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Task/FOUR-12952: Update process translation project to use another model instead of deprecated text-davinci-003 #5845

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merged 5 commits into from
Dec 21, 2023
Merged

Task/FOUR-12952: Update process translation project to use another model instead of deprecated text-davinci-003 #5845

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5055250
Update deprecated model for translations
agustinbusso Dec 19, 2023
57a3c5c
Fix format
agustinbusso Dec 19, 2023
ac68b1d
Update NlqToCategory to use gtp-3.5 model instead deprecated davinci …
agustinbusso Dec 19, 2023
88f28ae
Fix format
agustinbusso Dec 19, 2023
4b58ce3
Update NlqToPmql to use gtp-3.5 model instead deprecated davinci model
agustinbusso Dec 19, 2023
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26 changes: 19 additions & 7 deletions ProcessMaker/Ai/Handlers/LanguageTranslationHandler.php
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Original file line number Diff line number Diff line change
Expand Up @@ -18,8 +18,8 @@ public function __construct()
{
parent::__construct();
$this->config = [
'model' => 'text-davinci-003',
'max_tokens' => 2200,
'model' => 'gpt-3.5-turbo-16k',
'max_tokens' => 6000,
'temperature' => 0,
'top_p' => 1,
'n' => 1,
Expand Down Expand Up @@ -52,6 +52,10 @@ public function generatePrompt(String $type = null, String $json_list) : Object
$prompt = $this->replaceLanguage($prompt, $this->targetLanguage['humanLanguage']);
$prompt = $this->replaceStopSequence($prompt);
$this->config['prompt'] = $prompt;
$this->config['messages'] = [[
'role' => 'user',
'content' => $prompt,
]];

return $this;
}
Expand All @@ -61,17 +65,25 @@ public function execute()
$listCharCount = strlen($this->json_list);
$totalChars = $listCharCount * 3;
$currentChunkCount = 0;
$config = $this->getConfig();
unset($config['prompt']);

$client = app(Client::class);
$stream = $client
->completions()
->createStreamed(array_merge($this->getConfig()));
->chat()
->createStreamed(array_merge($config));

$fullResponse = '';
foreach ($stream as $response) {
$currentChunkCount += strlen($response->choices[0]->text);
self::sendResponse($response->choices[0]->text, $currentChunkCount, $totalChars);
$fullResponse .= $response->choices[0]->text;
if (array_key_exists('content', $response->choices[0]->toArray()['delta'])) {
$currentChunkCount += strlen($response->choices[0]->toArray()['delta']['content']);
self::sendResponse(
$response->choices[0]->toArray()['delta']['content'],
$currentChunkCount,
$totalChars
);
$fullResponse .= $response->choices[0]->toArray()['delta']['content'];
}
}

return $this->formatResponse($fullResponse);
Expand Down
16 changes: 11 additions & 5 deletions ProcessMaker/Ai/Handlers/NlqToCategoryHandler.php
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Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,7 @@ public function __construct()
{
parent::__construct();
$this->config = [
'model' => 'text-davinci-003',
'model' => 'gpt-3.5-turbo',
'max_tokens' => 20,
'temperature' => 0,
'top_p' => 1,
Expand All @@ -34,7 +34,10 @@ public function generatePrompt(String $type = null, String $question) : Object
$prompt = $this->replaceStopSequence($prompt);
$prompt = $this->replaceDefaultType($prompt, $type);

$this->config['prompt'] = $prompt;
$this->config['messages'] = [[
'role' => 'user',
'content' => $prompt,
]];

return $this;
}
Expand All @@ -43,15 +46,18 @@ public function execute()
{
$client = app(Client::class);
$response = $client
->completions()
->create(array_merge($this->getConfig()));
->chat()
->create(
array_merge($this->getConfig()
)
);

return $this->formatResponse($response);
}

private function formatResponse($response)
{
$result = ltrim($response->choices[0]->text);
$result = ltrim($response->choices[0]->message->content);

return [strtolower($result), $response->usage, $this->question];
}
Expand Down
16 changes: 11 additions & 5 deletions ProcessMaker/Ai/Handlers/NlqToPmqlHandler.php
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,7 @@ public function __construct()
{
parent::__construct();
$this->config = [
'model' => 'text-davinci-003',
'model' => 'gpt-3.5-turbo',
'max_tokens' => 1900,
'temperature' => 0,
'top_p' => 1,
Expand All @@ -34,7 +34,10 @@ public function generatePrompt(String $type = null, String $question) : Object
$prompt = $this->replaceStopSequence($prompt);
$prompt = $this->replaceWithCurrentYear($prompt);

$this->config['prompt'] = $prompt;
$this->config['messages'] = [[
'role' => 'user',
'content' => $prompt,
]];

return $this;
}
Expand All @@ -43,15 +46,18 @@ public function execute()
{
$client = app(Client::class);
$response = $client
->completions()
->create(array_merge($this->getConfig()));
->chat()
->create(
array_merge($this->getConfig()
)
);

return $this->formatResponse($response);
}

private function formatResponse($response)
{
$result = ltrim($response->choices[0]->text);
$result = ltrim($response->choices[0]->message->content);
$result = explode('Question:', $result)[0];
$result = rtrim(rtrim(str_replace("\n", '', $result)));
$result = str_replace('\'', '', $result);
Expand Down
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