First commit

app/Http/Controllers/Admin/AuditLogController.php

@@ -0,0 +1,45 @@
+<?php
+
+namespace App\Http\Controllers\Admin;
+
+use App\Http\Controllers\Controller;
+use App\Models\AuditLog;
+use Illuminate\Http\Request;
+use Illuminate\View\View;
+
+class AuditLogController extends Controller
+{
+    public function index(Request $request): View
+    {
+        $query = AuditLog::with('user')->latest('created_at');
+
+        if ($request->filled('event')) {
+            $query->where('event', $request->event);
+        }
+
+        if ($request->filled('user_id')) {
+            $query->where('user_id', $request->user_id);
+        }
+
+        if ($request->filled('date_from')) {
+            $query->where('created_at', '>=', $request->date_from . ' 00:00:00');
+        }
+
+        if ($request->filled('date_to')) {
+            $query->where('created_at', '<=', $request->date_to . ' 23:59:59');
+        }
+
+        $logs = $query->paginate(30)->withQueryString();
+
+        $eventTypes = AuditLog::distinct()->pluck('event')->sort()->values();
+
+        return view('admin.audit-logs.index', compact('logs', 'eventTypes'));
+    }
+
+    public function show(AuditLog $auditLog): View
+    {
+        $auditLog->load('user');
+
+        return view('admin.audit-logs.show', compact('auditLog'));
+    }
+}

app/Http/Controllers/Admin/CategoryController.php

@@ -0,0 +1,102 @@
+<?php
+
+namespace App\Http\Controllers\Admin;
+
+use App\Http\Controllers\Controller;
+use App\Http\Requests\Admin\StoreCategoryRequest;
+use App\Models\Category;
+use App\Services\KnowledgeBase\AuditService;
+use Illuminate\Http\RedirectResponse;
+use Illuminate\Http\Request;
+use Illuminate\Support\Str;
+use Illuminate\View\View;
+
+class CategoryController extends Controller
+{
+    public function __construct(
+        private readonly AuditService $auditService
+    ) {}
+
+    public function index(): View
+    {
+        $categories = Category::withCount([
+                'documents as total_documents',
+                'documents as active_documents' => fn($q) => $q->where('is_active', true),
+                'knowledgeItems as total_knowledge_items',
+            ])
+            ->ordered()
+            ->withTrashed()
+            ->paginate(20);
+
+        return view('admin.categories.index', compact('categories'));
+    }
+
+    public function create(): View
+    {
+        return view('admin.categories.create');
+    }
+
+    public function store(StoreCategoryRequest $request): RedirectResponse
+    {
+        $data = $request->validated();
+
+        if (empty($data['slug'])) {
+            $data['slug'] = Str::slug($data['name']);
+        }
+
+        $data['created_by'] = auth()->id();
+
+        $category = Category::create($data);
+
+        $this->auditService->categoryCreated($category);
+
+        return redirect()
+            ->route('admin.categories.index')
+            ->with('success', "Kategori '{$category->name}' berjaya dicipta.");
+    }
+
+    public function edit(Category $category): View
+    {
+        return view('admin.categories.edit', compact('category'));
+    }
+
+    public function update(StoreCategoryRequest $request, Category $category): RedirectResponse
+    {
+        $data = $request->validated();
+
+        if (empty($data['slug'])) {
+            $data['slug'] = Str::slug($data['name']);
+        }
+
+        $category->update($data);
+
+        return redirect()
+            ->route('admin.categories.index')
+            ->with('success', "Kategori '{$category->name}' berjaya dikemaskini.");
+    }
+
+    public function toggleStatus(Category $category): RedirectResponse
+    {
+        $category->update(['is_active' => !$category->is_active]);
+
+        $status = $category->is_active ? 'diaktifkan' : 'dinyahaktifkan';
+
+        return back()->with('success', "Kategori '{$category->name}' telah {$status}.");
+    }
+
+    public function destroy(Category $category): RedirectResponse
+    {
+        // Semak sama ada ada dokumen aktif dalam kategori ini
+        if ($category->documents()->where('is_active', true)->exists()) {
+            return back()->with('error',
+                'Kategori tidak boleh dipadam kerana masih ada dokumen aktif di dalamnya.'
+            );
+        }
+
+        $category->delete(); // SoftDelete
+
+        return redirect()
+            ->route('admin.categories.index')
+            ->with('success', "Kategori '{$category->name}' telah dipadam.");
+    }
+}

app/Http/Controllers/Admin/ChatFeedbackController.php

@@ -0,0 +1,117 @@
+<?php
+
+namespace App\Http\Controllers\Admin;
+
+use App\Http\Controllers\Controller;
+use App\Models\Category;
+use App\Models\ChatFeedback;
+use App\Models\ChatLog;
+use App\Models\KnowledgeItem;
+use App\Services\KnowledgeBase\AuditService;
+use App\Services\KnowledgeBase\IngestionService;
+use Illuminate\Http\RedirectResponse;
+use Illuminate\Http\Request;
+use Illuminate\View\View;
+
+class ChatFeedbackController extends Controller
+{
+    public function __construct(
+        private readonly AuditService $auditService,
+        private readonly IngestionService $ingestionService,
+    ) {}
+
+    /**
+     * Senarai log chat dengan filter dan status feedback.
+     */
+    public function index(Request $request): View
+    {
+        $query = ChatLog::with(['session', 'category', 'feedback'])
+            ->latest();
+
+        if ($request->filled('has_answer')) {
+            $query->where('has_answer', (bool) $request->has_answer);
+        }
+
+        if ($request->filled('is_flagged')) {
+            $query->where('is_flagged', true);
+        }
+
+        if ($request->filled('category_id')) {
+            $query->where('category_id', $request->category_id);
+        }
+
+        if ($request->filled('rating')) {
+            $query->whereHas('feedback', fn($q) => $q->where('rating', $request->rating));
+        }
+
+        $logs       = $query->paginate(20)->withQueryString();
+        $categories = Category::active()->ordered()->get();
+
+        return view('admin.chat-feedback.index', compact('logs', 'categories'));
+    }
+
+    /**
+     * Semak satu log chat dengan butiran penuh.
+     */
+    public function show(ChatLog $chatLog): View
+    {
+        $chatLog->load(['session', 'category', 'feedback.convertedFaq']);
+
+        return view('admin.chat-feedback.show', compact('chatLog'));
+    }
+
+    /**
+     * Convert soalan yang tidak dijawab dengan baik kepada FAQ rasmi.
+     */
+    public function convertToFaq(Request $request, ChatLog $chatLog): RedirectResponse
+    {
+        $validated = $request->validate([
+            'category_id' => ['required', 'exists:categories,id'],
+            'title'       => ['required', 'string', 'max:500'],
+            'content'     => ['required', 'string', 'max:10000'],
+        ]);
+
+        $knowledgeItem = KnowledgeItem::create([
+            'category_id' => $validated['category_id'],
+            'item_type'   => KnowledgeItem::TYPE_FAQ,
+            'title'       => $validated['title'],
+            'content'     => $validated['content'],
+            'is_active'   => true,
+            'is_public'   => true,
+            'created_by'  => auth()->id(),
+            'updated_by'  => auth()->id(),
+        ]);
+
+        // Kemaskini feedback jika ada
+        if ($feedback = $chatLog->feedback) {
+            $feedback->update([
+                'converted_to_faq' => true,
+                'converted_faq_id' => $knowledgeItem->id,
+                'reviewed_by'      => auth()->id(),
+                'reviewed_at'      => now(),
+            ]);
+        }
+
+        // Flag log chat sebagai dah diselesaikan
+        $chatLog->update(['is_flagged' => false]);
+
+        $this->auditService->faqConvertedFromFeedback($feedback, $knowledgeItem);
+
+        // Embed knowledge item baru
+        \App\Jobs\ReindexKnowledgeItemJob::dispatch($knowledgeItem->id);
+
+        return redirect()
+            ->route('admin.knowledge-items.show', $knowledgeItem)
+            ->with('success', "FAQ baru '{$knowledgeItem->title}' berjaya dicipta dari log chat.");
+    }
+
+    /**
+     * Toggle flag pada log chat untuk tanda perlu semakan.
+     */
+    public function toggleFlag(ChatLog $chatLog): RedirectResponse
+    {
+        $chatLog->update(['is_flagged' => !$chatLog->is_flagged]);
+
+        return back()->with('success', $chatLog->is_flagged ? 'Log ditanda untuk semakan.' : 'Flag dibuang.');
+    }
+}

app/Http/Controllers/Admin/ChunkReviewController.php

@@ -0,0 +1,271 @@
+<?php
+
+namespace App\Http\Controllers\Admin;
+
+use App\Http\Controllers\Controller;
+use App\Http\Requests\Admin\SplitChunkRequest;
+use App\Http\Requests\Admin\UpdateChunkRequest;
+use App\Models\Document;
+use App\Models\DocumentChunk;
+use App\Models\DocumentVersion;
+use App\Services\Document\ChunkEditingService;
+use App\Services\Document\ChunkSplitService;
+use Illuminate\Http\RedirectResponse;
+use Illuminate\Http\Request;
+use Illuminate\View\View;
+use InvalidArgumentException;
+use RuntimeException;
+
+/**
+ * ChunkReviewController
+ *
+ * Menguruskan UI dan operasi Chunk Review & Editing:
+ *   - index()      → Senarai chunk per versi (enhanced list dengan status filter)
+ *   - show()       → Detail satu chunk + preview 3 teks + form edit
+ *   - update()     → Simpan final_text yang diedit
+ *   - exclude()    → Kecualikan chunk dari indexing
+ *   - include()    → Kembalikan chunk ke indexing
+ *   - reindex()    → Trigger reindex manual
+ *   - splitForm()  → Form split chunk
+ *   - doSplit()    → Jalankan split
+ *
+ * NOTA: Hanya admin yang boleh akses (dikuatkuasakan di routes via 'role:admin').
+ */
+class ChunkReviewController extends Controller
+{
+    public function __construct(
+        private readonly ChunkEditingService $editor,
+        private readonly ChunkSplitService   $splitter,
+    ) {}
+
+    // =========================================================================
+    // LIST VIEW
+    // =========================================================================
+
+    /**
+     * Senarai chunk untuk satu versi dokumen.
+     * Menggantikan DocumentController::chunks().
+     *
+     * Route: GET /admin/documents/{document}/versions/{version}/chunks
+     */
+    public function index(Document $document, DocumentVersion $version): View
+    {
+        abort_if($version->document_id !== $document->id, 404);
+
+        $statusFilter = request('status');
+
+        $query = $version->chunks()
+            ->with(['editor', 'parentChunk', 'childChunks'])
+            ->withCount('audits')
+            ->orderBy('chunk_index');
+
+        if ($statusFilter) {
+            $query->where('chunk_status', $statusFilter);
+        }
+
+        $chunks = $query->paginate(20)->withQueryString();
+
+        // Bilangan chunk mengikut status untuk filter pills
+        $statusCounts = $version->chunks()
+            ->selectRaw('chunk_status, count(*) as total')
+            ->groupBy('chunk_status')
+            ->pluck('total', 'chunk_status')
+            ->toArray();
+
+        $allStatuses = DocumentChunk::STATUS_PENDING === 'pending'
+            ? [
+                DocumentChunk::STATUS_PENDING,
+                DocumentChunk::STATUS_INDEXED,
+                DocumentChunk::STATUS_NEEDS_REVIEW,
+                DocumentChunk::STATUS_NEEDS_REINDEX,
+                DocumentChunk::STATUS_EXCLUDED,
+                DocumentChunk::STATUS_SUPERSEDED,
+                DocumentChunk::STATUS_FAILED_EMBEDDING,
+            ]
+            : [];
+
+        return view('admin.documents.chunks', compact(
+            'document',
+            'version',
+            'chunks',
+            'statusCounts',
+            'statusFilter'
+        ));
+    }
+
+    // =========================================================================
+    // DETAIL + EDIT VIEW
+    // =========================================================================
+
+    /**
+     * Detail satu chunk: preview raw/cleaned/final text + form edit + audit trail.
+     *
+     * Route: GET /admin/chunks/{chunk}
+     */
+    public function show(DocumentChunk $chunk): View
+    {
+        $chunk->load([
+            'document.category',
+            'documentVersion',
+            'editor',
+            'parentChunk',
+            'childChunks.editor',
+            'audits' => fn($q) => $q->with('user')->limit(10),
+        ]);
+
+        return view('admin.chunks.show', compact('chunk'));
+    }
+
+    /**
+     * Simpan perubahan final_text.
+     *
+     * Route: PATCH /admin/chunks/{chunk}
+     */
+    public function update(UpdateChunkRequest $request, DocumentChunk $chunk): RedirectResponse
+    {
+        try {
+            $this->editor->editFinalText(
+                $chunk,
+                $request->validated('final_text'),
+                $request->validated('notes')
+            );
+
+            return redirect()
+                ->route('admin.chunks.show', $chunk)
+                ->with('success', 'final_text berjaya disimpan. Reindex sedang diantrikan dalam queue.');
+        } catch (RuntimeException $e) {
+            return back()->withInput()->with('error', $e->getMessage());
+        }
+    }
+
+    // =========================================================================
+    // EXCLUDE / INCLUDE
+    // =========================================================================
+
+    /**
+     * Kecualikan chunk dari indexing.
+     *
+     * Route: POST /admin/chunks/{chunk}/exclude
+     */
+    public function exclude(Request $request, DocumentChunk $chunk): RedirectResponse
+    {
+        $request->validate(['notes' => ['nullable', 'string', 'max:500']]);
+
+        try {
+            $this->editor->excludeChunk($chunk, $request->input('notes'));
+
+            return back()->with(
+                'success',
+                "Chunk #{$chunk->chunk_index} berjaya dikecualikan dari indexing."
+            );
+        } catch (RuntimeException $e) {
+            return back()->with('error', $e->getMessage());
+        }
+    }
+
+    /**
+     * Kembalikan chunk ke indexing.
+     *
+     * Route: POST /admin/chunks/{chunk}/include
+     */
+    public function include(Request $request, DocumentChunk $chunk): RedirectResponse
+    {
+        $request->validate(['notes' => ['nullable', 'string', 'max:500']]);
+
+        try {
+            $this->editor->includeChunk($chunk, $request->input('notes'));
+
+            return back()->with(
+                'success',
+                "Chunk #{$chunk->chunk_index} berjaya dikembalikan ke indexing."
+            );
+        } catch (RuntimeException $e) {
+            return back()->with('error', $e->getMessage());
+        }
+    }
+
+    // =========================================================================
+    // REINDEX
+    // =========================================================================
+
+    /**
+     * Trigger reindex manual untuk satu chunk.
+     *
+     * Route: POST /admin/chunks/{chunk}/reindex
+     */
+    public function reindex(Request $request, DocumentChunk $chunk): RedirectResponse
+    {
+        $request->validate(['notes' => ['nullable', 'string', 'max:500']]);
+
+        try {
+            $this->editor->triggerReindex($chunk, $request->input('notes'));
+
+            return back()->with(
+                'success',
+                "Chunk #{$chunk->chunk_index} sedang diantrikan untuk reindex."
+            );
+        } catch (RuntimeException $e) {
+            return back()->with('error', $e->getMessage());
+        }
+    }
+
+    // =========================================================================
+    // SPLIT
+    // =========================================================================
+
+    /**
+     * Form split chunk.
+     *
+     * Route: GET /admin/chunks/{chunk}/split
+     */
+    public function splitForm(DocumentChunk $chunk): View
+    {
+        if ($chunk->isSuperseded()) {
+            abort(403, 'Chunk yang telah digantikan tidak boleh di-split semula.');
+        }
+
+        if ($chunk->chunk_status === DocumentChunk::STATUS_EXCLUDED) {
+            abort(403, 'Chunk yang dikecualikan tidak boleh di-split. Include semula dahulu.');
+        }
+
+        $chunk->load(['document', 'documentVersion', 'childChunks']);
+
+        return view('admin.chunks.split', compact('chunk'));
+    }
+
+    /**
+     * Jalankan split chunk.
+     *
+     * Route: POST /admin/chunks/{chunk}/split
+     */
+    public function doSplit(SplitChunkRequest $request, DocumentChunk $chunk): RedirectResponse
+    {
+        if ($chunk->isSuperseded()) {
+            return back()->with('error', 'Chunk yang telah digantikan tidak boleh di-split.');
+        }
+
+        try {
+            $children = $this->splitter->split(
+                $chunk,
+                $request->validated('segments'),
+                $request->validated('notes')
+            );
+
+            return redirect()
+                ->route('admin.documents.chunks', [
+                    'document' => $chunk->document_id,
+                    'version'  => $chunk->document_version_id,
+                ])
+                ->with(
+                    'success',
+                    "Chunk #{$chunk->chunk_index} berjaya di-split kepada "
+                    . count($children)
+                    . " chunk baharu. Reindex sedang dijalankan dalam queue."
+                );
+        } catch (InvalidArgumentException $e) {
+            return back()->withInput()->with('error', $e->getMessage());
+        } catch (RuntimeException $e) {
+            return back()->withInput()->with('error', $e->getMessage());
+        }
+    }
+}

app/Http/Controllers/Admin/DashboardController.php

@@ -0,0 +1,54 @@
+<?php
+
+namespace App\Http\Controllers\Admin;
+
+use App\Http\Controllers\Controller;
+use App\Models\AuditLog;
+use App\Models\Category;
+use App\Models\ChatLog;
+use App\Models\Document;
+use App\Models\DocumentVersion;
+use App\Models\KnowledgeItem;
+use App\Services\Ollama\OllamaService;
+use App\Services\Qdrant\QdrantService;
+use Illuminate\View\View;
+
+class DashboardController extends Controller
+{
+    public function index(
+        OllamaService $ollamaService,
+        QdrantService $qdrantService
+    ): View {
+        $stats = [
+            'total_documents'       => Document::count(),
+            'active_documents'      => Document::where('is_active', true)->count(),
+            'processing_documents'  => Document::where('status', 'processing')->count(),
+            'failed_documents'      => Document::whereIn('status', ['failed', 'extraction_failed'])->count(),
+            'total_categories'      => Category::where('is_active', true)->count(),
+            'total_knowledge_items' => KnowledgeItem::where('is_active', true)->count(),
+            'total_chats_today'     => ChatLog::whereDate('created_at', today())->count(),
+            'unanswered_chats'      => ChatLog::where('has_answer', false)->count(),
+            'flagged_chats'         => ChatLog::where('is_flagged', true)->count(),
+        ];
+
+        $recentActivity = AuditLog::with('user')
+            ->latest('created_at')
+            ->limit(10)
+            ->get();
+
+        $recentChats = ChatLog::with('category')
+            ->latest()
+            ->limit(5)
+            ->get();
+
+        // Health check (cache 60 saat supaya tidak lambat setiap load)
+        $health = cache()->remember('service_health', 60, function () use ($ollamaService, $qdrantService) {
+            return [
+                'ollama' => $ollamaService->healthCheck(),
+                'qdrant' => $qdrantService->healthCheck(),
+            ];
+        });
+
+        return view('admin.dashboard', compact('stats', 'recentActivity', 'recentChats', 'health'));
+    }
+}

app/Http/Controllers/Admin/DocumentController.php

@@ -0,0 +1,214 @@
+<?php
+
+namespace App\Http\Controllers\Admin;
+
+use App\Actions\Document\CreateDocumentAction;
+use App\Actions\Document\UploadNewVersionAction;
+use App\Http\Controllers\Controller;
+use App\Http\Requests\Admin\StoreDocumentRequest;
+use App\Jobs\ReindexDocumentJob;
+use App\Models\Category;
+use App\Models\Document;
+use App\Models\DocumentVersion;
+use App\Services\KnowledgeBase\AuditService;
+use App\Services\KnowledgeBase\IngestionService;
+use Illuminate\Http\RedirectResponse;
+use Illuminate\Http\Request;
+use Illuminate\Support\Facades\Storage;
+use Illuminate\View\View;
+use RuntimeException;
+
+class DocumentController extends Controller
+{
+    public function __construct(
+        private readonly AuditService $auditService,
+        private readonly IngestionService $ingestionService,
+    ) {}
+
+    public function index(Request $request): View
+    {
+        $query = Document::with(['category', 'currentVersion'])
+            ->withCount('versions');
+
+        if ($request->filled('category_id')) {
+            $query->where('category_id', $request->category_id);
+        }
+
+        if ($request->filled('status')) {
+            $query->where('status', $request->status);
+        }
+
+        if ($request->filled('search')) {
+            $query->where('title', 'like', '%' . $request->search . '%');
+        }
+
+        $documents  = $query->latest()->paginate(15)->withQueryString();
+        $categories = Category::active()->ordered()->get();
+
+        return view('admin.documents.index', compact('documents', 'categories'));
+    }
+
+    public function create(): View
+    {
+        $categories = Category::active()->ordered()->get();
+        return view('admin.documents.create', compact('categories'));
+    }
+
+    public function store(StoreDocumentRequest $request, CreateDocumentAction $action): RedirectResponse
+    {
+        try {
+            $document = $action->execute(
+                $request->validated(),
+                $request->file('file')
+            );
+
+            return redirect()
+                ->route('admin.documents.show', $document)
+                ->with('success', "Dokumen '{$document->title}' berjaya diupload dan sedang diproses.");
+        } catch (RuntimeException $e) {
+            return back()
+                ->withInput()
+                ->with('error', $e->getMessage());
+        }
+    }
+
+    public function show(Document $document): View
+    {
+        $document->load([
+            'category',
+            'versions.uploader',
+            'currentVersion.chunks' => fn($q) => $q->limit(20),
+        ]);
+
+        return view('admin.documents.show', compact('document'));
+    }
+
+    public function edit(Document $document): View
+    {
+        $categories = Category::active()->ordered()->get();
+        return view('admin.documents.edit', compact('document', 'categories'));
+    }
+
+    public function update(Request $request, Document $document): RedirectResponse
+    {
+        $validated = $request->validate([
+            'title'          => ['required', 'string', 'max:255'],
+            'description'    => ['nullable', 'string', 'max:1000'],
+            'category_id'    => ['required', 'exists:categories,id'],
+            'effective_date' => ['nullable', 'date'],
+            'expiry_date'    => ['nullable', 'date'],
+            'tags'           => ['nullable', 'array'],
+            'language'       => ['nullable', 'in:ms,en'],
+        ]);
+
+        $validated['updated_by'] = auth()->id();
+        $document->update($validated);
+
+        return redirect()
+            ->route('admin.documents.show', $document)
+            ->with('success', 'Maklumat dokumen berjaya dikemaskini.');
+    }
+
+    /**
+     * Upload versi baru untuk dokumen yang sedia ada.
+     */
+    public function uploadVersion(
+        Request $request,
+        Document $document,
+        UploadNewVersionAction $action
+    ): RedirectResponse {
+        $request->validate([
+            'file'         => ['required', 'file', 'mimes:pdf', 'max:' . config('knowledgebase.upload.max_file_size', 20480)],
+            'change_notes' => ['nullable', 'string', 'max:500'],
+        ]);
+
+        try {
+            $action->execute($document, $request->file('file'), $request->only('change_notes'));
+
+            return redirect()
+                ->route('admin.documents.show', $document)
+                ->with('success', 'Versi baru berjaya diupload dan sedang diproses.');
+        } catch (RuntimeException $e) {
+            return back()->with('error', $e->getMessage());
+        }
+    }
+
+    /**
+     * Toggle status aktif/tidak aktif dokumen.
+     * Apabila dinyahaktifkan, chunk dalam Qdrant juga dimatikan.
+     */
+    public function toggleStatus(Document $document): RedirectResponse
+    {
+        $newStatus = !$document->is_active;
+
+        if ($newStatus) {
+            // Aktifkan — versi semasa mesti sudah indexed
+            $currentVersion = $document->currentVersion;
+            if (!$currentVersion || !$currentVersion->isProcessed()) {
+                return back()->with('error',
+                    'Dokumen tidak boleh diaktifkan kerana pemprosesan belum selesai.'
+                );
+            }
+
+            $document->update([
+                'is_active' => true,
+                'status'    => Document::STATUS_ACTIVE,
+            ]);
+
+            $this->auditService->documentActivated($document);
+        } else {
+            // Deactivate — matikan juga dalam Qdrant
+            $document->update([
+                'is_active' => false,
+                'status'    => Document::STATUS_INACTIVE,
+            ]);
+
+            if ($currentVersion = $document->currentVersion) {
+                $this->ingestionService->deactivateVersionInQdrant($currentVersion);
+            }
+
+            $this->auditService->documentDeactivated($document);
+        }
+
+        $status = $newStatus ? 'diaktifkan' : 'dinyahaktifkan';
+
+        return back()->with('success', "Dokumen '{$document->title}' telah {$status}.");
+    }
+
+    /**
+     * Trigger reindex untuk versi tertentu.
+     */
+    public function reindex(Document $document): RedirectResponse
+    {
+        $currentVersion = $document->currentVersion;
+
+        if (!$currentVersion) {
+            return back()->with('error', 'Tiada versi semasa untuk diindeks semula.');
+        }
+
+        ReindexDocumentJob::dispatch($currentVersion->id);
+
+        $this->auditService->documentReindexed($document, $currentVersion);
+
+        return back()->with('success', 'Reindeks telah dimulakan. Sila semak semula sebentar lagi.');
+    }
+
+    /**
+     * Download PDF asal.
+     */
+    public function download(Document $document, DocumentVersion $version)
+    {
+        abort_if($version->document_id !== $document->id, 404);
+
+        $disk = config('knowledgebase.upload.storage_disk', 'local');
+
+        if (!Storage::disk($disk)->exists($version->stored_path)) {
+            abort(404, 'Fail tidak dijumpai.');
+        }
+
+        return Storage::disk($disk)->download(
+            $version->stored_path,
+            $version->original_filename
+        );
+    }
+}

app/Http/Controllers/Admin/KnowledgeItemController.php

@@ -0,0 +1,152 @@
+<?php
+
+namespace App\Http\Controllers\Admin;
+
+use App\Http\Controllers\Controller;
+use App\Http\Requests\Admin\StoreKnowledgeItemRequest;
+use App\Jobs\ReindexKnowledgeItemJob;
+use App\Models\Category;
+use App\Models\KnowledgeItem;
+use App\Services\KnowledgeBase\AuditService;
+use App\Services\KnowledgeBase\IngestionService;
+use Illuminate\Http\RedirectResponse;
+use Illuminate\Http\Request;
+use Illuminate\View\View;
+use RuntimeException;
+
+class KnowledgeItemController extends Controller
+{
+    public function __construct(
+        private readonly AuditService $auditService,
+        private readonly IngestionService $ingestionService,
+    ) {}
+
+    public function index(Request $request): View
+    {
+        $query = KnowledgeItem::with('category')
+            ->withTrashed();
+
+        if ($request->filled('category_id')) {
+            $query->where('category_id', $request->category_id);
+        }
+
+        if ($request->filled('item_type')) {
+            $query->where('item_type', $request->item_type);
+        }
+
+        if ($request->filled('search')) {
+            $query->where(function ($q) use ($request) {
+                $q->where('title', 'like', '%' . $request->search . '%')
+                  ->orWhere('content', 'like', '%' . $request->search . '%');
+            });
+        }
+
+        $items      = $query->latest()->paginate(20)->withQueryString();
+        $categories = Category::active()->ordered()->get();
+        $typeLabels = KnowledgeItem::typeLabels();
+
+        return view('admin.knowledge-items.index', compact('items', 'categories', 'typeLabels'));
+    }
+
+    public function create(Request $request): View
+    {
+        $categories   = Category::active()->ordered()->get();
+        $typeLabels   = KnowledgeItem::typeLabels();
+        $prefillData  = $request->only(['category_id', 'item_type', 'title', 'content']);
+        // prefillData berguna bila convert dari feedback
+
+        return view('admin.knowledge-items.create', compact('categories', 'typeLabels', 'prefillData'));
+    }
+
+    public function store(StoreKnowledgeItemRequest $request): RedirectResponse
+    {
+        $data = $request->validated();
+        $data['created_by'] = auth()->id();
+        $data['updated_by'] = auth()->id();
+
+        $item = KnowledgeItem::create($data);
+
+        $this->auditService->knowledgeItemCreated($item);
+
+        // Embed secara async
+        ReindexKnowledgeItemJob::dispatch($item->id);
+
+        return redirect()
+            ->route('admin.knowledge-items.show', $item)
+            ->with('success', "Knowledge item '{$item->title}' berjaya dicipta dan sedang di-embed.");
+    }
+
+    public function show(KnowledgeItem $knowledgeItem): View
+    {
+        $knowledgeItem->load('category', 'creator');
+
+        return view('admin.knowledge-items.show', compact('knowledgeItem'));
+    }
+
+    public function edit(KnowledgeItem $knowledgeItem): View
+    {
+        $categories = Category::active()->ordered()->get();
+        $typeLabels = KnowledgeItem::typeLabels();
+
+        return view('admin.knowledge-items.edit', compact('knowledgeItem', 'categories', 'typeLabels'));
+    }
+
+    public function update(StoreKnowledgeItemRequest $request, KnowledgeItem $knowledgeItem): RedirectResponse
+    {
+        $oldValues = $knowledgeItem->only(['title', 'content', 'is_active']);
+
+        $data = $request->validated();
+        $data['updated_by'] = auth()->id();
+
+        $knowledgeItem->update($data);
+
+        $this->auditService->knowledgeItemUpdated($knowledgeItem, $oldValues);
+
+        // Re-embed kerana kandungan mungkin berubah
+        ReindexKnowledgeItemJob::dispatch($knowledgeItem->id);
+
+        return redirect()
+            ->route('admin.knowledge-items.show', $knowledgeItem)
+            ->with('success', 'Knowledge item berjaya dikemaskini dan sedang di-embed semula.');
+    }
+
+    public function toggleStatus(KnowledgeItem $knowledgeItem): RedirectResponse
+    {
+        $newStatus = !$knowledgeItem->is_active;
+
+        $knowledgeItem->update(['is_active' => $newStatus]);
+
+        if (!$newStatus && $knowledgeItem->qdrant_point_id) {
+            $this->ingestionService->deactivateKnowledgeItemInQdrant($knowledgeItem);
+            $this->auditService->knowledgeItemDeactivated($knowledgeItem);
+        } elseif ($newStatus) {
+            // Reactivate — update payload Qdrant
+            ReindexKnowledgeItemJob::dispatch($knowledgeItem->id);
+        }
+
+        $status = $newStatus ? 'diaktifkan' : 'dinyahaktifkan';
+
+        return back()->with('success', "Item '{$knowledgeItem->title}' telah {$status}.");
+    }
+
+    public function reindex(KnowledgeItem $knowledgeItem): RedirectResponse
+    {
+        ReindexKnowledgeItemJob::dispatch($knowledgeItem->id);
+
+        return back()->with('success', 'Re-embed telah dimulakan.');
+    }
+
+    public function destroy(KnowledgeItem $knowledgeItem): RedirectResponse
+    {
+        // Deactivate dalam Qdrant dulu
+        if ($knowledgeItem->qdrant_point_id) {
+            $this->ingestionService->deactivateKnowledgeItemInQdrant($knowledgeItem);
+        }
+
+        $knowledgeItem->delete(); // SoftDelete
+
+        return redirect()
+            ->route('admin.knowledge-items.index')
+            ->with('success', 'Knowledge item telah dipadam.');
+    }
+}

app/Http/Controllers/Chatbot/ChatController.php

@@ -0,0 +1,59 @@
+<?php
+
+namespace App\Http\Controllers\Chatbot;
+
+use App\Actions\Chatbot\AskQuestionAction;
+use App\Http\Controllers\Controller;
+use App\Http\Requests\Chatbot\AskQuestionRequest;
+use App\Models\Category;
+use Illuminate\Http\JsonResponse;
+use Illuminate\Http\Request;
+use Illuminate\View\View;
+use RuntimeException;
+
+class ChatController extends Controller
+{
+    public function __construct(
+        private readonly AskQuestionAction $askQuestionAction
+    ) {}
+
+    /**
+     * Paparan chatbot UI.
+     */
+    public function index(Request $request): View
+    {
+        $categories     = Category::active()->ordered()->get();
+        $selectedCatId  = $request->query('category_id');
+
+        return view('chatbot.index', compact('categories', 'selectedCatId'));
+    }
+
+    /**
+     * Endpoint untuk submit soalan.
+     * Return JSON — AJAX call dari chatbot UI.
+     */
+    public function ask(AskQuestionRequest $request): JsonResponse
+    {
+        try {
+            $result = $this->askQuestionAction->execute(
+                $request->question,
+                $request->category_id,
+                $request
+            );
+
+            return response()->json([
+                'success'       => true,
+                'answer'        => $result['answer'],
+                'has_answer'    => $result['has_answer'],
+                'sources'       => $result['sources'],
+                'session_token' => $result['session_token'],
+            ]);
+        } catch (RuntimeException $e) {
+            return response()->json([
+                'success' => false,
+                'message' => 'Perkhidmatan AI tidak tersedia pada masa ini. Sila cuba sebentar lagi.',
+                'error'   => config('app.debug') ? $e->getMessage() : null,
+            ], 503);
+        }
+    }
+}

app/Http/Controllers/Chatbot/FeedbackController.php

@@ -0,0 +1,53 @@
+<?php
+
+namespace App\Http\Controllers\Chatbot;
+
+use App\Http\Controllers\Controller;
+use App\Models\ChatFeedback;
+use App\Models\ChatLog;
+use Illuminate\Http\JsonResponse;
+use Illuminate\Http\Request;
+
+class FeedbackController extends Controller
+{
+    /**
+     * Simpan feedback untuk satu jawapan chatbot.
+     */
+    public function store(Request $request): JsonResponse
+    {
+        $validated = $request->validate([
+            'chat_log_id'    => ['required', 'integer', 'exists:chat_logs,id'],
+            'rating'         => ['required', 'in:helpful,not_helpful,partially_helpful'],
+            'comment'        => ['nullable', 'string', 'max:1000'],
+            'correct_answer' => ['nullable', 'string', 'max:5000'],
+        ]);
+
+        $chatLog = ChatLog::findOrFail($validated['chat_log_id']);
+
+        // Elak duplikasi feedback
+        if ($chatLog->feedback) {
+            return response()->json([
+                'success' => false,
+                'message' => 'Anda sudah memberikan feedback untuk soalan ini.',
+            ], 409);
+        }
+
+        $feedback = ChatFeedback::create([
+            'chat_log_id'    => $chatLog->id,
+            'user_id'        => auth()->id(),
+            'rating'         => $validated['rating'],
+            'comment'        => $validated['comment'] ?? null,
+            'correct_answer' => $validated['correct_answer'] ?? null,
+        ]);
+
+        // Flag untuk semakan admin jika jawapan tidak membantu
+        if ($validated['rating'] === ChatFeedback::RATING_NOT_HELPFUL) {
+            $chatLog->update(['is_flagged' => true]);
+        }
+
+        return response()->json([
+            'success' => true,
+            'message' => 'Terima kasih atas maklum balas anda.',
+        ]);
+    }
+}

app/Http/Controllers/Controller.php

@@ -0,0 +1,8 @@
+<?php
+
+namespace App\Http\Controllers;
+
+abstract class Controller
+{
+    //
+}