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feature: chatbot pimpinan

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This commit is contained in:
@jamaludinarifrohman6661
2025-03-04 17:31:40 +07:00
parent 572b86299c
commit 15210a56ee
7 changed files with 356 additions and 266 deletions
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37
app/Http/Controllers/Api/ChatbotController.php
View File

@@ -88,9 +88,42 @@ class ChatbotController extends Controller
try {
// Panggil service untuk generate text
$response = $this->openAIService->mainGenerateText($request->input('prompt'));
$classifyResponse = $this->openAIService->classifyMainGenerateText($request->input('prompt'));
info($classifyResponse);
return response()->json(['response' => $response]);
// Pastikan hasil klasifikasi valid sebelum melanjutkan
$validCategories = [
'reklame', 'business_or_industries', 'customers',
'pbg', 'retribusi', 'spatial_plannings',
'tourisms', 'umkms'
];
if (!in_array($classifyResponse, $validCategories)) {
return response()->json([
'error' => ''
], 400);
}
$queryResponse = $this->openAIService->createMainQuery($classifyResponse, $request->input('prompt'));
info($queryResponse);
$firstValidation = $this->openAIService->validateSyntaxQuery($queryResponse);
$secondValidation = $this->openAIService->validateSyntaxQuery($queryResponse);
$formattedResultQuery = "[]";
if($firstValidation === "VALID" && $secondValidation === "VALID")
{
$queryResponse = str_replace(['```sql', '```'], '', $queryResponse);
$queryResult = DB::select($queryResponse);
info($queryResult);
$formattedResultQuery = json_encode($queryResult, JSON_PRETTY_PRINT);
info($formattedResultQuery);
}
$nlpResult = $this->openAIService->generateNLPFromQuery($request->input('prompt'), $formattedResultQuery);
$finalGeneratedText =$this->openAIService->generateFinalText($nlpResult);
return response()->json(['response' => $finalGeneratedText]);
} catch (\Exception $e) {
// Tangani error dan log exception
\Log::error("Error generating text: " . $e->getMessage());

66
app/Services/OpenAIService.php
View File

@@ -154,6 +154,72 @@ class OpenAIService
return trim($response['choices'][0]['message']['content'] ?? 'No response');
}
public function classifyMainGenerateText($prompt) {
$response = $this->client->chat()->create([
'model' => 'gpt-4o-mini',
'messages' => [
[
'role' => 'system',
'content' => "You are an assistant that classifies text into one of the following categories:
- reklame (ads or product/service promotions)
- business_or_industries (business or industries in general)
- customers (customers, consumers, or service users)
- pbg (tasks related to Building Approval)
- retribusi (retributions related to PBG)
- spatial_plannings (spatial planning)
- tourisms (tourism and tourist destinations)
- umkms (Micro, Small, and Medium Enterprises)
Respond with only one of the categories above without any additional explanation."
],
[
'role' => 'user',
'content' => "Classify the following text:\n\n" . $prompt
],
],
]);
return trim($response['choices'][0]['message']['content'] ?? 'No response');
}
public function createMainQuery($classify, $prompt)
{
// Load file JSON
$jsonPath = public_path('templates/table_config.json');
$jsonConfig = json_decode(file_get_contents($jsonPath), true);
// Pastikan kategori tersedia dalam konfigurasi
if (!isset($jsonConfig[$classify])) {
return "Error: Kategori tidak ditemukan dalam konfigurasi.";
}
// Ambil nama tabel dan kolom
$tableName = $jsonConfig[$classify]['table_name'];
$columns = implode(', ', $jsonConfig[$classify]['list_column']);
$response = $this->client->chat()->create([
'model' => 'gpt-4o-mini',
'messages' => [
[
'role' => 'system',
'content' => "You are an AI assistant that generates only valid MariaDB queries based on user requests.
Use the following table information to construct the SQL query:
- Table Name: $tableName
- Available Columns: $columns
Generate only the SQL query without any explanation or additional text."
],
[
'role' => 'user',
'content' => $prompt
],
],
]);
return trim($response['choices'][0]['message']['content'] ?? 'No response');
}
public function mainGenerateText($prompt) {
$response = $this->client->chat()->create([
'model' => 'gpt-4o-mini',

84
public/templates/table_config.json
View File

@@ -1,5 +1,7 @@
{
"v_advertisements": [
"reklame": {
"table_name": "v_advertisements",
"list_column": [
"no",
"business_name",
"npwpd",
@@ -16,8 +18,11 @@
"area",
"angle",
"contact"
],
"business_or_industries": [
]
},
"business_or_industries": {
"table_name": "business_or_industries",
"list_column": [
"nama_kecamatan",
"nama_kelurahan",
"nop",
@@ -32,8 +37,11 @@
"tahun_pajak",
"created_at",
"updated_at"
],
"customers": [
]
},
"customers": {
"table_name": "customers",
"list_column": [
"nomor_pelanggan",
"kota_pelayanan",
"nama",
@@ -42,8 +50,11 @@
"longitude",
"created_at",
"updated_at"
],
"pbg_task": [
]
},
"pbg": {
"table_name": "pbg_task",
"list_column": [
"uuid",
"name",
"owner_name",
@@ -62,8 +73,11 @@
"created_at",
"updated_at",
"task_created_at"
],
"v_pbg_task_retributions": [
]
},
"retribusi": {
"table_name": "v_pbg_task_with_retributions",
"list_column": [
"uuid",
"name",
"owner_name",
@@ -82,8 +96,11 @@
"updated_at",
"task_created_at",
"nilai_retribusi_bangunan"
],
"spatial_plannings": [
]
},
"spatial_plannings": {
"table_name": "spatial_plannings",
"list_column": [
"created_at",
"updated_at",
"name",
@@ -93,8 +110,11 @@
"location",
"number",
"date"
],
"v_tourisms": [
]
},
"tourisms": {
"table_name": "v_tourisms",
"list_column": [
"project_id",
"project_type_id",
"nib",
@@ -119,27 +139,31 @@
"land_area_in_m2",
"investment_amount",
"tki"
],
"v_umkms": [
]
},
"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"
]
}
}

95
resources/js/chatbot-pimpinan/index.js
View File

@@ -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;
}
}
}
@@ -37,53 +50,77 @@ 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

58
resources/js/chatbot/index.js
View File

@@ -87,64 +87,6 @@ document.addEventListener("DOMContentLoaded", function () {
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");
// Atur posisi berdasarkan sender (user -> end, bot -> start)

32
resources/views/chatbot-pimpinan/index.blade.php
View File

@@ -34,32 +34,40 @@
<!-- 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>
@endsection

20
resources/views/chatbot/index.blade.php
View File

@@ -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 -->