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fix: inserting chat history into the answer generation process

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This commit is contained in:
@jamaludinarifrohman6661
2025-03-06 11:06:45 +07:00
parent 15210a56ee
commit 3f5d0eb1cd
5 changed files with 198 additions and 150 deletions
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74
app/Http/Controllers/Api/ChatbotController.php
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@@ -7,6 +7,7 @@ use App\Services\OpenAIService;
use App\Http\Controllers\Controller;
use Illuminate\Http\Response;
use Illuminate\Support\Facades\DB;
use Illuminate\Support\Facades\Log;
class ChatbotController extends Controller
{
@@ -19,7 +20,6 @@ class ChatbotController extends Controller
public function generateText(Request $request)
{
info($request);
$request->validate([
'tab_active' => 'required|string',
'prompt' => 'required|string',
@@ -33,47 +33,29 @@ class ChatbotController extends Controller
default => "UNKNOWN",
};
$chatHistory = $request->input('chatHistory');
// Log::info('Chat history sebelum disimpan:', ['history' => $chatHistory]);
if ($main_content === "UNKNOWN") {
return response()->json(['response' => 'Invalid tab_active value.'], 400);
}
info($main_content);
// info($main_content);
// Klasifikasi apakah pertanyaan butuh database atau bisa dijawab langsung
$classifyResponse = $this->openAIService->generateClassifyMainContent($request->input('prompt'), $main_content);
$queryResponse = $this->openAIService->generateQueryBasedMainContent($request->input('prompt'), $main_content, $chatHistory);
$firstValidation = $this->openAIService->validateSyntaxQuery($queryResponse);
$secondValidation = $this->openAIService->validateSyntaxQuery($queryResponse);
if ($classifyResponse === "DATABASE") {
$queryResponse = $this->openAIService->generateQueryBasedMainContent($request->input('prompt'), $main_content);
if (is_array($queryResponse)) {
info('Query Response is an array: ', $queryResponse);
} else {
info('Query Response is a string: ' . $queryResponse);
}
// Validasi query dua kali sebelum eksekusi
if (
$this->openAIService->validateSyntaxQuery($queryResponse) === "VALID" &&
$this->openAIService->validateSyntaxQuery($queryResponse) === "VALID"
) {
info($queryResponse);
$queryResponse = str_replace(['```sql', '```'], '', $queryResponse);
$resultQuery = DB::select($queryResponse);
$formattedResultQuery = json_encode($resultQuery, JSON_PRETTY_PRINT);
$nlpResult = $this->openAIService->generateNLPFromQuery($request->input('prompt'), $formattedResultQuery);
$finalGeneratedText =$this->openAIService->generateFinalText($nlpResult);
return response()->json(['response' => $finalGeneratedText]);
}
return response()->json(['response' => ''], 400);
}
if ($classifyResponse === "GENERAL") {
$nlpResult = $this->openAIService->generateGeneralText($request->input('prompt'), $main_content);
$finalGeneratedText =$this->openAIService->generateFinalText($nlpResult);
return response()->json(['response' => $finalGeneratedText]);
}
return response()->json(['response' => ''], 500);
$formattedResultQuery = "[]";
$queryResponse = str_replace(['```sql', '```'], '', $queryResponse);
$resultQuery = DB::select($queryResponse);
$formattedResultQuery = json_encode($resultQuery, JSON_PRETTY_PRINT);
// info($formattedResultQuery);
$nlpResult = $this->openAIService->generateNLPFromQuery($request->input('prompt'), $formattedResultQuery);
$finalGeneratedText =$this->openAIService->generateFinalText($nlpResult);
return response()->json(['response' => $finalGeneratedText, 'nlpResponse' => $queryResponse]);
}
public function mainGenerateText(Request $request)
@@ -104,7 +86,10 @@ class ChatbotController extends Controller
], 400);
}
$queryResponse = $this->openAIService->createMainQuery($classifyResponse, $request->input('prompt'));
$chatHistory = $request->input('chatHistory');
Log::info('Chat history sebelum disimpan:', ['history' => $chatHistory]);
$queryResponse = $this->openAIService->createMainQuery($classifyResponse, $request->input('prompt'), $chatHistory);
info($queryResponse);
$firstValidation = $this->openAIService->validateSyntaxQuery($queryResponse);
@@ -112,18 +97,15 @@ class ChatbotController extends Controller
$formattedResultQuery = "[]";
if($firstValidation === "VALID" && $secondValidation === "VALID")
{
$queryResponse = str_replace(['```sql', '```'], '', $queryResponse);
$queryResult = DB::select($queryResponse);
info($queryResult);
$formattedResultQuery = json_encode($queryResult, JSON_PRETTY_PRINT);
info($formattedResultQuery);
}
$queryResponse = str_replace(['```sql', '```'], '', $queryResponse);
$queryResult = DB::select($queryResponse);
$formattedResultQuery = json_encode($queryResult, JSON_PRETTY_PRINT);
$nlpResult = $this->openAIService->generateNLPFromQuery($request->input('prompt'), $formattedResultQuery);
$finalGeneratedText =$this->openAIService->generateFinalText($nlpResult);
return response()->json(['response' => $finalGeneratedText]);
return response()->json(['response' => $finalGeneratedText, 'nlpResponse' => $queryResponse]);
} catch (\Exception $e) {
// Tangani error dan log exception
\Log::error("Error generating text: " . $e->getMessage());