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add validation topic on send prompt if not relevan

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arifal
2025-04-10 01:59:57 +07:00
parent 48293386c7
commit 7737fee30f
2 changed files with 33 additions and 8 deletions
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14
app/Http/Controllers/Api/ChatbotController.php
View File

@@ -34,7 +34,7 @@ class ChatbotController extends Controller
};
$chatHistory = $request->input('chatHistory');
// Log::info('Chat history sebelum disimpan:', ['history' => $chatHistory]);
Log::info('Chat history sebelum disimpan:', ['history' => $chatHistory]);
if ($main_content === "UNKNOWN") {
return response()->json(['response' => 'Invalid tab_active value.'], 400);
@@ -43,15 +43,16 @@ class ChatbotController extends Controller
// info($main_content);
$queryResponse = $this->openAIService->generateQueryBasedMainContent($request->input('prompt'), $main_content, $chatHistory);
$firstValidation = $this->openAIService->validateSyntaxQuery($queryResponse);
$secondValidation = $this->openAIService->validateSyntaxQuery($queryResponse);
if (str_contains($queryResponse, 'tidak relevan') || str_contains($queryResponse, 'tidak valid') || str_starts_with($queryResponse, 'Prompt')) {
return response()->json(['response' => $queryResponse], 400);
}
$formattedResultQuery = "[]";
$queryResponse = str_replace(['```sql', '```'], '', $queryResponse);
$resultQuery = DB::select($queryResponse);
$formattedResultQuery = json_encode($resultQuery, JSON_PRETTY_PRINT);
// info($formattedResultQuery);
info($formattedResultQuery);
$nlpResult = $this->openAIService->generateNLPFromQuery($request->input('prompt'), $formattedResultQuery);
$finalGeneratedText =$this->openAIService->generateFinalText($nlpResult);
@@ -92,9 +93,6 @@ class ChatbotController extends Controller
$queryResponse = $this->openAIService->createMainQuery($classifyResponse, $request->input('prompt'), $chatHistory);
info($queryResponse);
$firstValidation = $this->openAIService->validateSyntaxQuery($queryResponse);
$secondValidation = $this->openAIService->validateSyntaxQuery($queryResponse);
$formattedResultQuery = "[]";
$queryResponse = str_replace(['```sql', '```'], '', $queryResponse);

27
app/Services/OpenAIService.php
View File

@@ -27,6 +27,11 @@ class OpenAIService
return "Template prompt tidak ditemukan.";
}
$validationResponse = $this->validatePromptTopic($prompt);
if ($validationResponse !== 'VALID') {
return "Prompt yang Anda masukkan tidak relevan dengan data PUPR/SIMBG/DPUTR atau pekerjaan sejenis.";
}
// Ambil template berdasarkan kategori
$promptTemplate = $jsonData[$mainContent]['prompt'];
@@ -273,4 +278,26 @@ class OpenAIService
// return trim($response['choices'][0]['message']['content'] ?? 'No response');
// }
public function validatePromptTopic($prompt)
{
$messages = [
[
'role' => 'system',
'content' => "You are a classification expert. Determine if the user's request is related to the Indonesian Ministry of Public Works and Public Housing (PUPR), DPUTR, SIMBG, or construction-related tasks managed by these institutions.
Only respond with:
- VALID → if it's relevant to those topics
- INVALID → if not related at all"
],
['role' => 'user', 'content' => $prompt],
];
$response = $this->client->chat()->create([
'model' => 'gpt-4o-mini',
'messages' => $messages,
]);
return trim($response['choices'][0]['message']['content'] ?? 'INVALID');
}
}