æ¦è¦ numpy.typing.NDArrayã¨ã¯ä½ã NDArrayãå©ç¨ããåã¢ããã¼ã·ã§ã³ ã¾ã¨ã æ¦è¦ numpy version=1.20ããnumpy.typingãæä¾ããã¦ãã¾ãã numpy.org åã¢ããã¼ã·ã§ã³ãè¨è¿°ããéã«ãnumpy.ndarrayã§æå®ããã®ã¨ãnumpy.typing.NDArrayã§æå®ããã®â¦
ãã®è¨äºã¯ä½ï¼ ãã«ãã¢ã¼ãã«æ¤ç´¢ã®æµã Vespaãå©ç¨ãããã«ãã¢ã¼ãã«æ¤ç´¢ã®å®è£ å®è£ ããæ¤ç´¢ã·ã¹ãã ã®æ¦è¦ ååembeddingã®ç®¡çæ¹æ³ Embeddingã®æ¨è« Vespaã®ã¹ãã¼ãè¨å® ã¹ãã¼ãã®å®ç¾© ã©ã³ãã³ã°ãã¸ãã¯ã®å®ç¾© Vespaã¸ã®ãããã¤ã¨ãã¼ã¿ãã£ã¼â¦
ãã®è¨äºã¯ãªã«ï¼ æ§æã»å®è£ è²å è¨é² 室å ã®æ¸©æ¹¿åº¦ ç¾å¨ã®å¤©æ° ããã·ã¥ãã¼ã åå¾æ å ±ã®ãã¼ã¿ãã¼ã¹ã¸ã®æ ¼ç´ ããã·ã¥ãã¼ãã«ä½ãæ²åºãã¹ããï¼ ã¾ã¨ã åè ãã®è¨äºã¯ãªã«ï¼ 以ä¸ã®è²å æ¯æ´ããã·ã¥ãã¼ãã®æ§ç¯ãã¹ãã«è§¦çºãããèªåãããã·ã¥ãâ¦
ãã®è¨äºã¯ä½ï¼ ãææ¸ã«ç´ã¥ãã«ãã´ãªÃéè¨å¤ããå©ç¨ããæ¤ç´¢ã©ã³ãã³ã°æ¹å Parent/Childæ©è½ã®ç°¡åãªç´¹ä» Parent/Childæ©è½ãå®éã«ä½¿ã£ã¦ã¿ã ãããªãå¿ç¨ ã¾ã¨ã ãã¾ã ãã®è¨äºã¯ä½ï¼ æ å ±æ¤ç´¢ã»æ¤ç´¢æè¡ Advent Calendar 2022 - Adventarã®12æ¥ç®â¦
ãã®è¨äºã¯ä½ï¼ Vespaã®æºå Vespaã«ãããã©ã³ãã³ã°ãã¸ãã¯ã®å®è£ ï¼rank-profileï¼ ã¡ãã£ã¨ãã¯ãæ¤ç´¢ã©ã³ãã³ã°é æ¤ç´¢çµæãã©ã³ãã ã«ä¸¦ã³æ¿ãã æ¤ç´¢æã®æå»ãå©ç¨ãã¦ä¸¦ã³æ¿ãã æ¤ç´¢ãªã¯ã¨ã¹ãæã«ã©ã³ãã³ã°ã§å©ç¨ããå¤ã渡ã ã¯ã¨ãªã¨ããã¥ã¡â¦