Merge remote-tracking branch 'origin/feature/chatbot-sidebar' into dev
This commit is contained in:
arifal
@@ -88,9 +88,42 @@ class ChatbotController extends Controller
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try {
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// Panggil service untuk generate text
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$response = $this->openAIService->mainGenerateText($request->input('prompt'));
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$classifyResponse = $this->openAIService->classifyMainGenerateText($request->input('prompt'));
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info($classifyResponse);
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// Pastikan hasil klasifikasi valid sebelum melanjutkan
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$validCategories = [
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'reklame', 'business_or_industries', 'customers',
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'pbg', 'retribusi', 'spatial_plannings',
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'tourisms', 'umkms'
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];
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if (!in_array($classifyResponse, $validCategories)) {
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return response()->json([
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'error' => ''
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], 400);
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}
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$queryResponse = $this->openAIService->createMainQuery($classifyResponse, $request->input('prompt'));
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info($queryResponse);
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$firstValidation = $this->openAIService->validateSyntaxQuery($queryResponse);
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$secondValidation = $this->openAIService->validateSyntaxQuery($queryResponse);
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$formattedResultQuery = "[]";
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return response()->json(['response' => $response]);
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if($firstValidation === "VALID" && $secondValidation === "VALID")
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{
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$queryResponse = str_replace(['```sql', '```'], '', $queryResponse);
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$queryResult = DB::select($queryResponse);
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info($queryResult);
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$formattedResultQuery = json_encode($queryResult, JSON_PRETTY_PRINT);
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info($formattedResultQuery);
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}
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$nlpResult = $this->openAIService->generateNLPFromQuery($request->input('prompt'), $formattedResultQuery);
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$finalGeneratedText =$this->openAIService->generateFinalText($nlpResult);
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return response()->json(['response' => $finalGeneratedText]);
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} catch (\Exception $e) {
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// Tangani error dan log exception
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\Log::error("Error generating text: " . $e->getMessage());
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@@ -153,6 +153,72 @@ class OpenAIService
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return trim($response['choices'][0]['message']['content'] ?? 'No response');
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}
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public function classifyMainGenerateText($prompt) {
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$response = $this->client->chat()->create([
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'model' => 'gpt-4o-mini',
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'messages' => [
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[
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'role' => 'system',
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'content' => "You are an assistant that classifies text into one of the following categories:
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- reklame (ads or product/service promotions)
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- business_or_industries (business or industries in general)
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- customers (customers, consumers, or service users)
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- pbg (tasks related to Building Approval)
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- retribusi (retributions related to PBG)
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- spatial_plannings (spatial planning)
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- tourisms (tourism and tourist destinations)
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- umkms (Micro, Small, and Medium Enterprises)
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Respond with only one of the categories above without any additional explanation."
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],
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[
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'role' => 'user',
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'content' => "Classify the following text:\n\n" . $prompt
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],
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],
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]);
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return trim($response['choices'][0]['message']['content'] ?? 'No response');
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}
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public function createMainQuery($classify, $prompt)
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{
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// Load file JSON
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$jsonPath = public_path('templates/table_config.json');
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$jsonConfig = json_decode(file_get_contents($jsonPath), true);
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// Pastikan kategori tersedia dalam konfigurasi
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if (!isset($jsonConfig[$classify])) {
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return "Error: Kategori tidak ditemukan dalam konfigurasi.";
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}
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// Ambil nama tabel dan kolom
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$tableName = $jsonConfig[$classify]['table_name'];
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$columns = implode(', ', $jsonConfig[$classify]['list_column']);
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$response = $this->client->chat()->create([
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'model' => 'gpt-4o-mini',
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'messages' => [
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[
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'role' => 'system',
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'content' => "You are an AI assistant that generates only valid MariaDB queries based on user requests.
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Use the following table information to construct the SQL query:
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- Table Name: $tableName
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- Available Columns: $columns
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Generate only the SQL query without any explanation or additional text."
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],
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[
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'role' => 'user',
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'content' => $prompt
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],
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],
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]);
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return trim($response['choices'][0]['message']['content'] ?? 'No response');
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}
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public function mainGenerateText($prompt) {
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$response = $this->client->chat()->create([
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@@ -1,145 +1,169 @@
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{
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"v_advertisements": [
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"no",
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"business_name",
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"npwpd",
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"advertisement_type",
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"advertisement_content",
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"business_address",
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"advertisement_location",
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"village_name",
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"district_name",
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"length",
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"width",
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"viewing_angle",
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"face",
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"area",
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"angle",
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"contact"
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],
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"business_or_industries": [
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"nama_kecamatan",
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"nama_kelurahan",
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"nop",
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"nama_wajib_pajak",
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"alamat_wajib_pajak",
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"alamat_objek_pajak",
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"luas_bumi",
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"luas_bangunan",
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"njop_bumi",
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"njop_bangunan",
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"ketetapan",
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"tahun_pajak",
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"created_at",
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"updated_at"
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],
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"customers": [
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"nomor_pelanggan",
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"kota_pelayanan",
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"nama",
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"alamat",
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"latitude",
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"longitude",
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"created_at",
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"updated_at"
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],
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"pbg_task": [
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"uuid",
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"name",
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"owner_name",
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"application_type",
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"application_type_name",
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"condition",
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"registration_number",
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"document_number",
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"address",
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"status_name",
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"slf_status_name",
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"function_type",
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"consultation_type",
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"due_date",
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"land_certificate_phase",
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"created_at",
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"updated_at",
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"task_created_at"
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],
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"v_pbg_task_retributions": [
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"uuid",
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"name",
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"owner_name",
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"application_type",
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"application_type_name",
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"condition",
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"registration_number",
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"document_number",
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"address",
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"status_name",
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"slf_status_name",
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"consultation_type",
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"due_date",
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"land_certificate_phase",
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"created_at",
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"updated_at",
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"task_created_at",
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"nilai_retribusi_bangunan"
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],
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"spatial_plannings": [
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"created_at",
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"updated_at",
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"name",
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"kbli",
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"activities",
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"area",
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"location",
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"number",
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"date"
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],
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"v_tourisms": [
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"project_id",
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"project_type_id",
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"nib",
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"business_name",
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"oss_publication_date",
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"investment_status_description",
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"business_form",
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"project_risk",
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"project_name",
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"business_scale",
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"business_address",
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"village_name",
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"district_name",
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"longitude",
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"latitude",
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"project_submission_date",
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"kbli_title",
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"supervisory_sector",
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"user_name",
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"email",
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"contact",
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"land_area_in_m2",
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"investment_amount",
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"tki"
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],
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"v_umkms": [
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"business_address",
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"business_contact",
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"business_desc",
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"business_form",
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"business_id_number",
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"",
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"",
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"",
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"",
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"",
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"",
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"",
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"",
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"",
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"",
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"",
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"",
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"",
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"",
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""
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]
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"reklame": {
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"table_name": "v_advertisements",
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"list_column": [
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"no",
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"business_name",
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"npwpd",
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"advertisement_type",
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"advertisement_content",
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"business_address",
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"advertisement_location",
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"village_name",
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"district_name",
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"length",
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"width",
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"viewing_angle",
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"face",
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"area",
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"angle",
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"contact"
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]
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},
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"business_or_industries": {
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"table_name": "business_or_industries",
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"list_column": [
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"nama_kecamatan",
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"nama_kelurahan",
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"nop",
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"nama_wajib_pajak",
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"alamat_wajib_pajak",
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"alamat_objek_pajak",
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"luas_bumi",
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"luas_bangunan",
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"njop_bumi",
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"njop_bangunan",
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"ketetapan",
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"tahun_pajak",
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"created_at",
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"updated_at"
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]
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},
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"customers": {
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"table_name": "customers",
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"list_column": [
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"nomor_pelanggan",
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"kota_pelayanan",
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"nama",
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"alamat",
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"latitude",
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"longitude",
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"created_at",
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"updated_at"
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]
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},
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"pbg": {
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"table_name": "pbg_task",
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"list_column": [
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"uuid",
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"name",
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"owner_name",
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"application_type",
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"application_type_name",
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"condition",
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"registration_number",
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"document_number",
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"address",
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"status_name",
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"slf_status_name",
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"function_type",
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"consultation_type",
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"due_date",
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"land_certificate_phase",
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"created_at",
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"updated_at",
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"task_created_at"
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]
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},
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"retribusi": {
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"table_name": "v_pbg_task_with_retributions",
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"list_column": [
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"uuid",
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"name",
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"owner_name",
|
||||
"application_type",
|
||||
"application_type_name",
|
||||
"condition",
|
||||
"registration_number",
|
||||
"document_number",
|
||||
"address",
|
||||
"status_name",
|
||||
"slf_status_name",
|
||||
"consultation_type",
|
||||
"due_date",
|
||||
"land_certificate_phase",
|
||||
"created_at",
|
||||
"updated_at",
|
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"task_created_at",
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"nilai_retribusi_bangunan"
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]
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},
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"spatial_plannings": {
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"table_name": "spatial_plannings",
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"list_column": [
|
||||
"created_at",
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"updated_at",
|
||||
"name",
|
||||
"kbli",
|
||||
"activities",
|
||||
"area",
|
||||
"location",
|
||||
"number",
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||||
"date"
|
||||
]
|
||||
},
|
||||
"tourisms": {
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||||
"table_name": "v_tourisms",
|
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"list_column": [
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"project_id",
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||||
"project_type_id",
|
||||
"nib",
|
||||
"business_name",
|
||||
"oss_publication_date",
|
||||
"investment_status_description",
|
||||
"business_form",
|
||||
"project_risk",
|
||||
"project_name",
|
||||
"business_scale",
|
||||
"business_address",
|
||||
"village_name",
|
||||
"district_name",
|
||||
"longitude",
|
||||
"latitude",
|
||||
"project_submission_date",
|
||||
"kbli_title",
|
||||
"supervisory_sector",
|
||||
"user_name",
|
||||
"email",
|
||||
"contact",
|
||||
"land_area_in_m2",
|
||||
"investment_amount",
|
||||
"tki"
|
||||
]
|
||||
},
|
||||
"umkms": {
|
||||
"table_name": "v_umkms",
|
||||
"list_column": [
|
||||
"business_address",
|
||||
"business_contact",
|
||||
"business_desc",
|
||||
"business_form",
|
||||
"business_id_number",
|
||||
"business_name",
|
||||
"business_scale",
|
||||
"business_type",
|
||||
"created_at",
|
||||
"district_name",
|
||||
"land_area",
|
||||
"number_of_employee",
|
||||
"owner_address",
|
||||
"owner_contact",
|
||||
"owner_id",
|
||||
"owner_name",
|
||||
"permit_status",
|
||||
"revenue",
|
||||
"updated_at",
|
||||
"village_name"
|
||||
]
|
||||
}
|
||||
}
|
||||
@@ -1,6 +1,12 @@
|
||||
import GlobalConfig from "../global-config.js";
|
||||
|
||||
document.addEventListener("DOMContentLoaded", function () {
|
||||
const timeElements = document.querySelectorAll(".sending-message-time p");
|
||||
|
||||
timeElements.forEach((element) => {
|
||||
element.textContent = getCurrentTime();
|
||||
});
|
||||
|
||||
const textarea = document.getElementById("user-message");
|
||||
const sendButton = document.getElementById("send");
|
||||
const conversationArea = document.querySelector(".row.flex-grow");
|
||||
@@ -16,13 +22,20 @@ document.addEventListener("DOMContentLoaded", function () {
|
||||
addMessage(userText, "user");
|
||||
|
||||
// Tambahkan pesan bot sementara dengan "Loading..."
|
||||
const botMessageElement = addMessage('<div class="loader w-auto"></div>', "bot");
|
||||
const botMessageElement = addMessage('<div class="bot-message-text">...</div>', "bot");
|
||||
|
||||
// Panggil API untuk mendapatkan response dari bot
|
||||
const messageTextContainer = botMessageElement.querySelector(".bot-message-text");
|
||||
if (messageTextContainer) {
|
||||
messageTextContainer.innerHTML = '<div class="loader ms-3"></div>';
|
||||
}
|
||||
|
||||
// Panggil API untuk mendapatkan respons dari bot
|
||||
const botResponse = await getBotResponse(userText);
|
||||
|
||||
// Perbarui pesan bot dengan respons yang sebenarnya
|
||||
botMessageElement.innerHTML = botResponse;;
|
||||
if (messageTextContainer) {
|
||||
messageTextContainer.innerHTML = botResponse;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@@ -37,54 +50,78 @@ document.addEventListener("DOMContentLoaded", function () {
|
||||
}
|
||||
});
|
||||
|
||||
function getCurrentTime() {
|
||||
const now = new Date();
|
||||
return now.getHours().toString().padStart(2, "0") + ":" + now.getMinutes().toString().padStart(2, "0");
|
||||
}
|
||||
|
||||
function addMessage(text, sender) {
|
||||
const messageRow = document.createElement("div");
|
||||
messageRow.classList.add("row", "flex-grow", "overflow-auto");
|
||||
// Atur posisi berdasarkan sender (user -> end, bot -> start)
|
||||
messageRow.classList.add("row", "flex-grow", "overflow-auto", sender === "user" ? "justify-content-end" : "justify-content-start");
|
||||
|
||||
const messageCol = document.createElement("div");
|
||||
messageCol.classList.add("w-auto", "d-inline-block"); // Menyesuaikan lebar konten
|
||||
messageCol.classList.add("col-9", "w-auto");
|
||||
|
||||
// Atur lebar maksimum berdasarkan sender
|
||||
messageCol.style.maxWidth = sender === "user" ? "50%" : "75%";
|
||||
|
||||
// Container untuk menyimpan nama dan bubble chat
|
||||
const messageWrapper = document.createElement("div");
|
||||
messageWrapper.classList.add("d-flex", "flex-column");
|
||||
|
||||
// Tambahkan Nama di luar bubble chat
|
||||
const messageName = document.createElement("p");
|
||||
messageName.classList.add("fw-bolder", sender === "user" ? "text-end" : "text-start", "mb-1");
|
||||
messageName.textContent = sender === "user" ? "You" : "Neng Bedas";
|
||||
|
||||
// Bubble Chat
|
||||
const messageContainer = document.createElement("div");
|
||||
messageContainer.classList.add("p-2", "rounded", "mb-2", "d-inline-block");
|
||||
if (sender === "user") {
|
||||
messageCol.classList.add("ms-auto", "max-w-50"); // Rata kanan, max 50% (setara col-6)
|
||||
messageContainer.classList.add("user-response", "bg-primary", "text-white");
|
||||
} else {
|
||||
messageCol.classList.add("max-w-75"); // Max 75% (setara col-9)
|
||||
messageContainer.classList.add("bot-response", "bg-light");
|
||||
}
|
||||
|
||||
// Tambahkan avatar hanya untuk bot
|
||||
const avatarSpan = document.createElement("span");
|
||||
avatarSpan.classList.add("d-flex", "align-items-center", "mb-1");
|
||||
const messageContent = document.createElement("div");
|
||||
messageContent.classList.add("bot-message-text", "mb-0", "text-start");
|
||||
messageContent.textContent = text;
|
||||
|
||||
// Waktu di dalam bubble chat
|
||||
const messageTime = document.createElement("div");
|
||||
messageTime.classList.add("sending-message-time", "text-end", "mt-1");
|
||||
messageTime.innerHTML = `<p class="small mb-0 ${sender === "user" ? "text-white text-start" : "text-muted"}">${getCurrentTime()}</p>`;
|
||||
|
||||
messageContainer.appendChild(messageContent);
|
||||
messageContainer.appendChild(messageTime);
|
||||
|
||||
// Jika pengirim adalah bot, tambahkan avatar
|
||||
if (sender !== "user") {
|
||||
const avatarContainer = document.createElement("div");
|
||||
avatarContainer.classList.add("col-auto", "pe-0");
|
||||
|
||||
const avatarImg = document.createElement("img");
|
||||
avatarImg.classList.add("rounded-circle");
|
||||
avatarImg.width = 32;
|
||||
avatarImg.width = 45;
|
||||
avatarImg.src = "/images/iconchatbot.jpeg";
|
||||
avatarImg.alt = "bot-avatar";
|
||||
|
||||
avatarSpan.appendChild(avatarImg);
|
||||
messageCol.appendChild(avatarSpan);
|
||||
avatarContainer.appendChild(avatarImg);
|
||||
messageRow.appendChild(avatarContainer);
|
||||
}
|
||||
|
||||
const messageDiv = document.createElement("div");
|
||||
messageDiv.classList.add("p-2", "rounded", "mb-2");
|
||||
|
||||
if (sender === "user") {
|
||||
messageDiv.classList.add("user-response", "bg-primary", "text-white");
|
||||
} else {
|
||||
messageDiv.classList.add("bot-response", "bg-light");
|
||||
}
|
||||
|
||||
// Menyisipkan konten HTML langsung (bisa berupa teks atau loader)
|
||||
messageDiv.innerHTML = text;
|
||||
messageCol.appendChild(messageDiv);
|
||||
// Masukkan nama dan bubble ke dalam wrapper
|
||||
messageWrapper.appendChild(messageName);
|
||||
messageWrapper.appendChild(messageContainer);
|
||||
messageCol.appendChild(messageWrapper);
|
||||
messageRow.appendChild(messageCol);
|
||||
|
||||
// Tambahkan ke area percakapan
|
||||
conversationArea.appendChild(messageRow);
|
||||
|
||||
// Scroll otomatis ke bawah
|
||||
conversationArea.scrollTop = conversationArea.scrollHeight;
|
||||
|
||||
return messageDiv; // Mengembalikan elemen agar bisa diperbarui nanti
|
||||
}
|
||||
return messageContainer;
|
||||
}
|
||||
|
||||
// Fungsi untuk memanggil API
|
||||
async function getBotResponse(userText) {
|
||||
|
||||
@@ -86,64 +86,6 @@ document.addEventListener("DOMContentLoaded", function () {
|
||||
const now = new Date();
|
||||
return now.getHours().toString().padStart(2, "0") + ":" + now.getMinutes().toString().padStart(2, "0");
|
||||
}
|
||||
|
||||
// function addMessage(text, sender) {
|
||||
// const messageRow = document.createElement("div");
|
||||
// // Atur posisi berdasarkan sender (user -> end, bot -> start)
|
||||
// messageRow.classList.add("row", "flex-grow", "overflow-auto", sender === "user" ? "justify-content-end" : "justify-content-start");
|
||||
|
||||
// const messageCol = document.createElement("div");
|
||||
// messageCol.classList.add("col-9", "w-auto");
|
||||
|
||||
// // Atur lebar maksimum berdasarkan sender
|
||||
// messageCol.style.maxWidth = sender === "user" ? "50%" : "75%";
|
||||
|
||||
// const messageContainer = document.createElement("div");
|
||||
// messageContainer.classList.add("p-2", "rounded", "mb-2", "d-flex", "align-items-center");
|
||||
|
||||
// if (sender === "user") {
|
||||
// messageContainer.classList.add("user-response", "bg-primary", "text-white", "ms-auto");
|
||||
// } else {
|
||||
// messageContainer.classList.add("bot-response", "bg-light");
|
||||
// }
|
||||
|
||||
// if (sender !== "user") {
|
||||
// const avatarSpan = document.createElement("span");
|
||||
// avatarSpan.classList.add("d-flex", "align-self-start", "mb-1");
|
||||
|
||||
// const avatarImg = document.createElement("img");
|
||||
// avatarImg.classList.add("rounded-circle");
|
||||
// avatarImg.width = 45;
|
||||
// avatarImg.src = "/images/iconchatbot.jpeg";
|
||||
// avatarImg.alt = "bot-avatar";
|
||||
|
||||
// avatarSpan.appendChild(avatarImg);
|
||||
// messageContainer.appendChild(avatarSpan);
|
||||
// }
|
||||
|
||||
// const messageContentWrapper = document.createElement("div");
|
||||
// messageContentWrapper.classList.add("d-flex", "flex-column", "ms-2");
|
||||
|
||||
// const messageContent = document.createElement("div");
|
||||
// messageContent.classList.add("row");
|
||||
// messageContent.innerHTML = `<p class="fw-bolder ${sender === "user" ? "text-start" : "text-start"} mb-1">${sender === "user" ? "You" : "Neng Bedas"}</p><div class="bot-message-text mb-0 text-start">${text}</div>`;
|
||||
|
||||
// const messageTime = document.createElement("div");
|
||||
// messageTime.classList.add("sending-message-time");
|
||||
// messageTime.innerHTML = `<p class="small mb-0 ${sender === "user" ? "text-end text-white" : "text-end text-muted"}">${getCurrentTime()}</p>`;
|
||||
|
||||
|
||||
// messageContentWrapper.appendChild(messageContent);
|
||||
// messageContentWrapper.appendChild(messageTime);
|
||||
// messageContainer.appendChild(messageContentWrapper);
|
||||
// messageCol.appendChild(messageContainer);
|
||||
// messageRow.appendChild(messageCol);
|
||||
|
||||
// conversationArea.appendChild(messageRow);
|
||||
// conversationArea.scrollTop = conversationArea.scrollHeight;
|
||||
|
||||
// return messageContainer;
|
||||
// }
|
||||
|
||||
function addMessage(text, sender) {
|
||||
const messageRow = document.createElement("div");
|
||||
|
||||
@@ -32,33 +32,41 @@
|
||||
<div class="card">
|
||||
<div class="card-body d-flex flex-column" style="height: 700px;">
|
||||
<!-- Conversation Area -->
|
||||
|
||||
|
||||
<!-- Bot Response -->
|
||||
<div class="row flex-grow overflow-auto">
|
||||
<div class="row flex-grow overflow-auto align-items-start">
|
||||
<!-- Avatar -->
|
||||
<div class="col-auto alignpe-0">
|
||||
<img class="rounded-circle" width="45" src="/images/iconchatbot.jpeg" alt="avatar-3">
|
||||
</div>
|
||||
|
||||
<!-- Nama dan Bubble Chat -->
|
||||
<div class="col-9 w-auto">
|
||||
<span class="d-flex align-items-center mb-1">
|
||||
<img class="rounded-circle" width="32" src="/images/iconchatbot.jpeg" alt="avatar-3">
|
||||
</span>
|
||||
<div class="bot-response p-2 bg-light rounded mb-2">
|
||||
<p>Halo! Ada yang bisa saya bantu?</p>
|
||||
<!-- Nama Bot -->
|
||||
<p class="fw-bolder mb-1">Neng Bedas</p>
|
||||
|
||||
<!-- Bubble Chat -->
|
||||
<div class="bot-response p-2 bg-light rounded mb-2 d-inline-block">
|
||||
<p class="mb-0">Halo! Ada yang bisa saya bantu?</p>
|
||||
|
||||
<!-- Waktu (Tetap di Dalam Bubble Chat) -->
|
||||
<div class="sending-message-time text-end mt-1">
|
||||
<p class="text-muted small mb-0">Now</p>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
|
||||
<!-- Input & Button (Selalu di Bawah) -->
|
||||
<div class="row mt-auto">
|
||||
<div class="col-xl-12 d-flex align-items-end gap-1">
|
||||
<textarea class="form-control" id="user-message"></textarea>
|
||||
<button id="send" class="btn btn-primary btn-lg rounded-pill">
|
||||
<button id="send" class="btn btn-primary btn-lg h-100 d-flex align-items-center">
|
||||
<i class='bx bx-send'></i>
|
||||
</button>
|
||||
</div>
|
||||
{{-- <div class="col-xl-2 d-flex justify-content-end">
|
||||
|
||||
</div> --}}
|
||||
</div>
|
||||
</div>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
|
||||
|
||||
@@ -55,26 +55,6 @@
|
||||
<div class="card-body d-flex flex-column" style="height: 700px;">
|
||||
<!-- Conversation Area -->
|
||||
|
||||
{{-- <!-- Bot Response -->
|
||||
<div class="row flex-grow overflow-auto">
|
||||
<div class="col-9 w-auto">
|
||||
<div class="bot-response p-2 bg-light rounded mb-2 d-flex align-items-center">
|
||||
<span class="d-flex align-items-center mb-1">
|
||||
<img class="rounded-circle" width="45" src="/images/iconchatbot.jpeg" alt="avatar-3">
|
||||
</span>
|
||||
<div class="d-flex flex-column ms-2">
|
||||
<div class="row">
|
||||
<p class="fw-bolder mb-1">Neng Bedas</p>
|
||||
<p class="mb-0">Halo! Ada yang bisa saya bantu?</p>
|
||||
</div>
|
||||
<div class="sending-message-time">
|
||||
<p class="text-muted small mb-0 text-end">Now</p>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div> --}}
|
||||
|
||||
<!-- Bot Response -->
|
||||
<div class="row flex-grow overflow-auto align-items-start">
|
||||
<!-- Avatar -->
|
||||
|
||||
Reference in New Issue
Block a user