*/ class cli_plugin_aichat extends \dokuwiki\Extension\CLIPlugin { /** @var helper_plugin_aichat */ protected $helper; public function __construct($autocatch = true) { parent::__construct($autocatch); $this->helper = plugin_load('helper', 'aichat'); } /** @inheritDoc */ protected function setup(Options $options) { $options->setHelp('Manage the AI chatbot data'); $options->registerCommand('embed', 'Create embeddings for all pages'); $options->registerCommand('similar', 'Search for similar pages'); $options->registerArgument('query', 'Look up chunks similar to this query', true, 'similar'); $options->registerCommand('ask', 'Ask a question'); $options->registerArgument('question', 'The question to ask', true, 'ask'); $options->registerCommand('chat', 'Start an interactive chat session'); } /** @inheritDoc */ protected function main(Options $options) { switch ($options->getCmd()) { case 'embed': $this->createEmbeddings(); break; case 'similar': $this->similar($options->getArgs()[0]); break; case 'ask': $this->ask($options->getArgs()[0]); break; case 'chat': $this->chat(); break; default: echo $options->help(); } } /** * Interactive Chat Session * * @return void * @throws Exception */ protected function chat() { $history = []; while ($q = $this->readLine('Your Question')) { if ($history) { $question = $this->helper->rephraseChatQuestion($q, $history); $this->colors->ptln("Interpretation: $question", Colors::C_LIGHTPURPLE); } else { $question = $q; } $result = $this->helper->askQuestion($question); $history[] = [$q, $result['answer']]; $this->printAnswer($result); } } /** * Print the given detailed answer in a nice way * * @param array $answer * @return void */ protected function printAnswer($answer) { $this->colors->ptln($answer['answer'], Colors::C_LIGHTCYAN); echo "\n"; foreach ($answer['sources'] as $source) { $this->colors->ptln("\t" . $source['meta']['pageid'], Colors::C_LIGHTBLUE); } echo "\n"; } /** * Handle a single, standalone question * * @param string $query * @return void * @throws Exception */ protected function ask($query) { $result = $this->helper->askQuestion($query); $this->printAnswer($result); } /** * Get the pages that are similar to the query * * @param string $query * @return void */ protected function similar($query) { $sources = $this->helper->getEmbeddings()->getSimilarChunks($query); foreach ($sources as $source) { $this->colors->ptln($source['meta']['pageid'], Colors::C_LIGHTBLUE); } } /** * Recreate chunks and embeddings for all pages * * @return void */ protected function createEmbeddings() { $this->helper->getEmbeddings()->createNewIndex(); } /** * Interactively ask for a value from the user * * @param string $prompt * @return string */ protected function readLine($prompt) { $value = ''; while ($value === '') { echo $prompt; echo ': '; $fh = fopen('php://stdin', 'r'); $value = trim(fgets($fh)); fclose($fh); } return $value; } }