active_requests": fields.Integer(description="Maximum active requests"),
+            },
+        )
+    )
+    @api.response(200, "App updated successfully", app_detail_fields_with_site)
+    @api.response(403, "Insufficient permissions")
+    @api.response(400, "Invalid request parameters")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model
-    @edit_permission_required
-    @marshal_with(app_detail_with_site_model)
+    @marshal_with(app_detail_fields_with_site)
     def put(self, app_model):
         """Update app"""
-        args = UpdateAppPayload.model_validate(console_ns.payload)
+        # The role of the current user in the ta table must be admin, owner, or editor
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("name", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("description", type=_validate_description_length, location="json")
+        parser.add_argument("icon_type", type=str, location="json")
+        parser.add_argument("icon", type=str, location="json")
+        parser.add_argument("icon_background", type=str, location="json")
+        parser.add_argument("use_icon_as_answer_icon", type=bool, location="json")
+        parser.add_argument("max_active_requests", type=int, location="json")
+        args = parser.parse_args()
 
         app_service = AppService()
+        # Construct ArgsDict from parsed arguments
+        from services.app_service import AppService as AppServiceType
 
-        args_dict: AppService.ArgsDict = {
-            "name": args.name,
-            "description": args.description or "",
-            "icon_type": args.icon_type or "",
-            "icon": args.icon or "",
-            "icon_background": args.icon_background or "",
-            "use_icon_as_answer_icon": args.use_icon_as_answer_icon or False,
-            "max_active_requests": args.max_active_requests or 0,
+        args_dict: AppServiceType.ArgsDict = {
+            "name": args["name"],
+            "description": args.get("description", ""),
+            "icon_type": args.get("icon_type", ""),
+            "icon": args.get("icon", ""),
+            "icon_background": args.get("icon_background", ""),
+            "use_icon_as_answer_icon": args.get("use_icon_as_answer_icon", False),
+            "max_active_requests": args.get("max_active_requests", 0),
         }
         app_model = app_service.update_app(app_model, args_dict)
 
         return app_model
 
-    @console_ns.doc("delete_app")
-    @console_ns.doc(description="Delete application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(204, "App deleted successfully")
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("delete_app")
+    @api.doc(description="Delete application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(204, "App deleted successfully")
+    @api.response(403, "Insufficient permissions")
     @get_app_model
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def delete(self, app_model):
         """Delete app"""
+        # The role of the current user in the ta table must be admin, owner, or editor
+        if not current_user.is_editor:
+            raise Forbidden()
+
         app_service = AppService()
         app_service.delete_app(app_model)
 
@@ -421,37 +267,55 @@ class AppApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/copy")
 class AppCopyApi(Resource):
-    @console_ns.doc("copy_app")
-    @console_ns.doc(description="Create a copy of an existing application")
-    @console_ns.doc(params={"app_id": "Application ID to copy"})
-    @console_ns.expect(console_ns.models[CopyAppPayload.__name__])
-    @console_ns.response(201, "App copied successfully", app_detail_with_site_model)
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("copy_app")
+    @api.doc(description="Create a copy of an existing application")
+    @api.doc(params={"app_id": "Application ID to copy"})
+    @api.expect(
+        api.model(
+            "CopyAppRequest",
+            {
+                "name": fields.String(description="Name for the copied app"),
+                "description": fields.String(description="Description for the copied app"),
+                "icon_type": fields.String(description="Icon type"),
+                "icon": fields.String(description="Icon"),
+                "icon_background": fields.String(description="Icon background color"),
+            },
+        )
+    )
+    @api.response(201, "App copied successfully", app_detail_fields_with_site)
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model
-    @edit_permission_required
-    @marshal_with(app_detail_with_site_model)
+    @marshal_with(app_detail_fields_with_site)
     def post(self, app_model):
         """Copy app"""
         # The role of the current user in the ta table must be admin, owner, or editor
-        current_user, _ = current_account_with_tenant()
+        if not current_user.is_editor:
+            raise Forbidden()
 
-        args = CopyAppPayload.model_validate(console_ns.payload or {})
+        parser = reqparse.RequestParser()
+        parser.add_argument("name", type=str, location="json")
+        parser.add_argument("description", type=_validate_description_length, location="json")
+        parser.add_argument("icon_type", type=str, location="json")
+        parser.add_argument("icon", type=str, location="json")
+        parser.add_argument("icon_background", type=str, location="json")
+        args = parser.parse_args()
 
         with Session(db.engine) as session:
             import_service = AppDslService(session)
             yaml_content = import_service.export_dsl(app_model=app_model, include_secret=True)
+            account = cast(Account, current_user)
             result = import_service.import_app(
-                account=current_user,
-                import_mode=ImportMode.YAML_CONTENT,
+                account=account,
+                import_mode=ImportMode.YAML_CONTENT.value,
                 yaml_content=yaml_content,
-                name=args.name,
-                description=args.description,
-                icon_type=args.icon_type,
-                icon=args.icon,
-                icon_background=args.icon_background,
+                name=args.get("name"),
+                description=args.get("description"),
+                icon_type=args.get("icon_type"),
+                icon=args.get("icon"),
+                icon_background=args.get("icon_background"),
             )
             session.commit()
 
@@ -463,131 +327,178 @@ class AppCopyApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/export")
 class AppExportApi(Resource):
-    @console_ns.doc("export_app")
-    @console_ns.doc(description="Export application configuration as DSL")
-    @console_ns.doc(params={"app_id": "Application ID to export"})
-    @console_ns.expect(console_ns.models[AppExportQuery.__name__])
-    @console_ns.response(
+    @api.doc("export_app")
+    @api.doc(description="Export application configuration as DSL")
+    @api.doc(params={"app_id": "Application ID to export"})
+    @api.expect(
+        api.parser()
+        .add_argument("include_secret", type=bool, location="args", default=False, help="Include secrets in export")
+        .add_argument("workflow_id", type=str, location="args", help="Specific workflow ID to export")
+    )
+    @api.response(
         200,
         "App exported successfully",
-        console_ns.model("AppExportResponse", {"data": fields.String(description="DSL export data")}),
+        api.model("AppExportResponse", {"data": fields.String(description="DSL export data")}),
     )
-    @console_ns.response(403, "Insufficient permissions")
+    @api.response(403, "Insufficient permissions")
     @get_app_model
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def get(self, app_model):
         """Export app"""
-        args = AppExportQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        # The role of the current user in the ta table must be admin, owner, or editor
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        # Add include_secret params
+        parser = reqparse.RequestParser()
+        parser.add_argument("include_secret", type=inputs.boolean, default=False, location="args")
+        parser.add_argument("workflow_id", type=str, location="args")
+        args = parser.parse_args()
 
         return {
             "data": AppDslService.export_dsl(
-                app_model=app_model,
-                include_secret=args.include_secret,
-                workflow_id=args.workflow_id,
+                app_model=app_model, include_secret=args["include_secret"], workflow_id=args.get("workflow_id")
             )
         }
 
 
 @console_ns.route("/apps/<uuid:app_id>/name")
 class AppNameApi(Resource):
-    @console_ns.doc("check_app_name")
-    @console_ns.doc(description="Check if app name is available")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[AppNamePayload.__name__])
-    @console_ns.response(200, "Name availability checked")
+    @api.doc("check_app_name")
+    @api.doc(description="Check if app name is available")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(api.parser().add_argument("name", type=str, required=True, location="args", help="Name to check"))
+    @api.response(200, "Name availability checked")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model
-    @marshal_with(app_detail_model)
-    @edit_permission_required
+    @marshal_with(app_detail_fields)
     def post(self, app_model):
-        args = AppNamePayload.model_validate(console_ns.payload)
+        # The role of the current user in the ta table must be admin, owner, or editor
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("name", type=str, required=True, location="json")
+        args = parser.parse_args()
 
         app_service = AppService()
-        app_model = app_service.update_app_name(app_model, args.name)
+        app_model = app_service.update_app_name(app_model, args["name"])
 
         return app_model
 
 
 @console_ns.route("/apps/<uuid:app_id>/icon")
 class AppIconApi(Resource):
-    @console_ns.doc("update_app_icon")
-    @console_ns.doc(description="Update application icon")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[AppIconPayload.__name__])
-    @console_ns.response(200, "Icon updated successfully")
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("update_app_icon")
+    @api.doc(description="Update application icon")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
+            "AppIconRequest",
+            {
+                "icon": fields.String(required=True, description="Icon data"),
+                "icon_type": fields.String(description="Icon type"),
+                "icon_background": fields.String(description="Icon background color"),
+            },
+        )
+    )
+    @api.response(200, "Icon updated successfully")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model
-    @marshal_with(app_detail_model)
-    @edit_permission_required
+    @marshal_with(app_detail_fields)
     def post(self, app_model):
-        args = AppIconPayload.model_validate(console_ns.payload or {})
+        # The role of the current user in the ta table must be admin, owner, or editor
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("icon", type=str, location="json")
+        parser.add_argument("icon_background", type=str, location="json")
+        args = parser.parse_args()
 
         app_service = AppService()
-        app_model = app_service.update_app_icon(app_model, args.icon or "", args.icon_background or "")
+        app_model = app_service.update_app_icon(app_model, args.get("icon") or "", args.get("icon_background") or "")
 
         return app_model
 
 
 @console_ns.route("/apps/<uuid:app_id>/site-enable")
 class AppSiteStatus(Resource):
-    @console_ns.doc("update_app_site_status")
-    @console_ns.doc(description="Enable or disable app site")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[AppSiteStatusPayload.__name__])
-    @console_ns.response(200, "Site status updated successfully", app_detail_model)
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("update_app_site_status")
+    @api.doc(description="Enable or disable app site")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
+            "AppSiteStatusRequest", {"enable_site": fields.Boolean(required=True, description="Enable or disable site")}
+        )
+    )
+    @api.response(200, "Site status updated successfully", app_detail_fields)
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model
-    @marshal_with(app_detail_model)
-    @edit_permission_required
+    @marshal_with(app_detail_fields)
     def post(self, app_model):
-        args = AppSiteStatusPayload.model_validate(console_ns.payload)
+        # The role of the current user in the ta table must be admin, owner, or editor
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("enable_site", type=bool, required=True, location="json")
+        args = parser.parse_args()
 
         app_service = AppService()
-        app_model = app_service.update_app_site_status(app_model, args.enable_site)
+        app_model = app_service.update_app_site_status(app_model, args["enable_site"])
 
         return app_model
 
 
 @console_ns.route("/apps/<uuid:app_id>/api-enable")
 class AppApiStatus(Resource):
-    @console_ns.doc("update_app_api_status")
-    @console_ns.doc(description="Enable or disable app API")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[AppApiStatusPayload.__name__])
-    @console_ns.response(200, "API status updated successfully", app_detail_model)
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("update_app_api_status")
+    @api.doc(description="Enable or disable app API")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
+            "AppApiStatusRequest", {"enable_api": fields.Boolean(required=True, description="Enable or disable API")}
+        )
+    )
+    @api.response(200, "API status updated successfully", app_detail_fields)
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
-    @is_admin_or_owner_required
     @account_initialization_required
     @get_app_model
-    @marshal_with(app_detail_model)
+    @marshal_with(app_detail_fields)
     def post(self, app_model):
-        args = AppApiStatusPayload.model_validate(console_ns.payload)
+        # The role of the current user in the ta table must be admin or owner
+        if not current_user.is_admin_or_owner:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("enable_api", type=bool, required=True, location="json")
+        args = parser.parse_args()
 
         app_service = AppService()
-        app_model = app_service.update_app_api_status(app_model, args.enable_api)
+        app_model = app_service.update_app_api_status(app_model, args["enable_api"])
 
         return app_model
 
 
 @console_ns.route("/apps/<uuid:app_id>/trace")
 class AppTraceApi(Resource):
-    @console_ns.doc("get_app_trace")
-    @console_ns.doc(description="Get app tracing configuration")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(200, "Trace configuration retrieved successfully")
+    @api.doc("get_app_trace")
+    @api.doc(description="Get app tracing configuration")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(200, "Trace configuration retrieved successfully")
     @setup_required
     @login_required
     @account_initialization_required
@@ -597,24 +508,36 @@ class AppTraceApi(Resource):
 
         return app_trace_config
 
-    @console_ns.doc("update_app_trace")
-    @console_ns.doc(description="Update app tracing configuration")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[AppTracePayload.__name__])
-    @console_ns.response(200, "Trace configuration updated successfully")
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("update_app_trace")
+    @api.doc(description="Update app tracing configuration")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
+            "AppTraceRequest",
+            {
+                "enabled": fields.Boolean(required=True, description="Enable or disable tracing"),
+                "tracing_provider": fields.String(required=True, description="Tracing provider"),
+            },
+        )
+    )
+    @api.response(200, "Trace configuration updated successfully")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def post(self, app_id):
         # add app trace
-        args = AppTracePayload.model_validate(console_ns.payload)
+        if not current_user.is_editor:
+            raise Forbidden()
+        parser = reqparse.RequestParser()
+        parser.add_argument("enabled", type=bool, required=True, location="json")
+        parser.add_argument("tracing_provider", type=str, required=True, location="json")
+        args = parser.parse_args()
 
         OpsTraceManager.update_app_tracing_config(
             app_id=app_id,
-            enabled=args.enabled,
-            tracing_provider=args.tracing_provider,
+            enabled=args["enabled"],
+            tracing_provider=args["tracing_provider"],
         )
 
         return {"result": "success"}

api/controllers/console/app/app_import.py

@@ -1,91 +1,65 @@
-from flask_restx import Resource, fields, marshal_with
-from pydantic import BaseModel, Field
+from typing import cast
+
+from flask_login import current_user
+from flask_restx import Resource, marshal_with, reqparse
 from sqlalchemy.orm import Session
+from werkzeug.exceptions import Forbidden
 
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import (
     account_initialization_required,
     cloud_edition_billing_resource_check,
-    edit_permission_required,
     setup_required,
 )
 from extensions.ext_database import db
-from fields.app_fields import (
-    app_import_check_dependencies_fields,
-    app_import_fields,
-    leaked_dependency_fields,
-)
-from libs.login import current_account_with_tenant, login_required
+from fields.app_fields import app_import_check_dependencies_fields, app_import_fields
+from libs.login import login_required
+from models import Account
 from models.model import App
 from services.app_dsl_service import AppDslService, ImportStatus
 from services.enterprise.enterprise_service import EnterpriseService
 from services.feature_service import FeatureService
 
-from .. import console_ns
 
-# Register models for flask_restx to avoid dict type issues in Swagger
-# Register base model first
-leaked_dependency_model = console_ns.model("LeakedDependency", leaked_dependency_fields)
-
-app_import_model = console_ns.model("AppImport", app_import_fields)
-
-# For nested models, need to replace nested dict with registered model
-app_import_check_dependencies_fields_copy = app_import_check_dependencies_fields.copy()
-app_import_check_dependencies_fields_copy["leaked_dependencies"] = fields.List(fields.Nested(leaked_dependency_model))
-app_import_check_dependencies_model = console_ns.model(
-    "AppImportCheckDependencies", app_import_check_dependencies_fields_copy
-)
-
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class AppImportPayload(BaseModel):
-    mode: str = Field(..., description="Import mode")
-    yaml_content: str | None = None
-    yaml_url: str | None = None
-    name: str | None = None
-    description: str | None = None
-    icon_type: str | None = None
-    icon: str | None = None
-    icon_background: str | None = None
-    app_id: str | None = None
-
-
-console_ns.schema_model(
-    AppImportPayload.__name__, AppImportPayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
-)
-
-
-@console_ns.route("/apps/imports")
 class AppImportApi(Resource):
-    @console_ns.expect(console_ns.models[AppImportPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(app_import_model)
+    @marshal_with(app_import_fields)
     @cloud_edition_billing_resource_check("apps")
-    @edit_permission_required
     def post(self):
         # Check user role first
-        current_user, _ = current_account_with_tenant()
-        args = AppImportPayload.model_validate(console_ns.payload)
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("mode", type=str, required=True, location="json")
+        parser.add_argument("yaml_content", type=str, location="json")
+        parser.add_argument("yaml_url", type=str, location="json")
+        parser.add_argument("name", type=str, location="json")
+        parser.add_argument("description", type=str, location="json")
+        parser.add_argument("icon_type", type=str, location="json")
+        parser.add_argument("icon", type=str, location="json")
+        parser.add_argument("icon_background", type=str, location="json")
+        parser.add_argument("app_id", type=str, location="json")
+        args = parser.parse_args()
 
         # Create service with session
         with Session(db.engine) as session:
             import_service = AppDslService(session)
             # Import app
-            account = current_user
+            account = cast(Account, current_user)
             result = import_service.import_app(
                 account=account,
-                import_mode=args.mode,
-                yaml_content=args.yaml_content,
-                yaml_url=args.yaml_url,
-                name=args.name,
-                description=args.description,
-                icon_type=args.icon_type,
-                icon=args.icon,
-                icon_background=args.icon_background,
-                app_id=args.app_id,
+                import_mode=args["mode"],
+                yaml_content=args.get("yaml_content"),
+                yaml_url=args.get("yaml_url"),
+                name=args.get("name"),
+                description=args.get("description"),
+                icon_type=args.get("icon_type"),
+                icon=args.get("icon"),
+                icon_background=args.get("icon_background"),
+                app_id=args.get("app_id"),
             )
             session.commit()
         if result.app_id and FeatureService.get_system_features().webapp_auth.enabled:
@@ -93,47 +67,47 @@ class AppImportApi(Resource):
             EnterpriseService.WebAppAuth.update_app_access_mode(result.app_id, "private")
         # Return appropriate status code based on result
         status = result.status
-        if status == ImportStatus.FAILED:
+        if status == ImportStatus.FAILED.value:
             return result.model_dump(mode="json"), 400
-        elif status == ImportStatus.PENDING:
+        elif status == ImportStatus.PENDING.value:
             return result.model_dump(mode="json"), 202
         return result.model_dump(mode="json"), 200
 
 
-@console_ns.route("/apps/imports/<string:import_id>/confirm")
 class AppImportConfirmApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(app_import_model)
-    @edit_permission_required
+    @marshal_with(app_import_fields)
     def post(self, import_id):
         # Check user role first
-        current_user, _ = current_account_with_tenant()
+        if not current_user.is_editor:
+            raise Forbidden()
 
         # Create service with session
         with Session(db.engine) as session:
             import_service = AppDslService(session)
             # Confirm import
-            account = current_user
+            account = cast(Account, current_user)
             result = import_service.confirm_import(import_id=import_id, account=account)
             session.commit()
 
         # Return appropriate status code based on result
-        if result.status == ImportStatus.FAILED:
+        if result.status == ImportStatus.FAILED.value:
             return result.model_dump(mode="json"), 400
         return result.model_dump(mode="json"), 200
 
 
-@console_ns.route("/apps/imports/<string:app_id>/check-dependencies")
 class AppImportCheckDependenciesApi(Resource):
     @setup_required
     @login_required
     @get_app_model
     @account_initialization_required
-    @marshal_with(app_import_check_dependencies_model)
-    @edit_permission_required
+    @marshal_with(app_import_check_dependencies_fields)
     def get(self, app_model: App):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         with Session(db.engine) as session:
             import_service = AppDslService(session)
             result = import_service.check_dependencies(app_model=app_model)

api/controllers/console/app/audio.py

@@ -1,12 +1,11 @@
 import logging
 
 from flask import request
-from flask_restx import Resource, fields
-from pydantic import BaseModel, Field
+from flask_restx import Resource, fields, reqparse
 from werkzeug.exceptions import InternalServerError
 
 import services
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.app.error import (
     AppUnavailableError,
     AudioTooLargeError,
@@ -33,41 +32,20 @@ from services.errors.audio import (
 )
 
 logger = logging.getLogger(__name__)
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class TextToSpeechPayload(BaseModel):
-    message_id: str | None = Field(default=None, description="Message ID")
-    text: str = Field(..., description="Text to convert")
-    voice: str | None = Field(default=None, description="Voice name")
-    streaming: bool | None = Field(default=None, description="Whether to stream audio")
-
-
-class TextToSpeechVoiceQuery(BaseModel):
-    language: str = Field(..., description="Language code")
-
-
-console_ns.schema_model(
-    TextToSpeechPayload.__name__, TextToSpeechPayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
-)
-console_ns.schema_model(
-    TextToSpeechVoiceQuery.__name__,
-    TextToSpeechVoiceQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
-)
 
 
 @console_ns.route("/apps/<uuid:app_id>/audio-to-text")
 class ChatMessageAudioApi(Resource):
-    @console_ns.doc("chat_message_audio_transcript")
-    @console_ns.doc(description="Transcript audio to text for chat messages")
-    @console_ns.doc(params={"app_id": "App ID"})
-    @console_ns.response(
+    @api.doc("chat_message_audio_transcript")
+    @api.doc(description="Transcript audio to text for chat messages")
+    @api.doc(params={"app_id": "App ID"})
+    @api.response(
         200,
         "Audio transcription successful",
-        console_ns.model("AudioTranscriptResponse", {"text": fields.String(description="Transcribed text from audio")}),
+        api.model("AudioTranscriptResponse", {"text": fields.String(description="Transcribed text from audio")}),
     )
-    @console_ns.response(400, "Bad request - No audio uploaded or unsupported type")
-    @console_ns.response(413, "Audio file too large")
+    @api.response(400, "Bad request - No audio uploaded or unsupported type")
+    @api.response(413, "Audio file too large")
     @setup_required
     @login_required
     @account_initialization_required
@@ -111,26 +89,41 @@ class ChatMessageAudioApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/text-to-audio")
 class ChatMessageTextApi(Resource):
-    @console_ns.doc("chat_message_text_to_speech")
-    @console_ns.doc(description="Convert text to speech for chat messages")
-    @console_ns.doc(params={"app_id": "App ID"})
-    @console_ns.expect(console_ns.models[TextToSpeechPayload.__name__])
-    @console_ns.response(200, "Text to speech conversion successful")
-    @console_ns.response(400, "Bad request - Invalid parameters")
+    @api.doc("chat_message_text_to_speech")
+    @api.doc(description="Convert text to speech for chat messages")
+    @api.doc(params={"app_id": "App ID"})
+    @api.expect(
+        api.model(
+            "TextToSpeechRequest",
+            {
+                "message_id": fields.String(description="Message ID"),
+                "text": fields.String(required=True, description="Text to convert to speech"),
+                "voice": fields.String(description="Voice to use for TTS"),
+                "streaming": fields.Boolean(description="Whether to stream the audio"),
+            },
+        )
+    )
+    @api.response(200, "Text to speech conversion successful")
+    @api.response(400, "Bad request - Invalid parameters")
     @get_app_model
     @setup_required
     @login_required
     @account_initialization_required
     def post(self, app_model: App):
         try:
-            payload = TextToSpeechPayload.model_validate(console_ns.payload)
+            parser = reqparse.RequestParser()
+            parser.add_argument("message_id", type=str, location="json")
+            parser.add_argument("text", type=str, location="json")
+            parser.add_argument("voice", type=str, location="json")
+            parser.add_argument("streaming", type=bool, location="json")
+            args = parser.parse_args()
+
+            message_id = args.get("message_id", None)
+            text = args.get("text", None)
+            voice = args.get("voice", None)
 
             response = AudioService.transcript_tts(
-                app_model=app_model,
-                text=payload.text,
-                voice=payload.voice,
-                message_id=payload.message_id,
-                is_draft=True,
+                app_model=app_model, text=text, voice=voice, message_id=message_id, is_draft=True
             )
             return response
         except services.errors.app_model_config.AppModelConfigBrokenError:
@@ -161,25 +154,25 @@ class ChatMessageTextApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/text-to-audio/voices")
 class TextModesApi(Resource):
-    @console_ns.doc("get_text_to_speech_voices")
-    @console_ns.doc(description="Get available TTS voices for a specific language")
-    @console_ns.doc(params={"app_id": "App ID"})
-    @console_ns.expect(console_ns.models[TextToSpeechVoiceQuery.__name__])
-    @console_ns.response(
-        200, "TTS voices retrieved successfully", fields.List(fields.Raw(description="Available voices"))
-    )
-    @console_ns.response(400, "Invalid language parameter")
+    @api.doc("get_text_to_speech_voices")
+    @api.doc(description="Get available TTS voices for a specific language")
+    @api.doc(params={"app_id": "App ID"})
+    @api.expect(api.parser().add_argument("language", type=str, required=True, location="args", help="Language code"))
+    @api.response(200, "TTS voices retrieved successfully", fields.List(fields.Raw(description="Available voices")))
+    @api.response(400, "Invalid language parameter")
     @get_app_model
     @setup_required
     @login_required
     @account_initialization_required
     def get(self, app_model):
         try:
-            args = TextToSpeechVoiceQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+            parser = reqparse.RequestParser()
+            parser.add_argument("language", type=str, required=True, location="args")
+            args = parser.parse_args()
 
             response = AudioService.transcript_tts_voices(
                 tenant_id=app_model.tenant_id,
-                language=args.language,
+                language=args["language"],
             )
 
             return response