1
|
|
|
<?php |
2
|
|
|
|
3
|
|
|
declare(strict_types=1); |
4
|
|
|
|
5
|
|
|
/* For licensing terms, see /license.txt */ |
6
|
|
|
|
7
|
|
|
namespace Chamilo\CoreBundle\AiProvider; |
8
|
|
|
|
9
|
|
|
use Chamilo\CoreBundle\Entity\AiRequests; |
10
|
|
|
use Chamilo\CoreBundle\Repository\AiRequestsRepository; |
11
|
|
|
use Chamilo\CoreBundle\Settings\SettingsManager; |
12
|
|
|
use Exception; |
13
|
|
|
use RuntimeException; |
14
|
|
|
use Symfony\Bundle\SecurityBundle\Security; |
15
|
|
|
use Symfony\Component\Security\Core\User\UserInterface; |
16
|
|
|
use Symfony\Contracts\HttpClient\HttpClientInterface; |
17
|
|
|
|
18
|
|
|
class DeepSeekAiProvider implements AiProviderInterface |
19
|
|
|
{ |
20
|
|
|
private string $apiUrl; |
21
|
|
|
private string $apiKey; |
22
|
|
|
private string $model; |
23
|
|
|
private float $temperature; |
24
|
|
|
private string $organizationId; |
25
|
|
|
private int $monthlyTokenLimit; |
26
|
|
|
private HttpClientInterface $httpClient; |
27
|
|
|
private AiRequestsRepository $aiRequestsRepository; |
28
|
|
|
private Security $security; |
29
|
|
|
|
30
|
|
|
public function __construct( |
31
|
|
|
HttpClientInterface $httpClient, |
32
|
|
|
SettingsManager $settingsManager, |
33
|
|
|
AiRequestsRepository $aiRequestsRepository, |
34
|
|
|
Security $security |
35
|
|
|
) { |
36
|
|
|
$this->httpClient = $httpClient; |
37
|
|
|
$this->aiRequestsRepository = $aiRequestsRepository; |
38
|
|
|
$this->security = $security; |
39
|
|
|
|
40
|
|
|
// Get AI providers from settings |
41
|
|
|
$configJson = $settingsManager->getSetting('ai_helpers.ai_providers', true); |
42
|
|
|
$config = json_decode($configJson, true) ?? []; |
43
|
|
|
|
44
|
|
|
if (!isset($config['deepseek'])) { |
45
|
|
|
throw new RuntimeException('DeepSeek configuration is missing.'); |
46
|
|
|
} |
47
|
|
|
|
48
|
|
|
$this->apiUrl = $config['deepseek']['url'] ?? 'https://api.deepseek.com/chat/completions'; |
49
|
|
|
$this->apiKey = $config['deepseek']['api_key'] ?? ''; |
50
|
|
|
$this->model = $config['deepseek']['model'] ?? 'deepseek-chat'; |
51
|
|
|
$this->temperature = $config['deepseek']['temperature'] ?? 0.7; |
52
|
|
|
$this->organizationId = $config['deepseek']['organization_id'] ?? ''; |
53
|
|
|
$this->monthlyTokenLimit = $config['deepseek']['monthly_token_limit'] ?? 1000; |
54
|
|
|
|
55
|
|
|
if (empty($this->apiKey)) { |
56
|
|
|
throw new RuntimeException('DeepSeek API key is missing.'); |
57
|
|
|
} |
58
|
|
|
} |
59
|
|
|
|
60
|
|
|
public function generateQuestions(string $topic, int $numQuestions, string $questionType, string $language): ?string |
61
|
|
|
{ |
62
|
|
|
$prompt = \sprintf( |
63
|
|
|
'Generate %d "%s" questions in Aiken format in the %s language about "%s". |
64
|
|
|
Ensure each question follows this format: |
65
|
|
|
|
66
|
|
|
1. The question text. |
67
|
|
|
A. Option A |
68
|
|
|
B. Option B |
69
|
|
|
C. Option C |
70
|
|
|
D. Option D |
71
|
|
|
ANSWER: (Correct answer letter) |
72
|
|
|
|
73
|
|
|
The output should be plain text without additional symbols or markdown.', |
74
|
|
|
$numQuestions, |
75
|
|
|
$questionType, |
76
|
|
|
$language, |
77
|
|
|
$topic |
78
|
|
|
); |
79
|
|
|
|
80
|
|
|
return $this->requestDeepSeekAI($prompt, 'quiz'); |
81
|
|
|
} |
82
|
|
|
|
83
|
|
|
public function generateLearnPath(string $topic, int $chaptersCount, string $language, int $wordsCount, bool $addTests, int $numQuestions): ?array |
84
|
|
|
{ |
85
|
|
|
// Step 1: Generate the Table of Contents |
86
|
|
|
$tableOfContentsPrompt = \sprintf( |
87
|
|
|
'Generate a structured table of contents for a course in "%s" with %d chapters on "%s". |
88
|
|
|
Return a numbered list, each chapter on a new line. No conclusion.', |
89
|
|
|
$language, |
90
|
|
|
$chaptersCount, |
91
|
|
|
$topic |
92
|
|
|
); |
93
|
|
|
|
94
|
|
|
$lpStructure = $this->requestDeepSeekAI($tableOfContentsPrompt, 'learnpath'); |
95
|
|
|
if (!$lpStructure) { |
96
|
|
|
return ['success' => false, 'message' => 'Failed to generate course structure.']; |
97
|
|
|
} |
98
|
|
|
|
99
|
|
|
// Step 2: Generate content for each chapter |
100
|
|
|
$lpItems = []; |
101
|
|
|
$chapters = explode("\n", trim($lpStructure)); |
102
|
|
|
foreach ($chapters as $index => $chapterTitle) { |
103
|
|
|
$chapterTitle = trim($chapterTitle); |
104
|
|
|
if (empty($chapterTitle)) { |
105
|
|
|
continue; |
106
|
|
|
} |
107
|
|
|
|
108
|
|
|
$chapterPrompt = \sprintf( |
109
|
|
|
'Create a learning chapter in HTML for "%s" in "%s" with %d words. |
110
|
|
|
Title: "%s". Assume the reader already knows the context.', |
111
|
|
|
$topic, |
112
|
|
|
$language, |
113
|
|
|
$wordsCount, |
114
|
|
|
$chapterTitle |
115
|
|
|
); |
116
|
|
|
|
117
|
|
|
$chapterContent = $this->requestDeepSeekAI($chapterPrompt, 'learnpath'); |
118
|
|
|
if (!$chapterContent) { |
119
|
|
|
continue; |
120
|
|
|
} |
121
|
|
|
|
122
|
|
|
$lpItems[] = [ |
123
|
|
|
'title' => $chapterTitle, |
124
|
|
|
'content' => "<html><head><title>{$chapterTitle}</title></head><body>{$chapterContent}</body></html>", |
125
|
|
|
]; |
126
|
|
|
} |
127
|
|
|
|
128
|
|
|
// Step 3: Generate quizzes if enabled |
129
|
|
|
$quizItems = []; |
130
|
|
|
if ($addTests) { |
131
|
|
|
foreach ($lpItems as &$chapter) { |
132
|
|
|
$quizPrompt = \sprintf( |
133
|
|
|
'Generate %d multiple-choice questions in Aiken format in %s about "%s". |
134
|
|
|
Ensure each question follows this format: |
135
|
|
|
|
136
|
|
|
1. The question text. |
137
|
|
|
A. Option A |
138
|
|
|
B. Option B |
139
|
|
|
C. Option C |
140
|
|
|
D. Option D |
141
|
|
|
ANSWER: (Correct answer letter) |
142
|
|
|
|
143
|
|
|
Each question must have exactly 4 options and one answer line. |
144
|
|
|
Return only valid questions without extra text.', |
145
|
|
|
$numQuestions, |
146
|
|
|
$language, |
147
|
|
|
$chapter['title'] |
148
|
|
|
); |
149
|
|
|
|
150
|
|
|
$quizContent = $this->requestDeepSeekAI($quizPrompt, 'learnpath'); |
151
|
|
|
|
152
|
|
|
if ($quizContent) { |
153
|
|
|
$validQuestions = $this->filterValidAikenQuestions($quizContent); |
154
|
|
|
|
155
|
|
|
if (!empty($validQuestions)) { |
156
|
|
|
$quizItems[] = [ |
157
|
|
|
'title' => 'Quiz: '.$chapter['title'], |
158
|
|
|
'content' => implode("\n\n", $validQuestions), |
159
|
|
|
]; |
160
|
|
|
} |
161
|
|
|
} |
162
|
|
|
} |
163
|
|
|
} |
164
|
|
|
|
165
|
|
|
return [ |
166
|
|
|
'success' => true, |
167
|
|
|
'topic' => $topic, |
168
|
|
|
'lp_items' => $lpItems, |
169
|
|
|
'quiz_items' => $quizItems, |
170
|
|
|
]; |
171
|
|
|
} |
172
|
|
|
|
173
|
|
|
private function filterValidAikenQuestions(string $quizContent): array |
174
|
|
|
{ |
175
|
|
|
$questions = preg_split('/\n{2,}/', trim($quizContent)); |
176
|
|
|
|
177
|
|
|
$validQuestions = []; |
178
|
|
|
foreach ($questions as $questionBlock) { |
179
|
|
|
$lines = explode("\n", trim($questionBlock)); |
180
|
|
|
|
181
|
|
|
if (\count($lines) < 6) { |
182
|
|
|
continue; |
183
|
|
|
} |
184
|
|
|
|
185
|
|
|
$options = \array_slice($lines, 1, 4); |
186
|
|
|
$validOptions = array_filter($options, fn ($line) => preg_match('/^[A-D]\. .+/', $line)); |
187
|
|
|
|
188
|
|
|
$answerLine = end($lines); |
189
|
|
|
if (4 === \count($validOptions) && preg_match('/^ANSWER: [A-D]$/', $answerLine)) { |
190
|
|
|
$validQuestions[] = implode("\n", $lines); |
191
|
|
|
} |
192
|
|
|
} |
193
|
|
|
|
194
|
|
|
return $validQuestions; |
195
|
|
|
} |
196
|
|
|
|
197
|
|
|
private function requestDeepSeekAI(string $prompt, string $toolName): ?string |
198
|
|
|
{ |
199
|
|
|
$userId = $this->getUserId(); |
200
|
|
|
if (!$userId) { |
|
|
|
|
201
|
|
|
throw new RuntimeException('User not authenticated.'); |
202
|
|
|
} |
203
|
|
|
|
204
|
|
|
$payload = [ |
205
|
|
|
'model' => $this->model, |
206
|
|
|
'messages' => [ |
207
|
|
|
['role' => 'system', 'content' => 'You are a helpful AI assistant that generates structured educational content.'], |
208
|
|
|
['role' => 'user', 'content' => $prompt], |
209
|
|
|
], |
210
|
|
|
'temperature' => $this->temperature, |
211
|
|
|
'max_tokens' => 300, |
212
|
|
|
]; |
213
|
|
|
|
214
|
|
|
try { |
215
|
|
|
$response = $this->httpClient->request('POST', $this->apiUrl, [ |
216
|
|
|
'headers' => [ |
217
|
|
|
'Authorization' => 'Bearer '.$this->apiKey, |
218
|
|
|
'Content-Type' => 'application/json', |
219
|
|
|
], |
220
|
|
|
'json' => $payload, |
221
|
|
|
]); |
222
|
|
|
|
223
|
|
|
$statusCode = $response->getStatusCode(); |
224
|
|
|
$data = $response->toArray(); |
225
|
|
|
|
226
|
|
|
if (200 === $statusCode && isset($data['choices'][0]['message']['content'])) { |
227
|
|
|
$generatedContent = $data['choices'][0]['message']['content']; |
228
|
|
|
|
229
|
|
|
$aiRequest = new AiRequests(); |
230
|
|
|
$aiRequest->setUserId($userId) |
231
|
|
|
->setToolName($toolName) |
232
|
|
|
->setRequestText($prompt) |
233
|
|
|
->setPromptTokens($data['usage']['prompt_tokens'] ?? 0) |
234
|
|
|
->setCompletionTokens($data['usage']['completion_tokens'] ?? 0) |
235
|
|
|
->setTotalTokens($data['usage']['total_tokens'] ?? 0) |
236
|
|
|
->setAiProvider('deepseek') |
237
|
|
|
; |
238
|
|
|
|
239
|
|
|
$this->aiRequestsRepository->save($aiRequest); |
240
|
|
|
|
241
|
|
|
return $generatedContent; |
242
|
|
|
} |
243
|
|
|
|
244
|
|
|
return null; |
245
|
|
|
} catch (Exception $e) { |
246
|
|
|
error_log('ERROR - DeepSeek Request failed: '.$e->getMessage()); |
247
|
|
|
|
248
|
|
|
return null; |
249
|
|
|
} |
250
|
|
|
} |
251
|
|
|
|
252
|
|
|
private function getUserId(): ?int |
253
|
|
|
{ |
254
|
|
|
$user = $this->security->getUser(); |
255
|
|
|
|
256
|
|
|
return $user instanceof UserInterface ? $user->getId() : null; |
257
|
|
|
} |
258
|
|
|
} |
259
|
|
|
|
In PHP, under loose comparison (like
==
, or!=
, orswitch
conditions), values of different types might be equal.For
integer
values, zero is a special case, in particular the following results might be unexpected: