Chamilo\CoreBundle\AiProvider\DeepSeekProvider

Complexity

Total Complexity

27

Size/Duplication

Total Lines	247
Duplicated Lines	0 %

Importance

Changes

0

7 Methods

Rating	Name	Duplication	Size	Complexity
A	requestDeepSeekAI()	0	52	5
A	gradeOpenAnswer()	0	3	1
B	generateLearnPath()	0	87	9
A	generateQuestions()	0	21	1
A	__construct()	0	30	4
A	filterValidAikenQuestions()	0	22	5
A	getUserId()	0	5	2

<?php

declare(strict_types=1);

/* For licensing terms, see /license.txt */

namespace Chamilo\CoreBundle\AiProvider;

use Chamilo\CoreBundle\Entity\AiRequests;
use Chamilo\CoreBundle\Repository\AiRequestsRepository;
use Chamilo\CoreBundle\Settings\SettingsManager;
use Exception;
use RuntimeException;
use Symfony\Bundle\SecurityBundle\Security;
use Symfony\Component\Security\Core\User\UserInterface;
use Symfony\Contracts\HttpClient\HttpClientInterface;

class DeepSeekProvider implements AiProviderInterface
{
    private string $apiUrl;
    private string $apiKey;
    private string $model;
    private float $temperature;
    private string $organizationId;
    private int $monthlyTokenLimit;
    private HttpClientInterface $httpClient;
    private AiRequestsRepository $aiRequestsRepository;
    private Security $security;

    public function __construct(
        HttpClientInterface $httpClient,
        SettingsManager $settingsManager,
        AiRequestsRepository $aiRequestsRepository,
        Security $security
    ) {
        $this->httpClient = $httpClient;
        $this->aiRequestsRepository = $aiRequestsRepository;
        $this->security = $security;

        // Get AI providers from settings
        $configJson = $settingsManager->getSetting('ai_helpers.ai_providers', true);
        $config = json_decode($configJson, true) ?? [];

        if (!isset($config['deepseek'])) {
            throw new RuntimeException('DeepSeek configuration is missing.');
        }
        if (!isset($config['deepseek']['text'])) {
            throw new RuntimeException('DeepSeek configuration for text processing is missing.');
        }

        $this->apiKey = $config['deepseek']['api_key'] ?? '';
        $this->organizationId = $config['deepseek']['organization_id'] ?? '';
        $this->monthlyTokenLimit = $config['deepseek']['monthly_token_limit'] ?? 1000;
        $this->apiUrl = $config['deepseek']['text']['url'] ?? 'https://api.deepseek.com/chat/completions';
        $this->model = $config['deepseek']['text']['model'] ?? 'deepseek-chat';
        $this->temperature = $config['deepseek']['text']['temperature'] ?? 0.7;

        if (empty($this->apiKey)) {
            throw new RuntimeException('DeepSeek API key is missing.');
        }
    }

    public function generateQuestions(string $topic, int $numQuestions, string $questionType, string $language): ?string
    {
        $prompt = \sprintf(
            'Generate %d "%s" questions in Aiken format in the %s language about "%s".
            Ensure each question follows this format:

            1. The question text.
            A. Option A
            B. Option B
            C. Option C
            D. Option D
            ANSWER: (Correct answer letter)

            The output should be plain text without additional symbols or markdown.',
            $numQuestions,
            $questionType,
            $language,
            $topic
        );

        return $this->requestDeepSeekAI($prompt, 'quiz');
    }

    public function generateLearnPath(string $topic, int $chaptersCount, string $language, int $wordsCount, bool $addTests, int $numQuestions): ?array
    {
        // Step 1: Generate the Table of Contents
        $tableOfContentsPrompt = \sprintf(
            'Generate a structured table of contents for a course in "%s" with %d chapters on "%s".
            Return a numbered list, each chapter on a new line. No conclusion.',
            $language,
            $chaptersCount,
            $topic
        );

        $lpStructure = $this->requestDeepSeekAI($tableOfContentsPrompt, 'learnpath');
        if (!$lpStructure) {
            return ['success' => false, 'message' => 'Failed to generate course structure.'];
        }

        // Step 2: Generate content for each chapter
        $lpItems = [];
        $chapters = explode("\n", trim($lpStructure));
        foreach ($chapters as $index => $chapterTitle) {
            $chapterTitle = trim($chapterTitle);
            if (empty($chapterTitle)) {
                continue;
            }

            $chapterPrompt = \sprintf(
                'Create a learning chapter in HTML for "%s" in "%s" with %d words.
                Title: "%s". Assume the reader already knows the context.',
                $topic,
                $language,
                $wordsCount,
                $chapterTitle
            );

            $chapterContent = $this->requestDeepSeekAI($chapterPrompt, 'learnpath');
            if (!$chapterContent) {
                continue;
            }

            $lpItems[] = [
                'title' => $chapterTitle,
                'content' => "<html><head><title>{$chapterTitle}</title></head><body>{$chapterContent}</body></html>",
            ];
        }

        // Step 3: Generate quizzes if enabled
        $quizItems = [];
        if ($addTests) {
            foreach ($lpItems as &$chapter) {
                $quizPrompt = \sprintf(
                    'Generate %d multiple-choice questions in Aiken format in %s about "%s".
        Ensure each question follows this format:

        1. The question text.
        A. Option A
        B. Option B
        C. Option C
        D. Option D
        ANSWER: (Correct answer letter)

        Each question must have exactly 4 options and one answer line.
        Return only valid questions without extra text.',
                    $numQuestions,
                    $language,
                    $chapter['title']
                );

                $quizContent = $this->requestDeepSeekAI($quizPrompt, 'learnpath');

                if ($quizContent) {
                    $validQuestions = $this->filterValidAikenQuestions($quizContent);

                    if (!empty($validQuestions)) {
                        $quizItems[] = [
                            'title' => 'Quiz: '.$chapter['title'],
                            'content' => implode("\n\n", $validQuestions),
                        ];
                    }
                }
            }
        }

        return [
            'success' => true,
            'topic' => $topic,
            'lp_items' => $lpItems,
            'quiz_items' => $quizItems,
        ];
    }

    private function filterValidAikenQuestions(string $quizContent): array
    {
        $questions = preg_split('/\n{2,}/', trim($quizContent));

        $validQuestions = [];
        foreach ($questions as $questionBlock) {
            $lines = explode("\n", trim($questionBlock));

            if (\count($lines) < 6) {
                continue;
            }

            $options = \array_slice($lines, 1, 4);
            $validOptions = array_filter($options, fn ($line) => preg_match('/^[A-D]\. .+/', $line));

            $answerLine = end($lines);
            if (4 === \count($validOptions) && preg_match('/^ANSWER: [A-D]$/', $answerLine)) {
                $validQuestions[] = implode("\n", $lines);
            }
        }

        return $validQuestions;
    }

    private function requestDeepSeekAI(string $prompt, string $toolName): ?string
    {
        $userId = $this->getUserId();
        if (!$userId) {

The expression $userId of type integer|null is loosely compared to false; this is ambiguous if the integer can be 0. You might want to explicitly use === null instead.

            throw new RuntimeException('User not authenticated.');
        }

        $payload = [
            'model' => $this->model,
            'messages' => [
                ['role' => 'system', 'content' => 'You are a helpful AI assistant that generates structured educational content.'],
                ['role' => 'user', 'content' => $prompt],
            ],
            'temperature' => $this->temperature,
            'max_tokens' => 300,
        ];

        try {
            $response = $this->httpClient->request('POST', $this->apiUrl, [
                'headers' => [
                    'Authorization' => 'Bearer '.$this->apiKey,
                    'Content-Type' => 'application/json',
                ],
                'json' => $payload,
            ]);

            $statusCode = $response->getStatusCode();
            $data = $response->toArray();

            if (200 === $statusCode && isset($data['choices'][0]['message']['content'])) {
                $generatedContent = $data['choices'][0]['message']['content'];

                $aiRequest = new AiRequests();
                $aiRequest->setUserId($userId)
                    ->setToolName($toolName)
                    ->setRequestText($prompt)
                    ->setPromptTokens($data['usage']['prompt_tokens'] ?? 0)
                    ->setCompletionTokens($data['usage']['completion_tokens'] ?? 0)
                    ->setTotalTokens($data['usage']['total_tokens'] ?? 0)
                    ->setAiProvider('deepseek')
                ;

                $this->aiRequestsRepository->save($aiRequest);

                return $generatedContent;
            }

            return null;
        } catch (Exception $e) {
            error_log('[AI][DeepSeek] Exception: '.$e->getMessage());

            return null;
        }
    }

    public function gradeOpenAnswer(string $prompt, string $toolName): ?string
    {
        return $this->requestDeepSeekAI($prompt, $toolName);
    }

    private function getUserId(): ?int
    {
        $user = $this->security->getUser();

        return $user instanceof UserInterface ? $user->getId() : null;
    }
}