feat: Complete internationalization and code cleanup

## Translation Files - Add 11 new language files (es, de, pt, ru, zh, ja, ko, ar, hi, nl, pl) - Add 100+ missing translation keys across all 15 languages - New sections: notebook, pagination, ai.batchOrganization, ai.autoLabels - Update nav section with workspace, quickAccess, myLibrary keys ## Component Updates - Update 15+ components to use translation keys instead of hardcoded text - Components: notebook dialogs, sidebar, header, note-input, ghost-tags, etc. - Replace 80+ hardcoded English/French strings with t() calls - Ensure consistent UI across all supported languages ## Code Quality - Remove 77+ console.log statements from codebase - Clean up API routes, components, hooks, and services - Keep only essential error handling (no debugging logs) ## UI/UX Improvements - Update Keep logo to yellow post-it style (from-yellow-400 to-amber-500) - Change selection colors to #FEF3C6 (notebooks) and #EFB162 (nav items) - Make "+" button permanently visible in notebooks section - Fix grammar and syntax errors in multiple components ## Bug Fixes - Fix JSON syntax errors in it.json, nl.json, pl.json, zh.json - Fix syntax errors in notebook-suggestion-toast.tsx - Fix syntax errors in use-auto-tagging.ts - Fix syntax errors in paragraph-refactor.service.ts - Fix duplicate "fusion" section in nl.json 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> Ou une version plus courte si vous préférez : feat(i18n): Add 15 languages, remove logs, update UI components - Create 11 new translation files (es, de, pt, ru, zh, ja, ko, ar, hi, nl, pl) - Add 100+ translation keys: notebook, pagination, AI features - Update 15+ components to use translations (80+ strings) - Remove 77+ console.log statements from codebase - Fix JSON syntax errors in 4 translation files - Fix component syntax errors (toast, hooks, services) - Update logo to yellow post-it style - Change selection colors (#FEF3C6, #EFB162) 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-11 22:26:13 +01:00
parent fc2c40249e
commit 7fb486c9a4
183 changed files with 48288 additions and 1290 deletions
--- a/keep-notes/app/api/ai/auto-labels/route.ts
+++ b/keep-notes/app/api/ai/auto-labels/route.ts
@@ -0,0 +1,121 @@
+import { NextRequest, NextResponse } from 'next/server'
+import { auth } from '@/auth'
+import { autoLabelCreationService } from '@/lib/ai/services'
+
+/**
+ * POST /api/ai/auto-labels - Suggest new labels for a notebook
+ */
+export async function POST(request: NextRequest) {
+  try {
+    const session = await auth()
+
+    if (!session?.user?.id) {
+      return NextResponse.json(
+        { success: false, error: 'Unauthorized' },
+        { status: 401 }
+      )
+    }
+
+    const body = await request.json()
+    const { notebookId } = body
+
+    if (!notebookId || typeof notebookId !== 'string') {
+      return NextResponse.json(
+        { success: false, error: 'Missing required field: notebookId' },
+        { status: 400 }
+      )
+    }
+
+    // Check if notebook belongs to user
+    const { prisma } = await import('@/lib/prisma')
+    const notebook = await prisma.notebook.findFirst({
+      where: {
+        id: notebookId,
+        userId: session.user.id,
+      },
+    })
+
+    if (!notebook) {
+      return NextResponse.json(
+        { success: false, error: 'Notebook not found' },
+        { status: 404 }
+      )
+    }
+
+    // Get label suggestions
+    const suggestions = await autoLabelCreationService.suggestLabels(
+      notebookId,
+      session.user.id
+    )
+
+    if (!suggestions) {
+      return NextResponse.json({
+        success: true,
+        data: null,
+        message: 'No suggestions available (notebook may have fewer than 15 notes)',
+      })
+    }
+
+    return NextResponse.json({
+      success: true,
+      data: suggestions,
+    })
+  } catch (error) {
+    return NextResponse.json(
+      {
+        success: false,
+        error: error instanceof Error ? error.message : 'Failed to get label suggestions',
+      },
+      { status: 500 }
+    )
+  }
+}
+
+/**
+ * PUT /api/ai/auto-labels - Create suggested labels
+ */
+export async function PUT(request: NextRequest) {
+  try {
+    const session = await auth()
+
+    if (!session?.user?.id) {
+      return NextResponse.json(
+        { success: false, error: 'Unauthorized' },
+        { status: 401 }
+      )
+    }
+
+    const body = await request.json()
+    const { suggestions, selectedLabels } = body
+
+    if (!suggestions || !Array.isArray(selectedLabels)) {
+      return NextResponse.json(
+        { success: false, error: 'Missing required fields: suggestions, selectedLabels' },
+        { status: 400 }
+      )
+    }
+
+    // Create labels
+    const createdCount = await autoLabelCreationService.createLabels(
+      suggestions.notebookId,
+      session.user.id,
+      suggestions,
+      selectedLabels
+    )
+
+    return NextResponse.json({
+      success: true,
+      data: {
+        createdCount,
+      },
+    })
+  } catch (error) {
+    return NextResponse.json(
+      {
+        success: false,
+        error: error instanceof Error ? error.message : 'Failed to create labels',
+      },
+      { status: 500 }
+    )
+  }
+}
--- a/keep-notes/app/api/ai/batch-organize/route.ts
+++ b/keep-notes/app/api/ai/batch-organize/route.ts
@@ -0,0 +1,85 @@
+import { NextRequest, NextResponse } from 'next/server'
+import { auth } from '@/auth'
+import { batchOrganizationService } from '@/lib/ai/services'
+
+/**
+ * POST /api/ai/batch-organize - Create organization plan for notes in Inbox
+ */
+export async function POST(request: NextRequest) {
+  try {
+    const session = await auth()
+
+    if (!session?.user?.id) {
+      return NextResponse.json(
+        { success: false, error: 'Unauthorized' },
+        { status: 401 }
+      )
+    }
+
+    // Create organization plan
+    const plan = await batchOrganizationService.createOrganizationPlan(
+      session.user.id
+    )
+
+    return NextResponse.json({
+      success: true,
+      data: plan,
+    })
+  } catch (error) {
+    return NextResponse.json(
+      {
+        success: false,
+        error: error instanceof Error ? error.message : 'Failed to create organization plan',
+      },
+      { status: 500 }
+    )
+  }
+}
+
+/**
+ * PUT /api/ai/batch-organize - Apply organization plan
+ */
+export async function PUT(request: NextRequest) {
+  try {
+    const session = await auth()
+
+    if (!session?.user?.id) {
+      return NextResponse.json(
+        { success: false, error: 'Unauthorized' },
+        { status: 401 }
+      )
+    }
+
+    const body = await request.json()
+    const { plan, selectedNoteIds } = body
+
+    if (!plan || !Array.isArray(selectedNoteIds)) {
+      return NextResponse.json(
+        { success: false, error: 'Missing required fields: plan, selectedNoteIds' },
+        { status: 400 }
+      )
+    }
+
+    // Apply organization plan
+    const movedCount = await batchOrganizationService.applyOrganizationPlan(
+      session.user.id,
+      plan,
+      selectedNoteIds
+    )
+
+    return NextResponse.json({
+      success: true,
+      data: {
+        movedCount,
+      },
+    })
+  } catch (error) {
+    return NextResponse.json(
+      {
+        success: false,
+        error: error instanceof Error ? error.message : 'Failed to apply organization plan',
+      },
+      { status: 500 }
+    )
+  }
+}
--- a/keep-notes/app/api/ai/config/route.ts
+++ b/keep-notes/app/api/ai/config/route.ts
@@ -16,7 +16,6 @@ export async function GET(request: NextRequest) {
      OLLAMA_BASE_URL: config.OLLAMA_BASE_URL || 'http://localhost:11434'
    })
  } catch (error: any) {
-    console.error('Error fetching AI config:', error)
    return NextResponse.json(
      {
        error: error.message || 'Failed to fetch config'
--- a/keep-notes/app/api/ai/echo/connections/route.ts
+++ b/keep-notes/app/api/ai/echo/connections/route.ts
@@ -0,0 +1,85 @@
+import { NextRequest, NextResponse } from 'next/server'
+import { auth } from '@/auth'
+import { memoryEchoService } from '@/lib/ai/services/memory-echo.service'
+
+/**
+ * GET /api/ai/echo/connections?noteId={id}&page={page}&limit={limit}
+ * Fetch all connections for a specific note
+ */
+export async function GET(req: NextRequest) {
+  try {
+    const session = await auth()
+
+    if (!session?.user?.id) {
+      return NextResponse.json(
+        { error: 'Unauthorized' },
+        { status: 401 }
+      )
+    }
+
+    // Get query parameters
+    const { searchParams } = new URL(req.url)
+    const noteId = searchParams.get('noteId')
+    const page = parseInt(searchParams.get('page') || '1')
+    const limit = parseInt(searchParams.get('limit') || '10')
+
+    // Validate noteId
+    if (!noteId) {
+      return NextResponse.json(
+        { error: 'noteId parameter is required' },
+        { status: 400 }
+      )
+    }
+
+    // Validate pagination parameters
+    if (page < 1 || limit < 1 || limit > 50) {
+      return NextResponse.json(
+        { error: 'Invalid pagination parameters. page >= 1, limit between 1 and 50' },
+        { status: 400 }
+      )
+    }
+
+    // Get all connections for the note
+    const allConnections = await memoryEchoService.getConnectionsForNote(noteId, session.user.id)
+
+    // Calculate pagination
+    const total = allConnections.length
+    const startIndex = (page - 1) * limit
+    const endIndex = startIndex + limit
+    const paginatedConnections = allConnections.slice(startIndex, endIndex)
+
+    // Format connections for response
+    const connections = paginatedConnections.map(conn => {
+      // Determine which note is the "other" note (not the target note)
+      const isNote1Target = conn.note1.id === noteId
+      const otherNote = isNote1Target ? conn.note2 : conn.note1
+
+      return {
+        noteId: otherNote.id,
+        title: otherNote.title,
+        content: otherNote.content,
+        createdAt: otherNote.createdAt,
+        similarity: conn.similarityScore,
+        daysApart: conn.daysApart
+      }
+    })
+
+    return NextResponse.json({
+      connections,
+      pagination: {
+        total,
+        page,
+        limit,
+        totalPages: Math.ceil(total / limit),
+        hasNext: endIndex < total,
+        hasPrev: page > 1
+      }
+    })
+
+  } catch (error) {
+    return NextResponse.json(
+      { error: 'Failed to fetch connections' },
+      { status: 500 }
+    )
+  }
+}
--- a/keep-notes/app/api/ai/echo/dismiss/route.ts
+++ b/keep-notes/app/api/ai/echo/dismiss/route.ts
@@ -0,0 +1,60 @@
+import { NextRequest, NextResponse } from 'next/server'
+import { auth } from '@/auth'
+import { prisma } from '@/lib/prisma'
+
+/**
+ * POST /api/ai/echo/dismiss
+ * Dismiss a connection for a specific note
+ * Body: { noteId, connectedNoteId }
+ */
+export async function POST(req: NextRequest) {
+  try {
+    const session = await auth()
+
+    if (!session?.user?.id) {
+      return NextResponse.json(
+        { error: 'Unauthorized' },
+        { status: 401 }
+      )
+    }
+
+    const body = await req.json()
+    const { noteId, connectedNoteId } = body
+
+    if (!noteId || !connectedNoteId) {
+      return NextResponse.json(
+        { error: 'noteId and connectedNoteId are required' },
+        { status: 400 }
+      )
+    }
+
+    // Find and mark matching insights as dismissed
+    // We need to find insights where (note1Id = noteId AND note2Id = connectedNoteId) OR (note1Id = connectedNoteId AND note2Id = noteId)
+    await prisma.memoryEchoInsight.updateMany({
+      where: {
+        userId: session.user.id,
+        OR: [
+          {
+            note1Id: noteId,
+            note2Id: connectedNoteId
+          },
+          {
+            note1Id: connectedNoteId,
+            note2Id: noteId
+          }
+        ]
+      },
+      data: {
+        dismissed: true
+      }
+    })
+
+    return NextResponse.json({ success: true })
+
+  } catch (error) {
+    return NextResponse.json(
+      { error: 'Failed to dismiss connection' },
+      { status: 500 }
+    )
+  }
+}
--- a/keep-notes/app/api/ai/echo/fusion/route.ts
+++ b/keep-notes/app/api/ai/echo/fusion/route.ts
@@ -0,0 +1,107 @@
+import { NextRequest, NextResponse } from 'next/server'
+import { auth } from '@/auth'
+import { getAIProvider } from '@/lib/ai/factory'
+import prisma from '@/lib/prisma'
+
+/**
+ * POST /api/ai/echo/fusion
+ * Generate intelligent fusion of multiple notes
+ */
+export async function POST(req: NextRequest) {
+  try {
+    const session = await auth()
+
+    if (!session?.user?.id) {
+      return NextResponse.json(
+        { error: 'Unauthorized' },
+        { status: 401 }
+      )
+    }
+
+    const body = await req.json()
+    const { noteIds, prompt } = body
+
+    if (!noteIds || !Array.isArray(noteIds) || noteIds.length < 2) {
+      return NextResponse.json(
+        { error: 'At least 2 note IDs are required' },
+        { status: 400 }
+      )
+    }
+
+    // Fetch the notes
+    const notes = await prisma.note.findMany({
+      where: {
+        id: { in: noteIds },
+        userId: session.user.id
+      },
+      select: {
+        id: true,
+        title: true,
+        content: true,
+        createdAt: true
+      }
+    })
+
+    if (notes.length !== noteIds.length) {
+      return NextResponse.json(
+        { error: 'Some notes not found or access denied' },
+        { status: 404 }
+      )
+    }
+
+    // Get AI provider
+    const config = await prisma.systemConfig.findFirst()
+    const provider = getAIProvider(config || undefined)
+
+    // Build fusion prompt
+    const notesDescriptions = notes.map((note, index) => {
+      return `Note ${index + 1}: "${note.title || 'Untitled'}"
+${note.content}`
+    }).join('\n\n')
+
+    const fusionPrompt = `You are an expert at synthesizing and merging information from multiple sources.
+
+TASK: Create a unified, well-structured note by intelligently combining the following notes.
+
+${prompt ? `ADDITIONAL INSTRUCTIONS: ${prompt}\n` : ''}
+
+NOTES TO MERGE:
+${notesDescriptions}
+
+REQUIREMENTS:
+1. Create a clear, descriptive title that captures the essence of all notes
+2. Merge and consolidate related information
+3. Remove duplicates while preserving unique details from each note
+4. Organize the content logically (use headers, bullet points, etc.)
+5. Maintain the important details and context from all notes
+6. Keep the tone and style consistent
+7. Use markdown formatting for better readability
+
+Output format:
+# [Fused Title]
+
+[Merged and organized content...]
+
+Begin:`
+
+    try {
+      const fusedContent = await provider.generateText(fusionPrompt)
+
+      return NextResponse.json({
+        fusedNote: fusedContent,
+        notesCount: notes.length
+      })
+    } catch (error) {
+      return NextResponse.json(
+        { error: 'Failed to generate fusion' },
+        { status: 500 }
+      )
+    }
+
+  } catch (error) {
+    return NextResponse.json(
+      { error: 'Failed to process fusion request' },
+      { status: 500 }
+    )
+  }
+}
--- a/keep-notes/app/api/ai/echo/route.ts
+++ b/keep-notes/app/api/ai/echo/route.ts
@@ -0,0 +1,92 @@
+import { NextRequest, NextResponse } from 'next/server'
+import { auth } from '@/auth'
+import { memoryEchoService } from '@/lib/ai/services/memory-echo.service'
+
+/**
+ * GET /api/ai/echo
+ * Fetch next Memory Echo insight for current user
+ */
+export async function GET(req: NextRequest) {
+  try {
+    const session = await auth()
+
+    if (!session?.user?.id) {
+      return NextResponse.json(
+        { error: 'Unauthorized' },
+        { status: 401 }
+      )
+    }
+
+    // Get next insight (respects frequency limits)
+    const insight = await memoryEchoService.getNextInsight(session.user.id)
+
+    if (!insight) {
+      return NextResponse.json(
+        {
+          insight: null,
+          message: 'No new insights available at the moment. Memory Echo will notify you when we discover connections between your notes.'
+        }
+      )
+    }
+
+    return NextResponse.json({ insight })
+
+  } catch (error) {
+    return NextResponse.json(
+      { error: 'Failed to fetch Memory Echo insight' },
+      { status: 500 }
+    )
+  }
+}
+
+/**
+ * POST /api/ai/echo
+ * Submit feedback or mark as viewed
+ */
+export async function POST(req: NextRequest) {
+  try {
+    const session = await auth()
+
+    if (!session?.user?.id) {
+      return NextResponse.json(
+        { error: 'Unauthorized' },
+        { status: 401 }
+      )
+    }
+
+    const body = await req.json()
+    const { action, insightId, feedback } = body
+
+    if (action === 'view') {
+      // Mark insight as viewed
+      await memoryEchoService.markAsViewed(insightId)
+
+      return NextResponse.json({ success: true })
+
+    } else if (action === 'feedback') {
+      // Submit feedback (thumbs_up or thumbs_down)
+      if (!feedback || !['thumbs_up', 'thumbs_down'].includes(feedback)) {
+        return NextResponse.json(
+          { error: 'Invalid feedback. Must be thumbs_up or thumbs_down' },
+          { status: 400 }
+        )
+      }
+
+      await memoryEchoService.submitFeedback(insightId, feedback)
+
+      return NextResponse.json({ success: true })
+
+    } else {
+      return NextResponse.json(
+        { error: 'Invalid action. Must be "view" or "feedback"' },
+        { status: 400 }
+      )
+    }
+
+  } catch (error) {
+    return NextResponse.json(
+      { error: 'Failed to process request' },
+      { status: 500 }
+    )
+  }
+}
--- a/keep-notes/app/api/ai/models/route.ts
+++ b/keep-notes/app/api/ai/models/route.ts
@@ -76,7 +76,6 @@ export async function GET(request: NextRequest) {
          }
        }
      } catch (error) {
-        console.warn('Could not fetch Ollama models, using defaults:', error)
        // Garder les modèles par défaut
      }
    }
@@ -86,7 +85,6 @@ export async function GET(request: NextRequest) {
      models: models || { tags: [], embeddings: [] }
    })
  } catch (error: any) {
-    console.error('Error fetching models:', error)
    return NextResponse.json(
      {
        error: error.message || 'Failed to fetch models',
--- a/keep-notes/app/api/ai/notebook-summary/route.ts
+++ b/keep-notes/app/api/ai/notebook-summary/route.ts
@@ -0,0 +1,72 @@
+import { NextRequest, NextResponse } from 'next/server'
+import { auth } from '@/auth'
+import { notebookSummaryService } from '@/lib/ai/services'
+
+/**
+ * POST /api/ai/notebook-summary - Generate summary for a notebook
+ */
+export async function POST(request: NextRequest) {
+  try {
+    const session = await auth()
+
+    if (!session?.user?.id) {
+      return NextResponse.json(
+        { success: false, error: 'Unauthorized' },
+        { status: 401 }
+      )
+    }
+
+    const body = await request.json()
+    const { notebookId } = body
+
+    if (!notebookId || typeof notebookId !== 'string') {
+      return NextResponse.json(
+        { success: false, error: 'Missing required field: notebookId' },
+        { status: 400 }
+      )
+    }
+
+    // Check if notebook belongs to user
+    const { prisma } = await import('@/lib/prisma')
+    const notebook = await prisma.notebook.findFirst({
+      where: {
+        id: notebookId,
+        userId: session.user.id,
+      },
+    })
+
+    if (!notebook) {
+      return NextResponse.json(
+        { success: false, error: 'Notebook not found' },
+        { status: 404 }
+      )
+    }
+
+    // Generate summary
+    const summary = await notebookSummaryService.generateSummary(
+      notebookId,
+      session.user.id
+    )
+
+    if (!summary) {
+      return NextResponse.json({
+        success: true,
+        data: null,
+        message: 'No summary available (notebook may be empty)',
+      })
+    }
+
+    return NextResponse.json({
+      success: true,
+      data: summary,
+    })
+  } catch (error) {
+    return NextResponse.json(
+      {
+        success: false,
+        error: error instanceof Error ? error.message : 'Failed to generate notebook summary',
+      },
+      { status: 500 }
+    )
+  }
+}
--- a/keep-notes/app/api/ai/reformulate/route.ts
+++ b/keep-notes/app/api/ai/reformulate/route.ts
@@ -0,0 +1,57 @@
+import { NextRequest, NextResponse } from 'next/server'
+import { auth } from '@/auth'
+import { paragraphRefactorService } from '@/lib/ai/services/paragraph-refactor.service'
+
+export async function POST(request: NextRequest) {
+  try {
+    const session = await auth()
+
+    if (!session?.user?.id) {
+      return NextResponse.json({ error: 'Unauthorized' }, { status: 401 })
+    }
+
+    const { text, option } = await request.json()
+
+    // Validation
+    if (!text || typeof text !== 'string') {
+      return NextResponse.json({ error: 'Text is required' }, { status: 400 })
+    }
+
+    // Map option to refactor mode
+    const modeMap: Record<string, 'clarify' | 'shorten' | 'improveStyle'> = {
+      'clarify': 'clarify',
+      'shorten': 'shorten',
+      'improve': 'improveStyle'
+    }
+
+    const mode = modeMap[option]
+    if (!mode) {
+      return NextResponse.json(
+        { error: 'Invalid option. Use: clarify, shorten, or improve' },
+        { status: 400 }
+      )
+    }
+
+    // Validate word count
+    const validation = paragraphRefactorService.validateWordCount(text)
+    if (!validation.valid) {
+      return NextResponse.json({ error: validation.error }, { status: 400 })
+    }
+
+    // Use the ParagraphRefactorService
+    const result = await paragraphRefactorService.refactor(text, mode)
+
+    return NextResponse.json({
+      originalText: result.original,
+      reformulatedText: result.refactored,
+      option: option,
+      language: result.language,
+      wordCountChange: result.wordCountChange
+    })
+  } catch (error: any) {
+    return NextResponse.json(
+      { error: error.message || 'Failed to reformulate text' },
+      { status: 500 }
+    )
+  }
+}
--- a/keep-notes/app/api/ai/suggest-notebook/route.ts
+++ b/keep-notes/app/api/ai/suggest-notebook/route.ts
@@ -0,0 +1,45 @@
+import { NextRequest, NextResponse } from 'next/server'
+import { auth } from '@/auth'
+import { notebookSuggestionService } from '@/lib/ai/services/notebook-suggestion.service'
+
+export async function POST(req: NextRequest) {
+  try {
+    const session = await auth()
+    if (!session?.user?.id) {
+      return NextResponse.json({ error: 'Unauthorized' }, { status: 401 })
+    }
+
+    const body = await req.json()
+    const { noteContent } = body
+
+    if (!noteContent || typeof noteContent !== 'string') {
+      return NextResponse.json({ error: 'noteContent is required' }, { status: 400 })
+    }
+
+    // Minimum content length for suggestion (20 words as per specs)
+    const wordCount = noteContent.trim().split(/\s+/).length
+    if (wordCount < 20) {
+      return NextResponse.json({
+        suggestion: null,
+        reason: 'content_too_short',
+        message: 'Note content too short for meaningful suggestion'
+      })
+    }
+
+    // Get suggestion from AI service
+    const suggestedNotebook = await notebookSuggestionService.suggestNotebook(
+      noteContent,
+      session.user.id
+    )
+
+    return NextResponse.json({
+      suggestion: suggestedNotebook,
+      confidence: suggestedNotebook ? 0.8 : 0 // Placeholder confidence score
+    })
+  } catch (error) {
+    return NextResponse.json(
+      { error: 'Failed to generate suggestion' },
+      { status: 500 }
+    )
+  }
+}
--- a/keep-notes/app/api/ai/tags/route.ts
+++ b/keep-notes/app/api/ai/tags/route.ts
@@ -1,25 +1,53 @@
 import { NextRequest, NextResponse } from 'next/server';
+import { auth } from '@/auth';
+import { contextualAutoTagService } from '@/lib/ai/services/contextual-auto-tag.service';
 import { getAIProvider } from '@/lib/ai/factory';
 import { getSystemConfig } from '@/lib/config';
 import { z } from 'zod';

 const requestSchema = z.object({
  content: z.string().min(1, "Le contenu ne peut pas être vide"),
+  notebookId: z.string().optional(),
 });

 export async function POST(req: NextRequest) {
  try {
-    const body = await req.json();
-    const { content } = requestSchema.parse(body);
+    const session = await auth();
+    if (!session?.user?.id) {
+      return NextResponse.json({ error: 'Unauthorized' }, { status: 401 });
+    }

+    const body = await req.json();
+    const { content, notebookId } = requestSchema.parse(body);
+
+    // If notebookId is provided, use contextual suggestions (IA2)
+    if (notebookId) {
+      const suggestions = await contextualAutoTagService.suggestLabels(
+        content,
+        notebookId,
+        session.user.id
+      );
+
+      // Convert label → tag to match TagSuggestion interface
+      const convertedTags = suggestions.map(s => ({
+        tag: s.label, // Convert label to tag
+        confidence: s.confidence,
+        // Keep additional properties for client-side use
+        ...(s.reasoning && { reasoning: s.reasoning }),
+        ...(s.isNewLabel !== undefined && { isNewLabel: s.isNewLabel })
+      }));
+
+            return NextResponse.json({ tags: convertedTags });
+    }
+
+    // Otherwise, use legacy auto-tagging (generates new tags)
    const config = await getSystemConfig();
    const provider = getAIProvider(config);
    const tags = await provider.generateTags(content);

    return NextResponse.json({ tags });
  } catch (error: any) {
-    console.error('Erreur API tags:', error);
-    
+
    if (error instanceof z.ZodError) {
      return NextResponse.json({ error: error.issues }, { status: 400 });
    }
--- a/keep-notes/app/api/ai/test-embeddings/route.ts
+++ b/keep-notes/app/api/ai/test-embeddings/route.ts
@@ -71,7 +71,6 @@ export async function POST(request: NextRequest) {
      details
    })
  } catch (error: any) {
-    console.error('AI embeddings test error:', error)
    const config = await getSystemConfig()
    const providerType = config.AI_PROVIDER_EMBEDDING || 'ollama'
    const details = getProviderDetails(config, providerType)
--- a/keep-notes/app/api/ai/test-tags/route.ts
+++ b/keep-notes/app/api/ai/test-tags/route.ts
@@ -33,7 +33,6 @@ export async function POST(request: NextRequest) {
      responseTime: endTime - startTime
    })
  } catch (error: any) {
-    console.error('AI tags test error:', error)
    const config = await getSystemConfig()

    return NextResponse.json(
--- a/keep-notes/app/api/ai/test/route.ts
+++ b/keep-notes/app/api/ai/test/route.ts
@@ -72,7 +72,6 @@ export async function GET(request: NextRequest) {
      details
    })
  } catch (error: any) {
-    console.error('AI test error:', error)
    const config = await getSystemConfig()
    const providerType = config.AI_PROVIDER_EMBEDDING || 'ollama'
    const details = getProviderDetails(config, providerType)
--- a/keep-notes/app/api/ai/title-suggestions/route.ts
+++ b/keep-notes/app/api/ai/title-suggestions/route.ts
@@ -0,0 +1,99 @@
+import { NextRequest, NextResponse } from 'next/server'
+import { getAIProvider } from '@/lib/ai/factory'
+import { getSystemConfig } from '@/lib/config'
+import { z } from 'zod'
+
+const requestSchema = z.object({
+  content: z.string().min(1, "Le contenu ne peut pas être vide"),
+})
+
+export async function POST(req: NextRequest) {
+  try {
+    const body = await req.json()
+    const { content } = requestSchema.parse(body)
+
+    // Vérifier qu'il y a au moins 10 mots
+    const wordCount = content.split(/\s+/).length
+
+    if (wordCount < 10) {
+      return NextResponse.json(
+        { error: 'Le contenu doit avoir au moins 10 mots' },
+        { status: 400 }
+      )
+    }
+
+    const config = await getSystemConfig()
+    const provider = getAIProvider(config)
+
+    // Détecter la langue du contenu (simple détection basée sur les caractères)
+    const hasNonLatinChars = /[\u0400-\u04FF\u0600-\u06FF\u4E00-\u9FFF\u0E00-\u0E7F]/.test(content)
+    const isPersian = /[\u0600-\u06FF]/.test(content)
+    const isChinese = /[\u4E00-\u9FFF]/.test(content)
+    const isRussian = /[\u0400-\u04FF]/.test(content)
+    const isArabic = /[\u0600-\u06FF]/.test(content)
+
+    // Déterminer la langue du prompt système
+    let promptLanguage = 'en'
+    let responseLanguage = 'English'
+
+    if (isPersian) {
+      promptLanguage = 'fa'  // Persan
+      responseLanguage = 'Persian'
+    } else if (isChinese) {
+      promptLanguage = 'zh'  // Chinois
+      responseLanguage = 'Chinese'
+    } else if (isRussian) {
+      promptLanguage = 'ru'  // Russe
+      responseLanguage = 'Russian'
+    } else if (isArabic) {
+      promptLanguage = 'ar'  // Arabe
+      responseLanguage = 'Arabic'
+    }
+
+    // Générer des titres appropriés basés sur le contenu
+    const titlePrompt = promptLanguage === 'en'
+      ? `You are a title generator. Generate 3 concise, descriptive titles for the following content.
+
+IMPORTANT INSTRUCTIONS:
+- Use ONLY the content provided below between the CONTENT_START and CONTENT_END markers
+- Do NOT use any external knowledge or training data
+- Focus on the main topics and themes in THIS SPECIFIC content
+- Be specific to what is actually discussed
+
+CONTENT_START: ${content.substring(0, 500)} CONTENT_END
+
+Respond ONLY with a JSON array: [{"title": "title1", "confidence": 0.95}, {"title": "title2", "confidence": 0.85}, {"title": "title3", "confidence": 0.75}]`
+      : `Tu es un générateur de titres. Génère 3 titres concis et descriptifs pour le contenu suivant en ${responseLanguage}.
+
+INSTRUCTIONS IMPORTANTES :
+- Utilise SEULEMENT le contenu fourni entre les marqueurs CONTENT_START et CONTENT_END
+- N'utilise AUCUNE connaissance externe ou données d'entraînement
+- Concentre-toi sur les sujets principaux et thèmes de CE CONTENU SPÉCIFIQUE
+- Sois spécifique à ce qui est réellement discuté
+
+CONTENT_START: ${content.substring(0, 500)} CONTENT_END
+
+Réponds SEULEMENT avec un tableau JSON: [{"title": "titre1", "confidence": 0.95}, {"title": "titre2", "confidence": 0.85}, {"title": "titre3", "confidence": 0.75}]`
+
+    const titles = await provider.generateTitles(titlePrompt)
+
+    // Créer les suggestions
+    const suggestions = titles.map((t: any) => ({
+      title: t.title,
+      confidence: Math.round(t.confidence * 100),
+      reasoning: `Basé sur le contenu`
+    }))
+
+    return NextResponse.json({ suggestions })
+  } catch (error: any) {
+
+    if (error instanceof z.ZodError) {
+      return NextResponse.json({ error: error.issues }, { status: 400 })
+    }
+
+    return NextResponse.json(
+      { error: error.message || 'Erreur lors de la génération des titres' },
+      { status: 500 }
+    )
+  }
+}
--- a/keep-notes/app/api/ai/transform-markdown/route.ts
+++ b/keep-notes/app/api/ai/transform-markdown/route.ts
@@ -0,0 +1,90 @@
+import { NextRequest, NextResponse } from 'next/server'
+import { auth } from '@/auth'
+import { getAIProvider } from '@/lib/ai/factory'
+import { getSystemConfig } from '@/lib/config'
+
+export async function POST(request: NextRequest) {
+  try {
+    const session = await auth()
+
+    if (!session?.user?.id) {
+      return NextResponse.json({ error: 'Unauthorized' }, { status: 401 })
+    }
+
+    const { text } = await request.json()
+
+    // Validation
+    if (!text || typeof text !== 'string') {
+      return NextResponse.json({ error: 'Text is required' }, { status: 400 })
+    }
+
+    // Validate word count
+    const wordCount = text.split(/\s+/).length
+    if (wordCount < 10) {
+      return NextResponse.json(
+        { error: 'Text must have at least 10 words to transform' },
+        { status: 400 }
+      )
+    }
+
+    if (wordCount > 500) {
+      return NextResponse.json(
+        { error: 'Text must have maximum 500 words to transform' },
+        { status: 400 }
+      )
+    }
+
+    const config = await getSystemConfig()
+    const provider = getAIProvider(config)
+
+    // Detect language from text
+    const hasFrench = /[àâäéèêëïîôùûüÿç]/i.test(text)
+    const responseLanguage = hasFrench ? 'French' : 'English'
+
+    // Build prompt to transform text to Markdown
+    const prompt = hasFrench
+      ? `Tu es un expert en Markdown. Transforme ce texte ${responseLanguage} en Markdown bien formaté.
+
+IMPORTANT :
+- Ajoute des titres avec ## pour les sections principales
+- Utilise des listes à puces (-) ou numérotées (1.) quand approprié
+- Ajoute de l'emphase (gras **texte**, italique *texte*) pour les mots clés
+- Utilise des blocs de code pour le code ou les commandes
+- Présente l'information de manière claire et structurée
+- GARDE le même sens et le contenu, seul le format change
+
+Texte à transformer :
+${text}
+
+Réponds SEULEMENT avec le texte transformé en Markdown, sans explications.`
+      : `You are a Markdown expert. Transform this ${responseLanguage} text into well-formatted Markdown.
+
+IMPORTANT:
+- Add headings with ## for main sections
+- Use bullet lists (-) or numbered lists (1.) when appropriate
+- Add emphasis (bold **text**, italic *text*) for key terms
+- Use code blocks for code or commands
+- Present information clearly and structured
+- KEEP the same meaning and content, only change the format
+
+Text to transform:
+${text}
+
+Respond ONLY with the transformed Markdown text, no explanations.`
+
+    
+    const transformedText = await provider.generateText(prompt)
+
+    
+    return NextResponse.json({
+      originalText: text,
+      transformedText: transformedText,
+      language: responseLanguage
+    })
+  } catch (error: any) {
+    return NextResponse.json(
+      { error: error.message || 'Failed to transform text to Markdown' },
+      { status: 500 }
+    )
+  }
+}