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feature: chatbot pimpinan

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@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
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@@ -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);
// 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 = "[]";
return response()->json(['response' => $response]);
if($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());