I am working on a model to generate responses for the selected AImodels and send them to views at the end simultaneously as you can see in my process method below.
<?php
namespace AppControllers;
use AppModelsExamModel;
use AppModelsVendorModel;
use AppModelsExamTopicModel;
use AppModelsCertificationModel;
use AppModelsAIResponseModel;
use ReactPromisePromise;
class OptionController extends BaseController
{
public function index()
{
// Display the form view
return view('options_form');
}
public function process()
{
$db = ConfigDatabase::connect();
$examModel = new ExamModel();
$examTopicModel = new ExamTopicModel();
$certificationModel = new CertificationModel();
$vendorModel = new VendorModel();
$responseModel = new AIResponseModel();
// Get form inputs
$exam_codes_raw = $this->request->getPost('examCodes'); // The raw input string of exam codes
$aiModels = $this->request->getPost('aiModel'); // Array of selected AI models
$prompt_template = $this->request->getPost('prompt'); // User-provided prompt
$project_name = $this->request->getPost('projectName'); // User-provided project name
// Ensure $exam_codes_raw is treated as a string
if (is_array($exam_codes_raw)) {
$exam_codes_raw = implode("n", $exam_codes_raw); // Convert array to string
}
// Split the raw exam codes string into an array
$exam_codes = preg_split('/[rn,]+/', trim($exam_codes_raw));
$responses = [];
$insertedId = null; // Initialize variable to avoid "undefined variable" errors
// Determine if headings should be applied based on keywords in the prompt template
$keywords = ['information', 'info', 'article', 'articles', 'post', 'something', 'tell', 'tell me', 'artical', 'arrticle', 'poost', 'say', 'illuminate', 'shed'];
$applyHeadings = false;
foreach ($keywords as $keyword) {
if (stripos($prompt_template, $keyword) !== false) {
$applyHeadings = true;
break;
}
}
// Loop through each exam code
foreach ($exam_codes as $exam_code) {
// Trim any extra whitespace for each exam code
$exam_code = trim($exam_code);
// Fetch exam details from the database
$exam = $examModel->where('exam_code', $exam_code)->first();
if ($exam === null) {
$responses[$exam_code] = [
'error' => 'Could not find data for exam code ' . $exam_code,
'model' => []
];
continue;
}
$certification = $certificationModel->find($exam['certification_ids']);
if ($certification === null) {
$responses[$exam_code] = [
'error' => 'Could not find certification data for exam code ' . $exam_code,
'model' => []
];
continue;
}
$vendor = $vendorModel->find($exam['vendor_id']);
if ($vendor === null) {
$responses[$exam_code] = [
'error' => 'Could not find vendor data for exam code ' . $exam_code,
'model' => []
];
continue;
}
$topics = $examTopicModel->where('exam_code', $exam_code)->findAll();
$topicsSections = array_map(function($topic) {
return $topic['description'];
}, $topics);
// Process the prompt
$parsed_prompt = $this->processPrompt(
$exam_code,
$prompt_template,
$exam['name'],
$exam['exam_shortname'],
$certification['detail_name'],
$certification['cert_shortname'],
$vendor['name'],
$topicsSections // Pass the array of topics
);
// Check if there was an error in processing the prompt
if (strpos($parsed_prompt, 'Error:') !== false) {
// Handle the error by skipping the AI generation for this exam code
$responses[$exam_code] = [
'error' => $parsed_prompt,
'model' => []
];
}
// Call the respective AI models for the parsed prompt
foreach ($aiModels as $aiModel) {
$response = '';
$modelName = ucfirst($aiModel); // Example: 'openai' becomes 'OpenAI'
try {
switch ($aiModel) {
// Handle AI model requests as needed
case 'openai-gpt-3.5-Turbo':
$apiKey = '';
$response = $this->generateTextOpenAI($parsed_prompt, $apiKey);
break;
case 'cohere':
$apiKey = '';
$response = $this->generateTextCohere($parsed_prompt, $apiKey, $exam_code);
break;
case 'claude-3-Opus':
$apiKey = '';
$response = $this->generateTextClaudeOpus($parsed_prompt, $apiKey);
break;
case 'openai-gpt-4o-mini':
$apiKey = '';
$response = $this->generateTextOpenAIGPT4omini($parsed_prompt, $apiKey);
break;
case 'claude-3-Haiku':
$apiKey = '';
$response = $this->(generateTextClaudeHaiku$parsed_prompt, $apiKey);
break;
case 'claude-3.5-Sonnet':
$apiKey = '';
$response = $this->generateTextClaudeSonnet($parsed_prompt, $apiKey);
break;
case 'openai-gpt-4-turbo':
$apiKey = '';
$response = $this->generateTextOpenAIGPT4turbo($parsed_prompt, $apiKey);
break;
}
$responses[$exam_code]['model'][$aiModel] = $response;
// Store the AI model name and its response
$responseDatetime = date('Y-m-d H:i:s'); // Current date and time
// Insert data into the table
$builder = $db->table('responses');
// Prepare the data to insert
$data = [
'ai_model' => $modelName,
'created_at' => $responseDatetime,
'prompt' => $parsed_prompt, // Store the actual parsed prompt
'response' => $response, // Store the AI generated response
'project_name' => $project_name, // Store the project name
];
$builder->insert($data);
$insertedId = $db->insertID();
} catch (Exception $e) {
// Display error message if something goes wrong
$responses[$exam_code]['model'][$modelName] = "Error: " . $e->getMessage();
}
}
}
return view('response_view', [
'insertedId' => $insertedId,
'responses' => $responses
]);
}
The response is being sent to the views as whole. I have to wait for all my responses to be completed then appear on the views all at once.
**
The problem is I want the dynamic responses on my views. The moment an
AiModel that was selected is done with generation it should appear on
the views instead of waiting for all of them.
**
Below is my views code:
<body>
<div class="container">
<div class="wrapper">
<!-- Sidebar -->
<nav id="sidebar">
<div class="sidebar-header">
<h3>AI Prompt Model</h3>
</div>
<ul class="list-unstyled components">
<li class="active">
<ul class="collapse list-unstyled" id="homeSubmenu">
<li>
<a onclick="window.location.href='<?= base_url('dashboard'); ?>'">Go to Dashboard</a>
</li>
<li>
<a onclick="window.location.href='<?= base_url('homepage'); ?>'">Go to Home Page</a>
</li>
</ul>
</li>
</ul>
</nav>
<div class="main-content">
<h1>AI Model Responses</h1>
<div class="exam-section">
<button id="compareButton">Compare Selected</button>
<table>
<thead>
<tr>
<th>Select</th>
<th>Exam Code</th>
<th>AI Model</th>
<th>Response</th>
<th>Action</th> <!-- Add this column -->
</tr>
</thead>
<tbody>
<?php
$exam_responses = [];
foreach ($responses as $exam_code => $data):
if (isset($data['model']) && !empty($data['model'])):
foreach ($data['model'] as $model => $response):
$normalized_model = strtolower($model);
if (!isset($exam_responses[$exam_code])) {
$exam_responses[$exam_code] = [];
}
// Ensure the response is a string
if (is_array($response)) {
// If response is an array, assume it's the first item in the array
$response = isset($response['response']) ? $response['response'] : '';
}
$response = preg_replace('/**(.+?)**/', '<strong>$1</strong>', $response);
$response = preg_replace('/^#### (.+)$/m', '<h4>$1</h4>', $response);
$response = preg_replace('/^### (.+)$/m', '<h3>$1</h3>', $response);
$response = preg_replace('/^## (.+)$/m', '<h2>$1</h2>', $response);
if (!isset($exam_responses[$exam_code][$normalized_model])) {
$exam_responses[$exam_code][$normalized_model] = $response;
}
endforeach;
endif;
endforeach;
?>
<?php foreach ($exam_responses as $exam_code => $models):
foreach ($models as $model => $response):
$decoded_response = is_string($response) ? htmlspecialchars_decode($response) : '';
?>
<tr>
<td>
<input type="checkbox" class="response-checkbox"
data-exam-code="<?= htmlspecialchars($exam_code) ?>"
data-response="<?= htmlspecialchars($decoded_response) ?>"
data-model="<?= htmlspecialchars(ucwords($model)) ?>">
</td>
<td><?= htmlspecialchars($exam_code) ?></td>
<td><?= htmlspecialchars(ucwords($model)) ?></td>
<td>
<button class="response-btn" onclick="toggleResponse(this)">View Response</button>
<div class="response-box"><?= htmlspecialchars_decode($decoded_response) ?></div>
</td>
<td>
<button class="delete-btn" data-id="<?= htmlspecialchars($insertedId) ?>"
onclick="deleteRow(this)">Delete
</button>
</td>
</tr>
<?php
endforeach;
endforeach;
?>
</tbody>
</table>
</div>
<a href="<?= base_url('optioncontroller'); ?>">Go back</a>
</div>
</div>
<!-- Copy Notification -->
<div class="copy-notification" id="copyNotification">Response copied to clipboard</div>
<!-- Compare Modal -->
<div id="compareModal" class="modal">
<div class="modal-content">
<h2>Compare Responses</h2>
<div id="compareResults"></div>
</div>
</div>
Any help would be appreciated!