Lines Matching refs:vector

139     public function getSimilarChunks($vector, $lang = '', $limit = 4)
141         $cluster = $this->getCluster($vector, $lang);
155             [json_encode($vector, JSON_THROW_ON_ERROR), $cluster, $this->similarityThreshold, $limit]
196      * @param string $query JSON encoded vector array
197      * @param string $embedding JSON encoded vector array
213      * @param float[] $queryVector The normalized vector of the search phrase
214      * @param float[] $embedding The normalized vector of the chunk
329             $vector = json_decode((string) $record['embedding'], true, 512, JSON_THROW_ON_ERROR);
330             $cluster = $this->getCluster($vector, $this->useLanguageClusters ? $record['lang'] : '');
342      * Get the nearest cluster for the given vector
344      * @param float[] $vector
347     protected function getCluster($vector, $lang)
361         $result = $this->db->queryRecord($query, [json_encode($vector, JSON_THROW_ON_ERROR)]);
392             $vector = json_decode((string) $row['embedding'], true, 512, JSON_THROW_ON_ERROR);
393             $vector = implode("\t", $vector);
397             file_put_contents($vectorfile, $vector . "\n", FILE_APPEND);