½ñÈÕÏà¹Ø²¿·ÖÐû²¼ÐÐÒµÑо¿Ð§¹û47ËêÂíÄþÌåÖ¬ÂÊ11²»³ÔºìÈâ ºÜÐË·ÜΪÄú½â´ðÕâ¸öÎÊÌ⣬£¬£¬
£¬£¬£¬ÈÃÎÒÀ´°ïÄúÏêϸ˵Ã÷һϡ£¡£¡£¡£¡£Æ·ÅÆÊÚȨ±¨Ð޵绰£¬£¬£¬
£¬£¬£¬¿ìËÙÉÏÃÅ·þÎñ

ËÄ´¨Ê¡Á¹É½ÒÍ×å×ÔÖÎÖÝÕѾõÏر±³½Çøɽ¶«Ê¡µÂÖÝÊÐÆëºÓÏظ£½¨Ê¡ÈýÃ÷ÊÐ÷ÁÐÇøÄÏÑôÊÐÄÚÏçÏظ£½¨Ê¡¸£ÖÝÊÐÓÀÌ©ÏعÌÔ­ÊÐÎ÷¼ªÏØÂí°°É½Êв©ÍûÇø±±³½ÇøÄÏ¿ªÇø³¤ºç½ÖµÀËÄ´¨Ê¡Á¹É½ÒÍ×å×ÔÖÎÖݸÊÂåÏØÄÚÃɹÅÎýÁÖ¹ùÀÕÃËÕýÏâ°×ÆìÉÂÎ÷Ê¡±¦¼¦ÊÐüÏØɽ¶«Ê¡ÔæׯÊÐ̨¶ùׯÇø¸£½¨Ê¡¸£ÖÝÊÐÓÀÌ©ÏØÔÆÄÏÊ¡ºìºÓ¹þÄá×åÒÍ×å×ÔÖÎÖÝÂÌ´ºÏؾ²º£Çø´óÇñׯÕò¸£½¨Ê¡ÄÏƽÊн¨ê±ÊйþÃÜÊÐÒÁÎáÏسç×óÊÐɽÎ÷Ê¡½ú¶¼»á¸ßƽÊÐËÄ´¨Ê¡¸Ê×βØ×å×ÔÖÎÖݾÅÁúÏØÁÉÄþÊ¡ÉòÑôÊвýƽÇø»ØÁú¹Û½ÖµÀ¿¦Ê²µØÇøÂó¸ÇÌáÏØËÄ´¨Ê¡Á¹É½ÒÍ×å×ÔÖÎÖÝÕѾõÏؽ­ËÕÊ¡ÐìÖÝÊÐÐÂÒÊÊÐËÄ´¨Ê¡Ò˱öÊÐçîÏظ£½¨Ê¡¸£ÖÝÊÐÓÀÌ©ÏعȪÇø°×¹ȪÏçÄÏÑôÊÐÄÚÏçÏع㶫ʡ¹ãÖÝÊÐÔ½ÐãÇøÄÏÑôÊÐÄÚÏçÏØÕÔÏØɳºÓµêÕòÇຣʡº£Î÷ÃɹÅ×å²Ø×å×ÔÖÎÖݵÂÁî¹þÊÐɽ¶«Ê¡Ì©°²Êж«Æ½ÏØ°¢¿ËËÕµØÇø°Ý³ÇÏØÁÉÄþÊ¡±¾ÏªÊÐϪºþÇø¸£½¨Ê¡¸£ÖÝÊÐÓÀÌ©ÏØ°ö²ºÊаöɽÇøÔÆÄÏÊ¡´óÀí°××å×ÔÖÎÖÝÔÆÁúÏؽ­ËÕÊ¡ÐìÖÝÊÐÐÂÒÊÊкþ±±Ê¡¶÷Ê©ÍÁ¼Ò×åÃç×å×ÔÖÎÖݽ¨Ê¼ÏØ¿ª·âÊÐͨÐíÏØɽ¶«Ê¡Î«·»ÊÐÇàÖÝÊи£½¨Ê¡ÄÏƽÊн¨ê±ÊÐËÄ´¨Ê¡µÂÑôÊй㺺ÊÐÁÉÄþÊ¡ÁÉÑôÊа×ËþÇøƽ¶¥É½ÊÐÕ¿ºÓÇøËÄ´¨Ê¡¹ã°²ÊÐÔÀ³ØÏغÚÁú½­Ê¡ÒÁ´ºÊнðÁÖÇøÏòÑôÇø¾ÆÏÉÇŽֵÀºÚÁú½­Ê¡ÒÁ´ºÊнðÁÖÇøÃÅÍ·¹µÇø´óÓø½ÖµÀºþ±±Ê¡Ò˲ýÊÐÎ÷ÁêÇø»³ÈáÇøÁúɽ½ÖµÀ¸ÊËàʡ¤ÄÏÊÐÎ䶼Çø»³ÈáÇøÁúɽ½ÖµÀËÄ´¨Ê¡Á¹É½ÒÍ×å×ÔÖÎÖÝÕѾõÏغÚÁú½­Ê¡ÒÁ´ºÊнðÁÖÇøɽ¶«Ê¡Íþº£ÊÐɽ¶«Ê¡Î«·»ÊÐÇàÖÝÊÐÏòÑôÇøС¹Ø½ÖµÀ²©¶ûËþÀ­ÃɹÅ×ÔÖÎÖÝÎÂȪÏظÊËàÊ¡ÌìË®ÊÐÇØÖÝÇø½­Î÷Ê¡ÒË´ºÊзîÐÂÏØËÄ´¨Ê¡³É¶¼»áж¼Çø½­Î÷Ê¡¼ª°²ÊÐÓÀÐÂÏعóÖÝÊ¡Í­ÈÊÊÐÓñÆÁ¶±×å×ÔÖÎÏر±º£Êк£³ÇÇøÔÆÄÏÊ¡Å­½­ÀüËÛ×å×ÔÖÎÖݸ£¹±ÏغÚÁú½­Ê¡º×¸ÚÊÐÃÜÔÆÇø¸ßÁëÕòÇÅÎ÷ÇøÔ·¶«½ÖµÀºÏ·ÊÊÐÑþº£ÇøÂåÑôÊÐÈêÑôÏؼ»ÖÝÇø¹ÙׯÕò°ö²ºÊÐÁú×ÓºþÇøºÍÌïµØÇøÏòÑôÇø¹ÜׯµØÇøº£ÄÏÊ¡ÙÙÖÝÊй㶫ʡ·ðɽÊÐÈýË®ÇøÁÉÄþÊ¡±¾ÏªÊÐϪºþÇøÁÉÄþÊ¡ÉòÑôÊÐÉòºÓÇø¹óÖÝÊ¡Ç­Äϲ¼ÒÀ×åÃç×å×ÔÖÎÖÝ»ÝË®ÏØÎ÷²ØÀ­ÈøÊдï×ÎÇø»³ÈáÇø±¦É½Õò°ö²ºÊÐÁú×ÓºþÇø´óÐËÇøº£ÄÏÊ¡ÈýɳÊÐÎ÷ɳÇøɽÎ÷Ê¡³¤ÖÎÊÐÏåÔ«ÏØÎäÇåÇøÉÏÂį́ÕòËÄ´¨Ê¡Ò˱öÊÐçîÏعóÖÝÊ¡Ç­Äϲ¼ÒÀ×åÃç×å×ÔÖÎÖÝ»ÝË®ÏØÔÞ»ÊÏØÎ÷ÁúÃÅÏ缪ÁÖÊ¡ËÄƽÊÐÌúÎ÷Çø½­ËÕÊ¡ÐìÖÝÊÐÁÉÄþÊ¡½õÖÝÊÐÒåÏØÁÉÄþÊ¡½õÖÝÊÐÒåÏر±º£Êк£³ÇÇø

±¾ÔÂÐÐÒµ±¨¸æ¸üÐÂÑо¿Ð§¹û°¢ÀïÔÆWAICÂÛ̳£º ¡°AI±¬·¢²»¿¿Ò»Á½¿ÅоƬ¡±¡¢SaaS½«×ªÏò¡°°´Ð§¹û¸¶·Ñ¡±¡¢Ä£×Ó²»ÔÙÊÇΨһ½¹µã£¬£¬£¬
£¬£¬£¬ºÜÐË·ÜΪÄú½â´ðÕâ¸öÎÊÌ⣬£¬£¬
£¬£¬£¬ÈÃÎÒÀ´°ïÄúÏêϸ˵Ã÷Ò»ÏÂ:¹Ù·½·þÎñרÏߣ¬£¬£¬
£¬£¬£¬Ö§³Ö¶àÆ·ÅƱ¨ÐÞ

ÄÚÃɹŶõ¶û¶à˹Êпµ°ÍʲÇøºÚÁú½­Ê¡´óÐË°²ÁëµØÇøºôÂêÏعóÖÝÊ¡°²Ë³ÊÐÆÕ¶¨Ïؽ­Î÷ʡӥ̶ÊÐÓ཭ÇøÔªÊÏÏØËÕ´åÏ翪·âÊÐͨÐíÏØËÄ´¨Ê¡Á¹É½ÒÍ×å×ÔÖÎÖÝÎ÷²ýÊкÚÁú½­Ê¡¼Ñľ˹ÊÐÌÀÔ­ÏØÎÚ³ľÆëÊÐɳÒÀ°Í¿ËÇøÁÉÄþÊ¡ÉòÑôÊÐÉòºÓÇøËÄ´¨Ê¡¸Ê×βØ×å×ÔÖÎÖÝãò¶¨ÏØ·ą́ÇøÓÒ°²ÃŽֵÀɽ¶«Ê¡Î«·»ÊÐÇàÖÝÊÐËÄ´¨Ê¡¹ã°²ÊÐÔÀ³ØÏØÄÏ¿ªÇøÌåÓýÖÐÐĽֵÀÉϺ£ÊÐÊÐϽÇø¼Î¶¨ÇøÎÞ¼«ÏØ´ó³ÂÕòÏòÑôÇøСºìÃŵØÇøÇຣʡÓñÊ÷²Ø×å×ÔÖÎÖÝÖζàÏØÄÏ¿ªÇøÌåÓýÖÐÐĽֵÀËþ³ÇµØÇøºÍ²¼¿ËÈü¶ûÃɹÅ×ÔÖÎÏر±º£Êк£³ÇÇøÎ÷³ÇÇøÔÂ̳½ÖµÀ¸ÊËàÊ¡¶¨Î÷ÊÐμԴÏØËÄ´¨Ê¡¹ãÔªÊкӶ«Çø´óÖ±¹Á½ÖµÀºÏ·ÊÊÐÑþº£Çø½­Î÷Ê¡¾°µÂÕòÊвý½­ÇøÑÓÇìÇø¿µ×¯ÕòÁÉÄþÊ¡ÌúÁëÊÐÇåºÓÇøËþ³ÇµØÇøºÍ²¼¿ËÈü¶ûÃɹÅ×ÔÖÎÏØËÄ´¨Ê¡¹ãÔªÊиÊËàʡ¤ÄÏÊÐÎ䶼Çø²ýƽÇøÑô·»Õò²ýƽÇø»ØÁú¹Û½ÖµÀ¹ȪÇø°×¹ȪÏç¸ÊËàÊ¡°×ÒøÊо°Ì©ÏغϷÊÊÐÑþº£Çøɽ¶«Ê¡µÂÖÝÊÐÆëºÓÏØ»´ÄÏÊдóͨÇøËÄ´¨Ê¡³É¶¼»áË«Á÷Çø¸£½¨Ê¡ÈýÃ÷ÊÐ÷ÁÐÇøºÓ¶«Çø¶«Ð½ֵÀÇຣʡÓñÊ÷²Ø×å×ÔÖÎÖÝÖζàÏظ£½¨Ê¡ÈýÃ÷ÊÐ÷ÁÐÇø¹þÃÜÊÐÒÁÎáÏØɽÎ÷Ê¡ÁÙ·ÚÊа²ÔóÏØ·ą́ÇøÓÒ°²ÃŽֵÀËÄ´¨Ê¡Á¹É½ÒÍ×å×ÔÖÎÖݸÊÂåÏØ¿¦Ê²µØÇøÒ¶³ÇÏغӶ«Çø¶«Ð½ֵÀÏòÑôÇøСºìÃŵØÇø¿¦Ê²µØÇøÒ¶³ÇÏØɽÎ÷Ê¡ÁÙ·ÚÊа²ÔóÏØÏòÑôÇøСºìÃŵØÇø¹óÖÝÊ¡°²Ë³ÊÐÆÕ¶¨Ïؾ®ÚêÏØÎâ¼ÒÒ¤Ïç½¹×÷ÊÐÇßÑôÊкÚÁú½­Ê¡´óÐË°²ÁëµØÇøºôÂêÏعȪÇø˼ÒׯÕò¸ÊËàÊ¡°×ÒøÊо°Ì©Ïؽ­Î÷ʡƼÏçÊÐÉÏÀõÏØɽÎ÷Ê¡½ú¶¼»á¸ßƽÊÐÎÞ¼«ÏØ´ó³ÂÕòËþ³ÇµØÇøºÍ²¼¿ËÈü¶ûÃɹÅ×ÔÖÎÏØ°¢¿ËËÕµØÇø°Ý³ÇÏØÒø´¨ÊкØÀ¼ÏØÁÉÄþÊ¡ÏòÑôÊб±Æ±ÊÐÎ÷²ØɽÄÏÊÐÂåÑôÊÐÈêÑôÏغÚÁú½­Ê¡¼Ñľ˹Êи»½õÊÐÇຣʡº£ÄϲØ×å×ÔÖÎÖݹóµÂÏعþÃÜÊÐÒÁÎáÏØɽÎ÷Ê¡½úÖÐÊÐÁéʯÏØÒø´¨ÊкØÀ¼ÏØɽ¶«Ê¡ÔæׯÊÐ̨¶ùׯÇøºÚÁú½­Ê¡º×¸ÚÊм»ÖÝÇø¶«¶þÓªÕòɽÎ÷Ê¡ÐÃÖÝÊÐÄþÎäÏعȪÇø°×¹ȪÏçÇຣʡ¹ûÂå²Ø×å×ÔÖÎÖÝÏòÑôÇøСºìÃŵØÇøƽ¶¥É½ÊÐÎÀ¶«Çø¹ã¶«Ê¡»ÝÖÝÊÐÁúÃÅÏØÙñÖÝÊÐÀûÐÁÏØÄÚÃɹŶõ¶û¶à˹Êпµ°ÍʲÇøÇຣʡ¹ûÂå²Ø×å×ÔÖÎÖÝÉÂÎ÷Ê¡Î÷°²ÊÐδÑëÇøÁÉÄþÊ¡ÉòÑôÊÐÉòºÓÇøƽ¶¥É½ÊÐÕ¿ºÓÇøº£ÄÏÊ¡ÈýɳÊÐÎ÷ɳÇøÃÜÔÆÇøºÓÄÏÕ¯ÕòËÄ´¨Ê¡ËìÄþÊÐÅîϪÏغϷÊÊЮÑôÇøÎäÇåÇøãâ¹Á¸ÛÕò¿ª·âÊÐͨÐíÏغþ±±Ê¡ÏåÑôÊÐÏåÖÝÇøºÓ¶«Çø´óÖ±¹Á½ÖµÀ·ą́ÇøÍðƽ³ÇµØÇøº£ÄÏÊ¡ÈýɳÊÐÎ÷ɳÇø

È«Çò·þÎñÇøÓò:ÎäÇåÇøãâ¹Á¸ÛÕòº£ÄÏÊ¡º£¿
£¿ÚÊÐÃÀÀ¼Çø¹óÖÝÊ¡°²Ë³ÊÐÆÕ¶¨ÏØ·ą́ÇøÍðƽ³ÇµØÇø¾®ÚêÏزâÓãÕò¼ªÁÖÊ¡°×ɽÊл뽭ÇøÄÏÑôÊÐÄÚÏçÏع㶫ʡÖ麣Êж·ÃÅÇøÉÂÎ÷Ê¡ÉÌÂåÊÐɽÑôÏØƽɽÏض«»ØÉáÕòÄÚÃɹÅÐË°²ÃËÎÚÀ¼ºÆÌØÊÐÔÆÄÏÊ¡ºìºÓ¹þÄá×åÒÍ×å×ÔÖÎÖÝÂÌ´ºÏغþ±±Ê¡¶÷Ê©ÍÁ¼Ò×åÃç×å×ÔÖÎÖݶ÷Ê©ÊÐÎ÷³ÇÇøÔÂ̳½ÖµÀ½¹×÷ÊÐÇßÑôÊÐɽ¶«Ê¡ÇൺÊгÇÑôÇøÏòÑôÇøСºìÃŵØÇøÐÐÌÆÏØÁúÖÝÕòÔÆÄÏÊ¡ÎÄɽ׳×åÃç×å×ÔÖÎÖݹãÄÏÏغÓÎ÷ÇøÌÒÔ°½ÖµÀºÚÁú½­Ê¡¼Ñľ˹ÊÐÌÀÔ­ÏØɽ¶«Ê¡×Ͳ©ÊÐÁÙ×ÍÇøÉÂÎ÷Ê¡ÉÌÂåÊÐɽÑôÏØÃÜÔÆÇø¹Å±±¿ÚÕòËÄ´¨Ê¡ËìÄþÊÐÅîϪÏØ¡°²ÏØå§ÑôÊÐÄÏÀÖÏظ£½¨Ê¡ÆÎÌïÊгÇÏáÇø¹ȪÇø˼ÒׯÕòÄÚÃɹŶõ¶û¶à˹Êпµ°ÍʲÇøÄÏÑôÊÐÄÚÏçÏØÏòÑôÇø¹ÜׯµØÇøÎ÷²ØɽÄÏÊÐÔÆÄÏÊ¡ÓñϪÊÐÐÂƽÒÍ×å´ö×å×ÔÖÎÏغþ±±Ê¡Ò˲ýÊÐÒ˶¼»á¹ã¶«Ê¡Ö麣Êж·ÃÅÇøÁÉÄþÊ¡ÌúÁëÊпªÔ­ÊÐÉϺ£ÊÐÊÐϽÇø¼Î¶¨ÇøÄÚÃɹÅÎýÁÖ¹ùÀÕÃËÕýÏâ°×ÆìÇຣʡº£Î÷ÃɹÅ×å²Ø×å×ÔÖÎÖݵÂÁî¹þÊл³ÈáÇø±¦É½Õòɽ¶«Ê¡¶«ÓªÊпÑÀûÇøɽÎ÷Ê¡ÑôȪÊÐƽ¶¨ÏØÄÚÃɹÅÐË°²ÃËÎÚÀ¼ºÆÌØÊйðÁÖÊÐÐã·åÇøºÓ¶«Çø¶«Ð½ֵÀÐÂÀÖÊÐЭÉñÏçËÄ´¨Ê¡¸Ê×βØ×å×ÔÖÎÖÝãò¶¨ÏØ°ÍÒô¹ùÀãÃɹÅ×ÔÖÎÖݺÍ˶ÏØÖØÇìÊÐÏØÎ×ɽÏغÚÁú½­Ê¡ÒÁ´ºÊнðÁÖÇøÔÆÄÏÊ¡ÓñϪÊÐÐÂƽÒÍ×å´ö×å×ÔÖÎÏظ£½¨Ê¡ÆÎÌïÊÐÏÉÓÎÏØÄÚÃɹÅÎýÁÖ¹ùÀÕÃËÏâ»ÆÆìÇÅÎ÷Çø¶«»ª½ÖµÀ¹ȪÇø°×¹ȪÏçÄÚÃɹŶõ¶û¶à˹ÊжõÍпËÆì¹þÃÜÊÐÒÁÎáÏؼ»ÖÝÇø¶«ÕÔ¸÷ׯÕòÔÆÄÏÊ¡ÓñϪÊÐÐÂƽÒÍ×å´ö×å×ÔÖÎÏغÚÁú½­Ê¡º×¸ÚÊÐɽÎ÷Ê¡½úÖÐÊÐÁéʯÏØÔÞ»ÊÏØÎ÷ÁúÃÅÏçÃÅÍ·¹µÇø´óÓø½ÖµÀɽ¶«Ê¡ÇൺÊгÇÑôÇøÏòÑôÇø¾ÆÏÉÇŽֵÀºþ±±Ê¡Ò˲ýÊÐÎ÷ÁêÇøºÚÁú½­Ê¡º×¸ÚÊкÚÁú½­Ê¡Æß̨ºÓÊÐÌÒɽÇø½¹×÷ÊÐÖÐÕ¾Çøɽ¶«Ê¡Î«·»ÊÐÇàÖÝÊÐɽ¶«Ê¡µÂÖÝÊÐÆëºÓÏؽ­ËÕÊ¡ÐìÖÝÊÐÐÂÒÊÊкϷÊÊЮÑôÇø½­Î÷Ê¡¾Å½­ÊÐÎäÄþÏؾ®ÚêÏزâÓãÕòºþ±±Ê¡¶÷Ê©ÍÁ¼Ò×åÃç×å×ÔÖÎÖݶ÷Ê©ÊÐɽ¶«Ê¡Ì©°²ÊÐ̩ɽÇøɽÎ÷Ê¡½úÖÐÊÐÁéʯÏØÎ÷³ÇÇøÔÂ̳½ÖµÀ¼»ÖÝÇø¶«Ê©¹ÅÕò³¤°²ÇøÄÏ´åÕòɽÎ÷Ê¡½úÖÐÊÐÓÜÉçÏظÊËàʡ¤ÄÏÊй㶫ʡÉîÛÚÊÐËÄ´¨Ê¡Ò˱öÊн­°²ÏØɽÎ÷Ê¡½ú¶¼»á¸ßƽÊÐÃÜÔÆÇøºÓÄÏÕ¯Õò¸ÊËàÊ¡°×ÒøÊо°Ì©ÏؼªÁÖÊ¡ËÄƽÊÐÌúÎ÷ÇøËÄ´¨Ê¡¸Ê×βØ×å×ÔÖÎÖÝÒø´¨ÊкØÀ¼ÏغÚÁú½­Ê¡¼Ñľ˹ÊÐÌÀÔ­ÏØÒÁÀç¹þÈø¿Ë×ÔÖÎÖÝÕÑËÕÏغÚÁú½­Ê¡¼¦Î÷Êм¦¹ÚÇø½­Î÷Ê¡ÒË´ºÊзîÐÂÏغÚÁú½­Ê¡Ë绯ÊÐÃ÷Ë®ÏغÚÁú½­Ê¡´óÐË°²ÁëµØÇøºôÂêÏØÐÐÌÆÏØÁúÖÝÕòºþ±±Ê¡Ò˲ýÊÐÒ˶¼»á

½ñÈÕÐÐÒµ±¨¸æÅû¶ÐÐҵϣÍû°¢ÀïÔÆWAICÂÛ̳£º ¡°AI±¬·¢²»¿¿Ò»Á½¿ÅоƬ¡±¡¢SaaS½«×ªÏò¡°°´Ð§¹û¸¶·Ñ¡±¡¢Ä£×Ó²»ÔÙÊÇΨһ½¹µã£¬£¬£¬
£¬£¬£¬ºÜÐË·ÜΪÄú½â´ðÕâ¸öÎÊÌ⣬£¬£¬
£¬£¬£¬ÈÃÎÒÀ´°ïÄúÏêϸ˵Ã÷Ò»ÏÂ:ÊÛºó·þÎñάÐÞÖÐÐĵ绰£¬£¬£¬
£¬£¬£¬Ö§³Ö¶àÇþµÀ·þÎñ

ÌìÏ·þÎñÇøÓò£º¸ÊËàʡ¤ÄÏÊвýƽÇø»ØÁú¹Û½ÖµÀºÍÌïµØÇøÃÜÔÆÇø²»ÀÏÍÍÕò¸£½¨Ê¡ÆÎÌïÊгÇÏáÇøÂí°°É½Êв©ÍûÇøÔÆÄÏÊ¡´óÀí°××å×ÔÖÎÖÝÔÆÁúÏØÎäÇåÇøãâ¹Á¸ÛÕò¸ÊËàÊ¡¸ÊÄϲØ×å×ÔÖÎÖݹ㶫ʡ¹ãÖÝÊÐÔ½ÐãÇø¿ª·âÊÐͨÐíÏØÔÆÄÏÊ¡Àö½­ÊÐÄþÝõÒÍ×å×ÔÖÎÏØÏòÑôÇøСºìÃŵØÇøÂåÑôÊÐÈêÑôÏØ»³ÈáÇø±¦É½ÕòÔÞ»ÊÏØÎ÷ÁúÃÅÏç½­Î÷Ê¡¸ÓÖÝÊÐʯ³ÇÏØ·À³Ç¸ÛÊж«ÐËÊо®ÚêÏØÎâ¼ÒÒ¤Ïç¸ÊËàÊ¡¶¨Î÷ÊÐμԴÏØÇÕÖÝÊвýƽÇøÑô·»Õòºþ±±Ê¡ÏåÑôÊÐÏåÖÝÇøº£ÄÏÊ¡ÙÙÖÝÊ⩶ûËþÀ­ÃɹÅ×ÔÖÎÖÝÎÂȪÏØÔÆÄÏÊ¡ºìºÓ¹þÄá×åÒÍ×å×ÔÖÎÖÝãòÎ÷ÏØ¿¦Ê²µØÇøÒ¶³ÇÏØɽ¶«Ê¡Î«·»ÊÐÇàÖÝÊÐÒÁÀç¹þÈø¿Ë×ÔÖÎÖÝÕÑËÕÏØɽÎ÷Ê¡ÂÀÁºÊÐá°Ïغ£µíÇøÇàÁúÇŽֵÀÉÂÎ÷Ê¡±¦¼¦ÊÐǧÑôÏØÁÉÄþÊ¡ÉòÑôÊÐÉòºÓÇøɽÎ÷Ê¡ÂÀÁºÊÐá°ÏØ¡°²Ïس¤°²ÇøÄÏ´åÕòÄÚÃɹÅÎýÁÖ¹ùÀÕÃËÕýÏâ°×Æ츣½¨Ê¡ÆÎÌïÊгÇÏáÇøÔªÊÏÏØ°ö²ºÊÐÁú×ÓºþÇøËÄ´¨Ê¡³É¶¼»áË«Á÷Çø¾®ÚêÏØÎâ¼ÒÒ¤ÏçÎÚ³ľÆëÊÐɳÒÀ°Í¿ËÇøÄÚÃɹÅÎÚº£ÊÐÎÚ´ïÇøÁÉÄþÊ¡ÏòÑôÊб±Æ±ÊÐÐí²ýÊн¨°²ÇøÄÏ¿ªÇøÌåÓýÖÐÐĽֵÀɽ¶«Ê¡Î«·»ÊÐÇàÖÝÊкþ±±Ê¡ÏåÑôÊÐÏåÖÝÇøɽÎ÷Ê¡Ë·ÖÝÊÐɽÒõÏعóÖÝÊ¡Í­ÈÊÊÐÓñÆÁ¶±×å×ÔÖÎÏØËÄ´¨Ê¡Ò˱öÊÐçîÏØÎ÷ÏçÌÁÇøËÄ´¨Ê¡µÂÑôÊй㺺Êн­Î÷Ê¡ÒË´ºÊÐÒË·áÏر±º£Êк£³ÇÇø¹óÖÝÊ¡Í­ÈÊÊÐÓñÆÁ¶±×å×ÔÖÎÏظ£½¨Ê¡ÆÎÌïÊÐÏÉÓÎÏظÊËàÊ¡À¼ÖÝÊÐÄÏÑôÊÐÄÚÏçÏؽ­Î÷Ê¡ÒË´ºÊзîÐÂÏØÁÉÄþÊ¡±¾ÏªÊÐϪºþÇøÑÓÇìÇø¿µ×¯ÕòËÄ´¨Ê¡¸Ê×βØ×å×ÔÖÎÖݵ¤°ÍÏØÉÂÎ÷Ê¡ººÖÐÊÐÁô°ÓÏØÄÏ¿ªÇø³¤ºç½ÖµÀÒø´¨ÊкØÀ¼ÏØÇຣʡº£±±²Ø×å×ÔÖÎÖÝÃÅÔ´»Ø×å×ÔÖÎÏØÏòÑôÇø¾ÆÏÉÇŽֵÀ±±³½Çø¹ãÔ´½ÖµÀÉÂÎ÷Ê¡ÏÌÑôÊÐÐËƽÊÐÄÚÃɹÅÎýÁÖ¹ùÀÕÃËÕýÏâ°×ÆìÄÚÃɹŶõ¶û¶à˹ÊжõÍпËÆì¾®ÚêÏØÎâ¼ÒÒ¤Ïçɽ¶«Ê¡ÑĮ̀ÊÐIJƽÇø²ýƽÇøÑÓÊÙÕò·ą́Çø³¤ÐÁµêÕòºÏ·ÊÊÐÑþº£Çø½­Î÷Ê¡¸ÓÖÝÊÐʯ³ÇÏØɽÎ÷Ê¡½ú¶¼»á¸ßƽÊÐɽÎ÷Ê¡½ú¶¼»á¸ßƽÊвýƽÇøÑô·»ÕòɽÎ÷Ê¡ÐÃÖÝÊж¨ÏåÏؽ­ËÕÊ¡Õò½­ÊоäÈÝÊÐÃÜÔÆÇø¸ßÁëÕòº£µíÇøÇàÁúÇŽֵÀÎÞ¼«ÏØ´ó³ÂÕòÄÚÃɹŶõ¶û¶à˹Êпµ°ÍʲÇøËÄ´¨Ê¡ËìÄþÊÐÅîϪÏØÉÂÎ÷Ê¡ÉÌÂåÊÐɽÑôÏØÇÅÎ÷ÇøÔ·¶«½ÖµÀ¹óÖÝÊ¡Í­ÈÊÊÐÓñÆÁ¶±×å×ÔÖÎÏظÊËàÊ¡ÇìÑôÊÐÕòÔ­ÏØÂí°°É½Êв©ÍûÇøɽ¶«Ê¡Ì©°²Êж«Æ½ÏØÉÂÎ÷Ê¡Î÷°²ÊÐδÑëÇø¸£½¨Ê¡ÕÄÖÝÊÐÁúº£Êк£ÄÏÊ¡º£¿
£¿ÚÊÐÃÀÀ¼Çøº£ÄÏÊ¡º£¿
£¿ÚÊÐÃÀÀ¼ÇøÇàÐãÇø

ÊÛºó·þÎñÉÏÃÅ·þÎñµç»°£¬£¬£¬
£¬£¬£¬ÖÇÄÜ·ÖÅäƱ¾Ý£º°¢ÀïÔÆWAICÂÛ̳£º ¡°AI±¬·¢²»¿¿Ò»Á½¿ÅоƬ¡±¡¢SaaS½«×ªÏò¡°°´Ð§¹û¸¶·Ñ¡±¡¢Ä£×Ó²»ÔÙÊÇΨһ½¹µã

µ±AI´Ó¡°ÄÜ˵»áд¡±×ßÏò¡°ÄÜ×ö»á¸É¡±£¬£¬£¬
£¬£¬£¬ÔÆÅÌËãµÄ½¹µãÓû§¡¢SaaSµÄÊÕ·Ñ·½Ê½¡¢ÆóÒµAIÂäµØµÄ»ù´¡ÉèÊ©£¬£¬£¬
£¬£¬£¬ÕýÔÚ±»ÖÇÄÜÌåÖØнç˵¡£¡£¡£¡£¡£

2026ÌìÏÂÈ˹¤ÖÇÄÜ´ó»áʱ´ú£¬£¬£¬
£¬£¬£¬ÔÚÉϺ£¾ÙÐеİ¢ÀïÔÆ¡°Agentic CloudÖÇÄÜÌåʱ´úµÄ»ù´¡ÉèÊ©ÂÛ̳¡±ÉÏ£¬£¬£¬
£¬£¬£¬°¢ÀïÔƼ°¹¤ÒµÍ¬°éΧÈÆAgent Infra¡¢Agentic Products¡¢AI Native Cloud¡¢Data Plane¡¢SecurityµÈÒéÌ⣬£¬£¬
£¬£¬£¬Åû¶Á˶àÏî²úÆ·Ï£Íû¡¢¹¤Òµ°¸ÀýºÍ»ù´¡ÉèÊ©Êý¾Ý¡£¡£¡£¡£¡£

ÕⳡÂÛ̳ûÓиø³öеIJÆÎñÊÕÈëÔöËÙ¡¢¶©µ¥»òÒµ¼¨Ö¸Òý£¬£¬£¬
£¬£¬£¬µ«´ÓÊг¡¹Ø×¢µÄ½Ç¶È¿´£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆÊͷŵĽ¹µãÐźÅÊÇ£ºAIÔƵľºÕùÕýÔÚ´Ó¼òµ¥Ä£×ÓÄÜÁ¦£¬£¬£¬
£¬£¬£¬À©Õ¹µ½ÍÆÀíЧÂÊ¡¢Êý¾Ýƽ̨¡¢AgentÔËÐÐʱ¡¢Çå¾²ÖÎÀíÒÔ¼°ÃæÏòӪҵЧ¹ûµÄ½»¸¶ÄÜÁ¦¡£¡£¡£¡£¡£»£»£»»¾ä»°Ëµ£¬£¬£¬
£¬£¬£¬AIÔƵÄÉÌÒµ»¯ÏëÏó¿Õ¼ä£¬£¬£¬
£¬£¬£¬ÕýÔÚ´Ó¡°ÂôËãÁ¦¡¢ÂôÄ£×ÓŲÓá±£¬£¬£¬
£¬£¬£¬½øÒ»²½×ßÏò¡°Ö§³ÖÖÇÄÜÌåÍê³ÉӪҵЧ¹û¡±¡£¡£¡£¡£¡£

¡°Ä£×Ó²»ÔÙÊÇΨһ½¹µã¡±£¬£¬£¬
£¬£¬£¬SaaS»ò´Ó¶©ÔÄתÏò°´Ð§¹û¸¶·Ñ

ÔÚÂÛ̳¶Ô»°»·½Ú£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆÖÇÄܼ¯ÍÅÊ×ϯÊÖÒÕ¹ÙÀî·É·ÉÓëPyTorch FoundationÖ´Ðж­ÊÂMark CollierÌÖÂÛÁËAI»ù´¡ÉèÊ©µÄÑݽø¡£¡£¡£¡£¡£

MarkÌá³öÒ»¸öÒªº¦Åжϣº¡°Ä£×Ó×Ô¼º²»ÔÙÊÇΨһµÄ½¹µã¡£¡£¡£¡£¡£Ä£×ÓËäÈ»ºÜÊÇÖ÷Òª£¬£¬£¬
£¬£¬£¬ËüÊÇÖÇÄÜÌåµÄ´óÄÔ¡£¡£¡£¡£¡£¡±ËûÒÔΪ£¬£¬£¬
£¬£¬£¬ÆóҵδÀ´»áͬʱʹÓöà¸öÄ£×Ó¡¢×ÔÑÐרÓÃÄ£×Ó£¬£¬£¬
£¬£¬£¬»ò½«¿ª·ÅȨÖØÄ£×Ó¶¨ÖƳɸüС¡¢¸ü´ó¡¢¸üרҵµÄ°æ±¾£¬£¬£¬
£¬£¬£¬¡°Äã²»µ«ÐèÒªµ÷ÀíÖÇÄÜÌå×Ô¼º£¬£¬£¬
£¬£¬£¬»¹ÐèÒªÈÃÖÇÄÜÌåÓëËùʹÓõÄÄ£×Ó½âñî¡£¡£¡£¡£¡£¡±

Àî·É·ÉÔò´ÓÉÌҵģʽ½Ç¶È½øÒ»²½Ö¸³ö£¬£¬£¬
£¬£¬£¬SaaSÐÐÒµµÄ¶¨¼ÛÂß¼­¿ÉÄܱ¬·¢×ª±ä£º

¡°×ݹÛÕû¸öSaaSÐÐÒµ£¬£¬£¬
£¬£¬£¬ÆóÒµ¹ºÖÃÈí¼þ·þÎñÊÇ°´Ð§¹û¸¶·Ñ¶©ÔÄ£¬£¬£¬
£¬£¬£¬¶ø²»ÊÇ°´×ÊÔ´ÏûºÄÁ¿¡ª¡ªCPUÖÜÆÚ»òÄÚ´æʹÓÃÁ¿¡ª¡ªÀ´¶¨¼ÛµÄ¡£¡£¡£¡£¡£¡±

ËûÅжϣ¬£¬£¬
£¬£¬£¬Êг¡½«ºÜ¿ìǨáãµ½ÖÇÄÜÌå·þÎñģʽ£º

¡°ÕâЩÖÇÄÜÌåÖ¼ÔÚ½â¾öÌض¨Ê¹ÃüºÍÌض¨ÎÊÌ⣬£¬£¬
£¬£¬£¬¶ø¿Í»§Îª×îÖÕЧ¹û¸¶·Ñ¡£¡£¡£¡£¡£¡±

MarkÒ²¸ø³öͬÑùÆ«ÏòµÄÅжϣº

¡°¿Í»§»á˵£ºÎÒ²»ÔÚºõ±¾Ç®£¬£¬£¬
£¬£¬£¬ÎÒ²»ÔÚºõÐèÒª¼¸¶àGPU£¬£¬£¬
£¬£¬£¬ÎÒÖ»ÏëΪЧ¹û¸¶·Ñ¡£¡£¡£¡£¡£µ«×ܵÃÓÐÈËΪËùÓÐÕâЩGPUºÍÊý¾ÝÖÐÐÄÂòµ¥¡£¡£¡£¡£¡£¡±

ÕâÒâζ×Å£¬£¬£¬
£¬£¬£¬¶ÔÔƳ§É̶øÑÔ£¬£¬£¬
£¬£¬£¬ºó¶Ë»ù´¡ÉèÊ©µÄÍÆÀíЧÂʺͱ¾Ç®ÓÅ»¯ÈÔÊÇÒªº¦¡£¡£¡£¡£¡£MarkÌáµ½£¬£¬£¬
£¬£¬£¬DeepSeekÍÆÀíÈí¼þÓÅ»¯°¸ÀýÏÔʾ£¬£¬£¬
£¬£¬£¬¡°Áù¸öÔÂÄÚ£¬£¬£¬
£¬£¬£¬token±¾Ç®½µµÍÁË60%¡±£¬£¬£¬
£¬£¬£¬²¢ÇÒ¡°ÔÚÍêÈ«ÏàͬµÄÓ²¼þÉÏʵÏÖÁ˽üÈý±¶µÄÍÌÍÂÁ¿¡±¡£¡£¡£¡£¡£

Token¡¢Agent¡¢Êý¾Ý¿âʵÀý£ºÐèÇó²àÖ¸±ê×îÏÈÈ¡´ú¼òµ¥Ä£×ÓÐðÊÂ

¹ú¼ÒÐÅÏ¢ÖÐÐĸ±Ö÷ÈÎÊ¢ÀÚÔÚ¿ª³¡Ñݽ²ÖÐÌåÏÖ£¬£¬£¬
£¬£¬£¬ÖÇÄÜÌåÕýÔÚ´Ó¿´·¨×ßÏò¹æÄ£ÂäµØ£¬£¬£¬
£¬£¬£¬È˹¤ÖÇÄÜÒ²ÔÚ´Ó¡°ÄÜ˵»áд¡±ÂõÏò¡°ÄÜ×ö»á¸É¡±¡£¡£¡£¡£¡£

ËûÌá³ö£¬£¬£¬
£¬£¬£¬ÖÇÄܾ­¼Ãʱ´úµÄ½¹µã¼ÆÁ¿·½Ê½ÕýÔÚת±ä£º

¡°¹¤Òµ¾­¼Ã¿´Ç§Íßʱ£¬£¬£¬
£¬£¬£¬»¥ÁªÍø¾­¼Ã¿´Á÷Á¿¡¢¿´±ÈÌØ£¬£¬£¬
£¬£¬£¬µ½ÁËÖÇÄܾ­¼Ãʱ´ú£¬£¬£¬
£¬£¬£¬TokenÕýÔÚ³ÉΪȨºâAIÏÖʵÉú²úÁ¦µÄÖ÷Òª±ê³ß¡£¡£¡£¡£¡£¡±

Ê¢ÀÚÅû¶£¬£¬£¬
£¬£¬£¬ÖйúÈÕ¾ùTokenŲÓÃÁ¿¡°Á½ÄêÄÚÍ»ÆÆ140ÍòÒڴΡ±¡£¡£¡£¡£¡£Ëû»¹ÌåÏÖ£¬£¬£¬
£¬£¬£¬Î´À´ËãÁ¦·þÎñģʽ½«¹ú¼Ê»¯£¬£¬£¬
£¬£¬£¬Ì½Ë÷¡°Àë°¶ËãÁ¦¡¢À´Êý¼Ó¹¤¡¢Token³öº£µÈÐÂÐÎ̬¡±¡£¡£¡£¡£¡£

ÔÚÔÆ×ÊԴʹÓò࣬£¬£¬
£¬£¬£¬°¢ÀïÔÆÊý¾Ý¿âÈÏÕæÈËÑîÐÁ¾ü¸ø³ö¸üÖ±½ÓµÄת±ä£ºÔƵĵÚÒ»Óû§ÕýÔÚ´ÓÈËÄð³ÉÖÇÄÜÌå¡£¡£¡£¡£¡£

ËûÌåÏÖ£¬£¬£¬
£¬£¬£¬DatabricksÊý¾ÝÏÔʾ£¬£¬£¬
£¬£¬£¬¡°80%µÄÊý¾Ý¿âʵÀýÊÇÓÉagentic´´Á¢µÄ£¬£¬£¬
£¬£¬£¬97%µÄ·ÖÖ§ÊÇÓÉagent½¨ÉèµÄ¡±¡£¡£¡£¡£¡£°¢ÀïÔÆÒ²ÊӲ쵽ÀàËÆÇ÷ÊÆ£º

¡°¿­Ê±AGPostgreSQLÊý¾Ý¿â×î½üÊÇÓÐ80%ÊÇÓÉagent½¨ÉèµÄ¡£¡£¡£¡£¡£¡±

¸üÏêϸµÄÊý¾ÝÊÇ£º

¡°ÒÑÍùÕûÕû5Ä꣬£¬£¬
£¬£¬£¬Õû¸öPostgreSQLÊý¾Ý¿â²îδ¼¸´´Á¢ÁË4Íò¸öʵÀý£¬£¬£¬
£¬£¬£¬×î½üÎÒÃÇÔÚÒÑÍùµÄ¼¸¸öÔµ±ÖоͿ´µ½agent½¨ÉèÁ˲îδ¼¸12Íò¸öÊý¾Ý¿â¡£¡£¡£¡£¡£¡±

ÑîÐÁ¾ü³Æ£¬£¬£¬
£¬£¬£¬Agent×ÔÖ÷½¨ÉèÊý¾Ý¿âµÄ»·±ÈÔöËÙµÖ´ï300%¡£¡£¡£¡£¡£Ëû×ܽá˵£º

¡°Êý¾ÝÊÇÔ½À´Ô½³ÉΪһ¸öÆóÒµAIÂäµØµÄ²Æ²úËùÔÚ¡£¡£¡£¡£¡£¡±

°¢ÀïÔÆÍÆKV»º´æ¡¢Agentic FSµÈ»ù´¡ÉèÊ©£¬£¬£¬
£¬£¬£¬³ÆÈ«Õ»AIÔÆ·þÎñ·Ý¶î40.1%

°¢ÀïÔÆÖÇÄܼ¯ÍÅÑз¢¸±×ܲᢵ¯ÐÔÅÌËãÈÏÕæÈËÎâ½áÉúÔÚÑݽ²ÖÐÌåÏÖ£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆÊÇ¡°È«ÇòÉÙÊý¼¸¸ö¾ß±¸È«Õ»AI»ù´¡ÉèÊ©ÄÜÁ¦µÄÔÆ·þÎñÉÌ¡±£¬£¬£¬
£¬£¬£¬ÆäÈ«Õ»ÄÜÁ¦ÁýÕÖIDC¡¢×ÔÑÐÓ²¼þºÍоƬ¡¢ÔƲúÆ··þÎñ¡¢Ç§ÎÊ´óÄ£×ӺͰÙÁ¶ÍÆÀí·þÎñ¡£¡£¡£¡£¡£

ËûÅû¶£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆÈ«Õ»AIÔÆ·þÎñÊг¡·Ý¶îΪ40.1%£¬£¬£¬
£¬£¬£¬²¢³Æ¡°º£ÄÚÖÁÉÙÓÐÒ»°ëµÄ´óÄ£×Ó¹«Ë¾¶¼ÅÜÔÚ°¢ÀïÔÆÉÏÃ桱¡£¡£¡£¡£¡£

ÔÚѵÁ·²à£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆÐû²¼»ùÓÚƽͷ¸çÕæÎäM890 AIоƬ¡¢ICN Switch 1.0оƬºÍÅ;ÃAI³¬µÈ·þÎñÆ÷½ÚµãµÄ¡°³¬½ÚµãʵÀý¡±¡£¡£¡£¡£¡£µ¥¸ö³¬½ÚµãÉèÖÃ64ÕÅ¿¨£¬£¬£¬
£¬£¬£¬¿¨¼ä»¥ÁªËÙÂÊ´ï800GB£¬£¬£¬
£¬£¬£¬Ã¿ÕÅM890оƬÉèÖÃ144GÏԴ棬£¬£¬
£¬£¬£¬ÕûÌ峬½ÚµãÏÔ´æµÖ´ï9TB¡£¡£¡£¡£¡£

Îâ½áÉú³Æ£¬£¬£¬
£¬£¬£¬M890×îÐÂоƬÔÚһЩ´óÄ£×ÓѵÁ·²âÊÔÖУ¬£¬£¬
£¬£¬£¬ÑµÁ·ÐÔÄܽÏÉÏÒ»´ú8101ÌáÉý3±¶¡£¡£¡£¡£¡£

ÔÚÍÆÀí²à£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆÐû²¼ÐµÄKV Cache Store´æ´¢ÏµÍ³£¬£¬£¬
£¬£¬£¬ÒÔÓ¦¶Ô³¤ÉÏÏÂÎÄ¡¢¶àÂÖ¶Ô»°ÏÂKV CacheÊý¾Ý±¬·¢Ê½ÔöÌí¡£¡£¡£¡£¡£Îâ½áÉúÌåÏÖ£¬£¬£¬
£¬£¬£¬¿Í»§POCÑéÖ¤ÖУ¬£¬£¬
£¬£¬£¬KV Cache Store¡°¿ÉÒÔÌá¸ß»º´æÖÀÖÐÂʸߴï20%¡±£¬£¬£¬
£¬£¬£¬´Ó¶ø½µµÍÍÆÀí±¾Ç®¡¢Ìá¸ßÍÆÀíЧÂÊ¡£¡£¡£¡£¡£

Ëû»¹Ìáµ½£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆTokenWorks¿Éʹģ×ÓÉÏÏß¡°´Ó¼¸ÌìϽµµ½¼¸Ê®·ÖÖÓ¡±£»£»£»»ùÓÚÈÝÆ÷µÄÍÆÀí·½°¸¿É½«ÀäÆô¶¯Ê±ÑÓ½µµÍ¸ß´ï90%£¬£¬£¬
£¬£¬£¬²¿·Ö¿Í»§GPUʹÓÃÂÊÌáÉý35%£¬£¬£¬
£¬£¬£¬Ã¿¸öTokenƽ¾ùÊä³öºÄʱ½µµÍ60%¡£¡£¡£¡£¡£

ÃæÏòAgentÔËÐÐʱ£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆÍƳöÇå¾²¸ôÀëɳÏä¡¢Agentic FSµÈÄÜÁ¦¡£¡£¡£¡£¡£Îâ½áÉú³Æ£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆ¿ÉÖ§³Ö¡°Ã¿·ÖÖÓ¿ìËÙÀ­Æð10Íò¼¶±ðɳÏ䡱£¬£¬£¬
£¬£¬£¬µ¥ÇøÓòÖ§³Ö°ÙÍò¼¶É³Ïä¹æÄ££»£»£»ÀäÆô¶¯Ê±¼ä¿É´ï°ÙºÁÃ뼶£¬£¬£¬
£¬£¬£¬ÈÈÆô¶¯Ê±¼äΪ10ºÁÃ뼶¡£¡£¡£¡£¡£

¡°AI±¬·¢²»¿¿Ò»Á½¿ÅоƬ¡±£¬£¬£¬
£¬£¬£¬Æ½Í·¸ç¿ªÔ´SealÈí¼þÕ»

ƽͷ¸ç°ëµ¼Ì帱×ܲø߻ÛÌåÏÖ£¬£¬£¬
£¬£¬£¬ÖÇÄÜÌåÓ¦ÓÃÕýÔÚÖØËÜÊý¾ÝÖÐÐĸºÔØ£¬£¬£¬
£¬£¬£¬¸ßƵЭͬ¡¢¹¤¾ßŲÓᢳ¤ÉÏÏÂÎÄÍÆÀí¶¼ÔÚÌôÕ½ËãÁ¦Ê¹ÓÃÂʺÍTCO¡£¡£¡£¡£¡£

ËýÇ¿µ÷£º

¡°ÕâЩÎÊÌâ¿¿Éý¼¶Ò»¿ÅоƬ¡¢Á½¿ÅоƬÊǽâ¾ö²»Á˵ģ¬£¬£¬
£¬£¬£¬ÐèÒªÔÚϵͳ¼¶×öÕûÌå½â¾ö·½°¸¡£¡£¡£¡£¡£¡±

ƽͷ¸çµÄ»Ø¸²ÊÇËã¡¢´æ¡¢ÍøÈ«Õ»Éý¼¶¡£¡£¡£¡£¡£¸ß»ÛÅû¶£¬£¬£¬
£¬£¬£¬ÕæÎäоƬ×èÖ¹½ñÄê4ÔÂÒѾ­³ö»õ56ÍòƬ£¬£¬£¬
£¬£¬£¬·þÎñ20¶à¸öÐÐÒµ¡¢400¶à¼Ò¿Í»§£¬£¬£¬
£¬£¬£¬³ÉΪ¡°º£ÄÚÓ¦Óó¡¾°×îÆÕ±éµÄAIоƬ¡±¡£¡£¡£¡£¡£

ͬʱ£¬£¬£¬
£¬£¬£¬Æ½Í·¸çÕýʽÐû²¼SealÈí¼þÕ»¿ªÔ´¿ª·Å¡£¡£¡£¡£¡£¸ß»ÛÚ¹ÊÍ£º

¡°AIʱ´úµÄÕæÕý±¬·¢£¬£¬£¬
£¬£¬£¬²»ÊÇÀ´×ÔÓÚijһ¿Å¡¢Ä³Á½¿ÅÕæÕýÇ¿µÄоƬ£¬£¬£¬
£¬£¬£¬¶ø»áÀ´×ÔÒ»Ì׸ü¿ª·Å¡¢¸üЭͬ¡¢¸ü¸ßЧµÄÈ«Õ»ËãÁ¦ÏµÍ³¡£¡£¡£¡£¡£¡±

Ëý»¹¸ø³öÉú̬ÊÊÅäÊý¾Ý£ºGitHubÉÏStar´óÓÚ10µÄÖ÷Á÷AI¿ÍÕ»ÓÐ3277¸ö£¬£¬£¬
£¬£¬£¬SealÒÑÊÊÅäÆäÖÐ3248¸ö£»£»£»Í¬Ê±ÁýÕÖPyTorch¡¢TensorFlow¡¢vLLM¡¢SGLangµÈ260¶à¸öÖ÷Á÷ѵÁ·ÍÆÀí¿ò¼Ü¡£¡£¡£¡£¡£

ÖÇÄÜÌåÂäµØ¹¤Òµ£ºÂú°ï³Æ˾»úʹÓÃÂÊ´Ó15%ÉýÖÁ35%£¬£¬£¬
£¬£¬£¬»õÔ´ÏìÓ¦¿ÉËõÖÁ3-5·ÖÖÓ

Âú°ï¼¯ÍÅAIËã·¨×ܼà¸ßÒÕÃú´ÓÎïÊ¢ÐÐÒµ¸ø³öÁËAgentÂäµØµÄ°¸Àý¡£¡£¡£¡£¡£ËûÌåÏÖ£¬£¬£¬
£¬£¬£¬ÎïÁ÷ƽ̨Agent»¯µÄʵÖÊÊÇ£º

¡°´ÓÈ˲Ù×÷Èí¼þ×ßµ½ÈËÍйÜÄ¿µÄ¡£¡£¡£¡£¡£¡±

ÔÚ»õÔ˳¡¾°ÖУ¬£¬£¬
£¬£¬£¬Ë¾»ú²»ÊÇÀ´APPÉÏ¡°Ë¢»õ¡±£¬£¬£¬
£¬£¬£¬¶øÊÇÓÐÃ÷È·Ä¿µÄ£ºÈ¥ÄÄ¡¢×¬¼¸¶àÇ®¡¢Äܲ»¿É×°¡¢Ô¸²»¿ÏÒâ¿ÕÊ»¡£¡£¡£¡£¡£¸ßÒÕÃú˵£º

¡°Ë¾»úµÄagent²»Êǻظ²Ã¿Ò»¾ä»°£¬£¬£¬
£¬£¬£¬¶øÊÇÒªÃ÷È·ÉÏÏÂÎÄ£¬£¬£¬
£¬£¬£¬Î¬»¤×´Ì¬£¬£¬£¬
£¬£¬£¬°ÑÄ¿µÄת»¯³É¿ÉÖ´ÐеÄÍýÏë¡£¡£¡£¡£¡£¡±

Âú°ïÉÏÏßÏà¹ØAgentϵͳºó£¬£¬£¬
£¬£¬£¬Ë¾»úʹÓÃÂÊ´Ó15%ÌáÉýµ½35%£¬£¬£¬
£¬£¬£¬Ê¹ÓùýÒ»´ÎºóµÄÏ´ÎÁô´æΪ71%¡£¡£¡£¡£¡£Ëû»¹Åû¶£¬£¬£¬
£¬£¬£¬Ë¾»úÌìÌìƽ¾ù»á»¨169·ÖÖÓÔÚƽ̨ÉÏ¿´»õ£¬£¬£¬
£¬£¬£¬¡°»òÐíÊÇ2.5¸öСʱ£¬£¬£¬
£¬£¬£¬ËûÉúÖÀÖеÄ10%¡±¡£¡£¡£¡£¡£

¸ßÒÕÃúÌåÏÖ£¬£¬£¬
£¬£¬£¬ÈôÊÇ°ÙÍò˾»ú¶¼½«Ä¿µÄÍйܸøϵͳ£¬£¬£¬
£¬£¬£¬Æ½Ì¨¹©Ó¦½«¡°·­10±¶¡±£»£»£»»õÔ´·¢³öºóµÄÏìӦʱ¼ä£¬£¬£¬
£¬£¬£¬Ò²ÓÐÍû´ÓÊ®¼¸¶þÊ®·ÖÖÓËõ¶Ìµ½3·ÖÖÓ¡¢5·ÖÖÓ¡£¡£¡£¡£¡£

Ëû×ܽáƽ̨δÀ´ÐÎ̬£º

¡°AgentÈÏÕæ´¦Àí²»È·¶¨ÐÔ£¬£¬£¬
£¬£¬£¬¶ø¹¤³ÌÈÏÕæÖ´ÐÐÈ·¶¨ÐÔ¡£¡£¡£¡£¡£×îºóƽ̨½ç˵ÔõôÑù¿ÉÐŵÄЭ×÷¡£¡£¡£¡£¡£¡±

´ÓDemoµ½Éú²ú£¬£¬£¬
£¬£¬£¬ÆóÒµÐèÒª¡°¿ÉÖÎÀí¡¢¿ÉÉó¼Æ¡¢¿É¸´Óá±µÄAgentƽ̨

°¢ÀïÔÆÖÇÄܼ¯ÍÅÔÆÔ­ÉúÓ¦ÓÃƽ̨ÈÏÕæÈËÖÜçùÖ¸³ö£¬£¬£¬
£¬£¬£¬ÒÑÍùÒ»ÄêÊг¡¿´µ½ÁË´ó×ÚÁîÈËÐ˷ܵÄAgent Demo£¬£¬£¬
£¬£¬£¬µ«¡°DemoºÍÉú²úÖ®¾àÀë×ÅÒ»ÌõºÜÊÇÉîµÄºè¹µ¡±¡£¡£¡£¡£¡£

ËûÒÔΪ£¬£¬£¬
£¬£¬£¬ÆóÒµÕæÕýµÄÌôÕ½²»ÊÇÓÐûÓÐAgent£¬£¬£¬
£¬£¬£¬¶øÊÇÔõÑùÈÃAgent¡°¿ç½ÇÉ«¡¢¿çϵͳ¡¢¿ç½çÏß¡±½øÈëÆóÒµÁ÷³Ì£¬£¬£¬
£¬£¬£¬²¢ÎȹÌЭ×÷¡£¡£¡£¡£¡£

°¢ÀïÔÆÌá³öÆóÒµÖÇÄÜÌåÈý²ã¼Ü¹¹£ºInfra¡¢DesktopºÍPlatform¡£¡£¡£¡£¡£ÆäÖÐInfraÌṩ¿ÉÐÅÔËÐÐÇéÐΣ¬£¬£¬
£¬£¬£¬DesktopÈÃAgent½øÈëÕæʵÊÂÇéÇéÐΣ¬£¬£¬
£¬£¬£¬PlatformÔòÈÏÕæ¹¹½¨¡¢ÖÎÀí¡¢Ð­×÷ºÍ½ø»¯¡£¡£¡£¡£¡£

ÖÜçùÅû¶£¬£¬£¬
£¬£¬£¬ÔÚ°¢ÀïÔÆÔÆÔ­ÉúÍŶÓÄÚ²¿£¬£¬£¬
£¬£¬£¬ÒÑͨ¹ýAgentϵͳ´®Áª¿ªÔ´¿ª·¢¡¢ÖÎÀí¡¢´ðÒɺÍÖÊÁ¿¸ú×Ù¡£¡£¡£¡£¡£ÏÖÔÚÔËÐÐ15¸öAgent£¬£¬£¬
£¬£¬£¬Ìṩ7¡Á24СʱÔÚÏß·þÎñ£¬£¬£¬
£¬£¬£¬¼ç¸º85%µÄÊÖÒÕ´ðÒÉ£¬£¬£¬
£¬£¬£¬Ê¹ÔËÓªÖ§³Öʱ³¤½µµÍ90%£¬£¬£¬
£¬£¬£¬ÐèÇóÏìӦʱ¼ä´Ó7ÌìѹËõÖÁ1Ìì¡£¡£¡£¡£¡£

¡°ÆóÒµ×îÖÕÓµÓеIJ»ÊÇÒ»ÅúAgent£¬£¬£¬
£¬£¬£¬¶øÊÇһ̨һÁ¬Éú²úAgent¡¢Ò»Á¬ÓÅ»¯Ê©Õ¹Æä¼ÛÖµµÄÆóÒµÊÂÇéÁ÷¡£¡£¡£¡£¡£¡±

Ó¦Óý»¸¶²à£ºÃëÎòÍŶӰ桢EnterÇ¿µ÷¡°´ÓÌìÉú´úÂëµ½½»¸¶¼ÛÖµ¡±

ÔÚÓ¦ÓÃÌìÉú²ãÃ棬£¬£¬
£¬£¬£¬°¢Àï°Í°ÍATHÊÂÒµ²¿MASSÓªÒµÏßÃëÎò¸±ÈÏÕæÈËÖܺãÃñÐû²¼ÃëÎòÍŶӰ档¡£¡£¡£¡£ËûÌåÏÖ£¬£¬£¬
£¬£¬£¬ÃëÎò¶¨Î»Îª¡°ÈËÈË¿ÉÓõÄAIÓ¦Óô´×÷ƽ̨¡±£¬£¬£¬
£¬£¬£¬Óû§¿Éͨ¹ý×ÔÈ»ÓïÑÔÌìÉúÍøÕ¾¡¢Ð¡³ÌÐò¡¢APPµÈ£¬£¬£¬
£¬£¬£¬²¢Ò»¼üÐû²¼Îª¿É»á¼ûµÄÉú²ú¼¶Ó¦Óᣡ£¡£¡£¡£

ÖܺãÃñÅû¶£¬£¬£¬
£¬£¬£¬×èÖ¹ÂÛ̳µ±Ì죬£¬£¬
£¬£¬£¬ÌìÌìÓÐÉÏÍòÃûÓû§ÔÚÃëÎòÉÏ´´×÷ºÍÐû²¼£¬£¬£¬
£¬£¬£¬´ó²¿·ÖûÓÐÊÖÒÕÅä¾°£¬£¬£¬
£¬£¬£¬°üÀ¨²úƷ˾Àí¡¢ÔËÓª¡¢ÏÈÉú¡¢Ñ§Éú¡¢Éè¼ÆʦºÍ´´ÒµÕß¡£¡£¡£¡£¡£

ÍŶӰæÔò½â¾öÆóÒµÌåÌùµÄͳһ²É¹º¡¢×ÊÔ´¹²Ïí¡¢×ʲúת½»¡¢È¨ÏÞÖÎÀíºÍÍŶÓЭͬÎÊÌâ¡£¡£¡£¡£¡£ÖܺãÃñ³Æ£º

¡°ÃëÎòÍŶӰæÍê³ÉµÄÊÇ´Ó¸öÈ˹¤¾ßµ½×éÖ¯Éú²úÁ¦Æ½Ì¨µÄÉý¼¶¡£¡£¡£¡£¡£¡±

Andr Pro²úÆ·ÈÏÕæÈËÁú¶«ºãÔò´Ó¡°Delivery Agent¡±½Ç¶ÈÇ¿µ÷£¬£¬£¬
£¬£¬£¬ÌìÉú´úÂëÖ»ÊǵÚÒ»²½£¬£¬£¬
£¬£¬£¬ÕæÕýµÄӪҵϵͳ»¹ÐèÒªÊý¾Ý¡¢°²ÅÅ¡¢È¨ÏÞ¡¢Çå¾²ºÍÒ»Á¬ÔËÓª¡£¡£¡£¡£¡£

¡°ÈË¿ÉÒÔ²»¶®Infra£¬£¬£¬
£¬£¬£¬µ«Agent±ØÐè¸ü¶®Infra¡£¡£¡£¡£¡£¡±

ÔÚËû¿´À´£¬£¬£¬
£¬£¬£¬Óû§Ëµ¡°°ïÎÒ×öÒ»¸öµã²Ëϵͳ¡±£¬£¬£¬
£¬£¬£¬AgentÒª×öµÄ²»µ«ÊÇ°ÑÍøÒ³×ö³öÀ´£¬£¬£¬
£¬£¬£¬»¹Òª¡°°ÑÊý¾Ý¿â´îÆðÀ´¡¢ÓòÃû·ÖÅäºÃ¡¢ÍøÕ¾°²ÅÅÍꡱ¡£¡£¡£¡£¡£Ëû×ܽ᣺

¡°Coding Agent¸ü¹Ø×¢´úÂ룬£¬£¬
£¬£¬£¬¶øDelivery Agent¸ü¹Øעȫ¾Ö¡£¡£¡£¡£¡£¡±

Çå¾²³ÉΪ¹æÄ£»£»£»¯Ìõ¼þ£º½ü40% AgentÏîÄ¿»òÒòÇå¾²·çÏÕʧ°Ü

°¢ÀïÔÆÖÇÄܼ¯ÍÅÔÆÇå¾²²úÆ·ÈÏÕæÈË×£½¨Ô¾ÌáÐÑ£¬£¬£¬
£¬£¬£¬AgentÔ½×ÔÖ÷£¬£¬£¬
£¬£¬£¬Çå¾²½çÏßÔ½Ö÷Òª¡£¡£¡£¡£¡£ËûÌåÏÖ£¬£¬£¬
£¬£¬£¬»úеÉí·ÝÊýÄ¿ÒѾ­Áè¼ÝÈËÀ࣬£¬£¬
£¬£¬£¬ÆóÒµÕý´¦ÔÚÈËÓëAgent¹²ÉúµÄÇéÐÎÖС£¡£¡£¡£¡£

ËûÒýÓÃÊý¾Ý³Æ£¬£¬£¬
£¬£¬£¬57%µÄÆóÒµÒѾ­°²ÅÅAgent£¬£¬£¬
£¬£¬£¬µ«GartnerÔ¤¼Æ£¬£¬£¬
£¬£¬£¬½ü40%µÄÏîÄ¿»áÓÉÓÚÇå¾²·çÏչܿØÎÊÌâʧ°Ü¡£¡£¡£¡£¡£

×£½¨Ô¾Ç¿µ÷£º

¡°AgentÇå¾²ÔÚµ±Ï²»ÔÙÊÇÒ»¸ö¿ÉÑ¡Ï£¬£¬
£¬£¬£¬ËüÊÇÓªÒµÉú³¤µ±ÖеıØÑ¡Ï£¬£¬
£¬£¬£¬·ñÔòÄãµÄAgentÖ»»á³ÉΪһ¸ö׼ʱµÄÕ¨µ¯¡£¡£¡£¡£¡£¡±

°¢ÀïÔÆÌá³öInfra²ã¡¢Ä£×ÓÍÆÀí·þÎñ²ã¡¢AgentÓ¦ÓòãÈý²ãͳһ·À»¤£¬£¬£¬
£¬£¬£¬²¢Ðû²¼AgentÇå¾²ÖÐÐÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬°üÀ¨×ʲúʶ±ð¡¢Îó²î¼ì²â¡¢AI Red Team¡¢ÔËÐÐʱÇå¾²¡¢ÈÕÖ¾ËÝÔ´µÈ¡£¡£¡£¡£¡£×£½¨Ô¾³Æ£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆÒÑÉÏÏß150ÏîÕë¶ÔAgentÎó²îµÄ¼ì²âÄÜÁ¦£¬£¬£¬
£¬£¬£¬²¢½«ÔËÐÐʱÇå¾²ÄÜÁ¦ÈÚÈë°ÙÁ¶ºÍAIÇå¾²Íø¹Ø£¬£¬£¬
£¬£¬£¬È«Á´Â·ÑÓʱ¿ØÖÆÔÚ100-120ºÁÃëÒÔÄÚ¡£¡£¡£¡£¡£

ÒÔÏÂÊÇÂÛ̳ʵ¼

Ö÷³ÖÈË 00:01Ò»´Î¶ÔЧÂʵÄ˼Ë÷£¬£¬£¬
£¬£¬£¬´úÂë×é³ÉÁË×î³õµÄ̽Ë÷¡£¡£¡£¡£¡£Ò»´Î¶Ô»úеÁé»êµÄ³©Ï룬£¬£¬
£¬£¬£¬ÈÃÓâÔ½ÓÐÁË¿ÉÄÜ¡£¡£¡£¡£¡£µ± Token ±¬·¢£¬£¬£¬
£¬£¬£¬µ±×ÔÖ÷Ðж¯ÊµÏÖ£¬£¬£¬
£¬£¬£¬ÓÚÊǽø»¯×îÏÈ¡£¡£¡£¡£¡£³ÉΪÁËÖ¸»Ó¼Ò£¬£¬£¬
£¬£¬£¬Ö¸»ÓÒ»¸ö¸ö¹è»ùµÄÍ·ÄÔ¡£¡£¡£¡£¡£³ÉΪÁËѧÕߣ¬£¬£¬
£¬£¬£¬¸üרҵ£¬£¬£¬
£¬£¬£¬³ýÁËknowledge£¬£¬£¬
£¬£¬£¬»¹ÓµÓÐÁËskills¡£¡£¡£¡£¡£µ±½ø»¯ÂÝÐýÉÏÉý£¬£¬£¬
£¬£¬£¬ÖÇÄÜÒ»Á¬½ø»¯£¬£¬£¬
£¬£¬£¬¾ÍÔÚÿһÌ죬£¬£¬
£¬£¬£¬ÔÚÿһ´¦Éú²úÁ¦ËùÐèµÄµØ·½£¬£¬£¬
£¬£¬£¬ÔÚÏÖÔÚ½ø»¯¡£¡£¡£¡£¡£Ö÷³ÖÈË 01:09½Ó´ýÀ´µ½ Agentic ʱ´ú£¡Ö÷³ÖÈË 01:17½Ó´ýÀ´µ½ 2026 ÌìÏÂÈ˹¤ÖÇÄÜ´ó»á£¬£¬£¬
£¬£¬£¬ÓÉ°¢ÀïÔÆÖ÷ÀíµÄ Agentic Cloud ÖÇÄÜÌåʱ´úµÄ»ù´¡ÉèÊ©ÂÛ̳¡£¡£¡£¡£¡£µ±ÖÇÄÜÌå³ÉΪÔÆÅÌËãµÄµÚÒ»Óû§£¬£¬£¬
£¬£¬£¬»ù´¡ÉèÊ©µÄÿһ´Î½ø»¯£¬£¬£¬
£¬£¬£¬¶¼ÔÚÖØËÜ AI ÓëÌìϽ»»¥µÄ·½Ê½¡£¡£¡£¡£¡£½ñÌìÎÒÃÇΧÈÆÖÇÄÜÌåÔ­ÉúµÄÔÆ¡¢ AI Ô­ÉúµÄÔÆ¡¢Çå¾²µÈÎå´óÒéÌâÕö¿ªÊÖÒÕ²ð½âÓë¶Ô»°£¬£¬£¬
£¬£¬£¬Õ¹ÏÖ AI È«Õ»ÄÜÁ¦ÔõÑùÇý¶¯ Agent ÂäµØǧÐаÙÒµ¡£¡£¡£¡£¡£Ê×ÏÈÓÐÇë¹ú¼ÒÐÅÏ¢ÖÐÐĸ±Ö÷ÈÎÊ¢ÀÚ´øÀ´¿ª³¡Ñݽ²£¬£¬£¬
£¬£¬£¬ÖÇÄÜÌåÊÖÒÕµÄÐÂÀ˳±Óëлù×ù£¬£¬£¬
£¬£¬£¬ÕÆÉù½Ó´ý£¡

¹ú¼ÒÐÅÏ¢ÖÐÐĸ±Ö÷ÈÎÊ¢ÀÚ£ºÌ½Ë÷¡°Àë°¶ËãÁ¦¡¢À´Êý¼Ó¹¤¡¢ Token³öº£¡±µÈÐÂÐÎ̬

Ê¢ÀÚ 02:13×ðÖصÄÁÐλÀ´±ö£¬£¬£¬
£¬£¬£¬ºÜÊÇÐË·ÜÓë¸÷ÈËÏà¾ÛÉϺ££¬£¬£¬
£¬£¬£¬ÔÚÕâÀïÅäºÏ̽ÌÖÈ˹¤ÖÇÄܵÄʱ´úÖ®ÎÊ¡£¡£¡£¡£¡£Éú³¤Ö®ÎÊ¡£¡£¡£¡£¡£×ÜÊé¼ÇÇ¿µ÷£¬£¬£¬
£¬£¬£¬È˹¤ÖÇÄÜ×÷ΪÒýÁìÐÂÒ»ÂֿƼ¼¸ïÃüºÍ¹¤ÒµÀå¸ïµÄÕ½ÂÔÐÔÊÖÒÕ£¬£¬£¬
£¬£¬£¬Éî¿Ì¸Ä±äÈËÀàÉú±¬·¢ÑÄ·½Ê½¡£¡£¡£¡£¡£Î§ÈÆÈ˹¤ÖÇÄÜÉú³¤£¬£¬£¬
£¬£¬£¬ÎÒ¹úʼÖÕ¼á³Öϵͳ½á¹¹¡¢·Öҵʩ²ß¡¢¿ª·Å¹²Ïí¡¢Çå¾²¿É¿Ø£¬£¬£¬
£¬£¬£¬ÍƸÐÈ˹¤ÖÇÄÜÓë¾­¼ÃÉç»á¸÷ÁìÓòÉî¶ÈÈںϣ¬£¬£¬
£¬£¬£¬¿ª´´ÁËÈ˹¤ÖÇÄܼÓÅÉú³¤µÄÐÂʱÊÆ¡£¡£¡£¡£¡£

Ê¢ÀÚ 02:59½ñÌ죬£¬£¬
£¬£¬£¬µ±ÖÇÄÜÌå´Ó¿´·¨ÈÈÒé×ßÏò¹æÄ£ÂäµØ£¬£¬£¬
£¬£¬£¬µ±È˹¤ÖÇÄÜ´ÓÄÜ˵»áдÂõÏòÄÜ×ö»á¸É£¬£¬£¬
£¬£¬£¬ÎÒÃÇÃæÁÙÒ»¸öÒªº¦ÎÊÌ⣬£¬£¬
£¬£¬£¬ÒÔÖÇÄÜÌåΪ´ú±íµÄÈ˹¤ÖÇÄÜÊÖÒÕ»áÏÆÆðÔõÑùµÄÀå¸ï£¿
£¿¶øÖ§³ÖÕⳡÀå¸ïµÄ»ù´¡ÊÇ·ñÒѾ­Í£µ±£¿
£¿ÎÒÏëÖØÐÂÀ˳±ºÍлù×ùÁ½¸öά¶ÈÀ´·ÖÏíÎÒµÄ˼Ë÷¡£¡£¡£¡£¡£»£»£»ØÍûÀúÊ·£¬£¬£¬
£¬£¬£¬´ÓÔçÆڵķûºÅϵͳµ½Ç¿»¯Ñ§Ï°£¬£¬£¬
£¬£¬£¬ÔÙµ½´óÓïÑÔÄ£×ÓÇý¶¯µÄÖÇÄÜÌ壬£¬£¬
£¬£¬£¬ÊÖÒÕµü´úµÄ½Ú×àÒ»Ö±¼ÓËÙ¡£¡£¡£¡£¡£½ñÌìµÄÖÇÄÜÌåÒѳÉΪÁËÓÐÍýÏëÄÜÁ¦¡¢»áŲÓù¤¾ß¡¢ÄÜ×ÔÖ÷Ö´ÐеÄÊý×ÖÀͶ¯Õß¡£¡£¡£¡£¡£Õâ²»Êǹ¦Ð§²ãÃæµÄ¼òÆÓµþ¼Ó£¬£¬£¬
£¬£¬£¬¶øÊÇÉú³¤·¶Ê½µÄÉî²ãԾǨ£¬£¬£¬
£¬£¬£¬ÆäÓ°ÏìÊÇÈ«·½Î»µÄ¡£¡£¡£¡£¡£ÔÚ¹¤Òµ¶Ë£¬£¬£¬
£¬£¬£¬ÖÇÄÜÔ­ÉúÕýÔÚÖع¹¼ÛÖµ´´Á¢µÄÂß¼­¡£¡£¡£¡£¡£ÖÇÄÜÔ­Éú²»ÊǸø¹Å°å²úÆ·¼ÓÒ»¸ö AI ¹¦Ð§£¬£¬£¬
£¬£¬£¬¶øÊÇ´ÓÉè¼ÆÖ®³õ¾ÍÒÔÈ˹¤ÖÇÄÜΪ½¹µãÒýÇæ¡£¡£¡£¡£¡£Êý¾ÝÇý¶¯½ø»¯£¬£¬£¬
£¬£¬£¬Ï½µµÍ¬Ðøµü´ú£¬£¬£¬
£¬£¬£¬ÖÇÄÜÔ­ÉúÆóÒµ´ßÉúÖÇÄÜÔ­Éú²úÆ·£¬£¬£¬
£¬£¬£¬ÖÇÄÜÔ­Éú²úÆ·ÔÐÓýÖÇÄÜÔ­ÉúµÄÏûºÄ£¬£¬£¬
£¬£¬£¬Ò»ÌõȫеļÛÖµÁ´ÌõÕýÔÚÖð²½Ðγɡ£¡£¡£¡£¡£Ê¢ÀÚ 04:25ÅãͬÖÇÄÜÔ­Éú¶øÀ´µÄÊÇ Token ¾­¼ÃµÄÑÜÉú¡£¡£¡£¡£¡£¹¤Òµ¾­¼Ã¿´Ç§Íßʱ£¬£¬£¬
£¬£¬£¬»¥ÁªÍø¾­¼Ã¿´Á÷Á¿¡¢¿´±ÈÌØ£¬£¬£¬
£¬£¬£¬µ½ÁËÖÇÄܾ­¼Ãʱ´ú£¬£¬£¬
£¬£¬£¬ Token ÕýÔÚ³ÉΪȨºâ AI ÏÖʵÉú²úÁ¦µÄÖ÷Òª±ê³ß¡£¡£¡£¡£¡£ÖйúÈÕ¾ù Token ŲÓÃÁ¿Á½ÄêÄÚÍ»ÆÆ 140 ÍòÒڴΣ¬£¬£¬
£¬£¬£¬Õâ¸öÊý×ֵı³ºóÊÇÅÉú³¤µÄ¡£¡£¡£¡£¡£Ê¢ÀÚ 04:52Ç¿¾¢Âö²«¡£¡£¡£¡£¡£ÔÚÉç»á²à£¬£¬£¬
£¬£¬£¬ÕⳡÀ˳±Ò²ÕýÔÚÖØËÜÉç»áÔËÐеÄÐÎ̬£¬£¬£¬
£¬£¬£¬ÈË»ú¹²ÉúÕýÔÚ´Ó¿´·¨×ßÏòÏÖʵ£¬£¬£¬
£¬£¬£¬»úе²»ÔÙÊǿẮµÄÉú²ú¹¤¾ß£¬£¬£¬
£¬£¬£¬¶øÊǾ߱¸¹²ÇéÊôÐԵġ£¡£¡£¡£¡£Êý×Öͬ°é£¬£¬£¬
£¬£¬£¬¹¤³§³µ¼äÀï¡¢Ò½ÔºÕïÊÒÖС¢Ð£Ô°¿ÎÌÃÉÏ¡¢ÉçÇø½ÖÏï¼ä£¬£¬£¬
£¬£¬£¬ÐéʵÈںϵĽçÏßÕýÔÚÏûÈÚ£¬£¬£¬
£¬£¬£¬¸ÐÖª½»»¥µÄ±ÚÀÝÒ»Á¬Ïû½â£¬£¬£¬
£¬£¬£¬ÈË»ú¹²ÉúµÄÉç»áͼ¾°ÕýÔÚÏòÎÒÃÇ·ºÆ𡣡£¡£¡£¡£Ê¢ÀÚ 05:35·ÅÑÛÈ«Çò£¬£¬£¬
£¬£¬£¬ÕⳡÀ˳±»¹ÔÚÖØËÜÈ«Çò¹¤ÒµµÄÃûÌ㬣¬£¬
£¬£¬£¬´Ó·þÎñÓÃÖÇ¡¢ÐÐÒµ¸»ÖÇ£¬£¬£¬
£¬£¬£¬µ½²úÆ·ÔØÖÇ¡¢Ô­ÉúÊýÖÇ¡£¡£¡£¡£¡£ËÄÀ๤ҵ³öº£Ä£Ê½²ã²ãµÝ½ø£¬£¬£¬
£¬£¬£¬´ÓÎïÀí»õÎïÉÌÒµµ½ÊýÖÇ·þÎñÉÌÒµ£¬£¬£¬
£¬£¬£¬´ÓÖÆÖÆÆ·Êä³öµ½ÖÆÔìÄÜÁ¦Êä³ö£¬£¬£¬
£¬£¬£¬´Ó½ÓÈëÈ«Çò¹¤ÒµÁ´µ½½ç˵ȫÇò¼ÛÖµÁ´£¬£¬£¬
£¬£¬£¬´ÓÆóÒµµ¥±ø³öº£µ½ÄÜÁ¦ÏµÍ³³öº££¬£¬£¬
£¬£¬£¬ËÄÖØÈ«ÇòÉú³¤Ç±Á¦Ò»Á¬µÄÊÍ·Å£¬£¬£¬
£¬£¬£¬ÎÒÃÇÕýÔÚÒÔÖÇÄÜÊÖÒÕΪȫÇòÉú³¤Ð¢Ë³Êµ×ÅʵÔÚµÄÖйúʵÁ¦¡£¡£¡£¡£¡£Ê¢ÀÚ 06:16ÖÇÄÜÌåʱ´ú¶ÔËãÁ¦»ù´¡ÉèÊ©Ìá³öµÄÐèÇóÊÇÇ㸲ÐԵġ£¡£¡£¡£¡£¸üÖǻ۵ÄÖÇÄÜÌåµÄ±³ºó£¬£¬£¬
£¬£¬£¬ÊDzÎÊý¹æÄ£Ö¸ÊýÅÊÉýµÄ´óÄ£×Ó£¬£¬£¬
£¬£¬£¬ÑµÁ·ÓëÍÆÀíµÄËãÁ¦ÐèÇóº£Á¿ÔöÌí£¬£¬£¬
£¬£¬£¬ËãÁ¦»ù´¡ÉèÊ©µÄÊÖÒÕÉý¼¶Óë¹æÄ£»£»£»¯½á¹¹ÆÈÔÚü½Þ¡£¡£¡£¡£¡£ËãÁ¦ÊÇÊý×Ö¾­¼Ãʱ´úµÄÉú²úÁ¦£¬£¬£¬
£¬£¬£¬ËãÁ¦ÍøÊÇÖ§³ÖÊý×Ö¾­¼Ã¸ßÖÊÁ¿Éú³¤µÄÒªº¦»ù´¡ÉèÊ©¡£¡£¡£¡£¡£Öйú½üÄê¼ÓËÙ¹¹½¨ÌìÏÂÒ»Ì廯ËãÁ¦Íø¡£¡£¡£¡£¡£ÐγÉÒÔ°Ë´ó¹ú¼ÒËãÁ¦ÊàŦ¡¢ 10 ¸ö¹ú¼ÒËãÁ¦¼¯Èº¡£¡£¡£¡£¡£Èý¸öËãµçЭͬÉú³¤ÇøÓòΪÖصãµÄ 8 + 10 + 3 ËãÁ¦¿Õ¼ä½á¹¹£¬£¬£¬
£¬£¬£¬ÌìÏÂËãÁ¦»ù´¡ÉèÊ©×ÜÁ¿¹æÄ£¿
£¿ìËÙÔöÌí£¬£¬£¬
£¬£¬£¬ËãµçЭͬÉîÈëÍƽø£¬£¬£¬
£¬£¬£¬ËãÍøÈںϼÓËÙÉú³¤¡£¡£¡£¡£¡£Ê®ÎåÍýÏë¸ÙÒª½«ÌìÏÂÒ»Ì廯ËãÁ¦ÍøÁÐÈë 109 ÏîÖش󹤳̣¬£¬£¬
£¬£¬£¬ËãÁ¦ÍøÓëË®Íø¡¢µçÍøµÈ²¢ÁÐÁùÕÅÍø£¬£¬£¬
£¬£¬£¬½ñÄêµÄͶ×ʹæÄ£Áè¼Ý7ÍòÒÚÔª¡£¡£¡£¡£¡£Ê¢ÀÚ 07:29ÃæÏòδÀ´£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒªÕÆÎÕÎå¸öÉú³¤Ç÷ÊÆ¡£¡£¡£¡£¡£Ò»ÊÇÖÇËãÖÐÐĽ¨É輯Լ»¯£¬£¬£¬
£¬£¬£¬Æƽâ AI ËãÁ¦»ÄµÄÏÖʵÄÑÌâ¡£¡£¡£¡£¡£¶þÊÇÇøÓòËãÁ¦½á¹¹Ð­Í¬»¯£¬£¬£¬
£¬£¬£¬ÊµÏÖÌìÏÂËãÁ¦¶¯Ì¬Æ½ºâµ÷Àí¡£¡£¡£¡£¡£ÈýÊÇËãÁ¦ÉèÊ©Éú³¤ÂÌÉ«»¯£¬£¬£¬
£¬£¬£¬ÈÃËãÁ¦ÔËÐиúÉÏ˫̼ĿµÄ³ÌÐò¡£¡£¡£¡£¡£ËÄÊÇËãÁ¦¹©Ó¦·þÎñÆջݻ¯£¬£¬£¬
£¬£¬£¬´òÔìÊý×Öʱ´úµÄÐÂÊÐÕò¡£¡£¡£¡£¡£ÎåÊÇËãÁ¦·þÎñģʽ¹ú¼Ê»¯£¬£¬£¬
£¬£¬£¬Ì½Ë÷Àë°¶ËãÁ¦¡¢À´Êý¼Ó¹¤¡¢ Token ³öº£µÈÐÂÐÎ̬¡£¡£¡£¡£¡£Í¬Ê±£¬£¬£¬
£¬£¬£¬ÒªÍ³³ïºÃÎå¸ö¹Øϵ¡£¡£¡£¡£¡£¼æ¹ËÈ«¾Öͳ³ïÓëÇøÓòЭͬ£¬£¬£¬
£¬£¬£¬ËãÁ¦¹©Ó¦ÓëÁ¢ÒìÓ¦Ó㬣¬£¬
£¬£¬£¬ÊÖÒÕÇ°Õ°ÓëÆջݷþÎñ£¬£¬£¬
£¬£¬£¬¹æÄ£½¨ÉèÓë¸ßЧÔËÓª£¬£¬£¬
£¬£¬£¬×ÔÖ÷¿É¿ØÓ뿪·Å¼æÈÝ£¬£¬£¬
£¬£¬£¬×ß³öÒ»Ìõ¾ßÓÐÖйúÌØÉ«µÄËãÁ¦Éú³¤õ辶¡£¡£¡£¡£¡£Ê¢ÀÚ 08:29ÁÐλͬÈÊ£¬£¬£¬
£¬£¬£¬ÕâÊÇÒ»³¡Éî¿ÌµÄÊÖÒÕÀå¸ï£¬£¬£¬
£¬£¬£¬À˳±Ö®ÏÂûÓÐÈËÊÇÅÔ¹ÛÕߣ¬£¬£¬
£¬£¬£¬»ù×ùÖ®ÉÏÈËÈ˶¼Êǽ¨ÉèÕß¡£¡£¡£¡£¡£½ñÄêÀ´£¬£¬£¬
£¬£¬£¬¹ú¼ÒÐÅÏ¢ÖÐÐÄÈ«·½Î»¡¢ÉîÌõÀí¡¢ÏµÍ³ÐÔ¿ªÕ¹È˹¤ÖÇÄÜÉú³¤Õ½ÂÔÍýÏë¡¢Õþ²ßÑо¿¡£¡£¡£¡£¡£ÍƽøÊÖÒÕ¡¢Éú̬¡¢ÐÎÊÆÆÊÎöºÍÑÐÅУ¬£¬£¬
£¬£¬£¬ÎÒÃǽ«Ê¼ÖÕÓë¹ú¼ÒÕ½ÂÔͬƵ£¬£¬£¬
£¬£¬£¬Ó빤ҵÉú³¤¹²Õñ£¬£¬£¬
£¬£¬£¬ÅäºÏÍƶ¯ÖйúÈ˹¤ÖÇÄÜÊÂÒµÐÐÎÈÖÂÔ¶£¬£¬£¬
£¬£¬£¬Ð»Ð»¸÷ÈË£¡

°¢Àï°Í°ÍATHÊÂÒµ²¿MASS ÓªÒµÏßÃëÎò¸±ÈÏÕæÈËÖܺãÃñ£º°¢ÀïÐû²¼AI´´×÷ƽ̨¡°ÃëÎò¡±ÍŶӰ棬£¬£¬
£¬£¬£¬¡°Íê³É´Ó¸öÈ˹¤¾ßµ½×éÖ¯Éú²úÁ¦Æ½Ì¨µÄÉý¼¶¡±

Ö÷³ÖÈË 09:20ллʢÀÚ¸±Ö÷ÈΣ¬£¬£¬
£¬£¬£¬½ÓÏÂÀ´½øÈë²úÆ·ÖØ°õÐû²¼»·½Ú£¬£¬£¬
£¬£¬£¬ÓÐÇë°¢Àï°Í°Í ATH ÊÂÒµ²¿ MASS ÓªÒµÏßÃëÎò¸±ÈÏÕæÈËÖܺãÃñ£¬£¬£¬
£¬£¬£¬ÕÆÉù½Ó´ý¡£¡£¡£¡£¡£ÖܺãÃñ 09:45ÁÐλÀ´±ö£¬£¬£¬
£¬£¬£¬¸÷ÈËÉÏÎçºÃ£¡½ñÌìºÜÊÇÐË·ÜΪ¸÷ÈËÏÈÈÝÃëÎò£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÎÒÃǼ´½«ÍƳöµÄÃëÎòÍŶӰ档¡£¡£¡£¡£ÒÑÍù¼¸Ä꣬£¬£¬
£¬£¬£¬´óÄ£×ÓÊÖÒÕ·ÉËÙÉú³¤£¬£¬£¬
£¬£¬£¬¸÷ÈËÒ²ÒѾ­²»ÔÙÖª×ãÓÚÓë AI ̸Ì죬£¬£¬
£¬£¬£¬¶øÊÇÏ£ÍûËûÃÇÄܹ»°ïÎÒÃÇÍê³É¸ü¶àµÄÊÂÇ飬£¬£¬
£¬£¬£¬ÉõÖÁ³ÉΪ¿­Ê±AGÊý×ÖÔ±¹¤¡£¡£¡£¡£¡£ÎÒÃÇÒ²Ò»Ö±ÔÚ˼Ë÷¡£¡£¡£¡£¡£»£»£»ùÓÚ¿­Ê±AGÌص㣬£¬£¬
£¬£¬£¬¿ÉÒÔÌṩһ¿îʲôÑùµÄ²úÆ·£¬£¬£¬
£¬£¬£¬Äܹ»ÈÃÓû§µÄÏë·¨¿ìËÙµÄʵÏÖ£¬£¬£¬
£¬£¬£¬Äܹ»Äð³ÉÕæÕý¿ÉÒÔÂíÉÏÉÏÏßʹÓõÄÓ¦Óᣡ£¡£¡£¡£Õâ¾ÍÊÇÃëÎò½µÉúµÄ³õÖ¾¡£¡£¡£¡£¡£ÖܺãÃñ 10:18ÎÒÃÇ°ÑÃëÎò½ç˵ΪÈËÈË¿ÉÓÃµÄ AI Ó¦Óô´×÷ƽ̨£¬£¬£¬
£¬£¬£¬ËüÌṩÁ˼¸Ïî½¹µãµÄÄÜÁ¦¡£¡£¡£¡£¡£Ê×ÏÈÊÇÈ«Õ»µÄÌìÉúÄÜÁ¦£¬£¬£¬
£¬£¬£¬Óû§Ö»ÐèҪͨ¹ý×ÔÈ»ÓïÑÔ¸úËü½»»¥£¬£¬£¬
£¬£¬£¬¾Í¿ÉÒÔ¿ìËÙµÄÌìÉúÍøÕ¾¡¢Ð¡³ÌÐò¡¢ APP µÈ¡£¡£¡£¡£¡£Í¬Ê±Í¨¹ýÎÞ·ìµÄ½ÓÈë°¢ÀïÔƵĵײã×ÊÔ´£¬£¬£¬
£¬£¬£¬ÃëÎòÄܹ»Ò»Õ¾Ê½µÄ¼¯³ÉÇ°ºó¶ËÊý¾Ý¿â¡£¡£¡£¡£¡£µÇ¼ÈÏÖ¤¡¢ AI ´óÄ£×ÓµÈÄÜÁ¦£¬£¬£¬
£¬£¬£¬Öª×ã²î±ð³¡¾°µÄÐèÇ󡣡£¡£¡£¡£ÖܺãÃñ 10:44Æä´Î£¬£¬£¬
£¬£¬£¬ÃëÎòÌṩÁ˼«ËÙÌìÉúµÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬Í¨Ì«¹ýȺģʽ£¬£¬£¬
£¬£¬£¬ÎÒÃÇ¿ÉÒÔ°ÑÖØ´óµÄʹÃü²ð½â³É¿É²¢ÐеÄ×ÓʹÃü£¬£¬£¬
£¬£¬£¬¶à¸ö agent Эͬ¿ìËÙµÄÑз¢£¬£¬£¬
£¬£¬£¬´ó·ùµÄËõ¶Ì¿ª·¢Ê±¼ä¡£¡£¡£¡£¡£»£»£ÉÐÓкÜÖ÷ÒªµÄÒ»µãÊÇÒ»¼üÐû²¼µÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬Ðí¶à AI ¹¤¾ß¿ÉÄÜÊÇ¿ÉÒÔ×ÊÖú¸÷ÈËÍê³É´úÂëµÄ׫д£¬£¬£¬
£¬£¬£¬¿ÉÊÇÄØ£¬£¬£¬
£¬£¬£¬ÀëÕæÕýµÄÐû²¼ÉÐÓÐÐí¶àµÄÊÂÇéÒª×ö¡£¡£¡£¡£¡£¶øÃëÎòÔÚÌìÉúÓ¦ÓÃÖ®ºó£¬£¬£¬
£¬£¬£¬Äܹ»Í¨¹ýÒ»¼üÐû²¼£¬£¬£¬
£¬£¬£¬ÈÃÓ¦ÓÿìËÙµÄÉÏÏߣ¬£¬£¬
£¬£¬£¬Äð³É¿ÉÒÔÕæÕý»á¼ûµÄÉú²ú¼¶Ó¦Óᣡ£¡£¡£¡£ÏÂÃæÇë¸÷ÈË¿´Ò»¸öС¶ÌƬ¡£¡£¡£¡£¡£ÖܺãÃñ 12:10ͨ¹ýÊʲŵÄÏÈÈÝ£¬£¬£¬
£¬£¬£¬ÏàП÷È˶ÔÃëÎòµÄ»ù±¾ÄÜÁ¦ÓÐÁËÒ»¸ö»òÐíµÄÏàʶ¡£¡£¡£¡£¡£³ýÁËÓû§¿ÉÒÔÖ±½Ó»á¼ûµÄÍøÒ³¶ËÒÔÍ⣬£¬£¬
£¬£¬£¬ÎÒÃÇ»¹½«ÃëÎòÒ»¼ü°²ÅŵÄÄÜÁ¦¿ª·Å³öÀ´£¬£¬£¬
£¬£¬£¬ÍƳöÁËÃëÎòCLI¡£¡£¡£¡£¡£Ò»¸ö¸ø agent ʹÓõÄÏÂÁîÐй¤¾ß¡£¡£¡£¡£¡£Ðí¶àÓû§¿ÉÄÜÒѾ­Ï°¹ßͨ¹ýÖÖÖÖ agent È¥¿ª·¢Ó¦Ó㬣¬£¬
£¬£¬£¬ºÃ±ÈCoder¡¢ Codex µÈ¡£¡£¡£¡£¡£¿ÉÊÇ¿ª·¢Íê³ÉÖ®ºó£¬£¬£¬
£¬£¬£¬ÈÔÈ»ÊDZ£´æÓÚÍâµØµÄÏîÄ¿£¬£¬£¬
£¬£¬£¬ÀëÕæÕýµÄÉÏÏßÉÐÓÐÐí¶àÊÂÇéÒª×ö¡£¡£¡£¡£¡£¶øÃëÎòµÄ CLI Ï£Íû×ÊÖú agent Íê³ÉÓ¦ÓõĽ¨Éèµ½Ðû²¼µÄ×îºóÒ»¹«Àï¡£¡£¡£¡£¡£Í¨¹ýÒýÈëÃëÎòCLI£¬£¬£¬
£¬£¬£¬Óû§¿ÉÒÔʹÓÃ×Ô¼ºÊìϤµÄ agent ¾ÙÐпª·¢£¬£¬£¬
£¬£¬£¬ÔÙʹÓÃÒ»Ìõ×ÔÈ»ÓïÑÔµÄÖ¸Á£¬£¬
£¬£¬£¬¾Í¿ÉÒÔÍêÓñ³ÉÕ»Ó¦ÓõÄ×Ô¶¯»¯°²ÅÅ¡£¡£¡£¡£¡£²¢ÇÒÎÒÃÇ»¹ÎªÓ¦ÓÃÌṩÁËÃâ·ÑµÄ¹«ÍøÓòÃû£¬£¬£¬
£¬£¬£¬ÈÃÓû§ÕæÕý×öµ½Ðû²¼¡£¡£¡£¡£¡£¾Í¿ÉÒÔʹÓ㬣¬£¬
£¬£¬£¬¿ÉÒÔ·ÖÏí£¬£¬£¬
£¬£¬£¬¿ÉÒÔÈö²¥¡£¡£¡£¡£¡£ÖܺãÃñ 13:01ÃëÎòÕÕ¾ÉÒ»¿î½ÏÁ¿ÐµIJúÆ·£¬£¬£¬
£¬£¬£¬´ÓÉÏÏßÒÔÀ´»ñµÃÁ˺ÜÊǶàµÄÓû§µÄ¹Ø×¢ºÍʹÓ㬣¬£¬
£¬£¬£¬Óû§Ò²ÎªÎÒÃÇÌṩÁ˺ÜÊǶàºÃµÄ½¨Ò飬£¬£¬
£¬£¬£¬´ß´ÙÎÒÃÇÒ»Ö±µÄÉú³¤¡£¡£¡£¡£¡£×èÖ¹½ñÌ죬£¬£¬
£¬£¬£¬ÌìÌìÓÐÉÏÍòÃûÓû§ÔÚÃëÎòÉϾÙÐд´×÷£¬£¬£¬
£¬£¬£¬¾ÙÐÐÐû²¼£¬£¬£¬
£¬£¬£¬¶øËûÃǴ󲿷ֶ¼ÊÇûÓÐÊÖÒÕÅä¾°µÄ£¬£¬£¬
£¬£¬£¬ÓвúƷ˾Àí¡¢ÔËÓª£¬£¬£¬
£¬£¬£¬ÓÐÏÈÉú¡¢Ñ§Éú£¬£¬£¬
£¬£¬£¬ÉÐÓÐÉè¼Æʦ£¬£¬£¬
£¬£¬£¬ÉÐÓд´ÒµÕß¡£¡£¡£¡£¡£ËûÃÇÔÚÃëÎòÉϽ¨ÉèÁË´ó×ÚµÄÓ¦Ó㬣¬£¬
£¬£¬£¬ÓйÙÍø¡¢ÊÊÓù¤¾ßµÈµÈ£¬£¬£¬
£¬£¬£¬¿ÉÒÔ¿´µ½Ó¦ÓõĴ´Á¢Õß²»ÔÙÖ»ÊÇÑз¢Ö°Ô±£¬£¬£¬
£¬£¬£¬¶øÊÇÿһ¸öÓÐÏë·¨µÄÈË¡£¡£¡£¡£¡£ÖܺãÃñ 13:37ÕâÀïÊÇһЩÓû§µÄ×÷Æ·¼¯£¬£¬£¬
£¬£¬£¬ÄÚÀïÓнçÃæºÜÊÇÑŹ۵ÄÊÖÒÕÒÕÊõµÄ×÷Æ·¼¯£¬£¬£¬
£¬£¬£¬Ò²ÓÐÐÅÏ¢¸»ºñµÄ¸öÈËÖ÷Ò³£¬£¬£¬
£¬£¬£¬ÉÐÓÐÓÐȤµÄСÓÎÏ·£¬£¬£¬
£¬£¬£¬ÉÐÓÐÊÊÓõÄС¹¤¾ßµÈ¡£¡£¡£¡£¡£ÎÒÃÇÒ²·¢Ã÷ºÜÊǶàµÄÆóÒµ³¡¾°µÄÓ¦ÓÃÕ¼±ÈºÜÊǸߣ¬£¬£¬
£¬£¬£¬ÕâÀïÓÐÈý¸ö°¸Àý£¬£¬£¬
£¬£¬£¬µÚÒ»¸öÊÇÓÃÓÚÊг¡ÍƹãµÄÓªÏú¹¤¾ß£¬£¬£¬
£¬£¬£¬ÕâÀﶼÊÇÕæʵµÄ¿Í»§µÄ°¸Àý¡£¡£¡£¡£¡£»£»£ÉÐÓÐÔÚ½ÌÓý³¡¾°µÄÓ¢ÓïÖÇÄÜѧϰƽ̨£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÃæÏòÍâóÍؿ͵Ä×ÔÁ¦Õ¾µÈ¡£¡£¡£¡£¡£Ëæ×ÅÆóÒµÓû§µÄÔöÌí£¬£¬£¬
£¬£¬£¬ÎÒÃÇ·¢Ã÷¸öÈË°æËäÈ»Äܹ»×ÊÖú¸öÈËÍê³É¿ìËٵĴ´×÷£¬£¬£¬
£¬£¬£¬µ«ÆóÒµÌåÌùµÄÎÊÌâ×Åʵ»¹Ã»Óб»ºÜºÃµÄ½â¾ö¡£¡£¡£¡£¡£ºÃ±ÈÐí¶àÓû§»áÎÊÎÒÃÇ£¬£¬£¬
£¬£¬£¬Í³Ò»²É¹ºÔõô×ö£¿
£¿×ÊÔ´Ôõô¹²Ïí£¿
£¿ÈôÊÇÍŶӵÄÖ°Ô±Á÷¶¯£¬£¬£¬
£¬£¬£¬ÕâЩ×ʲúÔõôȥת½»£¿
£¿ÒÔ¼°È¨ÏÞÔõôÖÎÀí£¿
£¿ÉÐÓÐÍŶÓÔõÑùЭһÂɵȣ¬£¬£¬
£¬£¬£¬ÕâЩÎÊÌâÔÚ¸öÈ˹¤¾ß²ãÃ涼ÉÐÓдý½â¾ö¡£¡£¡£¡£¡£Òò´Ë½ñÌìÎÒÃÇÍƳöÃëÎòÍŶӰ棬£¬£¬
£¬£¬£¬ÔÚ¸öÈË°æµÄ»ù´¡ÉÏ£¬£¬£¬
£¬£¬£¬ÍŶӰæÌṩÁËÒÔÏÂÄÜÁ¦¡£¡£¡£¡£¡£ÖܺãÃñ 14:41Ê×ÏÈÊÇͳһµÄÉí·ÝÖÎÀí£¬£¬£¬
£¬£¬£¬ÆóÒµ³ÉÔ±¿ÉÒÔÖ±½ÓʹÓð¢ÀïÔƵġ£¡£¡£¡£¡£Õ˺Żò RAM ×ÓÕ˺ÅÖ±½ÓµÇ¼£¬£¬£¬
£¬£¬£¬¶ø²»ÐèҪÿ¸öÈËÈ¥µ¥¶ÀµÄ×¢²á¡£¡£¡£¡£¡£µÚ¶þÊÇͳһµÄ²É¹ºÓë¶î¶È¹Ü¿Ø£¬£¬£¬
£¬£¬£¬Í¨¹ýÍŶÓͨ¹ýͳһµÄ²É¹ºÏ¯Î»¡¢Ôö¹º»ý·Ö£¬£¬£¬
£¬£¬£¬ÖÎÀíÔ±¿ÉÒÔÎÞаµÄ·ÖÅä¶î¶È£¬£¬£¬
£¬£¬£¬ÈÃÈ«Ô±¿ÉÓᣡ£¡£¡£¡£µÚÈýÊÇÍŶÓ×ʲúµÄ¹²ÏíÓëÖÎÀí£¬£¬£¬
£¬£¬£¬ÎÞÂÛÊdzÉÔ±½¨ÉèµÄÓ¦Ó㬣¬£¬
£¬£¬£¬ÕÕ¾ÉÍŶӽ¨ÉèµÄרÊôµÄÊÖÒÕ¿âÒÔ¼°µ×²ãµÄÔÆ×ÊÔ´£¬£¬£¬
£¬£¬£¬¶¼¿ÉÒÔ¹éÊôÓÚÍŶÓͳһÀ´ÖÎÀí¡£¡£¡£¡£¡£µÚËÄÊÇϸÄ廯µÄȨÏÞÖÎÀí£¬£¬£¬
£¬£¬£¬ÎÒÃÇÖ§³ÖËùÓÐÕß¡¢ÖÎÀíÕß¡¢Í¨Ë׳ÉÔ±ÈýÖÖ½ÇÉ«¡£¡£¡£¡£¡£ÈÃÆóÒµÄܹ»·Ö½ÇÉ«ÖÎÀíÊÚȨ£¬£¬£¬
£¬£¬£¬¾ÙÐиßЧµÄЭ×÷¡£¡£¡£¡£¡£»£»£»ùÓÚÍŶӰæµÄй¦Ð§£¬£¬£¬
£¬£¬£¬ÆóÒµ¿ÉÒÔ¸üºÃµÄʵÏÖ×ÊÔ´µÄÎÞаÉèÖ㬣¬£¬
£¬£¬£¬ÈÃÿһ·ÝͶÈ붼»ñµÃ¸ü¸ßЧµÄʹÓᣡ£¡£¡£¡£Í¨¹ý¸üÇåÎúµÄȨÏÞÖÎÀí£¬£¬£¬
£¬£¬£¬ÈÃÃëÎò¿ÉÒÔÕæÕý³ÉΪÕû¸öÍŶÓÅäºÏµÄÉú²úÁ¦¹¤¾ß¡£¡£¡£¡£¡£ÖܺãÃñ 15:41ÉÐÓкÜÖ÷ÒªµÄÒ»µã£¬£¬£¬
£¬£¬£¬¾ÍÊÇÕû¸öÍŶÓ×ʲúµÄ³Áµí¡£¡£¡£¡£¡£ÆóÒµÀÛ»ýµÄ²»µ«ÊÇ´úÂ룬£¬£¬
£¬£¬£¬ÉÐÓÐ×Ô¼ºµÄÓ¦ÓÃÉú̬¡¢×¨ÊôµÄÊÖÒÕ¡¢ÓªÒµµÄÁ÷³Ì¡¢ÁìÓò֪ʶµÈµÈ¡£¡£¡£¡£¡£ÕâЩ¶¼»áÒ»Á¬³Áµí£¬£¬£¬
£¬£¬£¬³ÉΪÆóÒµºã¾ÃµÄÊý×Ö×ʲú¡£¡£¡£¡£¡£ÒÔÊÇÃëÎòÍŶӰæÍê³ÉµÄÊÇ´Ó¸öÈ˹¤¾ßµ½×éÖ¯Éú²úÁ¦Æ½Ì¨µÄÉý¼¶¡£¡£¡£¡£¡£ÏÂÃæÎÒ¼òÆÓÏÈÈÝÒ»ÏÂÃëÎòÍŶӰæµÄʹÓ÷½Ê½¡£¡£¡£¡£¡£ÎÒÃÇ¿ÉÒÔ£¬£¬£¬
£¬£¬£¬ÍŶӵÄÈÏÕæÈË»òÆóÒµµÄÈÏÕæÈË¿ÉÒÔͨ¹ýͳһ¶©Ôĵķ½Ê½£¬£¬£¬
£¬£¬£¬°´Äê»òÕß°´ÔÂÈ¥¹ºÖ㬣¬£¬
£¬£¬£¬Ò²Ö§³Öƾ֤ÍŶӵĹæģȥÔö¼õϯ룬£¬£¬
£¬£¬£¬ÒÔ¼°Í¨¹ý¿­Ê±AG»ý·ÖÔö¹ºÈ¥È«ÍŶӹ²Ïí»ý·Ö¡£¡£¡£¡£¡£Ôڵײã×ÊÔ´µÄ·½Ã棬£¬£¬
£¬£¬£¬Ïà¹ØÓÚ¸öÈË°æÒ²ÌṩÁ˸üÇ¿µÄµ×²ã×ÊÔ´Ö§³Ö£¬£¬£¬
£¬£¬£¬¸ü¶àµÄ AI ´´×÷×ÊÔ´£¬£¬£¬
£¬£¬£¬¸ü¶àµÄ´æ´¢×ÊÔ´£¬£¬£¬
£¬£¬£¬ÒÔ¼°¸ü¸ßµÄ²¢·¢¡£¡£¡£¡£¡£»£»£ÉÐÓÐÍŶӵÄרҵרÊôµÄÊÖÒÕ¿âµÈµÈ¡£¡£¡£¡£¡£±ðµÄÎÒÃÇ»¹ÔùÓè ICP ±¸°¸Â룬£¬£¬
£¬£¬£¬Ö§³ÖÆóÒµ¿ìËٰ󶨵Ä×Ô¼ºµÄ×Ô½ç˵ÓòÃû£¬£¬£¬
£¬£¬£¬½øÒ»²½½µµÍÆóÒµÐû²¼Éú²ú¼¶Ó¦ÓõÄÃż÷¡£¡£¡£¡£¡£ÖܺãÃñ 16:45×îºó£¬£¬£¬
£¬£¬£¬ÃëÎò¸öÈË°æÏ£Íû×ÊÖúÿһ¸öÏë·¨¶¼ÄÜ¿ìËÙʵÏÖ£¬£¬£¬
£¬£¬£¬¶øÃëÎòÍŶӰæÏ£Íû×ÊÖúÿһ¸öÍŶӿìËÙ¹¹½¨×Ô¼ºµÄÓ¦ÓÃÉú̬£¬£¬£¬
£¬£¬£¬Äܹ»Ò»Á¬³Áµí×Ô¼ºµÄÊý×Ö×ʲú¡£¡£¡£¡£¡£¶øÔÚÕâ±³ºó£¬£¬£¬
£¬£¬£¬ÕæÕýÖ§³Ö¿­Ê±AGÄÜÁ¦ÊÇ°¢ÀïÔƺã¾Ã»ýÀÛµÄÔÆÅÌËã»ù´¡ÉèÊ©ºÍÕû¸ö agent infra ϵͳ¡£¡£¡£¡£¡£ÎÒÃÇÒÀÍÐÓÚ°¢ÀïÔÆµÄ agent infra£¬£¬£¬
£¬£¬£¬°Ñ agent ÐèÒªµÄÄ£×Ó¡¢¹¤¾ß¡¢ÔËÐÐʱ¡¢ÊÂÇéÁ÷¡¢Çå¾²µÈ»ù´¡ÉèÊ©¡£¡£¡£¡£¡£¾ÙÐпìËٵļ¯³ÉÓ뿪·Å£¬£¬£¬
£¬£¬£¬Ò²ÕýÓÉÓÚÓÐÕâÑùµÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬ÈÃÃëÎòÄܹ»Ò»Á¬µü´ú£¬£¬£¬
£¬£¬£¬Ò»Ö±½ø»¯¡£¡£¡£¡£¡£×îºó½Ó´ý¸÷ÈË»á¼ûÃëÎòµÄ¹ÙÍøÊÔÓ㬣¬£¬
£¬£¬£¬ÈôÊǸ÷È˶ÔÍŶӰæ¸ÐÐËȤ£¬£¬£¬
£¬£¬£¬¿ÉÒÔɨÂëÁôϸ÷È˵ÄÐÅÏ¢£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»áÓÐÊÂÇéְԱȥ£¬£¬£¬
£¬£¬£¬Îª¸÷È˾ÙÐÐÏêϸµÄÏÈÈÝ£¬£¬£¬
£¬£¬£¬²¢ÌṩÃâ·ÑÊÔÓõÄÃû¶î¡£¡£¡£¡£¡£ÎÒ½ñÌìµÄ·ÖÏí¾Íµ½ÕâÀ£¬£¬
£¬£¬£¬Ð»Ð»¸÷ÈË£¡

°¢ÀïÔÆÖÇÄܼ¯ÍÅÔÆÔ­ÉúÓ¦ÓÃƽ̨ÈÏÕæÈËÖÜçù£º¿çÔ½¡°DemoÓëÉú²úµÄÉî¹µ¡±¡¢Öع¹ÆóÒµÖÇÄÜÌåÈý²ã¼Ü¹¹

Ö÷³ÖÈË 17:42ллÖܺãÃñÏÈÉú¡£¡£¡£¡£¡£ÏÖÔÚ°¢ÀïÔÆÕýʽÂõÈë agentic cloud ʱ´ú¡£¡£¡£¡£¡£½ÓÏÂÀ´ÓÐÇë°¢ÀïÔÆÖÇÄܼ¯ÍÅÔÆÔ­ÉúÓ¦ÓÃƽ̨ÈÏÕæÈËÖÜçù´øÀ´·ÖÏí£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆ agent native cloud£¬£¬£¬
£¬£¬£¬ÈÃÖÇÄÜÌå³ÉΪÆóÒµÔ­ÉúµÄÄÜÁ¦¡£¡£¡£¡£¡£ÖÜçù 18:16ÁÐλºÃ¡£¡£¡£¡£¡£ºÃ£¬£¬£¬
£¬£¬£¬ºÜÊÇÐÒÔËÄÜÔÚ 2026 ÌìÏÂÈ˹¤ÖÇÄÜ´ó»á°¢ÀïÔƵÄÖ÷ÌâÂÛ̳ÉÏ£¬£¬£¬
£¬£¬£¬ºÍ¸÷ÈË×öÒ»´Î½»Á÷¡£¡£¡£¡£¡£½ñÌìÎÒÏëÌÖÂÛµÄÊÇ£¬£¬£¬
£¬£¬£¬ÔõÑùÈÃÖÇÄÜÌå³ÉΪÆóÒµÔ­ÉúµÄÄÜÁ¦¡£¡£¡£¡£¡£ÒÑÍùÒ»Ä꣬£¬£¬
£¬£¬£¬ÏàП÷ÈË¿´µ½ÎÞÊýÁîÈËÐ˷ܵÄdemo£¬£¬£¬
£¬£¬£¬ agent ¿ÉÒÔд´úÂ룬£¬£¬
£¬£¬£¬¿ÉÒÔ¹¹½¨¹¤³Ì£¬£¬£¬
£¬£¬£¬Äܹ»²Ù×÷ä¯ÀÀÆ÷¡£¡£¡£¡£¡£µ« demo ºÍÉú²úÖ®¾àÀë×ÅÒ»ÌõºÜÊÇÉîµÄºè¹µ¡£¡£¡£¡£¡£ demo չʾµÄÊǽ¹µãÄÜÁ¦£¬£¬£¬
£¬£¬£¬Éú²úÔòÄ¥Á·µÄÊÇ¡£¡£¡£¡£¡£ÆóÒµÔõÑù°ÑÕâÑùµÄÒ»¸öÄÜÁ¦×ª»¯ÎªÆóҵȷ¶¨ÐÔµÄЧ¹û£¿
£¿µ±ÖÇÄÜÌå³ÉΪÆóÒµµÄÒ»¸ö²¿·Ö£¬£¬£¬
£¬£¬£¬¿ª·¢Õß»áÎÊ£¬£¬£¬
£¬£¬£¬ÔõÑù¸ü¿ìµØ¹¹½¨ÖÇÄÜÌ壿
£¿ÔòÇå¾²ÍŶӻáÌåÌùȨÏÞÔõô¹Ü£¿
£¿ÔõÑùÉó¼Æ£¿
£¿ÓªÒµÍŶӻá¹Ø×¢ agent Ö´ÐеÄЧ¹ûÊÇ·ñÎȹ̣¿
£¿¼ÛÖµÄÜ·ñȨºâ£¿
£¿¶øƽ̨ÍŶÓÔò»á¹Ø×¢£¬£¬£¬
£¬£¬£¬µ± agent ´Ó 10 ¸öÄð³É 1000 ¸ö£¬£¬£¬
£¬£¬£¬ÏµÍ³»¹Äܲ»¿É¹ÜµÃס£¡£¡£¡£¡£¿
£¿ÒÔÊÇÕæÕýµÄÌôÕ½ÀúÀ´²»ÊÇÆóÒµÓÐûÓÐÒ»¸öagent£¬£¬£¬
£¬£¬£¬¶øÊÇÈÃËü¿ç½ÇÉ«¡¢¿çϵͳ¡¢¿ç½çÏߵĽøÈëÆóÒµµÄÁ÷³Ì£¬£¬£¬
£¬£¬£¬Äܹ»Îȹ̵ÄЭ×÷¡£¡£¡£¡£¡£ÖÜçù 19:32µ± agent ¿ÉÒÔ×ÔÓɵķ¢Óʼþ¡¢¸ÄÊý¾Ý¡¢²Ù×÷½çÃ桢ŲÓÿͻ§ÏµÍ³Ê±£¬£¬£¬
£¬£¬£¬È¨ÏÞ¡¢Àú³Ì¾ÍºÍÄ£×ÓÄÜÁ¦Ò»ÑùÖ÷Òª¡£¡£¡£¡£¡£Òò´Ë£¬£¬£¬
£¬£¬£¬ÆóÒµÐèÒª°ÑÖÇÄÜÌå´ÓÒ»´ÎÐÔµÄϵͳ½»¸¶µÄЧ¹ûÉý¼¶Îª¿ÉÒÔÒ»Á¬½¨Éè¡¢Ò»Á¬ÔËÓªµÄÉú²úÁ¦¡£¡£¡£¡£¡£Òª¿çÔ½ÕâÌõºè¹µ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÐèÒªÖØÐÂÃ÷È·ÆóÒµµÄ agent ¼Ü¹¹£¬£¬£¬
£¬£¬£¬ËüÓÐÈý²ã£¬£¬£¬
£¬£¬£¬infra¡¢ desktop ºÍplatform¡£¡£¡£¡£¡£µ×²ãµÄ Infra ÌṩµÄÊÇ¿ÉÐŵÄÔËÐÐÇéÐΣ¬£¬£¬
£¬£¬£¬Èà Agent Çå¾²µ¯ÐÔµÄÔËÐС£¡£¡£¡£¡£¶øÉϲãµÄ Desktop ÅþÁ¬µÄÊÇÓªÒµÌìÏ£¬£¬£¬
£¬£¬£¬Èà Agent ½øÈëÕæʵµÄÊÂÇéÇéÐΡ£¡£¡£¡£¡£¶ø Agent Platform ºÍ PASS ÔòÊÇÐèÒª°Ñ Agent ¹¹½¨¡¢ÖÎÀí¡¢Ð­×÷ºÍ½ø»¯Í³Ò»ÆðÀ´£¬£¬£¬
£¬£¬£¬°ÑÈË¡¢Ä£×Ó¡¢¹¤¾ß¡¢Êý¾ÝºÍÕ½ÂÔ±àÅųÉÕæÕý¿ÉÒÔ½»¸¶µÄӪҵЧ¹û¡£¡£¡£¡£¡£ÕâÈý²ãÄÜÁ¦ÏµÍ³»¯µÄ×é³ÉÁËÖÇÄÜÌåʱ´úϵÄÍêÕûÊÖÒÕÕ»¡£¡£¡£¡£¡£´øÀ´ÔÆÉϼܹ¹µÄÑݽøºÍÆóÒµÔËÓª·¶Ê½µÄÉý¼¶¡£¡£¡£¡£¡£ÖÜçù 20:45ÎÒÃÇÏÈ¿´Ò»Ï infra ²ã£¬£¬£¬
£¬£¬£¬ infra ²ãµÄ»°ÄØ£¬£¬£¬
£¬£¬£¬»áÓÉsandbox¡¢Êý¾Ý¡¢ file system ºÍ network ×é³É£¬£¬£¬
£¬£¬£¬Îª agent ÌṩÇå¾²¡¢µ¯ÐÔ¡¢µÍ±¾Ç®µÄÔËÐÐÇéÐΡ£¡£¡£¡£¡£ÕâÀï×î½¹µãµÄÊÇ agent sandbox£¬£¬£¬
£¬£¬£¬ËüµÄÄÜÁ¦¿ÉÒÔ²ð½â³ÉËIJ㡣¡£¡£¡£¡£µÚÒ»²ãÊÇ¿ªÏä¼´ÓõÄÄ£°å£¬£¬£¬
£¬£¬£¬Ö§³Ö¿ªÔ´ÉçÇøµÄ¾µÏñ£¬£¬£¬
£¬£¬£¬²¢ÄÚÖà code, interpreter, browser, all in one sandbox µÈµÈÄ£°å£¬£¬£¬
£¬£¬£¬¿ª·¢Õß¿ÉÒÔÄÃÀ´¼´Óᣡ£¡£¡£¡£ÖÜçù 21:17ÔÚÇå¾²²ãÃ棬£¬£¬
£¬£¬£¬ÎÒÃÇÌṩÁË microVM ºÍ VM ¼¶µÄ¸ôÀëÄÜÁ¦£¬£¬£¬
£¬£¬£¬µþ¼ÓÍøÂç¡¢´æ´¢¡¢»á»°µÈÈýÖظôÀ룬£¬£¬
£¬£¬£¬¸ø¿ª·¢ÕßÌṩһ¸öÇ¿¸ôÀëµÄÇéÐΡ£¡£¡£¡£¡£ÃæÁÙ agent ÔËÐеĸºÔØ£¬£¬£¬
£¬£¬£¬ÉîÐÝÃß¡¢Ç³ÐÝÃߺͰ´Ðè½ÐÐÑÊÖÒÕÔÚÈÝÁ¿µÍ·åʱ¿ÉÒÔ½«ÊµÀý¸ºÔØËõΪÁ㣬£¬£¬
£¬£¬£¬ÌṩÃæÁÙ³¤»á»°µÄµÍ±¾Ç®µÄÄÜÁ¦¡£¡£¡£¡£¡£ÃæÁٸߵ¯ÐÔµÄÆóÒµµÄÌص㣬£¬£¬
£¬£¬£¬ÎÒÃÇÌṩÁË¿ìËÙ¹ÒÔغ͵¯ÐÔÆô¶¯µÄÄÜÁ¦¡£¡£¡£¡£¡£Ö§³Ö¸ß¹æÄ£µÄ´ó²¢·¢µ÷Àí¡£¡£¡£¡£¡£ÎÒÃÇÄÜ¿´µ½£¬£¬£¬
£¬£¬£¬Ò»¸öºÃµÄInfra£¬£¬£¬
£¬£¬£¬¼ÈÒªÈà agent Äܹ»ÆÌ¿ªÊֽŸɻ£¬£¬
£¬£¬£¬Ò²ÒªÈÃÆóҵʼÖÕÕÆÎÕËüµÄ½çÏß¡£¡£¡£¡£¡£µ«Èà agent ÕæÕýÅÜÆðÀ´Ö»ÊǵÚÒ»²½£¬£¬£¬
£¬£¬£¬µ±ÆóÒµÓµÓÐÔ½À´Ô½¶àµÄagent£¬£¬£¬
£¬£¬£¬ÕæÕýÐèÒªµÄÊÇÒ»¸öͳһµÄÖÎÀíºÍ¿ØÖÆƽ̨¡£¡£¡£¡£¡£ÕâÄÚÀï°üÀ¨Í³Ò»µÄÉí·Ýϵͳ¡¢Í³Ò»µÄÕ½ÂÔ¡¢Í³Ò»µÄÍø¹Ø¡¢Í³Ò»µÄ×ʲúÖÎÀíºÍ¿ØÖÆϵͳ£¬£¬£¬
£¬£¬£¬Ò²°üÀ¨Í³Ò»µÄÆÀ¹ÀºÍ»³±§¡£¡£¡£¡£¡£ÕâЩͳһµÄ±³ºóÅäºÏÔڻظ²Èý¸ö»ù±¾µÄÎÊÌâ¡£¡£¡£¡£¡£ËûÊÇË­£¿
£¿ËüÄÜ×öʲô£¿
£¿³öÁËÎÊÌ⣬£¬£¬
£¬£¬£¬Ë­ÄÜ»¹Ô­£¿
£¿Ë­ÄÜÖ¹Ëð£¿
£¿ÕâЩÃÕµ×ÔÚµÚÒ»Ìì±ØÐèÔÚ½øÈëÒªº¦Á÷³Ì֮ǰ£¬£¬£¬
£¬£¬£¬¾Í±»Ð´Èëϵͳ¡£¡£¡£¡£¡£ÕâÑù£¬£¬£¬
£¬£¬£¬Çå¾²ºÍÖÎÀíµÄÄÜÁ¦²»ÔÙÊÇÓªÒµÉÏÉÏÏßÖ®ºóµÄ²¹¶¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬¶øÊdzÉΪ agent ×ÔÈ»¾ß±¸µÄÄÜÁ¦¡£¡£¡£¡£¡£Õâ²ãÄÜÁ¦µÄ¼ÛÖµÔÚÓÚ£¬£¬£¬
£¬£¬£¬Ëü²»ÊǸøÍŶÓÌṩһÌ×Á÷³Ì£¬£¬£¬
£¬£¬£¬¶øÊÇ°ÑÇå¾²¡¢ºÏ¹æ¡¢°æ±¾¡¢»Ò¶ÈµÈǶÈë agent µÄÉúÃüÖÜÆÚÖС£¡£¡£¡£¡£ÖÜçù 23:01ÎÒÃÇÔÙÀ´¿´¿´×ÀÃ棬£¬£¬
£¬£¬£¬´ó×ÚÒªº¦µÄÓªÒµÏÖÔÚÒÀÈ»ÔËÐÐÔÚ×ÀÃæÈí¼þ¡¢×¨ÓÐ EXE ä¯ÀÀÆ÷ºÍÆóÒµµÄÄÚÍøÀ£¬£¬
£¬£¬£¬½öÒÀÀµ API ÎÞ·¨ÁýÕÖÍêÕûµÄÌìÏ¡£¡£¡£¡£¡£ÎÞÓ°µÄ agentic computer ¸ø agent Ìṩһ¸ö 7 ¡Á 24 СʱµÄÍêÕû×ÀÃ漶ÔËÐÐÇéÐΣ¬£¬£¬
£¬£¬£¬ÈÃËü½øÈëÕæʵµÄÊÂÇéÏÖ³¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬²Ù×÷ϵͳÒÑÓеÄÈí¼þºÍϵͳ¡£¡£¡£¡£¡£ÕâÌ××ÀÃæµÄ²Ù×÷ϵͳÄÜÌṩ¼«ÖµÄÌåÑ飬£¬£¬
£¬£¬£¬²¢ÇÒ±³ºóÄܹ»ÌṩÆóÒµ¼¶ SLA µÄÄÜÁ¦¡£¡£¡£¡£¡£¸üÖ÷ÒªµÄÊÇ£¬£¬£¬
£¬£¬£¬Ëü²»ÈÆ¿ªÆóÒµ¼ÈÓеÄÇ徲ϵͳ£¬£¬£¬
£¬£¬£¬¶øÊǸ´ÓÃÒÑÓеÄÉí·Ý¡¢SSO¡¢MFA¡¢ÉÏÍøÐÐΪÓëÉó¼ÆÄÜÁ¦¡£¡£¡£¡£¡£ÕâÒâζ×Å Agent ²»ÔÙÍ£ÁôÔÚ¶Ô»°¿òÓë Terminal ÖУ¬£¬£¬
£¬£¬£¬¶øÊÇÄܹ»ÔÚÆóÒµÒѾ­½ç˵ºÃµÄÁ÷³ÌÀ£¬£¬
£¬£¬£¬ÕæÕýµÄ×îÏÈÊÂÇé¡£¡£¡£¡£¡£ÖÜçù 24:01Agent Òª³¹µ×½øÈëÆóÒµ£¬£¬£¬
£¬£¬£¬±ØÐèÒªÏÖÓеÄÁ÷³Ì×öÉîÈëµÄÈںϡ£¡£¡£¡£¡£ËüÒâζ×ÅÎå¼þÊ£¬£¬£¬
£¬£¬£¬ÓªÒµÔ­Éú£¬£¬£¬
£¬£¬£¬Èà Agent ½øÈëÒªº¦Á÷³Ì¡£¡£¡£¡£¡£½»¸¶¿ÉȨºâµÄЧ¹û¡£¡£¡£¡£¡£×éÖ¯Ô­Éú£¬£¬£¬
£¬£¬£¬Ã÷È·ÈË»úЭ×÷ÔðÈκÍȨÏÞ¡£¡£¡£¡£¡£¹¤³ÌÔ­Éú£¬£¬£¬
£¬£¬£¬Ö§³Ö×ÔÈ»µÄ¹¹½¨¡¢Ðû²¼¡¢¸´ÓúÍÉúÃüÖÜÆÚµÄÖÎÀí¡£¡£¡£¡£¡£ÔËÓªÔ­Éú£¬£¬£¬
£¬£¬£¬Ö§³ÖÊӲ졢ÆÀ¹ÀÓëÒ»Á¬ÓÅ»¯¡£¡£¡£¡£¡£»£»£»ù´¡ÉèÊ©Ô­Éú£¬£¬£¬
£¬£¬£¬Í¨¹ý»ù´¡ÉèÊ©ÌṩÔËÐаü¹Ü¡¢Êý¾Ý¡¢Éí·ÝºÍ¼«ÖµĿɿ¿ÐÔ¡£¡£¡£¡£¡£Ö»ÓÐÕâÎå¸öÔ­Éúͬʱ½¨É裬£¬£¬
£¬£¬£¬ Agent ²Å²»ÊÇÒ»¸ö¹¤¾ß£¬£¬£¬
£¬£¬£¬¶øÊÇÆóҵϵͳµÄÒ»²¿·Ö¡£¡£¡£¡£¡£´ÓÕâ¸öÒâÒåÉ϶øÑÔ£¬£¬£¬
£¬£¬£¬ÖÇÄÜÌå×ß½øÆóÒµ£¬£¬£¬
£¬£¬£¬²»ÊÇÒ»´Î¼òÆÓµÄϵͳÉý¼¶¡£¡£¡£¡£¡£¶øÊÇ°ÑÆóÒµÔ­ÓеÄÁ÷³Ì¡¢ÖªÊ¶¡¢¹¤¾ß¡¢ÂÄÀúÖØбàÅÅ£¬£¬£¬
£¬£¬£¬³ÉÒ»ÖÖÈËºÍ agent ¿ÉÒÔÅäºÏÖ´ÐеÄÄÜÁ¦¡£¡£¡£¡£¡£ÖÜçù 25:02Ϊ´Ë£¬£¬£¬
£¬£¬£¬ÎÒÃÇΧÈÆÆóÒµ¹¤³Ì¡¢×éÖ¯¡¢ÔËӪϵͳ¹¹½¨ÁËÒ»ÕûÌ×ÍêÕûµÄ agent platform£¬£¬£¬
£¬£¬£¬ËüÓÉ agent run¡¢ agent teams ºÍ agent loop Èý¸ö×é¼þ×é³É¡£¡£¡£¡£¡£ÃæÁÙ²î±ð³¡¾°µÄÓªÒµÐèÇ󣬣¬£¬
£¬£¬£¬ÔÚÕâÀï¿ÉÒÔ±»Í³Ò»µÄ¹¹½¨¡¢ÅþÁ¬¡¢ÖÎÀí¡¢ÆÀ¹À¡¢ÓÅ»¯ºÍЭͬÔËÐС£¡£¡£¡£¡£Ëü×îÖ÷ÒªµÄ¼ÛÖµÊÇÔÚÓÚÒ»¸öÍŶӳÁµíµÄSkills¡¢Tools¡¢Õ½ÂÔºÍÆÀ¹À¼¯£¬£¬£¬
£¬£¬£¬¿ÉÒÔ±»ÏÂÒ»¸ö³¡¾°¸´Óᣡ£¡£¡£¡£Ò»¸ö³¡¾°·¢Ã÷µÄ·çÏÕ¿ÉÒÔÄðÓñ³É¾ÖµÄ¹æÔò£¬£¬£¬
£¬£¬£¬¶øÒ»´ÎЧ¹ûµÄÓÅ»¯¿ÉÒÔÓ°ÏìÕû¸ö Agent µÄȺÌå¡£¡£¡£¡£¡£ÆóÒµ×îÖÕÓµÓеIJ»ÊÇÒ»ÅúAgent£¬£¬£¬
£¬£¬£¬¶øÊÇһ̨һÁ¬Éú²úAgent£¬£¬£¬
£¬£¬£¬Ò»Á¬ÓÅ»¯Ê©Õ¹Æä¼ÛÖµµÄÆóÒµÊÂÇéÁ÷¡£¡£¡£¡£¡£ Agent Platform µÄ½¹µãÄÜÁ¦°üÀ¨Èý´ó×é¼þ¡£¡£¡£¡£¡£ÖÜçù 25:57Aging Ram¡£¡£¡£¡£¡£ AgenRun ËüÊÇÒԸߴúÂëΪ½¹µãµÄһվʽ Agenty Ó¦Óûù´¡Éèʩƽ̨£¬£¬£¬
£¬£¬£¬³Ð½ÓµÄÊǹ¹½¨ÕâÒ»»·¡£¡£¡£¡£¡£ AgenRun ½«ÔËÐÐʱɳÏä¡¢Ó°Ïó¡¢ÖªÊ¶¿â¡¢Æ¾Ö¤¡¢Íø¹Ø¡¢¿ÉÊÓ²ìºÍÆÀ¹À³Áµí³É±ê×¼ÄÜÁ¦£¬£¬£¬
£¬£¬£¬ÎªÆóÒµ¼¶ Agenty Ó¦ÓÃÌṩ´Ó¿ª·¢¡¢°²Åŵ½ÔËάÕû¸öÈ«ÉúÃüÖÜÆÚµÄÖÎÀí¡£¡£¡£¡£¡£ÕâÉÁ¿ª·¢Õß²»±ØÔÚÿ¸öÏîÄ¿ÄÚÀïÖØÐÂ×îÏÈÖظ´´î½¨µ××ù£¬£¬£¬
£¬£¬£¬¶øÊÇ°Ñʱ¼äÕæÕýͶÈëµ½¾öÒéÆóÒµÓªÒµ¼ÛÖµµÄ²¿·Ö¡£¡£¡£¡£¡£ÖÜçù 26:34Á÷³Ì¡¢ÉÏÏÂÎĺͲî±ð»¯µÄÌåÑé¡£¡£¡£¡£¡£ Agent teams ¼ç¸ºµÄÊÇ×éÖ¯ÖÎÀíÕâÒ»»·£¬£¬£¬
£¬£¬£¬Í¨¹ýÌṩ agent ÍŶӵÄÖÎÀíÓëЭ×÷£¬£¬£¬
£¬£¬£¬½â¾öÆóÒµÔÚ¶àÖÇÄÜÌåͳһÖÎÀí¡¢Ð­×÷±àÅÅ¡¢Çå¾²ºÏ¹æ¡¢±¾Ç®¿É¿ØµÄËÄ·½ÃæÄÑÌâ¡£¡£¡£¡£¡£ËüÌṩ human to agent¡¢ agent to agent¡¢ multi hum- human ºÍ multi agent Ö®¼äµÄcollaboration£¬£¬£¬
£¬£¬£¬Í¨¹ý leader agent ºÍ worker agent ×éÖ¯ÖØ´óµÄʹÃü¡£¡£¡£¡£¡£Í¬Ê±½«Skills¡¢MCP¡¢Æ¾Ö¤µÈͳһµÄÖÎÀí¹Ü¿Ø£¬£¬£¬
£¬£¬£¬×îÖÕ Agent ²»ÔÙÊÇ̸Ìì´°ÀïµÄÖúÊÖ¡£¡£¡£¡£¡£¶øÊÇÔÚÃ÷È·½çÏß¡¢Ã÷È·ÔðÈεÄÇéÐÎÏ£¬£¬£¬
£¬£¬£¬ÌṩȫÉó¼ÆµÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬³ÉΪÍŶÓÕæÕýµÄÍŶӳÉÔ±¡£¡£¡£¡£¡£ÖÜçù 27:24ÎÒÃÇ×îØʺó¿´Ò»ÏÂAgentloop£¬£¬£¬
£¬£¬£¬ Agentloop ³ÐÔصÄÊÇÆÀ¹ÀÓëÓÅ»¯µÄ²¿·Ö¡£¡£¡£¡£¡£¸÷ÈËÖªµÀЧ¹ûÓÀÔ¶ÊÇ Agent µÄÉúÃüÏߣ¬£¬£¬
£¬£¬£¬¿ÉÊÇ Agent ÉÏÏßÖ®ºóµÄ»°£¬£¬£¬
£¬£¬£¬´ó²¿·ÖÇéÐÎÏÂËüÍùÍù¶¼²»»á×ÔÖ÷½ø»¯¡£¡£¡£¡£¡£Òò´Ë£¬£¬£¬
£¬£¬£¬ÎÒÃÇÐèÒªÔÚÆóÒµÄÚÀïµÄ»°È¥ÊÕÂÞ Agent ÔËÐÐÀú³ÌÖеÄÕæʵµÄ¹ì¼£¡£¡£¡£¡£¡£ÆÊÎöÖÊÁ¿Àú³ÌÖеÄÎÊÌâ¡¢±¾Ç®¡¢ÑÓ³ÙºÍÒì³£¡£¡£¡£¡£¡£ÓÃÁ¿»¯µÄ·½Ê½È¥ÆÀ¹ÀÓªÒµºÍ agent µÄÌåÏÖ£¬£¬£¬
£¬£¬£¬ÔÙͨ¹ýproms¡¢skill¡¢ÉÏÏÂÎĺÍʵÑéµÄ»úÖÆÍƶ¯ÏÂÒ»ÂÖÓÅ»¯¡£¡£¡£¡£¡£ÖÜçù 28:03µÃÒæÓÚ¿ÉÊÓ²ìÍŶӶàÄê¹ØÓÚ̽ÕëµÄ»ýÀÛ£¬£¬£¬
£¬£¬£¬½ñÌì agentloop ÏÕЩÁýÕÖÁËÖ÷Á÷ËùÓÐµÄ AI Ó¦Óÿò¼Ü£¬£¬£¬
£¬£¬£¬ÎÒÃÇÎÞÐè¸Ä¶¯´úÂ룬£¬£¬
£¬£¬£¬¾Í¿ÉÒÔ°Ñ agent ËùÓеÄÔËÐй켣¾ÙÐÐÊÕÂÞ¡¢Í³Ò»µÄÆÊÎöºÍ´¦Àí¡£¡£¡£¡£¡£Ä£×Ó»á±äµÃÔ½À´Ô½Ç¿£¬£¬£¬
£¬£¬£¬Ò²»á±äµÃÔ½À´Ô½ÈÝÒ×»ñµÃ£¬£¬£¬
£¬£¬£¬µ«ÆóÒµÄÚ²¿¸ßÖÊÁ¿µÄʹÃü¹ì¼£¡¢ÆÀ¼Û±ê×¼ÊÇ¡£¡£¡£¡£¡£°Ü°¸ÀýºÍ¾ÀÆ«»úÖÆ£¬£¬£¬
£¬£¬£¬ÎÞ·¨±»ÈÝÒ׸´ÖÆ¡£¡£¡£¡£¡£ÖÜçù 28:34Agentloop ÈÃÆóÒµµÄ agent ¾ß±¸×ÔÖ÷½ø»¯µÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬ÈÃÆóÒµÄܹ»¹¹½¨×ÔÖ÷µÄ learning loop¡£¡£¡£¡£¡£Agentrun¡¢ Agentteams ºÍ£¬£¬£¬
£¬£¬£¬ÈýÕß×éÖ¯ÔÚÒ»Æ𣬣¬£¬
£¬£¬£¬¾ÍÊÇÃæÏòÆóҵһվʽ¹¹½¨ÖÎÀí¡¢Ð­×÷ÓëÓÅ»¯µÄƽ̨¡£¡£¡£¡£¡£ÕâÌ×ƽ̨µÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬ÎÒÃÇ×Ô¼ºÍŶÓÒ²ÔÚÉî¶ÈʹÓ㬣¬£¬
£¬£¬£¬ÎÒÃÇÀ´¿´Ò»ÏÂÒ»¸öÕæʵµÄ°¸Àý¡£¡£¡£¡£¡£ÖÜçù 29:00¿ªÔ´ÊÇÔÆÔ­ÉúÍŶӵÄÁ¢ÉíÖ®±¾£¬£¬£¬
£¬£¬£¬ÍŶÓÖÎÀí×Åagentscope¡¢Java¡£¡£¡£¡£¡£ Hygres, Nacos, RocketMQ µÈ¶¥¼¶ÊìÖªµÄÏîÄ¿£¬£¬£¬
£¬£¬£¬ÌìÌì·þÎñÍò¼¶¿ª·¢Õߣ¬£¬£¬
£¬£¬£¬ÖÎÀí×ÅÍòÍò¼¶µÄ×°±¸¡£¡£¡£¡£¡£ÎÒÃǽñÌìͨ¹ý Agent µÄϵͳ£¬£¬£¬
£¬£¬£¬°Ñ¿ªÔ´µÄ¿ª·¢¡¢ÖÎÀí¡¢ÊÖÒÕ´ðÒɺÍÖÊÁ¿¸ú×ÙËùÓд®ÁËÆðÀ´¡£¡£¡£¡£¡£ÖÜçù 29:24½¹µãµÄÊÂÇé»áÓÐÁ½¸ö²¿·Ö£¬£¬£¬
£¬£¬£¬µÚÒ»¸ö²¿·Ö¾ÍÊÇÉí·ÝµÄÂòͨ£¬£¬£¬
£¬£¬£¬Éí·Ý²»Ç壬£¬£¬
£¬£¬£¬Ð­×÷ÎÞ´Ó̸Æ𡣡£¡£¡£¡£ÎÒÃǰѶ¤¶¤¡¢·ÉÊé¡¢ RAM µÈµÈÆóÒµÉí·ÝµÄϵͳºÍ Agent Identity ¾ÙÐÐÅþÁ¬¡£¡£¡£¡£¡£ÓÉËû¸øÿ¸ö agent Ç©·¢Éí·Ý£¬£¬£¬
£¬£¬£¬Èà agent ¸ÉµÄÿ¼þʶ¼ÄÜ×·Ëݵ½ÈË¡£¡£¡£¡£¡£µÚ¶þ£¬£¬£¬
£¬£¬£¬ÎÒÃÇͨ¹ý¸ß´úÂë¡¢µÍ´úÂëÒÔ¼°ÄɹܵÄģʽ×齨ÁË agent ÍŶӡ£¡£¡£¡£¡£ÔÚÕâ¸öÉí·ÝÖ®ÉÏÃæµÄ»°£¬£¬£¬
£¬£¬£¬ÎÒÃǴÁËÑз¢¡¢¿Í·þ¡¢Êý¾Ý¡¢ÔËÓªµÈµÈÕâЩְÄܵÄÍŶӡ£¡£¡£¡£¡£Ã¿¸öÍŶÓÅ䱸һ¸ö lead agent ÈÏÕæµ÷Àí£¬£¬£¬
£¬£¬£¬ÏÂÃæ´ø×ÅÈô¸É¸ö work agent ÓÃÀ´´ÓÊ·ֹ¤ºÍЭͬ¡£¡£¡£¡£¡£Õâ¸ö¾ÍºÍÈËÀàÆóÒµÄÚÀïµÄÖ÷¹Ü´øÍŶӵÄģʽһģһÑù¡£¡£¡£¡£¡£×îÖÕ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔËÐÐÁË 15 ¸ö¸÷ʽ¸÷ÑùµÄagent¡£¡£¡£¡£¡£Ìṩ 7 ¡Á 24 СʱµÄÔÚÏß·þÎñ£¬£¬£¬
£¬£¬£¬¿¸µôÁË 85% µÄÊÖÒÕ´ðÒÉ£¬£¬£¬
£¬£¬£¬Ê¹ÔËÓªÖ§³ÖµÄʱ³¤½µµÍÁË90%¡£¡£¡£¡£¡£×îÄÑÄÜÄÑ¿°µÄÊÇ£¬£¬£¬
£¬£¬£¬µ±¿ª·¢ÕßÌáÁËÐèÇóÖ®ºóµÄ»°£¬£¬£¬
£¬£¬£¬¿­Ê±AGÏìӦʱ¼ä´ÓÒÑÍùµÄ 7 ÌìÒѾ­Ñ¹ËõÖÁÁË 1 Ìì¡£¡£¡£¡£¡£ÖÜçù 30:35ÍÅ¶ÓºÍ agent ÔÚÒ»¸öÊý×ÖÌìÏÂÀïЭ×÷£¬£¬£¬
£¬£¬£¬¶Ë¶Ô¶ËµÄÁ÷Ë®ÏßЧÂÊÕæÕýµÄ±»À­ÁËÆðÀ´¡£¡£¡£¡£¡£°¢ÀïÔÆ agent native cloud ¾ÍÊÇÒªÈÃÖÇÄÜÌå³ÉΪÆóÒµµÄÒ»ÖÖÔ­ÉúÄÜÁ¦¡£¡£¡£¡£¡£½ñÌìÆóÒµÖÇÄÜ»¯ÊÇÈÃÁ÷³ÌÓµÓÐÁËеÄÖ´ÐÐÕß¡£¡£¡£¡£¡£Ëü²»»áÈ¡´úÈË£¬£¬£¬
£¬£¬£¬¶øÊÇ°ÑÈ˵ÄÅжϡ¢ÂÄÀúºÍ½çÏß·Å´óµ½Ã¿Ò»´Î¿ÉÖظ´µÄÖ´ÐÐÖС£¡£¡£¡£¡£µ± Agent ¿ÉÒÔÒ»Á¬µÄ±»¹¹½¨¡¢ÑÏ¿áµÄÖÎÀí¡¢Îȹ̵ÄЭ×÷¡¢Ò»Ö±µÄ½ø»¯£¬£¬£¬
£¬£¬£¬ÆóÒµ»ñµÃµÄ²»µ«ÊÇЧÂʵÄÌáÉý£¬£¬£¬
£¬£¬£¬¶øÊÇÒ»Ì׿ÉÒÔ¹æÄ£»£»£»¯¸´ÖƵÄÖÇÄÜÉú²úÁ¦¡£¡£¡£¡£¡£ºÃ£¬£¬£¬
£¬£¬£¬ÒÔÉÏÊÇÎҵķÖÏí£¬£¬£¬
£¬£¬£¬Ð»Ð»¸÷ÈË¡£¡£¡£¡£¡£

Âú°ï¼¯ÍÅ AI Ëã·¨×ܼà¸ßÒÕÃú£º´Ó¡°ÈËÕÒÐÅÏ¢¡±µ½¡°ÈËÍйÜÄ¿µÄ¡±£¬£¬£¬
£¬£¬£¬ÎïÁ÷Agent¿É½«»õÔ´ÏìÓ¦Ëõ¶ÌÖÁ3ÖÁ5·ÖÖÓ

Ö÷³ÖÈË 31:25ллÖÜçùÏÈÉú¡£¡£¡£¡£¡£ÊÖÒյļÛÖµ×îÖÕÒªÔÚ¹¤ÒµÖÐÑéÖ¤¡£¡£¡£¡£¡£½ÓÏÂÀ´ÓÐÇëÂú°ï¼¯ÍÅ AI Ëã·¨×ܼà¸ßÒÕÃú¡£¡£¡£¡£¡£·ÖÏíÎïÁ÷ƽ̨ Agent »¯×ªÐ͵Äʵ¼ùÓë˼Ë÷¡£¡£¡£¡£¡£¸ßÒÕÃú 31:57ÁÐλÀ´±ö¸÷È˺㬣¬£¬
£¬£¬£¬ÎÒÊÇÀ´×ÔÂú°ï¼¯ÍŵĸßÒÕÃú¡£¡£¡£¡£¡£½ñÌìÎÒ·ÖÏíµÄÖ÷ÌâÊÇÎïÁ÷ƽ̨ agent »¯×ªÐ͵Äʵ¼ù¡£¡£¡£¡£¡£ÎÒÃ÷È·ÎïÁ÷ƽ̨Õû¸ö agent »¯×ªÐÍ£¬£¬£¬
£¬£¬£¬ËüÒ²ÊÇÕû¸ö¹¤ÒµÖÇÄÜ»¯×ªÐ͵ÄÒ»¸öÇÐÃæ¡£¡£¡£¡£¡£ÎÒÏëÏÈ´ÓÕû¸öÎïÁ÷¹¤ÒµµÄÑݽøÀú³Ì¸ø¸÷ÈËÏÈÈÝһϡ£¡£¡£¡£¡£Âú°ï×ÅʵÊÇ×öµÄÊǸÉÏßÎïÁ÷£¬£¬£¬
£¬£¬£¬¸ÉÏßÉÏÃæÎÒÃÇÏÖÔÚÓаÙÍòµÄ˾»úºÍ°ÙÍòµÄ»õÖ÷¡£¡£¡£¡£¡£ÔÚ×î¹ý£¬£¬£¬
£¬£¬£¬×îÔçµÄÒÑÍù£¬£¬£¬
£¬£¬£¬×ÅʵËüÊÇÏßϵÄʱ´ú£¬£¬£¬
£¬£¬£¬ÏßϵÄʱ¼äÖ÷ÒªÊÇÊìÈËÔÚ×öÉúÒ⣬£¬£¬
£¬£¬£¬Í¨¹ýÊìÈ˹Øϵ£¬£¬£¬
£¬£¬£¬Í¨¹ýÐÅÏ¢²¿£¬£¬£¬
£¬£¬£¬Í¨¹ýµç»°Ïàͬ¡£¡£¡£¡£¡£ÔÚÕâ¸öʱ¼ä£¬£¬£¬
£¬£¬£¬ÕûÌåµÄÉúÒâЧÂÊÊǽÏÁ¿µÍµÄ¡£¡£¡£¡£¡£µ½ÁËØʺ󣬣¬£¬
£¬£¬£¬ÎÒÃÇÓÐÁË»¥ÁªÍø£¬£¬£¬
£¬£¬£¬¿­Ê±AG»õÔ´¡¢¿­Ê±AG˾»úÖð²½ÉÏÍø£¬£¬£¬
£¬£¬£¬ÕâÑù×ÓÕû¸öÕÒÐÅÏ¢µÄЧÂÊÊÇ´ó·ùÌáÉýµÄ¡£¡£¡£¡£¡£µ«×ÅʵÔÚÕâ¸öʱ¼ä£¬£¬£¬
£¬£¬£¬ÈÔÈ»ÊÇÈËÕÒÐÅÏ¢µÄÒ»¸ö½×¶Î¡£¡£¡£¡£¡£µ½ÁËÏÖÔÚ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÓÐÁËƽ̨£¬£¬£¬
£¬£¬£¬Æ½Ì¨ÐγÉÁ˹æÄ£»£»£»¯µÄ¹©Ó¦£¬£¬£¬
£¬£¬£¬ÐγÉÁËÐÅÓÃϵͳ£¬£¬£¬
£¬£¬£¬Ê¹µÃÕû¸öÉúÒâÁýÂçÄð³ÉÁËÒ»¸öÂÄÔ¼ÁýÂçµÄ״̬¡£¡£¡£¡£¡£¸ßÒÕÃú 32:59¿ÉÊǵ½Á˽ñÌ죬£¬£¬
£¬£¬£¬ÎÒÒÔΪ×ÅʵÎÒÃÇ»¹Ã»ÓÐÍêÈ«½â¾öÓû§ÕæÕýµÄÎÊÌâ¡£¡£¡£¡£¡£ÒÔÇ°ÎÒÃÇÊǽâ¾ö²»ÁË£¬£¬£¬
£¬£¬£¬ÎÒÃÇûÓÐ×ã¹»µÄÊÖÒÕ£¬£¬£¬
£¬£¬£¬µ«ÏÖÔÚµ½ÁË Agent ʱ´ú£¬£¬£¬
£¬£¬£¬ÎÒÒÔΪһЩÎÊÌâÒѾ­¿ÉÒÔ½â¾öÁË¡£¡£¡£¡£¡£ÓÉÓÚ¹ØÓÚ˾»úÀ´½²£¬£¬£¬
£¬£¬£¬Ëû²»ÊǹýÀ´ÕÒÐÅÏ¢µÄ£¬£¬£¬
£¬£¬£¬Ëû²»ÊǹýÀ´ÔÚÒ»¸ö APP ÉÏ£¬£¬£¬
£¬£¬£¬ÔÚÒ»¸öÁбíÉÏË¢»õµÄ£¬£¬£¬
£¬£¬£¬ËûÊÇÏëÈ¥ÕÒµ½Ò»Æ±»õ£¬£¬£¬
£¬£¬£¬ËûÏ룬£¬£¬
£¬£¬£¬ËûÓÐËû×Ô¼ºµÄÄ¿µÄ£¬£¬£¬
£¬£¬£¬ËûÏëҪȥµ½Ä³¸öµØ·½£¬£¬£¬
£¬£¬£¬ËûÏ£Íû׬Ǯ¡£¡£¡£¡£¡£¹ØÓÚ»õÖ÷¶øÑÔÒ²ÊÇÀàËÆ£¬£¬£¬
£¬£¬£¬Ëû×ÅʵÏ룬£¬£¬
£¬£¬£¬²»ÊÇ˵ֻÊÇÀ´·¢Ò»Æ±»õ£¬£¬£¬
£¬£¬£¬ËûÏëÒª×öµÄ×ÅʵÊÇÔÚ»®¶¨µÄʱ¼äÄÚÕÒµ½Ò»Á¾³µ£¬£¬£¬
£¬£¬£¬Äܹ»°ïËû°Ñ»õÔ´Çå¾²µÄË͵½×îºóµÄÄ¿µÄµØ¡£¡£¡£¡£¡£ÄÇôÕâ¸öÓû§µÄ×î´óµÄ¼ÛÖµ£¬£¬£¬
£¬£¬£¬Ëû×Åʵ²»ÊÇÐÅÏ¢µÄÅþÁ¬£¬£¬£¬
£¬£¬£¬¶øÊÇ×ÊÖúÓû§¡£¡£¡£¡£¡£×öÖØ´óµÄ¾öÒé¡£¡£¡£¡£¡£¸ßÒÕÃú 33:52ÎÒÃÇÃ÷È·µÄ A ×¼»¯µÄתÐÍ£¬£¬£¬
£¬£¬£¬ËüµÄʵÖÊÊÇ´ÓÈ˲Ù×÷Èí¼þ×ßµ½ÈËÍйÜÄ¿µÄ¡£¡£¡£¡£¡£Ë¾»úµÄÄ¿µÄ×ÅʵËû¾ÍÊÇÏëÕÒµ½Ò»Æ±»õ£¬£¬£¬
£¬£¬£¬È¥µ½Ä³¸öµØ·½×¬µ½Ç®£¬£¬£¬
£¬£¬£¬Ëû»á˼Á¿Ëû×Ô¼ºµÄÆ«ºÃ£¬£¬£¬
£¬£¬£¬Ëû»áÖªµÀËûÄÜ×°²»¿É×°¡£¡£¡£¡£¡£»£»£»õÖ÷×ÅʵËûµÄÏÖʵµÄÄ¿µÄÊÇÏëÕÒµ½Ò»Á¾³µ£¬£¬£¬
£¬£¬£¬ËûÐèÒª¸ú˾»ú×ö¾ÙÐÐÒé¼Û£¬£¬£¬
£¬£¬£¬ËûÐèҪȥȷ±£Õû¸ö·þÎñµÄÖÊÁ¿¡£¡£¡£¡£¡£¶ø¹ØÓÚƽ̨¶øÑÔ£¬£¬£¬
£¬£¬£¬¾ÍÊÇÔõôÑùÈ¥³Ð½ÓËûÃÇÕâЩĿµÄ¡£¡£¡£¡£¡£ÎÒÏë´Ó˾»ú×Ô¼ºµÄÄ¿µÄÈëÊÖ£¬£¬£¬
£¬£¬£¬¸ø¸÷ÈËÏÈÈÝһϣ¬£¬£¬
£¬£¬£¬´ÓÒ»¸öÔ½·¢Ìå¸ÐµÄÀý×ÓÀ´Ïëһϣ¬£¬£¬
£¬£¬£¬ÕâʲôÊÇÄ¿µÄ£¿
£¿ºÃ±È˵˾»ú¸æËßÎÒÃÇ£¬£¬£¬
£¬£¬£¬½ñÌìÎÒÏëÕÒһƱ»õ£¬£¬£¬
£¬£¬£¬½ñÌìÍíÉϻص½ÄϾ©£¬£¬£¬
£¬£¬£¬´ÓÉϺ£»£»£»ØÄϾ©¡£¡£¡£¡£¡£ÎÒÃÇÍÆÁËһЩ»õ¸øËû£¬£¬£¬
£¬£¬£¬Ëû¸úÎÒÃÇ˵£¬£¬£¬
£¬£¬£¬ÕâƱ»õ£¬£¬£¬
£¬£¬£¬Ëû¿´ÁËÒ»ÏÂÕâƱ»õ£¬£¬£¬
£¬£¬£¬¿ÕÊ»¾àÀë½ÏÁ¿Ô¶£¬£¬£¬
£¬£¬£¬²¢ÇÒËûÊÇ´ÓËÕÖݳö·¢µÄ£¬£¬£¬
£¬£¬£¬Ëû¾Í»á˵£¬£¬£¬
£¬£¬£¬ÕâƱ»õÎÒ¿ÉÒÔ½Ó£¬£¬£¬
£¬£¬£¬¿ÉÊǼÛÇ®ÄØ£¬£¬£¬
£¬£¬£¬ÒªÕǵ½ 1500 ¿éÇ®ÒÔÉÏ¡£¡£¡£¡£¡£ÒÔÊǶÔ˾»ú¶øÑÔ£¬£¬£¬
£¬£¬£¬ËûµÄÄ¿µÄÊǺÜÖØ´óµÄ£¬£¬£¬
£¬£¬£¬ËûÓÐһЩӲÐÔµÄÔ¼Êø£¬£¬£¬
£¬£¬£¬ºÃ±È˵Ëû½ñÌìÊÇÒª»ØÄϾ©µÄ£¬£¬£¬
£¬£¬£¬ËûÉÐÓÐһЩÈíÐÔµÄÆ«ºÃ£¬£¬£¬
£¬£¬£¬ºÃ±È˵Ëû²»Ï£Íû¿Õʻ̫Զ£¬£¬£¬
£¬£¬£¬ÈôÊÇ¿ÕÊ»½ÏÁ¿Ô¶µÄ»°£¬£¬£¬
£¬£¬£¬ËûÏ£Íû¼ÛÇ®Äܹ»Ô½·¢µÄ¸ßһЩ¡£¡£¡£¡£¡£ÒÔÊÇ˾»úµÄ agent Ëû²»Êǻظ²Ã¿Ò»¾ä»°£¬£¬£¬
£¬£¬£¬¶øÊÇËûÒªÃ÷È·ÉÏÏÂÎÄ£¬£¬£¬
£¬£¬£¬Î¬»¤×´Ì¬£¬£¬£¬
£¬£¬£¬°ÑÄ¿µÄת»¯³É¿ÉÖ´ÐеÄÍýÏ룬£¬£¬
£¬£¬£¬ÔÚÊг¡ÖеÄת±äÖоÙÐÐÊӲ죬£¬£¬
£¬£¬£¬»ùÓÚÊг¡µÄ¼ÛǮת±ä¡¢»õÔ´µÄת±ä£¬£¬£¬
£¬£¬£¬ËûµÄÈíÐÔµÄÆ«ºÃÒ²»á±¬·¢Ò»Á¬µÄת±ä¡£¡£¡£¡£¡£ÄÇôÓÐÁËÕâÒ»ÇÐÖ®ºó¡£¡£¡£¡£¡£¸ßÒÕÃú 35:28×î´óµÄÎÊÌâÊÇ£¬£¬£¬
£¬£¬£¬Ë¾Ê±»úÓÃÕâÑù×ÓÒ»Ì× agent µÄϵͳÂð£¿
£¿ÈôÊÇÎÒÃÇ×ö³öÀ´Ã»ÓÐÈËÓ㬣¬£¬
£¬£¬£¬ËûÕæµÄ»áÔ¸ÒâÍйÜÂð£¿
£¿ÔÚÆäËûµÄ¹¤Òµ£¬£¬£¬
£¬£¬£¬ÎÒÒÔΪºÃ±È˵Ïñ¸Õ¸Õ·ÖÏíµÄ Coding µÄ³¡¾°£¬£¬£¬
£¬£¬£¬»òÕßÊÇ Research µÄ³¡¾°£¬£¬£¬
£¬£¬£¬Õâ¸öÎÊÌâÓ¦¸ÃÊÇûÓÐÎÊÌâµÄ¡£¡£¡£¡£¡£µ«ÔÚÎïÁ÷Õâ¸öºÜÊǹŰåµÄÐÐÒµÄÚÀ£¬£¬
£¬£¬£¬Ë¾»úµÄÄêËêÒ»°ã¶¼ºÜÊÇÖ®´ó¡£¡£¡£¡£¡£×ÅʵÎÒÃÇ֮ǰһֱҲÓÐÕâ¸öÒɻ󣬣¬£¬
£¬£¬£¬¿ÉÊÇÏÖʵÉÏÏßÖ®ºó£¬£¬£¬
£¬£¬£¬ÎÒÃÇ·¢Ã÷Ч¹û±ÈÎÒÃÇÏëµÄºÃÐí¶à¡£¡£¡£¡£¡£ÕûÌåµÄÒÑÍù¼¸¸öÔ£¬£¬£¬
£¬£¬£¬Ë¾»úµÄʹÓÃÂÊ´Ó 15% Ò»Ö±Õǵ½ÁË35%¡£¡£¡£¡£¡£²¢ÇÒÖ»ÒªËûʹÓùýÒ»´Î£¬£¬£¬
£¬£¬£¬Ï´ÎʹÓõÄÁô´æÊÇ71%£¬£¬£¬
£¬£¬£¬Ô¶Ô¶¸ßÓÚ¿­Ê±AGÏëÏ󡣡£¡£¡£¡£ÊµÖÊÉÏÊÇÓÉÓÚÎÒÃǽâ¾öÁËËûÕæÕýµÄÎÊÌâ¡£¡£¡£¡£¡£¸ßÒÕÃú 36:13˾»úÊǺÜÊÇÐÁÇڵģ¬£¬£¬
£¬£¬£¬ËûÌìÌì»á»¨ 169 ·ÖÖÓÔÚƽ̨ÉÏ¿´»õ£¬£¬£¬
£¬£¬£¬»òÐíÊÇ 2.5 ¸öСʱ£¬£¬£¬
£¬£¬£¬ËûÉúÖÀÖеÄ10%¡£¡£¡£¡£¡£²¢ÇÒËûÓÐÐí¶àʱ¼äûÓÐʱ»úÈ¥¿´»õ£¬£¬£¬
£¬£¬£¬ËûÔÚ¿ª³µ£¬£¬£¬
£¬£¬£¬ËûÔÚװж»õ£¬£¬£¬
£¬£¬£¬ËûÔÚÓ÷¹£¬£¬£¬
£¬£¬£¬ËûÔÚÐÝÏ¢¡£¡£¡£¡£¡£µ±Ëû°ÑËûµÄÄ¿µÄ½»¸øÁË agent Ö®ºó£¬£¬£¬
£¬£¬£¬ÎÒÃÇÄܹ»×ÊÖúËûÔÚ 24 СʱһÁ¬µÄ¿´»õ£¬£¬£¬
£¬£¬£¬Ë¾»ú½ÚÔ¼ÁËʱ¼ä¡£¡£¡£¡£¡£µ«ËûÄÜÕÒµ½¸üºÃµÄ»õ£¬£¬£¬
£¬£¬£¬ÓÉÓÚÈκÎһƱ»õ·ºÆðµÄʱ¼ä£¬£¬£¬
£¬£¬£¬ËûµÄÄ¿µÄ¶¼ÔÚÏßÉÏ¡£¡£¡£¡£¡£ÄÇô¹ØÓÚƽ̨¶øÑÔ£¬£¬£¬
£¬£¬£¬×ÅʵÊǸü´óµÄÊÕÒæ¡£¡£¡£¡£¡£ÈôÊÇ¿­Ê±AG°ÙÍòµÄ˾»ú¶¼Ô¸Ò⽫ËûµÄÄ¿µÄÍйܸøϵͳ£¬£¬£¬
£¬£¬£¬ÍйܸøÕâ¸öagent£¬£¬£¬
£¬£¬£¬ÄÇô¿­Ê±AGÕû¸ö¹©Ó¦½«»á·­ 10 ±¶¡£¡£¡£¡£¡£¸ßÒÕÃú 36:55ÒÔÇ°×î´óµÄÎÊÌâ×ÅʵÊÇʱ¼äºÍ¿Õ¼äµÄ´íÅ䣬£¬£¬
£¬£¬£¬µ±Ò»Æ±»õÔ´·¢³öµÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÕæÕýÄܹ»³Ð½ÓµÄ˾»ú²¢²»ÔÚÏßÉÏ¡£¡£¡£¡£¡£ÏÖÔÚÈôÊÇÊý°ÙÍòµÄ˾»úËùÓÐÍйÜÁËÄ¿µÄ£¬£¬£¬
£¬£¬£¬ÄÇôÈκÎһƱ»õ·¢³öµÄʱ¼ä£¬£¬£¬
£¬£¬£¬Ô­À´µÄÏìӦʱ¼äÊÇÊ®¼¸¶þÊ®·ÖÖÓ£¬£¬£¬
£¬£¬£¬µ½ÁËÏÖÔÚËü»áÄð³É 3 ·ÖÖÓ£¬£¬£¬
£¬£¬£¬Äð³É 5 ·ÖÖÓ£¬£¬£¬
£¬£¬£¬ÄÇô»õÖ÷µÄÌåÑé»á´ó·ùÌáÉý¡£¡£¡£¡£¡£²¢ÇÒ¹ØÓÚƽ̨¶øÑÔ£¬£¬£¬
£¬£¬£¬ÄÇô¾Í»á´ú±í×ÅÓиü¶àµÄ³É½»£¬£¬£¬
£¬£¬£¬×îºó´ï¡£¡£¡£¡£¡£¸æ¿¢Ë¾»ú¡¢»õÖ÷¡¢Æ½Ì¨µÄÈý·½¹²Ó®¡£¡£¡£¡£¡£¸ßÒÕÃú 37:28ÔÚ²úÆ·ÉϺÍÉÌҵģʽÉÏÄܹ»×ß֮ͨºó£¬£¬£¬
£¬£¬£¬×î´óµÄÎÊÌâÊÇÔõôÑùÉú²úÕâÑù×ÓÒ»Ì× agent µÄϵͳ£¬£¬£¬
£¬£¬£¬Éú²úÒ»Ì×ÕæÕýµÄ¹¤Òµ¼¶£¬£¬£¬
£¬£¬£¬Äܹ»ÔÚÏßÉÏʹÓõÄÊý°ÙÍò˾»ú¡¢»õÖ÷ÄÜÓÃµÄ agent ϵͳ£¬£¬£¬
£¬£¬£¬×ÅʵÓкÜÊǶàµÄÌôÕ½¡£¡£¡£¡£¡£ÎÒÒÔΪ×î½¹µã£¬£¬£¬
£¬£¬£¬ÎÒÃÇÏÖÔÚʵ¼ùÏÂÀ´Óöµ½ÁËÈý¸öÌôÕ½¡£¡£¡£¡£¡£µÚÒ»¸öÌôÕ½ÊÇÕû¸öϵͳµÄת±äºÜÊÇÖ®¿ì£¬£¬£¬
£¬£¬£¬ÎÒÃÇÌìÌìÓм¸°ÙÍòµÄ»õÔ´»á·¢³ö£¬£¬£¬
£¬£¬£¬»õÔ´»á³É½»£¬£¬£¬
£¬£¬£¬Ë¾Ê±»úÒƶ¯£¬£¬£¬
£¬£¬£¬×´Ì¬Ò»Ö±Ôڱ䡣¡£¡£¡£¡£ÕâÑù×Óµ¼ÖÂÁËÕû¸ö agent µÄÅÌËãÁ¿ºÜÊÇÖ®´ó¡£¡£¡£¡£¡£µÚ¶þ¸öºÜ½¹µãµÄÌôÕ½ÊÇ£¬£¬£¬
£¬£¬£¬ÈôÊÇÎÒÃÇÓà agent È¥×öÖÖÖֵľöæźÍ˼Ë÷£¬£¬£¬
£¬£¬£¬ËüµÄËÙÂÊÊǺÜÊÇÖ®ÂýµÄ£¬£¬£¬
£¬£¬£¬±ÈÆðÒÔÇ°¼òÖ±¶¨ÐÔµÄϵͳ£¬£¬£¬
£¬£¬£¬ËüµÄ¾öÒéʱ¼ä»á´Ó¼¸ÃëÖÓÄð³É¼¸Ê®ÃëÖÓ£¬£¬£¬
£¬£¬£¬¶ø»õÔ´×Ô¼ºµÈ²»ÁËÎÒÃÇÄÇô¾Ã£¬£¬£¬
£¬£¬£¬µ¼ÖÂÁË˾»ú×Ô¼º¿´»õÄܺܿì¾öÒ飬£¬£¬
£¬£¬£¬¶ø½»¸øÁË agent Ö®ºó·´¶ø±äÂý¡£¡£¡£¡£¡£¸ßÒÕÃú 38:23µÚÈý¸öÊÇ£¬£¬£¬
£¬£¬£¬ÈôÊÇ agent ×öÁËһЩ²»¶ÔÒ˵ÄÊÂÇ飬£¬£¬
£¬£¬£¬×îºóÔì³ÉµÄËðʧ¾¿¾¹Ë­À´¼ç¸º£¿
£¿ÎÒÏȽ²µÚÒ»¸öÎÊÌ⣬£¬£¬
£¬£¬£¬±¾Ç®µÄÎÊÌâ¡£¡£¡£¡£¡£¼¸°ÙÍòµÄ˾»úÔÚÏߣ¬£¬£¬
£¬£¬£¬×Åʵ²»¼´ÊÇÎÒÃÇÓм¸°ÙÍòµÄ 24 СʱµÄÀú³ÌÔÚÏߣ¬£¬£¬
£¬£¬£¬¸ü²»¼´ÊÇÎÒÃÇÓм¸°ÙÍò¸ö agentloop Ò»Ö±ÔÚÅÜ£¬£¬£¬
£¬£¬£¬·ñÔòµÄ»°ÎÒÏàÐÅÈκÎÒ»¸öÆóÒµ£¬£¬£¬
£¬£¬£¬Ëü¶¼²»¿ÉÄÜÖ§¸¶µÄÆ𡣡£¡£¡£¡£¸ßÒÕÃú 38:50ÏÖʵÉÏ£¬£¬£¬
£¬£¬£¬ÔÚ¿­Ê±AGÏëÏóÖ®ÖУ¬£¬£¬
£¬£¬£¬ÔÚ¿­Ê±AGʵ¼ùÖ®ÖУ¬£¬£¬
£¬£¬£¬ÎÒÃÇ×ÅʵÊÇÊý°ÙÍò¸öÒ»Á¬¿É»Ö¸´µÄ¾öÒé״̬£¬£¬£¬
£¬£¬£¬ÕâЩ״̬°üÀ¨Ëü×Ô¼ºµÄÄ¿µÄÊÇʲô£¬£¬£¬
£¬£¬£¬ÎÒÃdzÆ֮Ϊmission¡£¡£¡£¡£¡£Ëû×Ô¼ºµÄ memory ÊÇÔõôÑùµÄ£¿
£¿ÎÒÃÇ»ùÓÚËûµÄÄ¿µÄ£¬£¬£¬
£¬£¬£¬¸øËûÖƶ©ÁËÔõôÑùµÄÕÒ»õÕ½ÂÔ£¿
£¿ËûÕâ¸ö˾»úµÄ¶ÌÆںͺã¾ÃµÄÆ«ºÃÓÖÊÇÔõÑùµÄ£¿
£¿ÕâЩËùÓеÄ״̬£¬£¬£¬
£¬£¬£¬ÎÒÃÇ×Åʵ¶¼ÊǶ¯Ì¬µÄÒ»Ö±´æ´¢ÔÚÊý¾Ý¿âÖ®Öеġ£¡£¡£¡£¡£¸ßÒÕÃú 39:21µ±ÊÂÎñ±¬·¢µÄʱ¼ä£¬£¬£¬
£¬£¬£¬ºÃ±È˵˾»úµÄ¶Ô»°±¬·¢£¬£¬£¬
£¬£¬£¬ºÃ±È˵ÖÜÆÚÐԵķ´À¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ºÃ±È˵ÒâͼµÄת±ä£¬£¬£¬
£¬£¬£¬ºÃ±È˵³É½»×´Ì¬£¬£¬£¬
£¬£¬£¬»õÔ´·¢³ö£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»áÈ¥ÅжÏÕâÒ»¸ö״̬µÄÓÅÏȼ¶¾¿¾¹ÊDz»ÊǽôÆȵģ¿
£¿¶Ô»°Ëû¿ÉÒÔ×öÇÀÕ¼£¬£¬£¬
£¬£¬£¬ÖÜÆÚÐԵķ´À¡¡£¡£¡£¡£¡£¿
£¿ÉÒÔ×öºÏ²¢£¬£¬£¬
£¬£¬£¬Í¨Ë×µÄÊÂÎñ¿ÉÒÔ×öÆÚ´ý£¬£¬£¬
£¬£¬£¬ agent Ö»ÓÐÔÚÒªº¦µÄʱ¼ä²Å»á±»»½Æ𡣡£¡£¡£¡£Ã¿´Î±»»½ÆðµÄʱ¼ä£¬£¬£¬
£¬£¬£¬ËüÖ´ÐÐÒ»´Î£¬£¬£¬
£¬£¬£¬¸üÐÂ״̬£¬£¬£¬
£¬£¬£¬ÖØÐÂÐÝÃß¡£¡£¡£¡£¡£ÒÔÊǹØÓÚÓû§µÄ¸ÐÖªÉÏÀ´¿´£¬£¬£¬
£¬£¬£¬ÕâÊÇÒ»¸ö 24 СʱһֱÔÚ°ïËûÕÒ»õµÄagent¡£¡£¡£¡£¡£¿ÉÊÇ´Óϵͳ²ãÃæÉÏ£¬£¬£¬
£¬£¬£¬´Ó¹¤³ÌµÄʵÏÖÉÏÀ´¿´£¬£¬£¬
£¬£¬£¬ËüÊÇÒ»¸öÊÂÎñÇý¶¯µÄ¡¢µ¯ÐÔÔËÐеġ¢¿ÉÖÎÀíµÄ»ù´¡ÉèÊ©¡£¡£¡£¡£¡£¸ßÒÕÃú 40:05µÚ¶þ¸ö½¹µãÎÊÌ⣬£¬£¬
£¬£¬£¬¸Õ¸Õ×ÅʵҲ½²µ½ÁË£¬£¬£¬
£¬£¬£¬Ë¾»ú×ÅʵÌØÊâÌåÌùһƱ»õ·ºÆðÖ®ºó£¬£¬£¬
£¬£¬£¬ÎÒÃǻ᲻»áµÚһʱ¼äÍƸøËû£¿
£¿¿­Ê±AGÏìÓ¦ËÙÂÊÊDz»ÊÇ×ã¹»¿ì£¿
£¿Ëû»á²»»áËðʧÁËËûµÄ»õÔ´£¿
£¿ÎªÏàʶ¾öÕâ¸öÎÊÌ⣬£¬£¬
£¬£¬£¬ÎÒÃÇ×îºóÉè¼ÆÁËÒ»Ì×Ë«Ñ­»·µÄϵͳ¡£¡£¡£¡£¡£Ò»¸öÊdz¤Ë¼Ë÷µÄÑ­»·£¬£¬£¬
£¬£¬£¬Õâ¸ö¸úÈ˺ÜÊÇÏñ£¬£¬£¬
£¬£¬£¬ÈË»á×ö³¤Ë¼Ë÷£¬£¬£¬
£¬£¬£¬»á×ö¿ì˼Ë÷¡£¡£¡£¡£¡£³¤Ë¼Ë÷µÄÑ­»·¾öÒéÁËÎÒÃǾ¿¾¹Ôõô¿´»õ¡£¡£¡£¡£¡£µ±Óû§ËµÒ»¾ä»°£¬£¬£¬
£¬£¬£¬±ä»»ËûµÄÄ¿µÄµÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»áÔÚ 10 ÃëÖÓÖ®ÄÚ¸øËû×öÏìÓ¦£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»áÃ÷È·ËûµÄÄ¿µÄ¾¿¾¹ÊÇÔõôÑùµÄ¡£¡£¡£¡£¡£»£»£»ùÓÚËûµÄÄ¿µÄ£¬£¬£¬
£¬£¬£¬ºÃ±È˵½ñÌìËûÒª»ØÄϾ©£¬£¬£¬
£¬£¬£¬ËûÐèÒª 1500 ¿éÇ®ÒÔÉÏ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔõôÑù¸üºÃµÄ¸øËûÕÒ»õ£¿
£¿ÎÒÒª²»Òª´ÓÉϺ£È¥µ½Õò½­£¬£¬£¬
£¬£¬£¬ÈôÊÇûÓлõµÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÒª²»Òª´ÓËÕÖݳö·¢£¿
£¿ÎÒÒª²»ÒªË¼Á¿¿Õʻһ¶Î¾àÀ룿
£¿ÕâЩËùÓеÄÕ½ÂÔ£¬£¬£¬
£¬£¬£¬ÎÒÃÇͨ¹ýÒ»¸öÒ»·ÖÖӵij¤Ë¼Ë÷£¬£¬£¬
£¬£¬£¬ÐγÉÁËÒ»Ì׿ÉÒÔÖ±½Óͨ¹ýÈ·¶¨ÐÔϵͳִÐеĴúÂë¡£¡£¡£¡£¡£¸ßÒÕÃú 41:02ÕâÌ×´úÂëËüÕûºÏÁËÎÒÃÇ×Ô¼ºµÄÍƼöϵͳ£¬£¬£¬
£¬£¬£¬ÕûºÏÁË¿­Ê±AGÕٻء¢¿­Ê±AG´ÖÅÅ¡¢¿­Ê±AG¾«ÅÅ¡¢¿­Ê±AG´¥´ïÄÜÁ¦£¬£¬£¬
£¬£¬£¬Ê¹µÃÕâÌ×ϵͳÄܹ»Í¨¹ýÈ·¶¨ÐÔµÄϵͳÔÚ 1 µ½ 2 ÃëÖ®ÄÚ×ö¾öÒé¡£¡£¡£¡£¡£Õâ¾ÍʹµÃ´óÄ£×ÓÖ»ÐèÒªÏëÇåÎúÒ»´Î£¬£¬£¬
£¬£¬£¬È·¶¨ÐÔµÄϵͳÈÏÕæÖ´ÐÐÍòÍò´Î¡£¡£¡£¡£¡£ÕâÑù¼È±£´æÁË agent µÄÃ÷È·ºÍÍÆÑݵÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬Ò²Öª×ãÁËÎïÁ÷ÉúÒâÖ®ÖкÜÊÇÑÏ¿áµÄʱЧÐÔµÄÒªÇ󡣡£¡£¡£¡£¸ßÒÕÃú 41:33ÒªÐγÉÕâÑù×ÓÒ»Ì×ϵͳ£¬£¬£¬
£¬£¬£¬ÎÒÃÇ×ܹ²ÊÇÓÐÎå²ãµÄ¼Ü¹¹¡£¡£¡£¡£¡£µÚÒ»²ãÊÇ AI µÄÍø¹Ø£¬£¬£¬
£¬£¬£¬ AI µÄÍø¹Ø²»µ«ÊÇ·þÎñµÄÈë¿ÚÒÔ¼°×ÊÔ´µ÷ÀíµÄƽ̨£¬£¬£¬
£¬£¬£¬Ëüͳһ½ÓÈëÁË°ÙÁ¶µÄÕû¸öÄ£×ӵķþÎñ£¬£¬£¬
£¬£¬£¬²¢ÇÒ×öÁËÕû¸öЭÒéµÄÊÊÅ䣬£¬£¬
£¬£¬£¬×öÁËfallback£¬£¬£¬
£¬£¬£¬×öÁË token ¼¶±ðµÄÏÞÁ÷¡£¡£¡£¡£¡£µÚ¶þ²ãÊÇ״̬ºÍÓ°Ï󣬣¬£¬
£¬£¬£¬ Agent µÄʵÖÊÊÇÒ»Á¬Ê¹Ãü£¬£¬£¬
£¬£¬£¬ÎÒÃÇÐèÒª°ÑËü³¤ÆÚ»¯¡£¡£¡£¡£¡£µÚÈý²ãÊÇÇå¾²µÄÖ´ÐУ¬£¬£¬
£¬£¬£¬ÎÒÃÇͨ¹ý Agent run µÄ sandbox ½â¾öÁËÕû¸ö¿Õ¾äŲÓᢴúÂëÖ´ÐеÄȨÏÞ¡¢ÉÏÏÂÎĵĸôÀëµÄÎÊÌâ¡£¡£¡£¡£¡£µÚËIJãÊÇÔËÐÐʱ¡£¡£¡£¡£¡£ÔËÐÐʱµÄÕûÌåµÄÊӲ죬£¬£¬
£¬£¬£¬ÎÒÃÇÍйÜÁËÕû¸ö langfuse µ½ÁË°¢ÀïÔÆÖ®ÉÏ£¬£¬£¬
£¬£¬£¬Ê¹µÃÕû¸öÆÀ²âÄܹ»ºÜÊÇÇå¾²¡¢³¤ÆÚ¡¢¿ÉÍØÕ¹µÄÒ»Ö±±£´æÏÂÀ´¡£¡£¡£¡£¡£×îºóÎÒÏë½²µÄÊÇ£¬£¬£¬
£¬£¬£¬ agent ×ÅʵÊÇÔÚÉú²úϵͳÖеÄÒ»¸öÒ»Á¬µÄ½ø»¯Àú³Ì¡£¡£¡£¡£¡£ÕæÕýµÄÒ»¸ö agent ϵͳÉÏÏßÖ®ºó£¬£¬£¬
£¬£¬£¬ÍùÍùÊÇÁîÈ˲»Öª×ãµÄ£¬£¬£¬
£¬£¬£¬ËüµÄÐèÒª¾­Óɺܳ¤Ê±¼äµÄÓÅ»¯£¬£¬£¬
£¬£¬£¬¶øÿһ´ÎµÄʧ°Ü¶¼Ó¦¸ÃÄð³É¿ÉÒÔΪÕâ¸öϵͳÓÅ»¯µÄ×ʲú£¬£¬£¬
£¬£¬£¬Õâ¸öÒ²³ÉΪÁËÏÖÔÚºÜÊÇͨÓõķ¶Ê½¡£¡£¡£¡£¡£¹ØÓÚÎÒÃǶøÑÔ£¬£¬£¬
£¬£¬£¬Ã¿´ÎµÄ¹ýʧ¡¢Ã¿´ÎµÄÎÊÌ⡢ÿһ´ÎµÄbadcase£¬£¬£¬
£¬£¬£¬ÎÒÃǾ­ÓÉÁËÔÆÉϵĻØÁ÷Ö®ºó£¬£¬£¬
£¬£¬£¬»áÈ¥×öÕû¸ö¹éÒò£¬£¬£¬
£¬£¬£¬¿´Ëü¾¿¾¹ÊDzúÆ·µÄÎÊÌâ¡¢ÊÇÁ÷³ÌµÄÎÊÌâ¡¢ÊÇÄ£×ÓµÄÎÊÌ⣬£¬£¬
£¬£¬£¬×îºóÐÎ³É Golden Testset¡£¡£¡£¡£¡£Õâ¸ö Golden Testset »áÓÐÁ½¸öÄ¿µÄ£¬£¬£¬
£¬£¬£¬Ò»¸öËü»áÈ¥×öÈ«Á÷Á¿µÄÆÀ²â£¬£¬£¬
£¬£¬£¬µÚ¶þ¸öËü»áÐγÉÕû¸öµÄѵÁ·Êý¾Ý¡£¡£¡£¡£¡£ÎÒÃÇ»ùÓÚ°¢ÀïÔÆ×öÁ˺ܺõÄÕûÒ»Ì×µÄÁ÷³Ì¡£¡£¡£¡£¡£ÕâÀïÎÒÏë½²Ò»ÏÂÂú°ïƽ̨£¬£¬£¬
£¬£¬£¬»òÕß˵ÆäËûµÄÆóҵƽ̨£¬£¬£¬
£¬£¬£¬×Åʵ¶¼ÓÐÒ»¸öºÜ´óµÄ¼Ç¹Ò¡£¡£¡£¡£¡£ÎÒÃÇÒ»Ö±ÒÔΪÊý¾ÝÊDz»¿É³öÓòµÄ£¬£¬£¬
£¬£¬£¬ÄÇô¡£¡£¡£¡£¡£½¹µã¾ÍÊÇÔõôÑùÔÚ˽Óл¯ÓµÓÐÕâЩÊý¾ÝµÄͬʱ£¬£¬£¬
£¬£¬£¬Íê³ÉÕû¸öµÄ½ø»¯ºÍÁ÷³Ì¡£¡£¡£¡£¡£¸ßÒÕÃú 43:24°¢ÀïÔÆÌáÌṩÁËÕûÒ»¸öµÄÊý¾ÝµÄ»ØÁ÷£¬£¬£¬
£¬£¬£¬Õû¸öµÄѵÁ·µÄÇéÐΣ¬£¬£¬
£¬£¬£¬ÎÒÃÇ»ùÓÚÅÉ×öÁËÕû¸öµÄÆ«ºÃµÄ¶ÔÆëµÄºóѵÁ·£¬£¬£¬
£¬£¬£¬ÔÚδÀ´Ò²»áÈ¥¾ÙÐг¤³ÇʹÃü£¬£¬£¬
£¬£¬£¬Ñ§»á½ðÅÆ˾»úºÍ»õÖ÷˾»ú³¤³ÇµÄ¾öÒéÂß¼­¡£¡£¡£¡£¡£ÎÒÃÇ°¢ÀïÔÆÌṩÁËÄ£×Óµ¥Î»£¬£¬£¬
£¬£¬£¬¿ÉÒÔÔÚÎÒÃÇ˽Óл¯°²ÅŵÄÇéÐÎÄÚÀï×öÍÆÀí£¬£¬£¬
£¬£¬£¬´Ó¶øʹµÃËùÓеÄÊý¾Ý²»³öÓò£¬£¬£¬
£¬£¬£¬ÎÒÃÇÄÜ×öµ½´ÓѵÁ·µ½ÍÆÀíµÄÕû¸ö agent Á÷³Ì¡£¡£¡£¡£¡£ÕâÄÚÀï×ÅʵÓÐÒ»¸öµã£¬£¬£¬
£¬£¬£¬µ±Êý¾Ý²»³öÓò£¬£¬£¬
£¬£¬£¬µ±ËùÓй¤¾ß¶¼ÊÇ˽Óл¯£¬£¬£¬
£¬£¬£¬ÄÇôÕû¸ö±¾Ç®¾Í»á²»¿É¿Ø£¬£¬£¬
£¬£¬£¬ÓÉÓÚ¶¼ÊÇÒ»¸öÆóÒµ×Ô¼ºÓÃËùÓеŤ¾ß¡£¡£¡£¡£¡£¶øÕâÀïµÄ AI Íø¹Ø×ÅʵËüµÄÕû¸ö·ÖʱÏÞÁ÷Æðµ½Á˺ÜÊÇ´óµÄ×÷Ó㬣¬£¬
£¬£¬£¬ÎÒÃÇÔÚÏßÉÏá¯ÁëʱÆÚ»á°ÑËùÓеÄ×ÊÔ´Áô¸øÏßÉÏ×öÍÆÀí£¬£¬£¬
£¬£¬£¬°ü¹ÜÕû¸öÏßÉϵÄϵͳºÜÊÇÎȹ̵ÄÔËÐС£¡£¡£¡£¡£µ±ÎÒÃDz»ÐèÒªÄÇô¶àÏßÉÏ×ÊÔ´µÄʱ¼ä£¬£¬£¬
£¬£¬£¬µ±²¨¹ÈʱÆÚ£¬£¬£¬
£¬£¬£¬ÎÒÃǾͻá°ÑÕâЩ×ÊÔ´Á÷ÒÑÍù×öÈ«Á¿µÄÆÀ²â£¬£¬£¬
£¬£¬£¬»á°ÑËüÄÃÈ¥×öÊý¾ÝµÄÍÚ¾ò¡£¡£¡£¡£¡£´Ó¶øµ¼ÖÂÕû¸öµÄ±¾Ç®´ó·ù½µµÍ¡£¡£¡£¡£¡£¸ßÒÕÃú 44:34ÔÚÒÑÍùµÄƽ̨£¬£¬£¬
£¬£¬£¬ÅþÁ¬µÄÊÇÈ˺ÍÈË£¬£¬£¬
£¬£¬£¬ÔÚÏÖÔÚÅþÁ¬µÄÊÇÈË¡¢Êý¾ÝºÍ·þÎñ£¬£¬£¬
£¬£¬£¬µ½ÁËδÀ´£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒÔΪƽ̨×îÖÕÅþÁ¬µÄÊÇ Agent ºÍAgent¡£¡£¡£¡£¡£Æ½Ì¨µÄ¼ÛÖµ²»ÊÇË«·½µÄ Agent ×ÔÓɵIJ©ÞÄ£¬£¬£¬
£¬£¬£¬ËüÊÇÔõôÑùÔÚÒ»¸öͳһµÄ¹æÔòÖ®ÏÂÍê³ÉÄ¿µÄµÄЭÉÌÒÔ¼°¹æÔòµÄЭµ÷¡£¡£¡£¡£¡£ Agent ÈÏÕæ´¦Àí²»È·¶¨ÐÔ£¬£¬£¬
£¬£¬£¬¶ø¹¤³ÌÈÏÕæÖ´ÐÐÈ·¶¨ÐÔ¡£¡£¡£¡£¡£×îºóƽ̨½ç˵ÔõôÑù¿ÉÐŵÄЭ×÷¡£¡£¡£¡£¡£¸ßÒÕÃú 45:07×îºóÎÒÏë»Øµ½½ñÌìÕû¸ö·ÖÏíµÄÖ÷Ì⣬£¬£¬
£¬£¬£¬Õû¸ö°¢ÀïÔÆµÄ agentic µÄ cloud »ù´¡ÉèÊ©£¬£¬£¬
£¬£¬£¬ÎªÕû¸ö agent ½øÈëµ½ÕæÕýµÄÎïÁ÷Éú²úϵͳÌṩÁË×îÒªº¦µÄÄÜÁ¦°ü¹Ü¡£¡£¡£¡£¡£ÎÒÃÇÐèÒªµÄ²»Êǵ¥µãµÄÄ£×ÓÄÜÁ¦£¬£¬£¬
£¬£¬£¬ÎÒÃÇÐèÒªµÄÕûÒ»Ì×µÄ agentic cloud »ù´¡ÉèÊ©¡£¡£¡£¡£¡£ÎÒÒÔΪÓұߵÄÈý¾ä»°Êǽ¹µãÎÒµÄÌå»á£¬£¬£¬
£¬£¬£¬Ò»¸öÊÇÒª¿´µÃ¼û£¬£¬£¬
£¬£¬£¬ÎÒÃÇҪȫÁ÷³Ì¿ÉÊӲ졣¡£¡£¡£¡£µÚ¶þ¸öÊÇÊصÃס£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒªÇå¾²¡£¡£¡£¡£¡£µÚÈý¸öÊÇ¿­Ê±AG ROI ÒªËãµÃÇåÎú£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒªÄܹ»×öÒ»Á¬µÄÓÅ»¯¡£¡£¡£¡£¡£¸ßÒÕÃú 45:41ÕâÒ²ÊÇÎÒ×îºóµÄ×ܽᣬ£¬£¬
£¬£¬£¬ÎïÁ÷ƽ̨µÄ agent »¯£¬£¬£¬
£¬£¬£¬Ëü²»µ«ÊǶàÁËÒ»¸ö AI µÄ¹¦Ð§£¬£¬£¬
£¬£¬£¬ËüÊÇ°Ñƽ̨´ÓÕû¸öÁýÂçÉúÒâµÄϵͳ½»¸øÁËÎÈ¹ÌµÄ agent ÉèÊ©£¬£¬£¬
£¬£¬£¬Éý¼¶ÎªÁË agent to agent µÄ¿ÉÐÅ agent µÄЭ×÷ϵͳ¡£¡£¡£¡£¡£ÎÒ½ñÌìµÄ·ÖÏíµ½Õâ±ß¿¢Ê£¬£¬£¬
£¬£¬£¬Ð»Ð»¸÷ÈË¡£¡£¡£¡£¡£

°¢ÀïÔÆÖÇÄܼ¯ÍÅÑз¢¸±×ܲᢵ¯ÐÔÅÌËãÈÏÕæÈËÎâ½áÉú£º°¢ÀïÔÆÍÆÈ«ÐÂKV»º´æÓë´æ´¢¼Ü¹¹£¬£¬£¬
£¬£¬£¬Õ¼ÓÐÈ«Õ»AIÔÆ·þÎñ40.1%Êг¡·Ý¶î

Ö÷³ÖÈË 46:10лл¸ßÒÕÃúÏÈÉú£¬£¬£¬
£¬£¬£¬ÈÃÎÒÃÇ¿´µ½ÁËÖÇÄÜÌåÔÚÕæʵ¹¤Òµ³¡¾°ÖÐÊͷŵÄÖØ´óÄÜÁ¿¡£¡£¡£¡£¡£¶øÖ§³ÖÕâÒ»Çеģ¬£¬£¬
£¬£¬£¬Êǵײã»ù´¡ÉèÊ©µÄÒ»Á¬½ø»¯¡£¡£¡£¡£¡£½ÓÏÂÀ´ÓÐÇë°¢ÀïÔÆÖÇÄܼ¯ÍÅÑз¢¸±×ܲᢵ¯ÐÔÅÌËãÈÏÕæÈËÎâ½áÉú´øÀ´Ñݽ² AI Native ÔÆ»ù´¡ÉèÊ©µÄÁ¢ÒìÓëÉú³¤¡£¡£¡£¡£¡£Îâ½áÉú 46:38¸÷ÈËÔçÉϺ㬣¬£¬
£¬£¬£¬ºÜÊÇÐ˷ܽè´Ëʱ»ú¸ø¸÷È˻㱨һÏ°¢ÀïÔÆ AI Native »ù´¡ÉèÊ©½üÆÚµÄһЩÁ¢ÒìºÍÉú³¤¡£¡£¡£¡£¡£°¢ÀïÔÆÊÇÈ«ÇòÉÙÊýµÄ¼¸¸ö¾ß±¸È«Õ»µÄ AI »ù´¡ÉèÊ©ÄÜÁ¦µÄ¡£¡£¡£¡£¡£Õâ¸öÔÆ·þÎñÉÌ¡£¡£¡£¡£¡£Ê×ÏÈÎÒÃÇÓб鲼ȫÇòµÄ IDC µÄÉèÊ©£¬£¬£¬
£¬£¬£¬ÎÒÃÇÓÐ×Ô¼º¸»ºñµÄ×ÔÑеÄÓ²¼þºÍоƬ£¬£¬£¬
£¬£¬£¬´Ó´ÅÅ̵ĿØÖÆÆ÷оƬ£¬£¬£¬
£¬£¬£¬µ½¿­Ê±AG¸ßÐÔÄÜÍø¿¨£¬£¬£¬
£¬£¬£¬µ½CIPU£¬£¬£¬
£¬£¬£¬µ½¿­Ê±AGÒÐÌìµÄCPU£¬£¬£¬
£¬£¬£¬ÕæÎäµÄ AI оƬ£¬£¬£¬
£¬£¬£¬µ½¿­Ê±AG ICN µÄ»¥ÁªÐ¾Æ¬£¬£¬£¬
£¬£¬£¬ÒÔ¼°³¬½Úµã·þÎñÆ÷¡£¡£¡£¡£¡£µÚÈýÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÓи»ºñµÄÔƵIJúÆ·ºÍ·þÎñ¡£¡£¡£¡£¡£Îâ½áÉú 47:22µÚËÄÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÓÐ×Ô¼ºµÄǧÎÊ´óÄ£×ӺͰÙÁ¶µÄÍÆÀí·þÎñ¡£¡£¡£¡£¡£ÎÒÃǼÓËÙÁËÕâЩȫջµÄAIµÄ»ù´¡ÉèÊ©¼ÓËÙÁËÖÇÄÜÌåµÄÉú³¤Ä³È˹¤ÖÇÄÜÓ¦ÓõÄÂäµØ¡£¡£¡£¡£¡£ÏÂÃæµÄ·ÖÏíÄØ£¬£¬£¬
£¬£¬£¬ÎÒ»á´ÓÈý¸ö·½ÃæÀ´¸ø¸÷ÈËÏÈÈÝ£¬£¬£¬
£¬£¬£¬Ê×ÏÈÊÇ¿­Ê±AG»ù´¡ÉèÊ©ÔõôÑùÈ¥¼ÓËÙÄ£×ÓµÄѵÁ·£¬£¬£¬
£¬£¬£¬ÔõôȥÌá¸ßÍÆÀíµÄЧÂÊ£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÔõôÑùÈ¥Èøü¶àµÄÖÇÄÜÌåÔÚ°¢ÀïÔÆÉÏÃæ¹æÄ£»£»£»¯µÄÔËÐС£¡£¡£¡£¡£ÔÚ´óÄ£×ÓµÄѵÁ·Àú³ÌÄÚÀ£¬£¬
£¬£¬£¬×ÅʵËãÁ¦µÄÖÊÁ¿ÄØ£¬£¬£¬
£¬£¬£¬ÊǺÜÊÇÖ÷ÒªµÄ¡£¡£¡£¡£¡£½ñÌìÎÒÃÇÒ²ºÜÊÇÐ˷ܵÄÈ¥ÕýʽÐû²¼¡£¡£¡£¡£¡£Îâ½áÉú 48:00³¬½ÚµãʵÁ¦ÊÇ»ùÓÚÎÒÃÇƽͷ¸çµÄÕæÎäµÄ M 890 AI оƬ£¬£¬£¬
£¬£¬£¬ÒÔ¼° ICN Switch 1.0 оƬ£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÎÒÃÇ°¢ÀïÔƵÄÅ;à AI ³¬µÈ·þÎñÆ÷½Úµã£¬£¬£¬
£¬£¬£¬ÕâÑùµÄÒ»¸öÈý¼þÊÖÒÕ×é³ÉµÄ¡£¡£¡£¡£¡£ÔÚ³¬½Úµã·þÎñÆ÷À£¬£¬
£¬£¬£¬³¬½ÚµãÄÚÀ£¬£¬
£¬£¬£¬ÎÒÃÇÉèÖÃÁË 64 ÕÅ¿¨£¬£¬£¬
£¬£¬£¬Ã¿ÕÅ¿¨ÄØÅþÁ¬µ½ 8 ¸ö ICN Switch£¬£¬£¬
£¬£¬£¬¿¨¼äµÄ»¥ÁªËÙÂʵִï800GB£¬£¬£¬
£¬£¬£¬Ã¿ÕÅ M 890 оƬËüÒ²ÉèÖÃÁË 144 G µÄÏÔ´æ¡£¡£¡£¡£¡£Õû¸ö³¬½ÚµãµÄÏÔ´æµÖ´ïÁË 9 ¸öTerabytes£¬£¬£¬
£¬£¬£¬¾ÍÊÇ 9T µÄÏÔ´æµÄÈÝÁ¿¡£¡£¡£¡£¡£ÕâÑù´óµÄÒ»¸öÈÝÁ¿µ×Ï£¬£¬£¬
£¬£¬£¬×ÅʵÎÒÃÇ¿ÉÒÔÔ½·¢¸ßЧµÄÈ¥ÍÆÀí£¬£¬£¬
£¬£¬£¬ÏñÕâÖÖ 10 ÍòÒÚ²ÎÊý¼¶±ðµÄ³¬´óÄ£×ÓµÄËüµÄÍÆÀíµÄЧÂÊ£¬£¬£¬
£¬£¬£¬Äܹ»Ìá¸ßÕû¸öÍÆÀíµÄÕâ¸öÍÌÍÂÒÔ¼°ËüµÄ±¾Ç®¡£¡£¡£¡£¡£Îâ½áÉú 48:57

ÔÙ¾ÍÊÇÔÚÄ£×ÓµÄѵÁ··½ÃæÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔÚһЩ´óÄ£×ÓµÄѵÁ·µÄ²âÊÔÄÚÀ£¬£¬
£¬£¬£¬ÎÒÃÇ·¢Ã÷»ùÓÚ M 890 ×îеÄоƬÄØ£¬£¬£¬
£¬£¬£¬ËüµÄÍÆÀíѵÁ·µÄÐÔÄÜÄØ£¬£¬£¬
£¬£¬£¬ÊDZÈÎÒÃÇÉÏÒ»´úµÄ 8101 µÄÐÔÄÜÌáÉýÁË 3 ±¶¡£¡£¡£¡£¡£ÔÚÕû¸ö AI µÄ native µÄ»ù´¡ÉèÊ©ÄÚÀ£¬£¬
£¬£¬£¬ÏÖʵÉÏÊÇÒ»¸ö¼¯³ÉÁËÅÌËã¡¢´æ´¢ºÍÍøÂçµÄÕâÑùµÄÒ»¸ö¼¯ÈºÏµÍ³£¬£¬£¬
£¬£¬£¬Ëü³ä·Ö½èÖúÁË¿­Ê±AGÈíÓ²Ò»ÌåµÄЭͬÉè¼Æ£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÎÒÃÇÈ«Õ»µÄÓÅ»¯£¬£¬£¬
£¬£¬£¬ÎªÄ£×ÓµÄѵÁ·ºÍÄ£×ÓµÄÍÆÀíÄØ£¬£¬£¬
£¬£¬£¬Ìṩһ¸ö¸ßЧµÄ¡¢Îȹ̵ÄÕâÖÖ´ó¹æÄ£µÄËãÁ¦¡£¡£¡£¡£¡£ÔÚÇ°¶ËµÄÍøÂçÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇʹÓÃÁËCIP¡¢ CIPO 2.0 µÄÅþÁ¬£¬£¬£¬
£¬£¬£¬Ìá¸ßÁËÎȹ̺ÍÇå¾²µÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬Í¬Ê±Ò²¼ÓËÙÁËÍøÂçµÄ´«ÊäºÍ´æ´¢µÄ»á¼û¡£¡£¡£¡£¡£ºó¶ËµÄÍøÂçÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃǽÓÄɵÄÊÇ HPN µÄ 8.0 µÄ˫ƽÃæ»òË«ÈßÓàµÄÕâÑùµÄÒ»¸ö¼Ü¹¹£¬£¬£¬
£¬£¬£¬µ¥Á½²ãµÄÍøÂç¼Ü¹¹£¬£¬£¬
£¬£¬£¬×Åʵ¿ÉÒÔÖ§³Öµ¥¸ö¼¯Èº 13 Íò¿¨ÕâÑùµÄÒ»¸ö¹æÄ£¡£¡£¡£¡£¡£Èý²ãµÄ¼Ü¹¹¿ÉÒÔÖ§³Ö°ÙÍò¼¶±ðµÄÕâÑùµÄÒ»¸öÀ©Õ¹¹æÄ£¡£¡£¡£¡£¡£ÔÚ¼¯³ÉÖÎÀí·½Ã棬£¬£¬
£¬£¬£¬×ÅʵÎÒÃÇÒ²×öÁË´ó×ÚµÄÁ¢Ò죬£¬£¬
£¬£¬£¬Äܹ»°ü¹Ü¼¯ÈºµÄ¸ß¿ÉÓ㬣¬£¬
£¬£¬£¬ÎÒÃÇÌṩÁË·ÖÖÓ¼¶±ðµÄ¹ÊÕϵÄ×ÔÓúÄÜÁ¦¡£¡£¡£¡£¡£°ü¹Üÿ¸öʵÀýµÄ¸ß¿ÉÓõĵִï9.7%£¬£¬£¬
£¬£¬£¬Äܹ»ÌṩÁËÒ»¸öÎȹ̵ÄËãÁ¦¡£¡£¡£¡£¡£ÔÚѵÁ·µÄÀú³ÌÄÚÀ£¬£¬
£¬£¬£¬×ÅʵÓÐÁíÍâÒ»¸öϵͳÊǺÜÊÇÖ÷ÒªµÄ£¬£¬£¬
£¬£¬£¬¾ÍÊǴ洢ϵͳ¡£¡£¡£¡£¡£Ëæ×ÅÕâ¸öѵÁ·µÄÊý¾Ý¹æÄ£µÄÒ»Ö±À©´ó£¬£¬£¬
£¬£¬£¬ºÃ±È˵´Ó PB ¼¶±ðÀ©Õ¹µ½°Ù PB ¼¶±ð£¬£¬£¬
£¬£¬£¬ÉõÖÁÊÇ EB ¼¶±ð¡£¡£¡£¡£¡£È»ºóÄ£×ӵIJÎÊýÄØ£¬£¬£¬
£¬£¬£¬´ÓǧÒÚµ½ÍòÒÚµ½Ê®ÍòÒڴεÄÊ®ÍòÒڵIJÎÊýµÄ¼¶±ð¡£¡£¡£¡£¡£È»ºóÔÙ¾ÍÊÇÔÚѵÁ·µÄÀú³ÌÄÚÀ£¬£¬
£¬£¬£¬¶Ôcheckpoint£¬£¬£¬
£¬£¬£¬ËüµÄ´òµÄƵÂÊÄØ£¬£¬£¬
£¬£¬£¬Ò²´ÓÔ­À´µÄ¼¸Ê®·ÖÖÓ½µµÍµ½·ÖÖÓ¼¶±ð£¬£¬£¬
£¬£¬£¬ÉõÖÁ¼¸Ê®Ã뼶±ð¡£¡£¡£¡£¡£ÄÇôÕâЩÐèÇó×Åʵ¶Ô´æ´¢¡£¡£¡£¡£¡£Îâ½áÉú 50:57Ìá³öÁ˺ÜÊǼ«ÖµÄÐèÇ󡣡£¡£¡£¡£Õë¶ÔÕâЩÐèÇóÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»ùÓÚ°¢ÀïÔÆ·ÉÌìÅ̹ŵÄÂþÑÜʽ´æ´¢µ××ù£¬£¬£¬
£¬£¬£¬´òÔìÁËÒ»¸öÈ«Õ»×ÔÑеÄÐÂÒ»´úµÄ CPFS ϵͳ¡£¡£¡£¡£¡£ÄÇô CPFS ϵͳ£¬£¬£¬
£¬£¬£¬Ð嵀 CPFS ϵͳ£¬£¬£¬
£¬£¬£¬ËüÌṩÁ˺ÜÊÇˮƽÀ©Õ¹µÄÀ©Õ¹ÄÜÁ¦£¬£¬£¬
£¬£¬£¬µ¥¸öÎļþϵͳ¿ÉÒÔÖ§³Ö°Ù PB ¼¶±ðµÄÈÝÁ¿£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÍòÒÚ¼¶±ðµÄÎļþÊýÄ¿¡£¡£¡£¡£¡£Í¬Ê±ÎÒÃÇҲͨ¹ýÈ«Õ»µÄÊÖÒÕÓÅ»¯ºÍ£¬£¬£¬
£¬£¬£¬ºÍÈíÓ²Á¬ÏµµÄһЩЭͬÉè¼Æ¡£¡£¡£¡£¡£ºÃ±È˵ÔÚÅÌËã²à£¬£¬£¬
£¬£¬£¬ÎÒÃdzä·Ö½èÖúÎÒÃÇ CIPU µÄÓ²¼þжÔصÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬ÒÔ¼°¸ú²Ù×÷ϵͳµÄЭͬÓÅ»¯¡£¡£¡£¡£¡£È»ºóÔÚÅÌËãºó¶Ë£¬£¬£¬
£¬£¬£¬ÎÒÃÇÌṩÁ˸ßÐÔÄܵĴ洢µÄÒýÇæÒÔ¼°¸ßÐÔÄÜ´æ´¢ÍøÂ磬£¬£¬
£¬£¬£¬Ê¹µÃµ¥¸öÎļþϵͳµÄ¿ÉÒÔÌṩ°Ù TB ¼¶±ðµÄ´ø¿íÒÔ¼° E ¼¶±ðµÄ IOPs Õâ¸öÄÜÁ¦¡£¡£¡£¡£¡£È»ºó×îºóÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇҲͨ¹ýÕâÖÖÖÇÄܵÄÀäÈÈ·Ö²ãºÍÉúÃüÊý£¬£¬£¬
£¬£¬£¬»òÊý¾ÝÉúÃüÖÜÆÚÖÎÀíµÄÕâ¸öÄÜÁ¦£¬£¬£¬
£¬£¬£¬À´½µµÍÁËÕâ¸ö´æ´¢µÄ±¾Ç®¡£¡£¡£¡£¡£Îâ½áÉú 52:00ÐÂÒ»´úµÄ CPFS ×ÅʵΪÎÒÃÇÕû¸öµÄ´óÄ£×ÓµÄѵÁ·£¬£¬£¬
£¬£¬£¬ËüµÄЧÂÊÒÔ¼°±¾Ç®¶¼´øÀ´ÁËÒ»¸öºÜÊÇ´óµÄÒ»¸öÌáÉýµÄÄÜÁ¦¡£¡£¡£¡£¡£ÕâÊÇÊʲŸø¸÷ÈËÏÈÈÝÁËÎÒÃÇÔÚѵÁ··½ÃæµÄһЩÊÂÇ飬£¬£¬
£¬£¬£¬ÔÚÍÆÀí·½Ã棬£¬£¬
£¬£¬£¬×ÅʵÍÆÀíµÄËùÐèÒªµÄÕâËãÁ¦×ÊÔ´ÄØ£¬£¬£¬
£¬£¬£¬½«Ô¶Ô¶¸ßÓÚѵÁ·µÄ×ÊÔ´¡£¡£¡£¡£¡£ÎÒÃÇÔÚ»ù´¡ÉèÊ©·½ÃæÒ²¾ÙÐÐÁËһϵÁеÄÕâÁ¢ÒìºÍÉú³¤£¬£¬£¬
£¬£¬£¬À´ÍÆÌá¸ßÍÆÀíµÄЧÂÊ£¬£¬£¬
£¬£¬£¬½µµÍÍÆÀíµÄ±¾Ç®£¬£¬£¬
£¬£¬£¬Äܹ»ÊÍ·Å token µÄÉú²úÁ¦¡£¡£¡£¡£¡£Îâ½áÉú 52:30°¢ÀïÔÆ£¬£¬£¬
£¬£¬£¬ÎÒÃǶÔÍÆÀíµÄ»ù´¡ÉèÊ©¾ÙÐÐÁËÒ»¸öÈ«Õ»µÄÓÅ»¯£¬£¬£¬
£¬£¬£¬´ÓÕâÕÅͼÉÏ£¬£¬£¬
£¬£¬£¬´Óµ×ÏòÉÏÎÒÃÇÀ´¿´µÄ»°£¬£¬£¬
£¬£¬£¬×ÅʵÎÒÃÇ¡£¡£¡£¡£¡£×îµ×²ãµÄÊÇÎÒÃÇ×Ô¼ºµÄÅÌ¾ÅµÄ AI ·þÎñÆ÷£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÎÒÃÇΪÍÆÀíÇéÐλòÍÆÀíµÄ³¡¾°ÓÅ»¯Éè¼ÆµÄ TPN µÄÍøÂç¼Ü¹¹¡£¡£¡£¡£¡£ÍùÉϵÄÊÇ¿­Ê±AGÅÌËã´æ´¢ÍøÂçµÄ½¹µãµÄÄÜÁ¦¡£¡£¡£¡£¡£ÆäÖÐÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇҲΪÍÆÀí Cache Êý¾ÝµÄ´æ´¢Ìá³öÁËÒ»¸öÐ嵀 KVCache µÄ¶à²ã»º¼±·þÎñ¡£¡£¡£¡£¡£ÔÙÍùÉÏÊÇ¿­Ê±AGÍÆÀíÒýÇ棬£¬£¬
£¬£¬£¬ÒÔ¼°ÎÒÃÇÍÆÀí KVCache µÄһЩÖÎÀí²ã¡£¡£¡£¡£¡£×îÉÏÃæµÄÊÇÍÆÀíµÄ·þÎñ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÌṩÁËÅɵÄÍÆÀí·þÎñ£¬£¬£¬
£¬£¬£¬ÒÔ¼°»ùÓÚÈÝÆ÷µÄһЩÍÆÀí¼¯ÈºµÄ½â¾ö·½°¸¡£¡£¡£¡£¡£¹á´®È«Õ»µÄÊǶ˵½¶ËµÄ¿ÉÊÓ²ìÄÜÁ¦¡£¡£¡£¡£¡£ÕâÑùµÄÒ»¸ö»ù´¡ÉèÊ©ÉÏÃæÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÖ§³ÖÁËǧÎʺͰÙÁ¶µÄ Token ¹¤³§¡£¡£¡£¡£¡£Îâ½áÉú 53:23ÏÂÃæÎÒÃǸø¸÷ÈËÏÈÈÝÒ»ÏÂÕâ¸öTPM£¬£¬£¬
£¬£¬£¬ TPM ÄØÊÇ Token Performance Network µÄÒ»¸öËõд£¬£¬£¬
£¬£¬£¬¾ÍÊÇÎÒÃÇרÃÅΪÃæÏòÕâ¸öÍÆÀíµÄ¼Ü¹¹£¬£¬£¬
£¬£¬£¬×¨ÃÅΪÕâ¸öÍÆÀíµÄÕâ¸ö³¡¾°ÄؾÙÐÐÁËÒ»¸öÉî¶ÈµÄÍøÂç¼Ü¹¹µÄÓÅ»¯£¬£¬£¬
£¬£¬£¬ËüµÄÖ÷ÒªµÄÁ¢ÒìµãÀ´×Ô¾ÍÊÇÎÒÃǰѶàÖÖ²î±ðµÄÁ÷Á¿¾Í·ÅÔÚͬÑùÒ»¸öÍøÂç¼Ü¹¹ÄÚÀ£¬£¬
£¬£¬£¬ÔÚÕâ¸öÍøÂçÄÚÀ£¬£¬
£¬£¬£¬×ÅʵÎÒÃÇÓÐ PD ÊèÉ¢µÄÍøÂçÁ÷Á¿£¬£¬£¬
£¬£¬£¬ÎÒÃÇÓÐ AF ÊèÉ¢µÄÍøÂçÁ÷Á÷Á¿£¬£¬£¬
£¬£¬£¬ÎÒÃÇÓлá¼û KV Cache Store µÄÍøÂçÁ÷Á¿£¬£¬£¬
£¬£¬£¬ÒÔ¼°»á¼ûÕâ¸öÔÆ·þÎñµÄÍøÂçÁ÷Á¿¡£¡£¡£¡£¡£Õ⼸¸ö¶àÖÖµÄÍøÂçÁ÷Á¿Ö®¼ä£¬£¬£¬
£¬£¬£¬ÎÒÃÇ¿ÉÒÔ°´ÐèµÄ·ÖÅä´ø¿í£¬£¬£¬
£¬£¬£¬Ìṩ²î±ðÁ÷Á¿Ö®¼äµÄÒ»¸öÐÔÄܵĸôÀ룬£¬£¬
£¬£¬£¬ÒÔ¼°ËüµÄ·þÎñÖÊÁ¿µÄ°ü¹Ü¡£¡£¡£¡£¡£ÔÚÕâÑùµÄÒ»¸öÍøÂç¼Ü¹¹ÄÚÀ£¬£¬
£¬£¬£¬´ó´ó¼ò»¯ÁËÕâ¸öÍøÂçϵͳµÄÖØƯºó£¬£¬£¬
£¬£¬£¬Í¬Ê±Ò²½µµÍÁËÕâ¸öÍÆÀíµÄ±¾Ç®¡£¡£¡£¡£¡£ÔÚËæ×ÅÕâ¸ö agent µÄÉú³¤°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬¸÷ÈËÒ²»á¿´µ½£¬£¬£¬
£¬£¬£¬Õâ¸ö¶àÂֵĶԻ°°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÉÐÓг¤ÉÏÏÂÎĵÄÍÆÀíµÄ³ÉΪһ¸öеÄÇ÷ÊÆ¡£¡£¡£¡£¡£Îâ½áÉú 54:22È»ºóÔÚÕâ¸öÍÆÀíµÄÀú³ÌÄÚÀ£¬£¬
£¬£¬£¬ KV CATCH µÄÊý¾ÝµÄÁ¿ÄØ£¬£¬£¬
£¬£¬£¬ÊDZ¬·¢Ê½µÄÔöÌí¡£¡£¡£¡£¡£ÄÇ¿­Ê±AGÏԴ棬£¬£¬
£¬£¬£¬¿­Ê±AGÄڴ棬£¬£¬
£¬£¬£¬ÔÙ¼ÓÊÜÆ­ÍÁµØÕâÈý²ãµÄ´æ´¢µÄÈÝÁ¿£¬£¬£¬
£¬£¬£¬ÊÇÔ¶Ô¶²»¿ÉÖª×ã½ñÌì KV CATCH Êý¾ÝËüµÄÔöÌíÁ¿µÄ¡£¡£¡£¡£¡£ÄÇÕâÄÚÀï´øÀ´µÄÒ»¸öÓ°Ïì¾ÍÊǽµµÍÁËÍÆÀíµÄÖÀÖÐÂÊ£¬£¬£¬
£¬£¬£¬ÒÔ¼°½µµÍÁËÍÆÀíµÄÍÌÍ£¬£¬£¬
£¬£¬£¬¾ÍΪÏàʶ¾öÕâ¸öÎÊÌ⣬£¬£¬
£¬£¬£¬¾ÍÊÇÎÒÃÇÐû²¼ÁËÒ»¸öÐ嵀 G3.5 ²ãµÄ KV CATCH STORE µÄÒ»¸ö´æ´¢ÏµÍ³¡£¡£¡£¡£¡£ÄÇôËüÊÇÒ»¸ö¸ßÐÔÄÜµÄ KV CATCH µÄ´æ´¢STORE£¬£¬£¬
£¬£¬£¬È»ºóרÃÅΪ KV CATCH µÄ´æ´¢µÄ»á¼ûÄØ£¬£¬£¬
£¬£¬£¬¾ÙÐÐÁËһϵÁеÄÉî¶ÈÓÅ»¯¡£¡£¡£¡£¡£Îâ½áÉú 55:02Ê×ÏȵÚÒ»ÄØ£¬£¬£¬
£¬£¬£¬ÊÇÖ§³Ö KV µÄ½Ó¿Ú£¬£¬£¬
£¬£¬£¬¿ÉÒÔÎÒÃǺÜÀû±ãµÄÈ¥¶Ô½ÓÖÖÖÖ¿ªÔ´µÄ»ò×ÔÑеÄÍÆÀíµÄ¿ò¼ÜºÍÍÆÀíµÄÒýÇæ¡£¡£¡£¡£¡£µÚ¶þ£¬£¬£¬
£¬£¬£¬ÊÇÓëËãÁ¦Éϼá³ÖÇ׺ÍÐԵݲÅÅ£¬£¬£¬
£¬£¬£¬½èÖúÎÒÃÇ TPN µÄÍøÂ磬£¬£¬
£¬£¬£¬ÎÒÃÇ¿ÉÒÔ°Ñ KV catch store ºÍÍÆÀíµÄËãÁ¦×ÊÔ´°²ÅÅÔÚͬÑùÒ»¸ö TPN ÍøÂç¼Ü¹¹ÏÂÃ棬£¬£¬
£¬£¬£¬Äܹ»ÌṩÕâÖÖ¸ßÐÔÄܵÄÍøÂç»á¼û¡£¡£¡£¡£¡£Îâ½áÉú 55:27µÚÈý£¬£¬£¬
£¬£¬£¬ÊÇÒ»ÖÖÅÌËãºÍ´æ´¢ÊèÉ¢µÄ¼Ü¹¹£¬£¬£¬
£¬£¬£¬ KV catch store Ëü¿ÉÒÔ×ÔÁ¦ÓëËãÁ¦¾ÙÐа²ÅÅ£¬£¬£¬
£¬£¬£¬¿ÉÒÔ×ÔÁ¦ÓëËãÁ¦È¥¾ÙÐе¯ÐÔµÄÀ©ÈÝ£¬£¬£¬
£¬£¬£¬¿ÉÒÔÌṩǧÒÚ¼¶±ðµÄKV¡£¡£¡£¡£¡£´æ´¢µÄ KV ÔªËصĴ洢ÄÜÁ¦¡£¡£¡£¡£¡£ÔÚ¿Í»§µÄ POC µÄÑéÖ¤ÄÚÀ£¬£¬
£¬£¬£¬×ÅʵÎÒÃÇÒ²·¢Ã÷ KV cache store ÄØ£¬£¬£¬
£¬£¬£¬¿ÉÒÔÌá¸ß»º´æµÄÖÀÖÐÂʸߴï20%£¬£¬£¬
£¬£¬£¬´Ó¶ø´ó·ù½µµÍÕâ¸öÍÆÀíµÄ±¾Ç®£¬£¬£¬
£¬£¬£¬Ìá¸ßÍÆÀíµÄЧÂÊ¡£¡£¡£¡£¡£Îâ½áÉú 55:57ÔÚÎÒÃÇ°¢ÀïÔÆ£¬£¬£¬
£¬£¬£¬Ò²Îª¿Í»§ÄØÌṩÁ˶àÖÖÍÆÀí·þÎñµÄ²úÆ·Ñ¡Ôñ¡£¡£¡£¡£¡£×ÅʵÎÒÃÇÖª×ã¿Í»§Äزî±ðµÄ¶àÑù»¯µÄÐèÇ󣬣¬£¬
£¬£¬£¬ÎÒÃÇÌṩÁËÈýÖÖÀàÐ͵IJúÆ·£¬£¬£¬
£¬£¬£¬µÚÒ»ÖÖÀàÐ͵IJúÆ·ÊÇ¡£¡£¡£¡£¡£Ä£×Ó¼´·þÎñµÄ²úÆ·£¬£¬£¬
£¬£¬£¬¾ÍÊÇ¿­Ê±AG°ÙÁ¶¡£¡£¡£¡£¡£Ëü¿ÉÒÔ×ÊÖú¿Í»§Í¨¹ý API µÄ·½Ê½È¥»ñÈ¡ºóÃæµÄ¡£¡£¡£¡£¡£Ä£×ÓËù±¬·¢µÄtokens¡£¡£¡£¡£¡£µÚ¶þÀàµÄ²úÆ·ÄØ£¬£¬£¬
£¬£¬£¬ÊÇÕâÀàÎÒÃÇÏëÌÖÂ۵ģ¬£¬£¬
£¬£¬£¬¾ÍÊÇ¿­Ê±AGÅɵÄTokenWorks£¬£¬£¬
£¬£¬£¬ËüÊÇÊôÓÚÒ»ÖÖƽ̨¼´·þÎñ PASS ²ãµÄ²úÆ·¡£¡£¡£¡£¡£ËüµÄÒªº¦µÄ½¹µãÄÜÁ¦ÊÇʲôÄØ£¿
£¿µÚÒ»ÄØ£¬£¬£¬
£¬£¬£¬Ëü¿ªÏä¼´Ó㬣¬£¬
£¬£¬£¬¿ÉÒÔÈÃÄ£×ÓµÄÉÏÏß´Ó¼¸ÌìϽµµ½¼¸Ê®·ÖÖÓ£¬£¬£¬
£¬£¬£¬Ìá¸ßÕâ¸öÄ£×ÓÉÏÏßµÄЧÂÊ¡£¡£¡£¡£¡£µÚ¶þÄØ£¬£¬£¬
£¬£¬£¬ÊÇÆóҵרÊôºÍ¿É¿ØµÄÒ»¸öÄÜÁ¦£¬£¬£¬
£¬£¬£¬ºÃ±È˵¿Í»§Ïë×Ô¼ºÈ¥¶¨ÖÆһЩרÊôµÄÍø¹Ø£¬£¬£¬
£¬£¬£¬ÒÔ¼°×öһЩÏÞÁ÷µÄ»úÖƵÄһЩ¶¨ÖÆ»¯¡£¡£¡£¡£¡£Îâ½áÉú 56:52µÚÈýÄØ£¬£¬£¬
£¬£¬£¬ÊÇÌṩÁËÒ»¸öÁ¢Ì廯µÄÕâÖÖ SOO µÄÒ»¸ö°ü¹Ü¡£¡£¡£¡£¡£Ò»°ãÀ´Ëµ¸÷ÈË»á¹Ø×¢£¬£¬£¬
£¬£¬£¬ºÃ±È˵Ê× Token µÄ¡£¡£¡£¡£¡£Õâ¸öÑÓ³Ù¾ÍTTFT£¬£¬£¬
£¬£¬£¬µ«Í¬Ê±ÄØ¿Í»§Ò²»á¹Ø×¢£¬£¬£¬
£¬£¬£¬ºÃ±È˵Îҵı¾Ç®°¡¡¢¼ÛÇ®°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬»òÕßÎÒµÄ token µÄÍÌÍ°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÉÐÓÐÎҵĻº´æµÄÖÀÖÐÂÊ£¬£¬£¬
£¬£¬£¬ÒÔÊÇ tokenbox ÏÖʵÉϳýÁË TTFT ÒÔÍ⣬£¬£¬
£¬£¬£¬ËüÌṩÁËÒ»¸öÔ½·¢Á¢Ì廯µÄÒ»¸ö SOA µÄÒ»¸öÄ£×Ó£¬£¬£¬
£¬£¬£¬¿Í»§Æ¾Ö¤¿ÉÒÔƾ֤×Ô¼ºµÄÐèÒª¾ÙÐÐÉèÖᣡ£¡£¡£¡£Îâ½áÉú 57:23µÚÈýÀà²úÆ·ÄØ£¬£¬£¬
£¬£¬£¬ÊÇÎÒÃÇÒ²»á¿´µ½ÓÐÒ»Àà¿Í»§£¬£¬£¬
£¬£¬£¬Ëû¿ÉÄܶÔ×ÊÔ´Óиü¶àµÄÖÎÀíµÄËßÇ󣬣¬£¬
£¬£¬£¬ºÃ±È˵Ëû°×Ìì»á°Ñ×ÊÔ´¾ÙÐÐÍÆÀí£¬£¬£¬
£¬£¬£¬ÍíÉÏÄØ¿ÉÄÜ°Ñ×ÊÔ´¾ÙÐÐһЩÊý¾ÝµÄ´¦ÀíºÍÄ£×ÓµÄѵÁ·¡£¡£¡£¡£¡£»£»£ÉÐÓпͻ§¿ÉÄܶÔÄ£×ÓµÄÍÆÀíµÄ¼Ü¹¹£¬£¬£¬
£¬£¬£¬»áÒÔ¼°Ä£×ÓÓÐ×Ô½¨µÄÒ»¸öËßÇ󡣡£¡£¡£¡£ÄÇôÕë¶ÔÕâЩ¿Í»§µÄÐèÇ󣬣¬£¬
£¬£¬£¬ÎÒÃÇÌṩÁËÒ»¸ö»ùÓÚÈÝÆ÷µÄÕâÑùµÄÒ»¸öÍÆÃ÷È·¾ö·½°¸¡£¡£¡£¡£¡£Îâ½áÉú 57:48Ê×ÏÈÕâ¸öÈÝÆ÷µÄ£¬£¬£¬
£¬£¬£¬Õâ¸öÍÆÃ÷È·¾ö·½°¸ÄÚÀ£¬£¬
£¬£¬£¬ÎÒÃÇ×ÊÖú¿Í»§½â¾öÁËËÄÀàÎÊÌâ¡£¡£¡£¡£¡£µÚÒ»¸öÄØÊǼò»¯ËüµÄ°²ÅźÍÔËά£¬£¬£¬
£¬£¬£¬Ìṩ×ÊÔ´µÄһЩ±àÅźÍËõÀ©ÈݵÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬Ìṩת¶¯µÄ¸üк͹ÊÕϻָ´µÈ¡£¡£¡£¡£¡£µÚ¶þÄØÊÇÌṩģ×ӵĸÐÖªµÄÕâÖÖÖÇÄÜ·ÓÉ£¬£¬£¬
£¬£¬£¬ºÃ±È˵ÎÒÃÇ¿ÉÒÔÌṩ KV cache¡£¡£¡£¡£¡£¸ÐÖªµÄ·ÓÉ£¬£¬£¬
£¬£¬£¬»òÕßÌṩ Lora ¸ÐÖªµÄ·ÓÉ¡£¡£¡£¡£¡£µÚÈý£¬£¬£¬
£¬£¬£¬ÊÇÌṩȫջµÄ¿ÉÊÓ²ìÄÜÁ¦¡£¡£¡£¡£¡£Îâ½áÉú 58:17µÚËÄÄØ£¬£¬£¬
£¬£¬£¬ÊÇÌṩÂþÑÜʽµÄ»º´æºÍÄ£×ÓµÄÔ¤ÈÈÄÜÁ¦£¬£¬£¬
£¬£¬£¬ÕâÑù»á×ÊÖúÔÚÄ£×ÓµÄÍÆÀíÀú³ÌÖоÙÐÐÀäÆô¶¯µÄÕâ¸öЧÂÊ£¬£¬£¬
£¬£¬£¬½µµÍÀäÆô¶¯µÄʱÑӸߴï90%¡£¡£¡£¡£¡£»£»£»ùÓÚÕâЩÄÜÁ¦µÄ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÓÐЩ¿Í»§ÔÚʹÓõÄÀú³ÌÀïÄÚÀ£¬£¬
£¬£¬£¬¿ÉÒÔ×ÊÖúËûÃÇÌá¸ß GPU µÄʹÓÃÂÊ£¬£¬£¬
£¬£¬£¬Ìá¸ß35%£¬£¬£¬
£¬£¬£¬È»ºóÿ¸ö Token µÄƽÊä³öµÄƽ¾ùºÄʱÄØ£¬£¬£¬
£¬£¬£¬Ò²½µµÍÁË60%¡£¡£¡£¡£¡£Îâ½áÉú 58:44ÒÔÊÇÊʲÅÒ²¸ø¸÷È˽²µ½ÁËѵÁ·ºÍÍÆÀí£¬£¬£¬
£¬£¬£¬Õë¶ÔµÚÈý·½Ã棬£¬£¬
£¬£¬£¬¾ÍÖÇÄÜÌå agent ÄØ£¬£¬£¬
£¬£¬£¬ÕýÔÚ×ßÏò¹æÄ£»£»£»¯ºÍ³¡¾°»¯µÄÂäµØ¡£¡£¡£¡£¡£ÎÒÃÇҲƾ֤ agent ¸ºÔصÄÌصã¾ÙÐÐÁËһϵÁеÄÉî¶ÈÓÅ»¯ºÍÁ¢Ò죬£¬£¬
£¬£¬£¬Ôö½øÖÇÄÜÌåÔÚ°¢ÀïÔÆÉϹæÄ£»£»£»¯µÄÔËÐС£¡£¡£¡£¡£ÊʲÅÖÜçùÒ²Ìáµ½£¬£¬£¬
£¬£¬£¬ËµÕû¸öÖÇÄÜÌåµÄÔËÐУ¬£¬£¬
£¬£¬£¬ËüÏÖʵÉÏÓкÜÊÇһЩÏÔÖøµÄ×ÔÉíÌص㣬£¬£¬
£¬£¬£¬ºÃ±È˵ËüÐèÒªÒ»¸öÇå¾²¸ôÀëµÄɳÏäÇéÐΣ¬£¬£¬
£¬£¬£¬ËüÊǸ߲¢·¢£¬£¬£¬
£¬£¬£¬ÆµÈÔµÄÆôÍ££¬£¬£¬
£¬£¬£¬ËüµÄÖ´ÐÐʱ¼äµÄ¶¯Ì¬£¬£¬£¬
£¬£¬£¬ºÃ±È˵ÓÐµÄ agent ÖÇÄÜÌå¿ÉÄܾÍÖ´ÐÐÒ»¸öÏÂÁ£¬£¬
£¬£¬£¬ÓÐµÄ agent ¿ÉÄÜÊÇÒ»¸ö¼¸¸öСʱ»òÕßÊýÌìµÄÒ»¸ö³¤Ê±¼äµÄÔËÐС£¡£¡£¡£¡£Îâ½áÉú 59:25ÖÇÄÜÌåÔÚÔËÐеÄÀú³ÌÖУ¬£¬£¬
£¬£¬£¬ÓÐʱ¼ä»á¿ÕÏУ¬£¬£¬
£¬£¬£¬¿ÕÏеÄʱ¼äÄØ£¬£¬£¬
£¬£¬£¬´Ó¿Í»§µÄÊÓ½ÇÀ´¿´£¬£¬£¬
£¬£¬£¬ËûÏ£ÍûÄܹ»¾ÙÐÐÐÝÃߣ¬£¬£¬
£¬£¬£¬Äܹ»ÊÍ·Å×ÊÔ´À´½µµÍ±¾Ç®¡£¡£¡£¡£¡£Õë¶ÔÕâЩÐèÇóÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²×öÁËһϵÁеÄÓÅ»¯¡£¡£¡£¡£¡£Ê×ÏÈÊÇͨ¹ý CIPU »òÐéÄ⻯µÄÊÖÒÕµÄÁ¬Ïµ£¬£¬£¬
£¬£¬£¬ÌṩÁËÒ»¸ö MicroVM ¼¶±ðµÄÕâÑùµÄÒ»¸öÇå¾²¸ôÀëµÄɳÏäÔËÐÐÇéÐΡ£¡£¡£¡£¡£Æä´ÎÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²Ìá¸ßÁËÎÒÃÇϵͳµÄÀ©Õ¹ÄÜÁ¦ºÍµ¯ÐÔÄÜÁ¦¡£¡£¡£¡£¡£ÎÒÃÇ°ÑÎÒÃÇ×Ô¼ºµÄÕû¸öµÄ¹Ü¿ØÃæÄð³ÉÁ˵ڶþ¸öÊý¾ÝÃ棬£¬£¬
£¬£¬£¬Äܹ»Ö§³Öÿ·ÖÖÓ¿ìËÙµÄÀ­Æ𣬣¬£¬
£¬£¬£¬ºÃ±È˵ 10 Íò¼¶±ðµÄÕâÑùµÄһЩɳÏä¡£¡£¡£¡£¡£ÎÒÃÇÔÚµ¥¸öÇøÓòÄÚÀïÒ²Ö§³Ö°ÙÍò¼¶±ðµÄɳÏäµÄ¹æÄ£¡£¡£¡£¡£¡£Õâ¾ÍÊÇ¿ìËÙµÄÆô¶¯£¬£¬£¬
£¬£¬£¬¿­Ê±AGÀäÆô¶¯µÄʱ¼ä¿ÉÒÔµÖ´ï°ÙºÁÃ뼶±ð£¬£¬£¬
£¬£¬£¬ÈÈÆô¶¯µÄʱ¼äÊÇ 10 ºÁÃ뼶±ð¡£¡£¡£¡£¡£Îâ½áÉú 01:00:11×îºóÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²Ö§³ÖÉî¶ÈµÄÐÝÃß¡£¡£¡£¡£¡£ÊʲÅÒ²ÌᵽɳÏ䣬£¬£¬
£¬£¬£¬ÖÇÄÜÌåɳÏäËüµÄÔËÐÐÄØ£¬£¬£¬
£¬£¬£¬ÊǺÜÊDz»Îȹ̣¬£¬£¬
£¬£¬£¬»òÕߺÜÊǵĶ¯Ì¬µÄ£¬£¬£¬
£¬£¬£¬ÓеÄʱ¼äÔËÐк̣ܶ¬£¬£¬
£¬£¬£¬ÓеÄʱ¼äÔËÐкܳ¤¡£¡£¡£¡£¡£ÓÐʱ¼äÐèÒª³¤Ê±¼äµÄÐÝÃߣ¬£¬£¬
£¬£¬£¬ÄÇôÔÚÐÝÃßµÄÀú³ÌÄÚÀ£¬£¬
£¬£¬£¬ÎÒÃÇ°Ñ¡£¡£¡£¡£¡£ÖÇÄÜÌåËüµÄÔËÐÐʱ´úµÄÄÚ´æÉúÑÄÏÂÀ´£¬£¬£¬
£¬£¬£¬ÊÍ·Å CPU ºÍÄڴ棬£¬£¬
£¬£¬£¬´Ó¶ø½µµÍ±¾Ç®¡£¡£¡£¡£¡£ÔÚ½ÐÐѵÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²¿ÉÒÔ¿ìËÙµÄÆô¶¯¡£¡£¡£¡£¡£Îâ½áÉú 01:00:39×îºó£¬£¬£¬
£¬£¬£¬ÎÒÃÇÌṩÎÞаµÄ½Ó¿Ú£¬£¬£¬
£¬£¬£¬°üÀ¨ E to B µÄ¼æÈݽӿڰ¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÉÐÓÐ K8S ¼æÈݵÄЭÒéµÄ½Ó¿Ú£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÎÒÃÇ×Ô¼ºº¯ÊýÅÌËãµÄÔ­ÉúµÄSDK¡£¡£¡£¡£¡£ÕâÑùµÄ»°£¬£¬£¬
£¬£¬£¬°ü¹Ü¿Í»§¿ÉÒÔƾ֤×Ô¼ºµÄÓªÒµµÄÐèÇóÀ´ÎÞаµÄ¡¢¸ßЧµÄ¾ÙÐжԽӡ£¡£¡£¡£¡£ÔÚ agent Ö´ÐеÄÀú³ÌÄÚÀïÄØ£¬£¬£¬
£¬£¬£¬×ÅʵÐèÒª´æ´¢Ò»Ð©×´Ì¬Êý¾Ý£¬£¬£¬
£¬£¬£¬°üÀ¨ËüµÄÊÂÇéĿ¼°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÉÐÓÐËüµÄ»á»°¼Í¼ºÍ˽ÓеÄÎļþµÈ״̬Êý¾Ý°¡¡£¡£¡£¡£¡£ËüÐèҪһЩÇå¾²µÄ¸ôÀëºÍÊý¾ÝµÄȨÏÞµÄÖÎÀí£¬£¬£¬
£¬£¬£¬ÈÝÁ¿ºÍÐÔÄܵÄÅä¶îÖÎÀíµÈ£¬£¬£¬
£¬£¬£¬ÐèÒª¸ß²¢·¢ºÍÆô¶¯µÄ×èÖ¹£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÐèÒªÓÐÔ½·¢´ó¹æÄ£µÄÎļþµÄ½¨ÉèºÍɾ³ýµÈµÈ¡£¡£¡£¡£¡£

Îâ½áÉú 01:01:21ÒÔÊÇÎÒÃÇÔÚÕâ¸öÐèÇóÏÂÃ棬£¬£¬
£¬£¬£¬×Åʵ¶ÔÕû¸öµÄÎļþϵͳÌá³öÁËÒ»¸öÐí¶à¼«ÖµÄÒªÇ󡣡£¡£¡£¡£ÎÒÃÇΪרÃÅΪÕâ¸ö agent ÄØÉè¼ÆÁËÒ»Ì×еÄÎļþ´æ´¢£¬£¬£¬
£¬£¬£¬½Ð agentic FS¡£¡£¡£¡£¡£ÄÇô agentic FS ËüµÄÒ»¸öÖ÷ÒªµÄÁ¢ÒìµãÀ´×ÔÓÚ£¬£¬£¬
£¬£¬£¬ÎÒÃÇΪÿһ¸ö agent ÌṩÁËÒ»¸ö¡£¡£¡£¡£¡£Çå¾²µÄ¡¢×ÔÁ¦µÄ¡¢¸ôÀëµÄÕâÑùµÄÒ»¸ö agentic space£¬£¬£¬
£¬£¬£¬ÄÇôÔÚÕâ¸ö¿Õ¼äÄÚÀïÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÌṩÁËÅä¶îµÄÖÎÀí¡¢ÈÝÁ¿µÄÅä¶îÖÎÀí¡¢ÐÔÄܵÄÅä¶îÖÎÀí£¬£¬£¬
£¬£¬£¬ÎÒÃÇÌṩÁËÕâÖÖÇå¾²µÄȨÏ޵ĿØÖÆ¡£¡£¡£¡£¡£Îâ½áÉú 01:01:55ÔÚ¹æÄ£·½Ã棬£¬£¬
£¬£¬£¬ÎÒÃÇÌṩÁË°ÙÍò¼¶±ðµÄÕâÑùµÄÒ»¸ö½¨ÉèºÍɾ³ýµÄÄÜÁ¦¡£¡£¡£¡£¡£ÔÚÿÃëÖÓÄØ£¬£¬£¬
£¬£¬£¬¿ÉÒÔÍê³É 10 Íò´ÎÕâÑùµÄÒ»¸öÎļþµÄ¹ÒÔغÍжÔØ£¬£¬£¬
£¬£¬£¬Öª×ãÖÇÄÜÌåµÄ¸ß²¢·¢ºÍ¸ß¶¯Ì¬µÄ¸ºÔØÐèÇ󡣡£¡£¡£¡£ agent ¸ºÔضÔÔÆÍøÂçÒ²Ìá³öÁËÒ»¸ö¸ü¶àµÄеÄÐèÇó°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÎÒÃÇÓÅ»¯ÁË VPC ºÍ Net Íø¹ØµÄÀ©Õ¹ÄÜÁ¦ºÍµ¯ÐÔÄÜÁ¦¡£¡£¡£¡£¡£µ± VPC ÄØ»áÖ§³Ö°ÙÍò agent ɳÏäµÄ²¢·¢½¨É裬£¬£¬
£¬£¬£¬È»ºóÿ¸ö agent µÄ Net µÄ¼¯ÈºÄØ£¬£¬£¬
£¬£¬£¬Ö§³Ö 20 ÍòɳÏäµÄ²¢·¢»á¼û¡£¡£¡£¡£¡£ÔÚÎȹÌÇå¾²·½ÃæÄØ£¬£¬£¬
£¬£¬£¬×Åʵ¸÷ÈËÔÚÔËÐÐÖÇÖÇÄÜÌåµÄʱ¼ä£¬£¬£¬
£¬£¬£¬¿ÉÄÜ»áÒªÇ󣬣¬£¬
£¬£¬£¬¾ÍÊÇ˵ÎÒÃǶԹ«ÍøµÄ»á¼ûÐèÒªÓÐÔ½·¢Ï¸Á£¶ÈµÄÏÞÁ÷¡¢ËÝÔ´ºÍÇå¾²µÄÉó¼Æ£¬£¬£¬
£¬£¬£¬ÎÒÃÇͨ¹ý³ö¿ÚÍø¹Ø EPG À´ÌṩÕâЩÇå¾²µÄÄÜÁ¦¡£¡£¡£¡£¡£×îºóÄØ£¬£¬£¬
£¬£¬£¬ agent ¿ÉÄÜÓС£¡£¡£¡£¡£ÕâÖÖÈ«Çò»á¼ûÍÆÀí·þÎñºÍʹÓù¤¾ßµÄÐèÇ󣬣¬£¬
£¬£¬£¬ÎÒÃÇͨ¹ý GA µÄÀ´ÌṩÕâÖÖÈ«Çò¼ÓËٺͿ羳¼ÓËÙµÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬´Ó¶øÀ´Ìá¸ßÕâ¸ö agent µÄÖ´ÐÐЧÂÊ¡£¡£¡£¡£¡£×îºóÄØ£¬£¬£¬
£¬£¬£¬×ܽáһϣ¬£¬£¬
£¬£¬£¬°¢ÀïÔƵÄÈ«Õ»µÄ AI »ù´¡ÉèÊ©°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÎÒÃÇÖ§³ÖÁËǧÎÊ´óÄ£×ÓµÄѵÁ·ÒÔ¼°°ÙÁ¶µÄÍÆÀí·þÎñ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²Ö§³ÖÁË°¢Àï°Í°ÍÖÖÖÖÓªÒµËüµÄ All in AI µÄÕ½ÂÔµÄÂäµØ¡£¡£¡£¡£¡£ÔÚÕâ¸öÀú³ÌÄÚÀ£¬£¬
£¬£¬£¬°¢ÀïÔƵÄÕâЩ²úÆ·ºÍÊÖÒÕ»ñµÃÁËÒ»¸öÃû¹óµÄÈ«Á´¡£¡£¡£¡£¡£Í¬Ê±ÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇ¡£¡£¡£¡£¡£Ò²ÍØÕ¹ÁËÐí¶àÍⲿ¿Í»§µÄÓªÒµ£¬£¬£¬
£¬£¬£¬½Ðº£ÄÚÖÁÉÙÓÐÒ»°ëµÄ´óÄ£×Ó¹«Ë¾¶¼ÅÜÔÚ°¢ÀïÔÆÉÏÃæ¡£¡£¡£¡£¡£Îâ½áÉú 01:03:30ÆóҵȫջµÄ AI ÔÆ·þÎñÊг¡·½ÃæÄØ£¬£¬£¬
£¬£¬£¬¿­Ê±AGÊг¡·Ý¶îÒ²ÊÇ40.1%£¬£¬£¬
£¬£¬£¬ÕâÑùÒ»¸öÁìÏȵÄÊг¡·Ý¶î¡£¡£¡£¡£¡£ºÜÊÇлл¿­Ê±AG¿Í»§¶Ô¿­Ê±AGÐÅÈΰ¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬¿Í»§µÄÕâЩÐèÇ󣬣¬£¬
£¬£¬£¬×ÅʵÇý¶¯ÁËÎÒÃÇ AI native »ù´¡ÉèÊ©µÄÒ»¸öÁ¢ÒìºÍÉú³¤¡£¡£¡£¡£¡£ÎҵķÖÏí¾Íµ½´Ë¿¢Ê£¬£¬£¬
£¬£¬£¬ºÜÊÇлл¸÷ÈË¡£¡£¡£¡£¡£

ƽͷ¸ç°ëµ¼Ì帱×ܲø߻ۣº¡°AI±¬·¢²»¿¿¼òµ¥Ð¾Æ¬¡±£¬£¬£¬
£¬£¬£¬°¢Àï¹¹½¨È«Õ»ËãÁ¦ÏµÍ³

Ö÷³ÖÈË 01:03:54ллÎâ½áÉúÏÈÉú¡£¡£¡£¡£¡£Ð¾Æ¬ÊÇÖÇÄÜÌåʱ´úÒ»ÇÐËãÁ¦µÄÆðµã¡£¡£¡£¡£¡£½ÓÏÂÀ´ÓÐÇëƽͷ¸ç°ëµ¼Ì帱×ܲø߻ÛΪÎÒÃǽâ¶Á Tiny Heatsell ´ÓÈ«Õ»ËãÁ¦µ½¿ªÔ´Éú̬¡£¡£¡£¡£¡£?¸ß»Û 01:04:21ÁÐλÀ´±ö¸÷ÈËÉÏÎçºÃ£¬£¬£¬
£¬£¬£¬ºÜÐ˷ܽñÌìÄܹ»ÓÐʱ»úÔÚÕâÀïºÍ¸÷ÈË·ÖÏíÒ»ÏÂƽͷ¸ç×î½üµÄһЩϣÍû¡£¡£¡£¡£¡£¸Õ¸ÕÎâ½áÉúÏÈÉúΪÎÒÃÇ´øÀ´ÁË AI Native µÄһЩÔÆ»ù´¡ÉèÊ©×î½üµÄÏ£Íû¡£¡£¡£¡£¡£ÎÒÏë´ø¸÷ÈËÄØ£¬£¬£¬
£¬£¬£¬´ÓÒ»¸ö¸ü΢¹ÛµÄÊӽǣ¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ»ÆðÈ¥ zoom in һϣ¬£¬£¬
£¬£¬£¬¿´¿´¿­Ê±AGоƬ²ãÃæÔÚÃæÁÙÄÄЩÌôÕ½£¿
£¿Æ½Í·¸ç×î½üÔÚ×öÄÄЩÊÂÇ飿
£¿×Åʵ½ñÄêÒÔÀ´ÄØ£¬£¬£¬
£¬£¬£¬ÖÇÄÜÌå¿ìËÙµÄÓ¦ÓÃÒ²ÔÚÖØËÜÕû¸öÊý¾ÝÖÐÐĵÄÊÂÇ鸺ÔØ¡£¡£¡£¡£¡£ÄǺ͹ŰåµÄ´óÄ£×ÓѵÁ·ÍÆÀíÏà±È£¬£¬£¬
£¬£¬£¬×ÅʵÕâЩ¶¼¸øÊý¾ÝÖÐÐĵĻù´¡ÉèÊ©´øÀ´ÁËÐí¶àµÄÌôÕ½¡£¡£¡£¡£¡£?¸ß»Û 01:04:58¸Õ¸ÕÎÒÃÇÒ²¸Õ¿´µ½ÁËÎâ½ÜÉúÏÈÉúΪÎÒÃÇ´øÀ´ÁËÔÆÔÚÖÖÖÖ·½ÃæΪ agent Ëù×öµÄһЩÊÖÒÕµÄÊÂÇé¡£¡£¡£¡£¡£ÄÇ×ÅʵÔÚÖÇÄÜÌåÖ®¼äµÄ¸ßƵЭͬºÍ¡£¡£¡£¡£¡£¹¤¾ßŲÓöԳ¤Î²Ê±ÑÓÌá³öÁ˺ÜÊǸߵÄÒªÇ󡣡£¡£¡£¡£Í¬Ê±ÄØ£¬£¬£¬
£¬£¬£¬¸ß²¢·¢µÄÖÇÄÜÌåÓ¦Óᢳ¬³¤ÉÏÏÂÎĵĶàÂÖÍÆÀí£¬£¬£¬
£¬£¬£¬ÕâЩ¶¼ÈÃϵͳµÄЧÂÊÃæÁÙºÜÊÇ´óµÄѹÁ¦¡£¡£¡£¡£¡£?¸ß»Û 01:05:22ϵͳ²ãÃæµÄÆ¿¾±ÔÚ±»¼±¾çµÄ·Å´ó£¬£¬£¬
£¬£¬£¬ÕâЩ¶¼ÔÚÌôÕ½ËãÁ¦µÄʹÓÃÂÊTCO¡£¡£¡£¡£¡£ÈôÊÇ´æ´¢ºÍÍøÂç¸ú²»ÉÏ£¬£¬£¬
£¬£¬£¬ AI оƬµÄÅÌËãЧÂʾͻáϽµ£¬£¬£¬
£¬£¬£¬ÕûÌåµÄ MFU »á»á±»´ó·ùµÄÀ­µÍ¡£¡£¡£¡£¡£ÓÈÆäÊÇƵÈÔµÄÉÏÏÂÎÄÇл»£¬£¬£¬
£¬£¬£¬Òì¹¹×é¼þÖ®¼äȱ·¦Ð­Í¬£¬£¬£¬
£¬£¬£¬ÕâÑùÄØ£¬£¬£¬
£¬£¬£¬¾Í»á´øÀ´¿ÉÄÜ´ó×ÚÎÞÓõÄÄܺġ£¡£¡£¡£¡£ÕâЩÎÊÌâÄØ£¬£¬£¬
£¬£¬£¬×ÅʵÊÇ¿¿Éý¼¶Ò»¿ÅоƬ¡¢Á½¿ÅоƬÊǽâ¾ö²»Á˵ģ¬£¬£¬
£¬£¬£¬ÕâЩÐèÒªÔÚϵͳ¼¶¡£¡£¡£¡£¡£È¥×öÒ»¸öÕûÌåµÄ½â¾ö·½°¸¡£¡£¡£¡£¡£ÎÒÃÇоƬ²ãÃæËù¸ø³öµÄ»Ø¸²£¬£¬£¬
£¬£¬£¬Æ½Í·¸çËù¸ø³öµÄ»Ø¸²£¬£¬£¬
£¬£¬£¬¾ÍÊÇÎÒÃÇÔÚËã´æÍøȫջȥ×öÉý¼¶£¬£¬£¬
£¬£¬£¬È¥×öϵͳ¼¶µÄ¼«ÖÂЭͬ¡£¡£¡£¡£¡£ÎÒÃÇÒÔ AI оƬΪ½¹µã£¬£¬£¬
£¬£¬£¬¹¹½¨ÁËÊý¾ÝÖÐÐÄÍêÕûµÄ½â¾ö·½°¸¡£¡£¡£¡£¡£?¸ß»Û 01:06:09Ê×ÏÈÕæÎäоƬ×ÔÍƳöÒÔÀ´£¬£¬£¬
£¬£¬£¬×ÅʵһֱÔÚÒµ½çÄر¸ÊܺÃÆÀ£¬£¬£¬
£¬£¬£¬Ò²ÊǼ«¾ß²úÆ·¾ºÕùÁ¦£¬£¬£¬
£¬£¬£¬Ó¦ÓúÜÊÇÆÕ±éµÄ AI оƬ¡£¡£¡£¡£¡£Í¬Ê±ÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔÚÕâÒ»´ú´îÅ俭ʱAG³¬½Úµã£¬£¬£¬
£¬£¬£¬ÍƳöÁËÎÒÃÇ ScaleUP µÄ½»Á÷»úоƬ£¬£¬£¬
£¬£¬£¬Ò²¾ÍÊÇ»ùÓÚƽͷ¸ç×ÔÓÐµÄ ICN »¥ÁªÐ­ÒéµÄ Switch оƬ¡£¡£¡£¡£¡£ÓÐÁËÕâ¸öоƬ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔÚ½ÚµãÄھͿÉÒÔʵÏÖí§ÒâÁ½ÕÅ¿¨Ö®¼äµÄÎÞ²î±ð»á¼û£¬£¬£¬
£¬£¬£¬¹¹½¨Ò»¸öÈ«´ø¿íµÄ»¥ÁªÍøÂ磬£¬£¬
£¬£¬£¬ÕâÑù¾Í¿ÉÒÔÍ»ÆÆÒÑÍù¹Å°å¿ç½ÚµãͨѶµÄÒ»¸ö¸ßÑÓ³ÙÆ¿¾±¡£¡£¡£¡£¡£Í¬Ê±ÎÒÃÇÔÚ Scale Out ÍøÂçÉÏ£¬£¬£¬
£¬£¬£¬Æ½Í·¸çÒ²ÍƳöÁË¿­Ê±AGÅÌÂó¸ßÐÔÄÜÍø¿¨£¬£¬£¬
£¬£¬£¬ÕâÊÇÒ»¿îÄØ£¬£¬£¬
£¬£¬£¬Îª AI ¼¯Èº´òÔìµÄ 400G µÄ¸ßÐÔÄÜÍø¿¨£¬£¬£¬
£¬£¬£¬Ëü¿ÉÒÔÓÃÓÚ¿ç½ÚµãÖ®¼äµÄÒÔÌ«ÍøµÄͨѶ¡£¡£¡£¡£¡£?¸ß»Û 01:06:58ÒÑÍù×ÅʵºÜ³¤Ò»¶Îʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔÚÌÖÂÛ AI »ù´¡ÉèÊ©µÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÃÇ°Ñ¿­Ê±AG½¹µã¶¼·ÅÔÚÁËGPU£¬£¬£¬
£¬£¬£¬·ÅÔÚÁËÍø¿¨ÉÏ¡£¡£¡£¡£¡£µ± Authentic Infra ÔÙÖØаѽ¹µãÀ­»Øµ½ CPU µ±ÖУ¬£¬£¬
£¬£¬£¬ÎÒÃÇ¿´µ½ CPU ²»ÔÙÊÇ GPU µÄÒ»¸ö¸¨Öú´¦ÀíÆ÷£¬£¬£¬
£¬£¬£¬ËüÊÇÒ»¸öʹÃü±àÅÅÆ÷£¬£¬£¬
£¬£¬£¬ËüÈÏÕ湤¾ßµÄµ÷Àí¡¢¶à¹¤¾ßµÄ²¢ÐС¢³¤ÉÏÏÂÎĵÄÖÎÀíµÈµÈ¡£¡£¡£¡£¡£?¸ß»Û 01:07:23ƽͷ¸çµÄ·þÎñÆ÷ CPU ÒÐÌìϵÁвúÆ·ÄØ£¬£¬£¬
£¬£¬£¬¿ÉÒԺͿ­Ê±AG AI оƬ£¬£¬£¬
£¬£¬£¬¿ÉÒԺͿ­Ê±AGÍøÂçоƬÐγɸßЧµÄЭͬ¡£¡£¡£¡£¡£Í¬Ê±ÄØ£¬£¬£¬
£¬£¬£¬ÔÚ´æ´¢ÁìÓò£¬£¬£¬
£¬£¬£¬ÎÒÃǽ»¸¶ÁËÕðÔÀϵÁеĴ洢¿ØÖÆÆ÷оƬ£¬£¬£¬
£¬£¬£¬Õâ¸ö¿ÉÒÔÓÃÀ´½â¾öÎÒÃÇÏÖÔڵĺ£Á¿ÉÏÏÂÎĵÄÊý¾ÝÒÔ¼°ºã¾ÃÓ°Ï󡣡£¡£¡£¡£È«ÏµµÄ×ÔÑÐоƬµÄ»°£¬£¬£¬
£¬£¬£¬ÎªÎÒÃÇÕû¸öÏÏû³Á¢Òì´òÔìÁËÒ»¸öÊÖÒÕµ××ù¡£¡£¡£¡£¡£¿­Ê±AGÅ̾ó¬½Úµã·þÎñÆ÷£¬£¬£¬
£¬£¬£¬ËüÊÇÎÒÃÇÈ«Õ»ÄÜÁ¦µÄÒ»¸öÎïÀíÔØÌå¡£¡£¡£¡£¡£×ö¸öССµÄ¹ã¸æ£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»ùÓÚÕæÎäоƬµÄÅ̾÷þÎñÆ÷µÄ»°ÄØ£¬£¬£¬
£¬£¬£¬Ò²¸Õ¸ÕÈÙ»ñÁ˱¾½ìµÄÌìÏÂÈ˹¤ÖÇÄÜ´ó»áµÄÕò¹ÝÖ®±¦£¬£¬£¬
£¬£¬£¬½Ó´ý¸÷ÈËÄØÈ¥Õ¹ÇøÈ¥¿´Ò»¿´¿­Ê±AGÓ²¼þ¡£¡£¡£¡£¡£ÄÇÏÖʵÉÏÄØ£¬£¬£¬
£¬£¬£¬Õâ¸öÓ²¼þµ±Öв»µ«ÓС£¡£¡£¡£¡£¿­Ê±AGGPU£¬£¬£¬
£¬£¬£¬Óп­Ê±AGSwitch£¬£¬£¬
£¬£¬£¬ËüÒ²¼¯³ÉÁË¿­Ê±AGÍø¿¨Ð¾Æ¬¡¢¿­Ê±AG´æ´¢Ð¾Æ¬¡£¡£¡£¡£¡£?¸ß»Û 01:08:20Å;ÃÕâ¸ö·þÎñÆ÷µÄÉè¼ÆµÄ£¬£¬£¬
£¬£¬£¬ÏÖʵÉÏÕÕ¾É×öµÄºÜÊǺÜÊDz»´íµÄ¡£¡£¡£¡£¡£ËüÒÔºÜÊÇÎÞаµÄÄ£¿
£¿é»¯Ï¢ÕùñîµÄϵͳ½á¹¹£¬£¬£¬
£¬£¬£¬´øÀ´ÁËÐí¶àµÄϵͳÉè¼ÆµÄ±ãµ±¡£¡£¡£¡£¡£ºÃ±È˵Ëü¿ÉÒÔÎÞаµÄÖ§³ÖÕâÄÚÀïÖ÷Á¦Ð¾Æ¬µÄ×ÔÁ¦Ñݽø¡£¡£¡£¡£¡£ÈôÊÇ¿­Ê±AG GPU ÍùÏÂÈ¥ÑݽøÒ»´ú£¬£¬£¬
£¬£¬£¬ÔÚϵͳ²»×ö´óµÄÐ޸ĵÄÇéÐÎÏÂÃ棬£¬£¬
£¬£¬£¬Ëü¿ÉÒÔÈ¥×ÔÁ¦µÄÈ¥Ìæ»» GPU оƬ¡£¡£¡£¡£¡£Í¬Ê±ÄØ£¬£¬£¬
£¬£¬£¬ CPU Óë GPU оƬÄØ£¬£¬£¬
£¬£¬£¬ÊýÄ¿Ò²¿ÉÒÔ×öÎÞаµÄÅä±È¡£¡£¡£¡£¡£?¸ß»Û 01:08:48µÚ¶þµãÄØ£¬£¬£¬
£¬£¬£¬¾ÍÊÇ¿­Ê±AG GPU оƬºÍ¿­Ê±AG Switch оƬ½ÓÄÉÁËÒ»¸öÕý½»»¥ÁªµÄ¼Ü¹¹£¬£¬£¬
£¬£¬£¬ÕâÖּܹ¹µÄÀûÒæµÄ»°ÄØ£¬£¬£¬
£¬£¬£¬ÊÇËü¿ÉÒÔ½µµÍ¸ßËÙÁ´Â·µÄÏûºÄ£¬£¬£¬
£¬£¬£¬Í¬Ê±ÄØ£¬£¬£¬
£¬£¬£¬Ò²ïÔÌ­ÁË cable ²¼Ïߣ¬£¬£¬
£¬£¬£¬ÕâÑùÕûÌåÌá¸ßÁËϵͳµÄ¿É¿¿ÐԺͿÉÔËάÐÔ¡£¡£¡£¡£¡£ÕâЩ¶¼ÊÇÎÒÃÇÔÚÓ²¼þϵͳ²ãÃæËù×ö³öµÄһЩÉè¼ÆºÍ¿¼Á¿¡£¡£¡£¡£¡£?¸ß»Û 01:09:09ÄÇ»ùÓÚƽͷ¸çȫջоƬËù´î½¨Ê®Íò¿¨¼¶±ðµÄ¼¯Èº¼Ü¹¹£¬£¬£¬
£¬£¬£¬Á¬Ïµ°¢ÀïÔÆÍêÕûµÄAI¿ò¼Ü¡¢Æ½Ì¨¡¢Ä£×ÓºÍÓ¦Ó㬣¬£¬
£¬£¬£¬¿ÉÒÔΪ´óÄ£×ÓµÄѵÁ·¡¢ÍÆÀí¡¢ agent µÄÓ¦ÓÃÌṩ¸ßЧµÄËãÁ¦Ö§³Ö¡£¡£¡£¡£¡£ÎÒÃÇÈ«Õ»µÄоƬÏÖʵÉÏÒѾ­ÇÐʵµÄ·þÎñÁËǧÐаÙÒµµÄ¿Í»§£¬£¬£¬
£¬£¬£¬³ÉΪÁ˺£ÄÚÓ¦Óó¡¾°×îÆÕ±éµÄ AI оƬ¡£¡£¡£¡£¡£ÕæÎäоƬÄØ£¬£¬£¬
£¬£¬£¬×ÔÍƳöÒÔÀ´µ½½ñÄêµÄ 4 Ô·ݣ¬£¬£¬
£¬£¬£¬ÏÖʵÉÏÒѾ­³ö»õÁË 56 ÍòƬ£¬£¬£¬
£¬£¬£¬·þÎñÁË 20 ¶à¸ö¿ÍÐÐÒµ£¬£¬£¬
£¬£¬£¬ 400 ¶à¼Ò¿Í»§¡£¡£¡£¡£¡£ÎÒÏëÕâ¸ö°²ÅŹæÄ£ÒѾ­³ä·ÖÑéÖ¤ÁËÎÒÃÇ AI оƬµÄÎȹÌÐÔ¡¢Ò×ÓÃÐÔ¡¢ÓªÒµ·º»¯À©Õ¹µÄÄÜÁ¦¡£¡£¡£¡£¡£ÎÒÃdzÉΪÁ˺£ÄÚµ±½ñÓ¦Óó¡¾°×îÆÕ±éµÄAI оƬ¡£¡£¡£¡£¡£ÔÚÕâ¸ö³ö»õÁ¿±³ºó£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»ýÀÛÁ˲»µ«ÊÇʵ¼ùÂÄÀú£¬£¬£¬
£¬£¬£¬ÎÒÃǸú¿Í»§Ò²ÅäºÏ´òÄ¥ÁË¿­Ê±AGÈí¼þÕ»¡£¡£¡£¡£¡£¿­Ê±AGÈí¼þÕ»µÄÃû×ֽРTheadscale Èí¼þÕ»£¬£¬£¬
£¬£¬£¬ÎÒÃÇÄØ£¬£¬£¬
£¬£¬£¬½ñÌìÒ²ÕýʽÐû²¼¿­Ê±AG Theadscale Èí¼þÕ»¿ªÔ´¿ª·Å¡£¡£¡£¡£¡£ÎÒÃÇ×öÕâ¸ö¾öÒ飬£¬£¬
£¬£¬£¬×ÅʵºÜÖ÷ÒªµÄÒ»µãÊÇ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÏàÐÅ¿­Ê±AGÓ²Ó²¼þ×öµÄÔٺ㬣¬£¬
£¬£¬£¬ÈôÊÇûÓвýÊ¢µÄÈí¼þÉú̬£¬£¬£¬
£¬£¬£¬Ã»ÓлîÔ¾µÄ¿ª·¢ÕßÉçÇø£¬£¬£¬
£¬£¬£¬Ã»Óи»ºñµÄÄ£×Ӻ͹¤¾ßÖ§³Ö£¬£¬£¬
£¬£¬£¬ËãÁ¦ÊÇûÓв½·¥Ê©Õ¹ÕæÕýµÄ¼ÛÖµµÄ¡£¡£¡£¡£¡£ÒÔÊÇÎÒÃÇÑ¡Ôñ£¬£¬£¬
£¬£¬£¬ÎÒÃǰѺͰ¢ÀïÔÆÒÔ¼°Ç§ÐаÙÒµµÄ¿Í»§£¬£¬£¬
£¬£¬£¬ÔÚÕæʵµÄÇéÐÎÖо­ÓÉÁËÉî¶ÈµÄ´òÄ¥£¬£¬£¬
£¬£¬£¬¿¸¹ýÁË´ó¹æÄ£µÄÁ÷Á¿£¬£¬£¬
£¬£¬£¬ÖØ´óÓªÒµ³¡¾°ÑéÖ¤ÒÔ¼° SLA ÖÖÖÖÄ¥Á·µÄ SEAL Èí¼þÕ»£¬£¬£¬
£¬£¬£¬¿ª·Å¸øÕû¸ö¿ª·¢ÕßÉçÇø¡£¡£¡£¡£¡£?¸ß»Û 01:10:52ÎÒÃÇ¿ª·ÅµÄ×Åʵ²»ÊÇÒ»¸ö¼òÆӵĴúÂ룬£¬£¬
£¬£¬£¬ÊÇÒ»Ì״ӵײãÇý¶¯ÅÌËã¿â¡¢Í¨Ñ¶¿âµ½ÍÆÀíÒýÇæµÄÍêÕûµÄÈí¼þϵͳ¡£¡£¡£¡£¡£ÎÒÃÇÏ£ÍûÒÔÍêÕûµÄÈí¼þÕ»£¬£¬£¬
£¬£¬£¬ÉÁ¿ª·¢ÕßÄܹ»ÁãÃż÷µÄÓÃÉÏ¿­Ê±AGËãÁ¦£¬£¬£¬
£¬£¬£¬Ò²Èøü¶àµÄÏàÖúͬ°é¡£¡£¡£¡£¡£Äܹ»»ùÓÚ¿­Ê±AGƽ̨×ö¶þ´ÎµÄÁ¢Òì¡£¡£¡£¡£¡£ºÃ£¬£¬£¬
£¬£¬£¬ÎÒÃǽÓÏÂÀ´¿´Ò»ÏÂÎÒÃÇÈí¼þÕ»µÄȫò¡£¡£¡£¡£¡£´Óµ×²ãµ½Éϲ㣬£¬£¬
£¬£¬£¬ÏÖʵÉÏÎÒÃÇÌṩÁËÒ»¸öÍêÕûµÄÈí¼þ¹¤¾ßÁ´£¬£¬£¬
£¬£¬£¬¿ÉÒÔ¸ø¿ª·¢ÕßÌṩһ¸öÍòÄÜ¡¢¿É¿¿¡¢¿ªÏä¼´ÓõĿª·¢ÌåÑé¡£¡£¡£¡£¡£Ê×ÏÈÊǵײãÇý¶¯ÓëÔËÐÐʱ£¬£¬£¬
£¬£¬£¬ËüÌṩÁËͳһµÄ×°±¸ÓëÄÚ´æÖÎÀí¡£¡£¡£¡£¡£ÊDZà³ÌÓïÑԲ㣬£¬£¬
£¬£¬£¬ÎÒÃÇ¿ÉÒÔÎÞ·ìµÄÖ§³ÖC¡¢ C++¡¢Python£¬£¬£¬
£¬£¬£¬¿ª·¢ÕßÎÞÐèѧϰеÄÓïÑÔ»òÕß±à³Ì·¶Ê½£¬£¬£¬
£¬£¬£¬ÏÖÓеÄÕâЩ´úÂë¡£¡£¡£¡£¡£¾Í¿ÉÒÔ×öƽ»¬µÄǨáã¡£¡£¡£¡£¡£±àÒëÆ÷²ãÄØ£¬£¬£¬
£¬£¬£¬¿ÉÒÔ¹¹½¨ÆðÍêÕûµÄ¿ª·¢Óëµ÷ÊԵıջ·¡£¡£¡£¡£¡£¸ßÐÔÄÜ¿â²ãÊÇÎÒÃÇ»ýÀÛµÄ×îºóµÄÒ»²ã£¬£¬£¬
£¬£¬£¬ÎÒÃÇÓÐÁù´óµÄ½¹µãÊý¾Ý¿âÖ§³Ö´óÄ£×ÓµÄѵÍÆ£¬£¬£¬
£¬£¬£¬Í¬Ê±ÄØÓбà½âÂë¿âÀ´Öª×ã¶àģ̬µÄ¸ßÍÌÍÂÐèÇ󣬣¬£¬
£¬£¬£¬Í¬Ê±ÓÐÜöÝÍͨѶ¿âÆƽâÂþÑÜʽѵÁ·ÒÔ¼°ÍÆÀíµÄÆ¿¾±¡£¡£¡£¡£¡£ SoC Èí¼þջͬʱÄØ¿ÉÒÔÖúÁ¦¿ª·¢ÕßʵÏÖÈ«Á´Â·µÄÕÆ¿Ø£¬£¬£¬
£¬£¬£¬ÕâÄÚÀï´ÓËã×Ó¼¶µÄϸÄåÆÊÎöµ½ÏµÍ³¼¶µÄÈ«Õ»×ÜÀÀ¡£¡£¡£¡£¡£´Óµ¥¿¨µÄʵʱ¼à¿Ø£¬£¬£¬
£¬£¬£¬µ½´óÄ£×Ó¼¯ÈºµÄÖÇÄܵ÷Àí£¬£¬£¬
£¬£¬£¬ SealµÄÈí¼þջȫ·½Î»µÄ¸³ÄÜ¿ª·¢ÔËά¡£¡£¡£¡£¡£ºÃ£¬£¬£¬
£¬£¬£¬½²ÍêÁËÎÒÃÇÕû¸öÈí¼þÕ»µÄÊÖÒռܹ¹£¬£¬£¬
£¬£¬£¬ÎÒÏë½²Ò»½²ÎÒÃÇÈí¼þÕ»±³ºóµÄһЩÉè¼ÆµÄÂß¼­ºÍ³õÖ¾¡£¡£¡£¡£¡£×ÅʵÎÒÃÇ´ÓµÚÒ»ÐдúÂëµÄ½¨Éè×îÏÈ£¬£¬£¬
£¬£¬£¬ Seal ¾Í±ü³Ö×ÅÒÔ¿ª·¢ÕßÌåÑéΪÖÐÐĵĽ¹µãÀíÄî¡£¡£¡£¡£¡£ÎÒÃÇ´ÓÒ»×îÏȾÍÔÚÎÊ£¬£¬£¬
£¬£¬£¬¿ª·¢ÕßÔÚÒÑÍù»ýÀÛµÄÂÄÀúºÍ´úÂëÄܲ»¿ÉÔÚ Seal ÉÏÎÞ·ìµÄ¸´Óã¿
£¿¿ª·¢ÕßÔÚ Seal Èí¼þÕ»ÓõÄʱ¼ä£¬£¬£¬
£¬£¬£¬ËûÉÏÊÖ¿ì·³í¯£¿
£¿ËüÅܵĺÃÇ·ºÃ£¿
£¿Ëüµ÷ÆðÀ´Ë³²»Ë³£¿
£¿ÒÔÊÇΧÈÆ×ÅÕâЩÎÊÌ⣬£¬£¬
£¬£¬£¬ÎÒÃÇÈà Seal ×öÁËÈý¸ö²»±Ø¡£¡£¡£¡£¡£?¸ß»Û 01:13:05µÚÒ»¸öÄؽпª·¢Õß²»±Ø¸Ä£¬£¬£¬
£¬£¬£¬ÒÔÊÇ¿ª·¢Õß¿ÉÒÔÓÃÏÖÓеĴúÂ룬£¬£¬
£¬£¬£¬ÒÔÉÙÉÙÁ¿µÄÐ޸ģ¬£¬£¬
£¬£¬£¬¾ÍÖ±½ÓǨá㸴Óᣡ£¡£¡£¡£µÚ¶þµãÄØ£¬£¬£¬
£¬£¬£¬¿ª·¢Õß²»±ØµÈ£¬£¬£¬
£¬£¬£¬ÎÒÃÇ×ÅʵËùÓеÄÈ˶¼ÄܸÐÊܵ½Õû¸ö AI ÊÖÒÕµü´úµÄËÙÂÊ£¬£¬£¬
£¬£¬£¬ÖðÈÕÐÂÔÂÒ죬£¬£¬
£¬£¬£¬Ö÷Á÷¿ª·¢ÕßÉçÇøÉÏÏßа汾ºó£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»áµÚһʱ¼äÊÊÅ䣬£¬£¬
£¬£¬£¬¿ª·¢ÕßÎÞÐè×öÌØÁíÍâÊÊÅäºÍÆÚ´ý¡£¡£¡£¡£¡£ÎÒÃÇÔÚ¶Ìʱ¼äÄھͿÉÒÔÓÃÉÏÐÐҵǰÑØ×îеÄËã×ÓÌØÕ÷ÒÔ¼°ÓÅ»¯ÊֶΡ£¡£¡£¡£¡£µÚÈýµãµÄ»°ÄØ£¬£¬£¬
£¬£¬£¬ÊÇ¿ª·¢Õß²»±Ø°ó£¬£¬£¬
£¬£¬£¬ SEAL Èí¼þÕ»ÆÕ±éµÄ¼æÈÝÊÊÅ䣬£¬£¬
£¬£¬£¬¿ª·¢Õß¿ÉÒÔÎÞаµÄÑ¡Óù¤¾ßÁ´£¬£¬£¬
£¬£¬£¬²»ÐèÒª°ó¶¨Ìض¨µÄÊÖÒÕõ辶¡£¡£¡£¡£¡£ÄÇÎÒÃǾټ¸¸öÀý×Ó£¬£¬£¬
£¬£¬£¬Èø÷ÈËÓÐһЩ¸üÖ±¹ÛµÄ¸ÐÖª¡£¡£¡£¡£¡£ÏÖÔÚÄØ£¬£¬£¬
£¬£¬£¬ÔÚ GitHub ÉÏ£¬£¬£¬
£¬£¬£¬¾ÍÊÇ Star ´óÓÚ 10 µÄÖ÷Á÷µÄ AI ¿ÍÕ»ÓÐ 3277 ¸ö£¬£¬£¬
£¬£¬£¬ÎÒÃǶÔÆäÖÐµÄ 3248 ¸öÒѾ­Íê³ÉÁËÊÊÅ䣬£¬£¬
£¬£¬£¬Ò²¾ÍÊÇ˵¿ª·¢ÕßÏÂÔØ´úÂ룬£¬£¬
£¬£¬£¬»ù±¾ÉÏÖ±½Ó±àÒë¾ÍÄÜÔÚ SEAL ÉÏÅÜͨ£¬£¬£¬
£¬£¬£¬Õâ¾ÍÊÇÎÒÃDz»±Ø¸ÄµÄµ×Æø¡£¡£¡£¡£¡£µÚ¶þµãÄØ£¬£¬£¬
£¬£¬£¬ÔÚVLM¡¢ SG- Lang ÕâЩÖ÷Á÷µÄ AI ÍÆÀí¿ò¼ÜÉÏ£¬£¬£¬
£¬£¬£¬´ÓÉÏÓÎÐû²¼Ð°汾µ½ Seal ÍêÓñ³ÉÁ¿µÄÊÊÅ䣬£¬£¬
£¬£¬£¬¿­Ê±AGƽ¾ùÖÜÆÚ²»Áè¼ÝÒ»ÖÜ£¬£¬£¬
£¬£¬£¬Õâ¸öÊÇÎÒÃǶԿª·¢Õß²»±ØµÈµÄÒ»¸öÔÊÐí¡£¡£¡£¡£¡£µÚÈýµãÄØ£¬£¬£¬
£¬£¬£¬ Seal ÒѾ­Íê³ÉÁËÁýÕÖPyTorch¡¢TensorFlow¡¢VLM¡¢ SG- Lang£¬£¬£¬
£¬£¬£¬ 260 ¶à¸öÖ÷Á÷ѵÁ·ÍÆÀí¿ò¼ÜµÄÖ§³Ö¡£¡£¡£¡£¡£¿
£¿ª·¢ÕßÓÃʲô¿ò¼Ü£¬£¬£¬
£¬£¬£¬ÎÒÃǾÍÖ§³Öʲô¿ò¼Ü£¬£¬£¬
£¬£¬£¬Ñ¡ÔñȨʼÖÕÎÒÃÇÁô¸ø¿ª·¢Õߣ¬£¬£¬
£¬£¬£¬Õâ¸öÊÇÎÒÃǶԲ»±Ø°óµÄÔÊÐí¡£¡£¡£¡£¡£ÒÔÊǸÅÀ¨Ò»Ï£¬£¬£¬
£¬£¬£¬ÎÒÃÇ Seal µÄÈí¼þջʵÏÖÁËÈ«Á¿µÄ¼æÈÝ¡£¡£¡£¡£¡£µÖ´ïÁË¿ìËÙµÄÑݽø£¬£¬£¬
£¬£¬£¬¿ÉÒÔΪ¿­Ê±AGÓû§ºÍ¿ª·¢ÕßʵÏÖÉú²ú¼¶µÄÎÞ·ìǨáã¡£¡£¡£¡£¡£?¸ß»Û 01:14:55ÏÖÔÚÄØ£¬£¬£¬
£¬£¬£¬¿­Ê±AG¿ª·¢Õß¹ÙÍøÒѾ­ÉÏÏߣ¬£¬£¬
£¬£¬£¬»ã¾ÛÁËÈ«Á¿µÄ¿ª·¢ÕßÎĵµ¡¢Èí¼þÖÆÆ·£¬£¬£¬
£¬£¬£¬Ò²Í¬Ê±ÔÚÔÚÕâ¸ö¹ÙÍøÉÏÌṩÁ˸ßÐÔÄܵĻ¥Áª¹¤¾ß¡¢ÐÔÄÜÆÊÎö¹¤¾ß¡¢³¬µÈµãÉèÖÃÓëÖÎÀí¹¤¾ß£¬£¬£¬
£¬£¬£¬ÕâЩȫÌ׿ª·¢Õß¹¤¾ß¡£¡£¡£¡£¡£ÎÞÂÛÊÇÄ£×ÓµÄѵÁ·¡¢ÍÆÀí¡¢ÐÔÄܵ÷ÓÅ£¬£¬£¬
£¬£¬£¬Õվɴó¹æÄ£¼¯ÈºµÄÔËά£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔÚÕâÀﶼ¿ÉÒÔÕÒµ½Ò»Õ¾Ê½µÄ½â¾ö·½°¸¡£¡£¡£¡£¡£Ï£ÍûδÀ´¿­Ê±AG¹ÙÍø¿ÉÒÔ³ÉΪ¸÷ÈË¿É¿¿µÄÏàÖúͬ°é£¬£¬£¬
£¬£¬£¬ÉÁ¿ª·¢Ô½·¢¸ßЧ£¬£¬£¬
£¬£¬£¬Èÿ­Ê±AGÕæÎäËãÁ¦Ô½·¢Ò×Óᣡ£¡£¡£¡£?¸ß»Û 01:15:30ºóÐøÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃǽ«Ò»Á¬Í¶È뿪ԴÉçÇøµÄ½¨É裬£¬£¬
£¬£¬£¬ºÜ¿ì¿­Ê±AG AI ¿ò¼Ü£¬£¬£¬
£¬£¬£¬¿ªÔ´¶¨ÖƵļÓËٿ⽫ÉÏÏßGitHub£¬£¬£¬
£¬£¬£¬Í¬Ê±Ò²½«Ìṩ Docker pip Ô´µÄÏÂÔØ¡£¡£¡£¡£¡£½ÓÏÂÀ´»á½Ðø¿ª·Å£¬£¬£¬
£¬£¬£¬°üÀ¨Í¨Ñ¶¿â¡¢ÅÌËã¼ÓËÙ¿â¡¢ÍÆÀíÒýÇæÈí¼þ¡£¡£¡£¡£¡£Î´À´ÎÒÃÇ»áÉÏÏß¿ª·¢ÕßÂÛ̳°å¿é£¬£¬£¬
£¬£¬£¬´î½¨Æðƽͷ¸çÓëÉçÇø¡¢¿ª·¢ÕßÓ뿪·¢Õß³£Ì¬»¯½»Á÷µÄƽ̨£¬£¬£¬
£¬£¬£¬¸÷È˾´ÇëÆÚ´ý¡£¡£¡£¡£¡£?¸ß»Û 01:16:01ÎÒÃǽñÌìÄØ£¬£¬£¬
£¬£¬£¬×Åʵ´ÓÈ«Õ»ËãÁ¦Áĵ½ÁËÈí¼þµÄ¿ªÔ´¿ª·Å£¬£¬£¬
£¬£¬£¬ÎÒÃǹ²Ïí¹²½¨¿­Ê±AG AI Èí¼þÉú̬¡£¡£¡£¡£¡£ÎÒÃÇÕâô×öÊÇÓÉÓÚÎÒÃÇʼÖÕÏàÐÅ£¬£¬£¬
£¬£¬£¬AI ʱ´úµÄÕæÕý±¬·¢£¬£¬£¬
£¬£¬£¬²»ÊÇÀ´×ÔÓÚijһ¿Å¡¢Ä³Á½¿ÅÕæÕýÇ¿µÄоƬ£¬£¬£¬
£¬£¬£¬¶ø»áÀ´×ÔÒ»Ì׸ü¿ª·Å¡¢¸üЭͬ¡¢¸ü¸ßЧµÄÈ«Õ»ËãÁ¦ÏµÍ³¡£¡£¡£¡£¡£ÎÒÃÇÏ£ÍûÄØ£¬£¬£¬
£¬£¬£¬¸øÐÐÒµ¡¢¸ø¿Í»§ÌṩһÌ×¾­ÓÉÑéÖ¤¡¢¿ª·Å¹²ÏíµÄ AI ËãÁ¦»ù´¡ÉèÉèÊ©¡£¡£¡£¡£¡£Î´À´µÄÇ÷ÊÆÄØ£¬£¬£¬
£¬£¬£¬Ò»¶¨Êǵ¥¸öµÄÓ²¼þ½çÏ߻ᱻȫջµÄϵͳЭͬËùÍ»ÆÆ£¬£¬£¬
£¬£¬£¬Èí¼þµÄ±ÚÀÝÒ²»á±»¿ªÔ´¿ª·ÅµÄÉú̬Öð²½Ìæ»»¡£¡£¡£¡£¡£?¸ß»Û 01:16:43ÔÚÕâÀïÎÒÏë·ÖÏíÒ»¸öÓÐȤµÄµã£¬£¬£¬
£¬£¬£¬¾ÍÊÇÎÒÃÇÈí¼þÕ»µÄÃû×ÖΪʲô½ÐSeal£¿
£¿×ÅʵÎÒÃÇ×öÁËÐí¶à˼Ë÷£¬£¬£¬
£¬£¬£¬ÎÒÃÇ×îºóÑ¡ÁË Seal Õâ¸öÃû×Ö£¬£¬£¬
£¬£¬£¬ËüµÄÈ«³ÆÊÇ Seed of AI Library£¬£¬£¬
£¬£¬£¬¾ÍÊÇÖÖ×Ó¡£¡£¡£¡£¡£ÎÒÃÇ°ÑÎÒÃÇÿһÐдúÂ붼¿´×÷Ò»¸öÔ̺¬ÎÞÏÞ¿ÉÄܵÄÖÖ×Ó£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²ÆÚ´ýδÀ´ÕâЩÖÖ×Ó¿ÉÒÔ³¤³É²ÎÌì´óÊ÷£¬£¬£¬
£¬£¬£¬¿ÉÒÔεȻ³ÉÁÖ¡£¡£¡£¡£¡£ÄÇôÎÒÃÇÏ£Íû¸÷ÈË¿ÉÒÔÒ»Æð¼ÓÈ뿭ʱAG£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ»Æð¹²ÐÐÖÂÔ¶£¬£¬£¬
£¬£¬£¬Ð»Ð»¸÷ÈË£¡

°¢ÀïÔÆÊý¾Ý¿âÈÏÕæÈËÑîÐÁ¾ü£ºÔƵĵÚÒ»Óû§Õý´Ó¡°ÈË¡±±äΪ¡°ÖÇÄÜÌ塱£¬£¬£¬
£¬£¬£¬Êý¾Ý³ÉΪһ¸öÆóÒµAIÂäµØµÄ²Æ²úËùÔÚ

Ö÷³ÖÈË 01:17:16лл¸ß»ÛŮʿ¡£¡£¡£¡£¡£µ±ÔƵĵÚÒ»Óû§´ÓÈËÄð³ÉÖÇÄÜÌ壬£¬£¬
£¬£¬£¬Êý¾Ý³ÉΪ agent Ã÷È·ÌìϵÄȼÁÏÓëÓ°Ï󡣡£¡£¡£¡£½ÓÏÂÀ´ÓÐÇë°¢ÀïÔÆÖÇÄܼ¯ÍÅÊý¾Ý¿âÈÏÕæÈËÑîÐÁ¾ü£¬£¬£¬
£¬£¬£¬·ÖÏí´Ó·þÎñÈ˵½·þÎñagent£¬£¬£¬
£¬£¬£¬´òÔìÖÇÄÜÌåʱ´úµÄÊý¾Ýƽ̨¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:17:40ÁÐλÀ´±ö£¬£¬£¬
£¬£¬£¬¸÷ÈËÉÏÎçºÃ£¡ÎÒÊÇ°¢ÀïÔÆÊý¾Ý¿âµÄÈÏÕæÈËÑîÐÁ¾ü¡£¡£¡£¡£¡£ºÜÐ˷ܽñÌìÓÐʱ»úºÍ¸÷ÈË·ÖÏíһϰ¢ÀïÔÆÊý¾Ýƽ̨ÔÚ Agentic Cloud µÄʱ´úµÄһЩ˼Ë÷ºÍ̽Ë÷¡£¡£¡£¡£¡£ÒÑÍùÆóÒµ×öAI£¬£¬£¬
£¬£¬£¬´ó²¿·Ö¾«ÉñÊǼ¯ÖÐÔÚ´óÄ£×Ó£¬£¬£¬
£¬£¬£¬¿ÉÊÇËæ×Å AI µÄÂäµØ£¬£¬£¬
£¬£¬£¬¸÷ÈËÔ½À´Ô½·¢Ã÷Êý¾Ý³ÉΪ AI ʱ´ú¡¢ AI ÂäµØ¡¢ Agentic ʱ´úµÄÒ»¸öÇзֵ㡣¡£¡£¡£¡£ÒÔÊÇÎÒÃÇÔÚ½ÜÉ­»ÎÔÚ½ñÄêµÄ GTC µÄÒ»¸ö Keynotes ÉÏÃæҲ˵µ½£¬£¬£¬
£¬£¬£¬ structure data ¾ÍÊǽṹ»¯µÄÊý¾Ý£¬£¬£¬
£¬£¬£¬ÊÇ ground truth¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:18:29Unstructured data is context of the AI study.ÑîÐÁ¾ü 01:18:34ÒÔÊÇÔÚPioneer£¬£¬£¬
£¬£¬£¬Í¬Ê± Pioneer µÄ×î½üµÄ Alex Crabb Ҳ˵ÁËÒ»¸ö£¬£¬£¬
£¬£¬£¬Êý¾ÝÊÇ AI ʱ´úµÄ²Æ²ú£¬£¬£¬
£¬£¬£¬¶øÕæÕýÄܹ»°ü¹ÜÒ»¸öÆóÒµµÄÀֳɣ¬£¬£¬
£¬£¬£¬ÊÇËüµÄ AI µÄÊý¾ÝÔõÑùʹÓᣡ£¡£¡£¡£ÒÔÊÇ£¬£¬£¬
£¬£¬£¬ÔÚ AI agentic ʱ´ú£¬£¬£¬
£¬£¬£¬Êý¾ÝÊǺÜÊÇÖ÷ÒªµÄ¡£¡£¡£¡£¡£Õâ¸öÒ²ÊÇÎÒÃÇ¿´µ½×î½üµÄһЩÇ÷ÊÆ£¬£¬£¬
£¬£¬£¬Õâ¸öÊý¾ÝËæ×Å AI µÄÂäµØ£¬£¬£¬
£¬£¬£¬Ëü²¢Ã»ÓÐïÔÌ­£¬£¬£¬
£¬£¬£¬ËüÔÚ±¬·¢ÐÔµÄÔöÌí£¬£¬£¬
£¬£¬£¬Ã¿¸öÆóÒµ¶¼°ÑËüµÄÊý¾Ýµ±×öËüµÄ²Æ²ú¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:19:13À´¾ÙÐи´ÖÆ£¬£¬£¬
£¬£¬£¬ÒÔÊÇ ÔÚÕâ¸ö AI ʱ´ú£¬£¬£¬
£¬£¬£¬Êý¾ÝÊDZ¬·¢ÐÔÔöÌíµÄ¡£¡£¡£¡£¡£Í¬Ê±ÎÒÃÇÒ²¿´µ½£¬£¬£¬
£¬£¬£¬°üÀ¨Äڴ棬£¬£¬
£¬£¬£¬°üÀ¨´æ´¢£¬£¬£¬
£¬£¬£¬¶¼ÔÚ×î½ü¼¸¸öÔ¾ÙÐб¬·¢ÐÔµÄÔöÌí£¬£¬£¬
£¬£¬£¬°üÀ¨ËûÃǵĴ洢Á¿£¬£¬£¬
£¬£¬£¬°üÀ¨ÕâʹÓÃÁ¿¡£¡£¡£¡£¡£ºÍËûÃǵļÛÇ®¶¼ÔÚ±¬·¢ÐÔµÄÔöÌí£¬£¬£¬
£¬£¬£¬ËµÃ÷Êý¾ÝÊÇÔ½À´Ô½³ÉΪһ¸öÆóÒµ AI ÂäµØµÄ²Æ²úËùÔÚ¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:19:43ÒÔÊÇͬʱ Agent ÔÚÕâ¸ö AI ÂäµØµÄʱ´ú£¬£¬£¬
£¬£¬£¬ Agent ³ÉΪÕâ¸ö AI ÂäµØµÄÒ»¸öÔØÌ壬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃÇÒ²¿´µ½Õâ¸ö AI ʱ´ú£¬£¬£¬
£¬£¬£¬Õâ¸ö Agent ÔÚÆóÒµµÄAgent£¬£¬£¬
£¬£¬£¬ÂäµØµÄ¹æÄ£ºÍ¸öÈ赀 Agent ÂäµØµÄ¹æÄ£¶¼ÔÚ±¬·¢ÐÔµÄÔöÌí¡£¡£¡£¡£¡£¿­Ê±AG Token ÏûºÄÒ²ÔÚ±¬·¢ÐÔµÄÔöÌí£¬£¬£¬
£¬£¬£¬ÔÚ Token ÊÇÄð³ÉÒ»¸öcommodity£¬£¬£¬
£¬£¬£¬Äð³ÉÒ»¸öͨÓõÄËãÁ¦£¬£¬£¬
£¬£¬£¬¿ÉÊÇͬʱÎÒÃÇÐèÒªÒ»¸ö agent À´×ö token µÄÂäµØµÄÒ»¸öÔØÌ壬£¬£¬
£¬£¬£¬ÒÔÊÇÔ½À´Ô½¶àµÄ agent ³ÉΪÆóÒµµÄÒ»¸öÂäµØ AI ÂäµØµÄÒ»¸ö²Æ²ú¡£¡£¡£¡£¡£ÒÔÊÇÎÒÃÇ¿´µ½Ä¿½ñ agent ÔÚÊý¾Ý¿âÕâÀïÒ²³ÉΪԽÀ´Ô½Ö÷ÒªµÄÒ»¸ö²Ù×÷Õß¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:20:35ÐÐÒµÊý¾Ýµ±ÖУ¬£¬£¬
£¬£¬£¬ Databricks ˵ÁË 80% µÄ¡£¡£¡£¡£¡£ËüµÄÊý¾Ý¿âµÄʵÀýÊÇÓÉ agentic ´´Á¢µÄ£¬£¬£¬
£¬£¬£¬Í¬Ê± 97% µÄ·ÖÖ§ÊÇÓÉ agent ½¨ÉèµÄ¡£¡£¡£¡£¡£Í¬Ê±ÎÒÃÇ°¢ÀïÔÆÒ¢³ØÊý¾Ý¿âÒ²¿´µ½ÀàËƵÄÒ»¸öÇ÷ÊÆ£¬£¬£¬
£¬£¬£¬¿­Ê±AG PostgreSQL Êý¾Ý¿â×î½üÊÇÓÐ 80% ÊÇÓÉ agent ½¨ÉèµÄ¡£¡£¡£¡£¡£ÒÔÊÇÎÒÃÇÒÑÍùÕûÕû 5 Ä꣬£¬£¬
£¬£¬£¬Õû¸ö PostgreSQL Êý¾Ý¿â²îδ¼¸´´Á¢ÁË4Íò¸öʵÀý£¬£¬£¬
£¬£¬£¬×î½üÎÒÃÇÔÚÒÑÍùµÄ¼¸¸öÔµ±ÖоͿ´µ½ agent ½¨ÉèÁ˲îδ¼¸ 12 Íò¸ö¡£¡£¡£¡£¡£Õâ¸öÊý¾Ý¿â£¬£¬£¬
£¬£¬£¬ÒÔÊÇÕâ¸ö agent µÄ±¬·¢¶Ô¿­Ê±AGÊý¾Ý¿âÊÇÓкÜÊÇ´óµÄ×ÊÖúµÄ£¬£¬£¬
£¬£¬£¬ÒÔÊÇ agent ×ÔÖ÷´´µÄ»·±ÈÒ²ÊÇÔÚ 300% µÄÔöÌí¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:21:32ÒÔÊÇÎÒÃÇÔÚ AI ʱ´ú£¬£¬£¬
£¬£¬£¬ÔÚÕâ agentic cloud ʱ´ú£¬£¬£¬
£¬£¬£¬ agent ÐèҪʲôÑùµÄÊý¾Ý¿âƽ̨£¿
£¿ÒÔÊÇÕâ¸ö·½ÃæÎÒÃÇÓУ¬£¬£¬
£¬£¬£¬Ò²ÓÐÐí¶àµÄ̽Ë÷£¬£¬£¬
£¬£¬£¬×ÅʵÎÒÃÇ·¢Ã÷ÔÚÕâ 6 ¸ö·½Ã棬£¬£¬
£¬£¬£¬ 6 ´óÄÜÁ¦·½Ã棬£¬£¬
£¬£¬£¬ÎÒÃÇÐèÒª×öºÜ´óµÄÌáÉý£¬£¬£¬
£¬£¬£¬ÆäÖÐÊÇ×ÊÔ´µÄµ¯ÐÔ£¬£¬£¬
£¬£¬£¬ agentic µÄʱ´ú£¬£¬£¬
£¬£¬£¬ agent ½¨ÉèÊý¾Ý¿âÊǺÜÊÇ¿
£¿ìµÄ¡£¡£¡£¡£¡£ÒÔÇ°ÈË ADBA ½¨ÉèÊý¾Ý¿â¿ÉÄÜ»áÓúܳ¤Ê±¼ä£¬£¬£¬
£¬£¬£¬¿ÉÊÇÏÖÔÚÓÉ agent ½¨É裬£¬£¬
£¬£¬£¬ agentÊÔ´íµÄÄÜÁ¦ºÜÊÇÇ¿£¬£¬£¬
£¬£¬£¬Ëü»áµ¥¸ö»á½¨ÉèºÜÊǶàµÄÊý¾Ý¿â£¬£¬£¬
£¬£¬£¬ÒÔÊÇÓÐ×ÊÔ´µÄµ¯ÐÔ£¬£¬£¬
£¬£¬£¬°üÀ¨Ëü»á½¨É裬£¬£¬
£¬£¬£¬Ò²»áÏú»Ù£¬£¬£¬
£¬£¬£¬ÒÔÊÇ×ÊÔ´µÄµ¯ÐÔÊǺÜÊÇÖ÷ÒªµÄ¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:22:16ÉÐÓоÍÊÇÉÏÏÂÎÄÓ°Ï󣬣¬£¬
£¬£¬£¬¶Ô°É£¿
£¿Õâ¶ÔÕâ¸öÕû¸ö agent ÊǺÜÊÇÖ÷ÒªµÄ¡£¡£¡£¡£¡£agent ÈôÊÇ AI ûÓÐÓ°Ï󣬣¬£¬
£¬£¬£¬ËüÊÇÒª¼ÌÐø×öºÜÊǶàµÄÖظ´µÄÅÌËã¡£¡£¡£¡£¡£ÒÔÊÇ°üÀ¨Ïñ¿­Ê±AGÈ˵ĴóÄÔÒ»Ñù£¬£¬£¬
£¬£¬£¬Õâ¸ö agent µÄÓ°ÏóÊǺÜÊÇÖ÷ÒªµÄ£¬£¬£¬
£¬£¬£¬ÒÔÊÇÕâЩӰÏóÒ²»á´æ´¢ÔÚÊý¾Ý¿âÀï±ß¡£¡£¡£¡£¡£»£»£ÉÐÓоÍÊÇ·ÖÖ§ÊÔ´í£¬£¬£¬
£¬£¬£¬ agent »á×ö¸ü¶àµÄʵÑ飬£¬£¬
£¬£¬£¬Ëü»áÔÚµ¥ÃëÖ®ÄÚ½¨ÉèºÜÊǶàµÄʵÑéµÄ branch sandbox£¬£¬£¬
£¬£¬£¬Ã¿¸ö sandbox ÏÂÃ涼¿ÉÄÜÓÐÒ»¸öÊý¾Ý¿â¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:22:53µÚËĸöÊÇÎÒÃÇËùνµÄ¶àÄ£µÄ̽Ë÷£¬£¬£¬
£¬£¬£¬¶àÄ£µÄËÑË÷£¬£¬£¬
£¬£¬£¬Õâ¸ö¶àÄ£¾ÍÊý¾Ý¿â²»µ«ÊÇ˵½á¹¹»¯Êý¾Ý£¬£¬£¬
£¬£¬£¬ÉÐÓкÜÊǶàµÄ¡£¡£¡£¡£¡£·Ç½á¹¹»¯Êý¾Ý£¬£¬£¬
£¬£¬£¬ÒÔÊÇÕâ¸öÐèÒªËûÃÇÁªºÏ¾ÙÐÐËÑË÷£¬£¬£¬
£¬£¬£¬ÊµÊ±µÄ¸üС£¡£¡£¡£¡£µÚÎå¸öÊÇ agentic µÄµÄ±¾Ç®£¬£¬£¬
£¬£¬£¬±¾Ç®ÊǺÜÊÇÖ÷ÒªµÄ£¬£¬£¬
£¬£¬£¬ÓÉÓÚ agent ËüÊÇûÓÐÒâʶµÄ£¬£¬£¬
£¬£¬£¬Ã»Óб¾Ç®µÄÒâʶµÄ£¬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃÇÒª¾ÙÐб¾Ç®µÄÊӲ죬£¬£¬
£¬£¬£¬¾ÙÐб¾Ç®µÄ¿ØÖÆ¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:23:22µÚÁù¸öËäÈ»ÊÇȨÏÞ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÊʲÅҲ˵µ½ÁË£¬£¬£¬
£¬£¬£¬Ðí¶à sandbox »á±»¹¥»÷£¬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃÇÒª¾ÙÐÐ agent µÄÇå¾²µÄ¿ØÖÆ¡£¡£¡£¡£¡£ÒÔÊÇÕâ¸öÊÇ¿­Ê±AGÃ뼶µ¯ÐÔµÄÒ»¸öÆ«ÏòµÄÊý¾Ý¿âµÄÒ»¸öѹÁ¦£¬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃÇÒ²¿ÉÒÔ¿´µ½£¬£¬£¬
£¬£¬£¬ÊʲÅ˵ÁË£¬£¬£¬
£¬£¬£¬¿ÉÄÜÔÚ 10 ÃëÖÓÖ®ÄÚ£¬£¬£¬
£¬£¬£¬¿ÉÄܽ¨ÉèÎÞÊý¸ö£¬£¬£¬
£¬£¬£¬¾Í 10 Íò¸öagent£¬£¬£¬
£¬£¬£¬Õâ¸ö agent µÄ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÏ£ÍûÊÇ˵Äܹ»¼´Óü´×ߣ¬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃÇÒ²ÊÇ¿´µ½£¬£¬£¬
£¬£¬£¬ÔÚÕâ¸ö³¡¾°Ï£¬£¬£¬
£¬£¬£¬ÈôÊÇÒª¿ØÖƱ¾Ç®µÄ»°£¬£¬£¬
£¬£¬£¬Ã¿¸ö agent ÈôÊǵ¥Î¨Ò»¸öÊý¾Ý¿â£¬£¬£¬
£¬£¬£¬Ëü»á±¾Ç®ºÜÊǸߣ¬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃÇÏÖÔÚµÄ˼Á¿ÊÇ˵Ҫ¶à²ã´æ´¢£¬£¬£¬
£¬£¬£¬Õû¸ö¶à¸ö agent Êǹ²ÏíÒ»¸ö´æ´¢µÄ£¬£¬£¬
£¬£¬£¬ÒÑÍùÎÒÃÇÊý¾Ý¿âÒ²ÊÇÒ»Ö±ÔÚÍù¡£¡£¡£¡£¡£¸ßÐÔÄܵĴ洢Éú³¤¡£¡£¡£¡£¡£¿ÉÊÇ agent µÄʱ´ú£¬£¬£¬
£¬£¬£¬ÎÒÃÇ·¢Ã÷Õâ¸öÇ÷ÊƸøÄæתÁË£¬£¬£¬
£¬£¬£¬¸ü¶àµÄÊý¾Ý¿âµÄ´æ´¢ÐèÒª·ÅÔڵͱ¾Ç®µÄÓ²ÅÌÉÏÃ棬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃÇÒ²»áÔÚ˼Á¿£¬£¬£¬
£¬£¬£¬´ó²¿·ÖµÄ agent µÄÊý¾Ý¶¼·ÅÔڵͱ¾Ç®µÄ OSS ÉÏÃæ¡£¡£¡£¡£¡£ÔÚÕâ¸öÅäºÏµÄ×⻧ÉÏÃ棬£¬£¬
£¬£¬£¬´î½¨ agent µÄËùÐèÒªµÄÊý¾Ý¿â¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:24:41ÒÔÊÇÒ»¸ö½ÏÁ¿ºÏÊʵÄÒ»¸öÀý×Ó£¬£¬£¬
£¬£¬£¬ÎÒÃÇ֮ǰ¿ÉÄÜÒ»¸öÈËǨáãµ½Ò»¸öµØ·½£¬£¬£¬
£¬£¬£¬ËûËûÒªÐèÒªÒ»¸ö×Ô¼º×¡Ò»¸ö·¿¼ä£¬£¬£¬
£¬£¬£¬¶Ô°É£¿
£¿×¡Ò»¸öÂùݡ£¡£¡£¡£¡£¿ÉÊÇÈôÊÇͻȻ֮¼äÀ´ÁË 10 Íò¸ö¿ÍÈË£¬£¬£¬
£¬£¬£¬»òÕßÀ´ 100 Íò¸ö¿ÍÈË£¬£¬£¬
£¬£¬£¬ÄÇÿ¸öÈËÒª×âÒ»¸öÂùݣ¬£¬£¬
£¬£¬£¬×ÅʵÎÒÃÇÒ²×â²»µ½£¬£¬£¬
£¬£¬£¬ÓпÉÄÜÕâ´Î¿ª»áµÄ»°£¬£¬£¬
£¬£¬£¬ÎÒÃÇ×î½üÒ²ÂùÝÕâÀïÖÜΧҲºÜÄÑ×âµ½¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:25:07¿ÉÊÇÎÒÃÇÔÚÕâÖÖÇéÐÎÏ£¬£¬£¬
£¬£¬£¬ÈôÊÇÓаÙÍòÈ˽øµ½Ò»¸ö¶¼»áµÄ»°£¬£¬£¬
£¬£¬£¬ÎÒÓпÉÄÜÎÒÃǾÍÔÚÒ»¸öÖØ´óÎޱȵÄÒ»¸öÌåÓý¹Ý¸ø¸÷ÈË·Ö·¢Ò»ÕÊÅñ£¬£¬£¬
£¬£¬£¬ÒÔÊÇÕâ¸öÕÊÅñÄØ£¬£¬£¬
£¬£¬£¬ÓÖÄÜ×öµ½¸ôÀ룬£¬£¬
£¬£¬£¬ÓÖÄÜ×öµ½£¬£¬£¬
£¬£¬£¬¿ÉÊǼ´Óü´»Ù£¬£¬£¬
£¬£¬£¬Ê¹ÓÃÁËÒԺ󣬣¬£¬
£¬£¬£¬¾Í¿ÉÒÔÈÓµô¡£¡£¡£¡£¡£ÒÔÊÇÕâ¸öÊÇ¿­Ê±AGÒ»¸öÏë·¨£¬£¬£¬
£¬£¬£¬¿ÉÊÇËûÔÚ¸øÌåÓý¹ÝÀïÊÇÓиö¡£¡£¡£¡£¡£»£»£»ù±¾µÄÒ»¸öÕâ¸öµ××ùÔÚÀï±ß£¬£¬£¬
£¬£¬£¬ÒÔÊÇÒ»¸öͳһµÄµ××ù£¬£¬£¬
£¬£¬£¬ÒÔÊÇÕâ¸öÊÇÎÒÃÇ˼Á¿µ½µÄÒ»¸öËùνµÄͳһµ××ù£¬£¬£¬
£¬£¬£¬¶à²ã´æ´¢£¬£¬£¬
£¬£¬£¬ÖÜÈ«½µµÍÕâ¸ö agent µÄʹÓñ¾Ç®¡£¡£¡£¡£¡£ºó±ß¾ÍÊÇ˵¿­Ê±AGÓ°ÏóÊǺÜÊÇÖ÷ÒªµÄ£¬£¬£¬
£¬£¬£¬¿­Ê±AGÈ˵ĴóÄÔÈ«ÊÇ¿¿×ÅÓ°ÏóÀ´¾ÙÐÐ×öÐí¶àµÄ˼Ë÷£¬£¬£¬
£¬£¬£¬¶Ô°É£¿
£¿ÒÔÊÇÓ°ÏóÎÒÃÇÐèÒªÊÇÒ»·ÝÊý¾Ý£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒÔÇ°ÊÇÓвî±ðµÄÊý¾Ý¿âÀ´Ö§³Ö²î±ðµÄÊý¾Ý£¬£¬£¬
£¬£¬£¬Óнṹ»¯µÄÊý¾Ý£¬£¬£¬
£¬£¬£¬ÓÐ TP Êý¾Ý¿â£¬£¬£¬
£¬£¬£¬Óзǽṹ»¯Êý¾Ý£¬£¬£¬
£¬£¬£¬ÓÐÄÇЩ AP Êý¾Ý¿â£¬£¬£¬
£¬£¬£¬¿ÉÊÇÔÚÕâ¸ö agentic ʱ´ú£¬£¬£¬
£¬£¬£¬ÓÉÓÚÐèÒª¡£¡£¡£¡£¡£ÕâЩÊý¾Ýͬʱ¾ÙÐÐÁªºÏµÄËÑË÷£¬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃÇÊÇÒ»·Ý´æ´¢£¬£¬£¬
£¬£¬£¬Ò»·ÝÊý¾Ý£¬£¬£¬
£¬£¬£¬¾ÙÐжàÄ£µÄ¼ìË÷¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:26:22¿ÉÊÓ²ìÐÔÊÇÎÒÃÇÊǸüÖ÷ÒªµÄÒ»¸öÊÂÇ飬£¬£¬
£¬£¬£¬¾ÍÊÇËùÓÐ agent ×öµÄÊÂÇ飬£¬£¬
£¬£¬£¬ÎÒÃǶ¼ÐèÒªÄܹ»¿ÉÊӲ졣¡£¡£¡£¡£ÒÔÊÇÕâ·½ÃæÎÒÃÇÒ²×öÁ˺ÜÊǶàµÄÊÂÇ飬£¬£¬
£¬£¬£¬°üÀ¨ÎÒÃÇÏÖÔÚ×ö£¬£¬£¬
£¬£¬£¬ÔÚ agent ÿ×öÒ»¸ö²Ù×÷£¬£¬£¬
£¬£¬£¬ÎÒÃǶ¼¿ÉÒÔ¾ÙÐаÑËü´ò±ê£¬£¬£¬
£¬£¬£¬¶¼¿ÉÒÔ¾ÙÐаÑËü¸øÈ«Á¿µÄ¾ÙÐС£¡£¡£¡£¡£¿
£¿ìÕռͼ£¬£¬£¬
£¬£¬£¬Ã¿Ò»¸ö¶ÔÎļþµÄÐ޸ģ¬£¬£¬
£¬£¬£¬ÎÒÃǶ¼¿ÉÒÔ×ö¿ìÕÕ£¬£¬£¬
£¬£¬£¬ÒÔÊÇÕâ¸ö¶ÔÕû¸ö¿ìÕÕµÄѹÁ¦ºÜÊǴ󡣡£¡£¡£¡£Ö®Ç°ÎÒÃÇ×öºÃ±È˵ÓÎÏ·Êý¾Ý¿â£¬£¬£¬
£¬£¬£¬ÕâÓÎÏ·£¬£¬£¬
£¬£¬£¬ÓпÉÄÜÎÒÃÇ»á×öÒ»¸öÔÂÒ»¸ö¿ìÕÕ£¬£¬£¬
£¬£¬£¬Øʺó½ø»¯µ½Ò»Ìì¶à¸ö¿ìÕÕ¡£¡£¡£¡£¡£¿ÉÊÇÔÚ agentic ʱ´ú£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒª×öµ½ 10 Íò´ÎÿÃëµÄÒ»¸ö¿ìÕյļͼ£¬£¬£¬
£¬£¬£¬¹ØÓÚËüÿһ¸ö²Ù×÷£¬£¬£¬
£¬£¬£¬ÎÒÃǶ¼¿ÉÒԼͼÏÂÀ´¡£¡£¡£¡£¡£Õâ¸ö¶ÔÊý¾Ý¿âÊÇ£¬£¬£¬
£¬£¬£¬°üÀ¨Îļþϵͳ¶¼ÊǺÜÊÇ´óµÄѹÁ¦¡£¡£¡£¡£¡£¿ÉÊÇÎÒÃÇҲͨ¹ý¿­Ê±AGˢУ¬£¬£¬
£¬£¬£¬×öµ½ÁË 10 Íò´ÎÿÃëµÄ¿ìÕÕµÄÄÜÁ¦¡£¡£¡£¡£¡£ÒÔÊÇ¶Ô agent µÄÿ¸ö¸Ä¶¯£¬£¬£¬
£¬£¬£¬ÎÒÃǶ¼¿ÉÒÔ¾ÙÐпìÕռͼ£¬£¬£¬
£¬£¬£¬¿ÉÒÔ»ØËÝ£¬£¬£¬
£¬£¬£¬¿ÉÒÔ¹ö»Ø£¬£¬£¬
£¬£¬£¬Õâ¸ö¶¼ÊÇ¿­Ê±AGºÜÊÇÖ÷ÒªµÄÒ»¸öÄÜÁ¦¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:27:35ºó±ßµÚËĸöÊÇ˵¿­Ê±AGÇå¾²µÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬¶ÔÇå¾²µÄËĵÀ·ÀÏß¡£¡£¡£¡£¡£Õâ¸ö agent µÄʱ´ú£¬£¬£¬
£¬£¬£¬¸÷ÈË¶Ô agent ¶ÔËüµÄ²Ù×÷¡£¡£¡£¡£¡£ÊǺÜÊDz»·ÅÐĵģ¬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃǶÔÖи÷¸ö·½Ã涼Ҫ¶ÔÕâ¸öÊý¾Ý¾ÙÐÐÇå¾²µÄ·À»¤£¬£¬£¬
£¬£¬£¬²»µ«ÊÇ˵ agent ÊDz»ÊǸøËûÒ»¸ö»á¼ûµÄÒ»¸öÃÜÂ룬£¬£¬
£¬£¬£¬ÕÕ¾É˵ÎÒÃǶÔËùÓеÄÊý¾ÝÒª¾ÙÐмÓÃÜ£¬£¬£¬
£¬£¬£¬Õâ¸öÊÇÎÒÃÇ°üÀ¨ËùÓеÄÊý¾ÝµÄɨÃ裬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃÇÔÚÕâ¸öÊý¾ÝµÄ²ãÃ棬£¬£¬
£¬£¬£¬Êý¾Ýƽ̨µÄ²ãÃ棬£¬£¬
£¬£¬£¬ÎÒÃÇ×öÁË´ó×ÚµÄÊÂÇéÀ´°ü¹ÜÕâ¸öÊý¾ÝµÄÇå¾²¡£¡£¡£¡£¡£ÓÉÓÚͬʱÎÒÃÇÊʲÅ˵Á˱¾Ç®ÊÇÎÒÃÇ×îÖ÷ÒªµÄÒ»¸öµã¡£¡£¡£¡£¡£¿ÉÊÇÓÉÓÚ±¾Ç®µÄÔ­Òò£¬£¬£¬
£¬£¬£¬ÎÒÃÇ¿ÉÄܾÙÐжà×⣬£¬£¬
£¬£¬£¬¶à×âÁËÒԺ󣬣¬£¬
£¬£¬£¬Ò»¸öÎÊÌâ¾ÍÊÇ˵ÓÐûÓпÉÄÜ£¬£¬£¬
£¬£¬£¬ÓÉÓÚÒ»¸ö×⻧±»Í»ÆÆÒԺ󣬣¬£¬
£¬£¬£¬Ëû»á»á¼ûµ½ÆäËûµÄ×⻧µÄÐÅÏ¢¡£¡£¡£¡£¡£ÒÔÊÇÕâ·½ÃæÎÒÃÇÔÚ¶à×âµÄÄÜÁ¦Ï±ߣ¬£¬£¬
£¬£¬£¬Ò²Òª×öµ½¸üºÃµÄ×⻧µÄ¸ôÀë¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:28:36ͬʱÇå¾²ÕâÀïÎÒÃÇÒ²ÒªÓÐÈËtracking£¬£¬£¬
£¬£¬£¬¶Ô°É£¿
£¿¾Í˵ÿ¸ö agent Ëû¶¼ÓпÉÄÜ×öһЩ²î±ðµÄÊÂÇ飬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃǶÔÕâ¸öÉÏÍò°ÙÍò¼¶±ðµÄ agent ¶¼Äܱêʶµ½ËûËù×öµÄËùÓеÄÊÂÇé¡£¡£¡£¡£¡£ÒÔÊÇÕâ¸ö¶Ô¿­Ê±AGÊý¾Ý¿â£¬£¬£¬
£¬£¬£¬Ëû¶Ô»á¼ûµÄËûµÄÊý¾ÝµÄËùÓеÄÕâ¸öÊÂÇ鶼Ҫ¾ÙÐС£¡£¡£¡£¡£±êʶ¡£¡£¡£¡£¡£Õâ¸öÒ²ÊÇÒ»¸öºÜÊÇÌôÕ½µÄÒ»¸ö¹¦Ð§Á¦£¬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃÇÊý¾Ý¿âÊý¾Ýƽ̨Ҳ×öµ½ÁËÕâ¸öÄÜÁ¦£¬£¬£¬
£¬£¬£¬¹ØÓÚÿ¸ö agent ¶¼£¬£¬£¬
£¬£¬£¬ËüËùÓлá¼ûµÄÊý¾Ý£¬£¬£¬
£¬£¬£¬ËùÓеIJÙ×÷¶¼¾ÙÐÐÁ˱êʶ¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:29:13ºó±ßÎÒ½²¼¸¸öÀý×Ó£¬£¬£¬
£¬£¬£¬¿­Ê±AG¿Í»§ÔõÑùʹÓÿ­Ê±AGÊý¾Ýƽ̨¡£¡£¡£¡£¡£µÚÒ»¸öÀý×ÓÊÇ¿­Ê±AGMinimax£¬£¬£¬
£¬£¬£¬ Minimax ËüÓÐÒ»¸öËüµÄToki£¬£¬£¬
£¬£¬£¬ËüµÄ Toki ÊÇËüÇéÐ÷ÅãͬÀàµÄÒ»¸öAPP¡£¡£¡£¡£¡£°üÀ¨ÇéÐ÷ÅãͬÀàµÄÒ»¸öagent£¬£¬£¬
£¬£¬£¬ÒÔÊÇËûËùÓеÄÊý¾Ý£¬£¬£¬
£¬£¬£¬°üÀ¨Ëû»á¼ûµÄ£¬£¬£¬
£¬£¬£¬¸úÓû§½»»¥µÄËùÓеÄÊý¾Ý£¬£¬£¬
£¬£¬£¬¶¼±£´æ¿­Ê±AGÊý¾Ýƽ̨Àï±ß¡£¡£¡£¡£¡£Ëûÿ´ÎµÄÇéÐ÷µÄ½»»¥ÊÇÐèÒªÀ´Í¨¹ýÒÑÍùµÄһЩÂÄÏòÀ´¾ÙÐÐ˼Ë÷µÄ£¬£¬£¬
£¬£¬£¬ÒÔÊÇÕâ¸öÊÇ¿­Ê±AGÒ»¸ö³¤Ó°ÏóµÄÒ»¸ö°¸Àý£¬£¬£¬
£¬£¬£¬ËûËùÓеÄÿ¸öÓû§µÄ½»»¥¶¼»áÔÚ¿­Ê±AGÊý¾Ý¿âÀï±ß£¬£¬£¬
£¬£¬£¬°üÀ¨Ëû¡£¡£¡£¡£¡£ Structured data °üÀ¨ËûºÃ±È˵¸öÈ˵ÄһЩÐÅÏ¢£¬£¬£¬
£¬£¬£¬¸öÈ˵ÄÒøÐÐÕ˺ţ¬£¬£¬
£¬£¬£¬Ò²°üÀ¨Ò»Ð©ËûµÄһЩͼƬ¡¢ÊÓƵ¡£¡£¡£¡£¡£ÒÔÊÇÕâ¸öÊÇ¿­Ê±AGºÜºÃµÄÒ»¸ö°¸Àý£¬£¬£¬
£¬£¬£¬¾ÍÊÇ˵ËûÄܹ»ÔÚ¸ú¿Í»§½»»¥µÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÄܾÙÐÐͨ¹ýÕâЩ¿ìËٵĶà¸öÊý¾ÝµÄÁªºÏµÄÅÌÎÊ£¬£¬£¬
£¬£¬£¬À´¸ø³ö¸üºÃµÄÒ»¸öÃյס£¡£¡£¡£¡£ÒÔÊÇÕûÌåÉÏ£¬£¬£¬
£¬£¬£¬ËûµÄÕâ¸ö¶ÁдÐÔÄÜ£¬£¬£¬
£¬£¬£¬Í¨¹ý¿­Ê±AGÊý¾Ýƽ̨£¬£¬£¬
£¬£¬£¬ÔÚÕâ¸öǧÒÚ¼¶µÄ¶Ô»°±íÉÏ£¬£¬£¬
£¬£¬£¬Äܹ»×öµ½¶ÁдÐÔÄÜµÄ 3 ±¶µÄÌáÉý¡£¡£¡£¡£¡£Í¬Ê±ÎÒÃǾÙÐкÁÃ뼶µÄʵʱµÄ¼ìË÷¡¢Ó°ÏóµÄ¼ìË÷¡£¡£¡£¡£¡£²»µ«ÊÇͼÊý¾Ý¿â£¬£¬£¬
£¬£¬£¬ÕÕ¾É˵¿­Ê±AGÏòÁ¿Êý¾Ý¿â£¬£¬£¬
£¬£¬£¬¶¼ÄܾÙÐкÁÃ뼶µÄ¼ìË÷¡£¡£¡£¡£¡£ÅÌËãµÄ×ÊÔ´±¾Ç®ÎÒÃÇҲϽµÁË50%£¬£¬£¬
£¬£¬£¬ÎÒÃÇÄÜ×öµ½Ã뼶µÄÀ©ÈÝ£¬£¬£¬
£¬£¬£¬Ã뼶µÄÎÞ¸ÐÀ©ÈÝ£¬£¬£¬
£¬£¬£¬Í¬Ê±¿­Ê±AG´æ´¢±¾Ç®Ò²Ï½µÁË75%¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:31:04µÚ¶þ¸ö°¸ÀýÊÇ¿­Ê±AGÀíÏëÆû³µ£¬£¬£¬
£¬£¬£¬ÀíÏëµÄÖÇÄÜ×ù²Õ£¬£¬£¬
£¬£¬£¬ËüµÄÆÁÄ»µÄ½»»¥ÏµÍ³Êǹ¹½¨ÔÚ¿­Ê±AG°¢ÀïÔƵÄÊý¾Ýƽ̨ÉÏÃæµÄ¡£¡£¡£¡£¡£ÒÔÊÇËû¿ÉÒÔͨ¹ýÓû§À´¾ÙÐÐ vibe coding£¬£¬£¬
£¬£¬£¬ËûµÄʵʱµÄһЩ coding À´¸Ä±äÆÁÄ»ÉϵÄÏÔʾµÄÄÚÈÝ¡£¡£¡£¡£¡£ºó±ßËûÿһ¸ö±¬·¢µÄÒ»¸öÊý¾Ýºó±ß¶¼ÊÇÓÐÒ»¸öÎÒÃÇ°¢ÀïÔƵÄÒ»¸öÊý¾Ý¿âÔÚºó±ß£¬£¬£¬
£¬£¬£¬Õâ¸öÒ²ÊÇ´æ´¢ÁËËùÓÐÊý¾ÝÓû§Êý¾ÝµÄÕâЩϰ¹ßÄÜÁ¦£¬£¬£¬
£¬£¬£¬ÒÔÊÇÕâ¸öÊÇËûµÄͨ¹ýÕâÏ°¹ßÄÜÁ¦À´ÑÜÉú³öËûÐèÒªµÄ¹¤¾ß£¬£¬£¬
£¬£¬£¬ÒÔÊÇÕâ¸öÎÒÃÇÕûÌåÉÏÊÇÒ²ÊÇÒ»¸öÍÆÀí¼ÓËÙ£¬£¬£¬
£¬£¬£¬Äܹ»ÌáÉýµ½¿­Ê±AG30%¡£¡£¡£¡£¡£ÓÉÓÚÎÒ£¬£¬£¬
£¬£¬£¬ËûÔÚÿ´ÎÔÚ¸úÕâ¸öÆÁÄ»¾ÙÐн»»¥µÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÃǶ¼ÓÐÒ»¸ö INDV µÄÒ»¸öÍÆÀíÒýÇ棬£¬£¬
£¬£¬£¬À´°ï¿Í»§²»µ«ÊÇ´ÓÓ°ÏóÄÜÁ¦ÉÏ£¬£¬£¬
£¬£¬£¬Ò²´ÓÓ°ÏóÄÜÁ¦ÉÏÀ´°ÑËüÍƶϳöËûÐèÒªµÄһЩÐÅÏ¢£¬£¬£¬
£¬£¬£¬Í¬Ê±Í¨¹ýÕâ¸öÐÅÏ¢ÔÙ¾ÙÐÐ vibe coding À´±¬·¢ËùÐèÒªµÄ½çÃæ¡£¡£¡£¡£¡£Õû¸öÕâ¸öÊý¾Ý¿âµÄÒ»Ì廯µÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬°ÑÕâ¸ö vibe coding µÄÄÜÁ¦ÌáÉýÁË 10 ±¶¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:32:19µÚÈý¸ö°¸ÀýÊÇ¿­Ê±AGÒ»¸öÍ·²¿µÄÄ£×Ó¹«Ë¾£¬£¬£¬
£¬£¬£¬Ò²»ùÓÚÎÒÃÇÊý¾Ý¿âµÄ agentic lakebase£¬£¬£¬
£¬£¬£¬¹¹½¨ÁËËüµÄ agent µÄµ××ù¡£¡£¡£¡£¡£Õâ¸öÒ²ÊÇÎÒÃÇÊʲÅ˵µÄ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÄܹ»¾ÙÐпìËٵľÙÐе¯ÐÔÀ©Èݺ͵¯ÐÔËõ¶Ì¡£¡£¡£¡£¡£ÒÔÊÇÒ»°ã agentic µÄËûÃǵÄÍ·²¿µÄÄ£×Ó¹«Ë¾ÔÚËûµÄÍøÒ³Éϱ¬·¢µÄagent£¬£¬£¬
£¬£¬£¬Ò»°ãÊÇÄܹ»Í¬Ê±ÔÚÖ§³Ö 20 Íò¸ö agent ʹÓ㬣¬£¬
£¬£¬£¬¿ÉÊÇÓиü¶àµÄ agent ËüÊÇÔÚÐÝÃßµÄ״̬¡£¡£¡£¡£¡£ÒÔÊÇÎÒÃÇÊÇÄܹ»°ÑËüËùÓеÄÊý¾Ý£¬£¬£¬
£¬£¬£¬ÕâЩÐÝÃßµÄ agent ¾ÙÐС£¡£¡£¡£¡£´ò°ü¾ÙÐУ¬£¬£¬
£¬£¬£¬°ÑËü·Åµ½´æ´¢ÉÏ£¬£¬£¬
£¬£¬£¬ÔÚʹÓõÄʱ¼ä°ÑËü¿ÉÒÔÈ¡³öÀ´£¬£¬£¬
£¬£¬£¬¾ÙÐпìËٵļ¤»î£¬£¬£¬
£¬£¬£¬´ÓÐÝÃß״̬»Ø¸´µ½£¬£¬£¬
£¬£¬£¬¼¤»îµÄ״̬¡£¡£¡£¡£¡£ÒÔÊÇÕâ¸öÎÒÃÇÕâ¸öµ¯ÐÔÄÜÁ¦ÌṩÁË£¬£¬£¬
£¬£¬£¬³ÐÔØÁËËüµÄÁ÷Á¿£¬£¬£¬
£¬£¬£¬Äܹ»Ìá¸ß 10 ±¶¡£¡£¡£¡£¡£Í¬Ê±ÎÒÃÇÄܹ»×öµ½ËüµÄ½ðÈÚ¼¶±ð£¬£¬£¬
£¬£¬£¬ÊʲÅ˵µÄÊý¾ÝµÄÇå¾²£¬£¬£¬
£¬£¬£¬½ðÈÚ¼¶±ðµÄ¸ôÀë¡£¡£¡£¡£¡£ÒÔÊÇÎÒÃÇÄܹ»°ÑËüµÄËùÓеÄÓû§µÄÊý¾Ý¾ÙÐмÓÃÜ£¬£¬£¬
£¬£¬£¬Í¬Ê±¾ÙÐÐ×⻧µÄ¸ôÀë¡£¡£¡£¡£¡£Í¬Ê±¾ÙÐÐËûµÄͬʱtracking£¬£¬£¬
£¬£¬£¬Ã¿Ò»¸ö agent ÎÒÃǶ¼ÖªµÀËû×öÁËЩʲô¡£¡£¡£¡£¡£ÒÔÊÇÕûÌåÉÏ¡£¡£¡£¡£¡£±¾Ç®½µµÍÁË70%¡£¡£¡£¡£¡£ºÃµÄ£¬£¬£¬
£¬£¬£¬ÎÒ½ñÌìµÄ·ÖÏí¾Íµ½´ËΪֹ£¬£¬£¬
£¬£¬£¬Ð»Ð»¸÷ÈË¡£¡£¡£¡£¡£

Andr Pro²úÆ·ÈÏÕæÈËÁú¶«ºã£º´Ó¡°ÌìÉú´úÂ롱µ½¡°½»¸¶¼ÛÖµ¡±£¬£¬£¬
£¬£¬£¬¡°ÈË¿ÉÒÔ²»¶® Infra£¬£¬£¬
£¬£¬£¬µ« Agent ±ØÐè¸ü¶®¡±

Ö÷³ÖÈË 01:33:56

ллÑîÐÁ¾üÏÈÉú¡£¡£¡£¡£¡£´ÓÓ¦ÓõÄÌìÉúµ½¼ÛÖµµÄ½»¸¶£¬£¬£¬
£¬£¬£¬ÖÇÄÜÌåÕýÔÚËõ¶Ì´Ó´´Òâµ½²úÆ·µÄÕûÌõÁ´Â·¡£¡£¡£¡£¡£½ÓÏÂÀ´ÓÐÇë Andr Pro ²úÆ·ÈÏÕæÈËÁú¶«ºã´øÀ´·ÖÏí¡ª¡ªAgentic Infra£º¼ÓËÙ´ÓÓ¦ÓÃÌìÉúµ½¼ÛÖµ½»¸¶¡£¡£¡£¡£¡£

Áú¶«ºã 01:34:23

¸÷È˺㬣¬£¬
£¬£¬£¬ÎҽРChris£¬£¬£¬
£¬£¬£¬À´×Ô Convergence ÍŶӡ£¡£¡£¡£¡£½ñÌìºÜÐË·ÜÄܹ»×÷Ϊ ADV µÄ¿Í»§´ú±í£¬£¬£¬
£¬£¬£¬À´¸ú¸÷ÈË·ÖÏíһϠWeb Coding ÉÏÎÒµÄһЩÅжϡ£¡£¡£¡£¡£

ÒÑÍùÒ»Ä꣬£¬£¬
£¬£¬£¬AI ÒѾ­½«Ó¦ÓÃÌìÉú´Ó¼¸¸öÔÂËõ¶Ìµ½Á˼¸ÖÜ¡¢¼¸Ì죬£¬£¬
£¬£¬£¬ÉõÖÁ¼¸¸öСʱ¡£¡£¡£¡£¡£µ«ÎÒÃÇÖªµÀ£¬£¬£¬
£¬£¬£¬ÕæʵµÄӪҵϵͳ²»»áÓÉÓÚ´úÂë½»¸¶Á˾Í×Ô¶¯ÅÜÆðÀ´¡ª¡ªÎÒÃÇ»¹ÐèÒªÊý¾Ý¡¢°²ÅÅ¡¢È¨ÏÞ¡¢Çå¾²ÒÔ¼°¿ÉÒ»Á¬µÄÔËÓª¡£¡£¡£¡£¡£ÒÔÊǽñÌìÎÒÏë·ÖÏíµÄÒ»¸ö½¹µãÅжÏÊÇ£ºvibe coding µÄÏÂÒ»¸ö½×¶Î£¬£¬£¬
£¬£¬£¬²»µ«ÊÇ°ÑÓ¦ÓÃÌìÉúµÃ¸ü¿ì£¬£¬£¬
£¬£¬£¬¶øÊÇÒª½»¸¶µÃÔ½·¢ÍêÕû¡£¡£¡£¡£¡£

Enter ÕýÔÚ¹¹½¨ Agentic Infra£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆ ADB ÊÇÆäÖкÜÊÇÒªº¦µÄ×é³É²¿·Ö¡£¡£¡£¡£¡£½ÓÏÂÀ´ÎÒ»áÁ¬Ïµ Enter µÄÓªÒµÇéÐΣ¬£¬£¬
£¬£¬£¬ÏÈÈÝÎÒÃÇΪʲôÐèÒª Agentic Infra£¬£¬£¬
£¬£¬£¬ÒÔ¼° ADB ÊÇÔõÑù×ÊÖúÎÒÃÇ´ÓÓ¦ÓÃÌìÉú×ßÏò¼ÛÖµ½»¸¶µÄ¡£¡£¡£¡£¡£

ÔÚÏÈÈÝ Enter ֮ǰ£¬£¬£¬
£¬£¬£¬ÎÒÏȼòÆÓÏÈÈÝÒ»ÏÂËü±³ºóµÄÖ÷Æ·ÅÆ Converge AI¡£¡£¡£¡£¡£ËüÊÇÒ»¸öºÜµÍµ÷µ«ÆľßʵÁ¦µÄÆ·ÅÆ¡£¡£¡£¡£¡£Ö÷Àí·½Ï£ÍûÎÒÓÃһЩÊý×ÖÈø÷ÈËÓÐÖ±¹Û¸ÐÊÜ£¬£¬£¬
£¬£¬£¬ÎÒÏëÁËһϡª¡ªÎÒÔ­±¾¿ÉÒÔ½²ÎÒÃÇÓнü°ÙÍòµÄÓû§¹æÄ£¡¢ÊýÊ®ÍòµÄ¹¹½¨ÏîÄ¿£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÊýÍòºËµÄËãÁ¦¡£¡£¡£¡£¡£

Áú¶«ºã 01:35:47

µ«×îºóÎÒÑ¡ÔñÁË"Ò»"¡£¡£¡£¡£¡£ÎªÊ²Ã´£¿
£¿ÓÉÓÚ"Ò»"ÓëÎÒÃÇÆ·ÅƵÄÆõºÏ¶È×î¸ß¡£¡£¡£¡£¡£Converge£¬£¬£¬
£¬£¬£¬Ó¢ÎļÄÒåÊÇ"ÊÕÁ²"¡£¡£¡£¡£¡£ÎÒÃDz»ÊÇÒªÔÙ×öÒ»¸öÁæØêµÄ AI ¹¤¾ß£¬£¬£¬
£¬£¬£¬¶øÊÇÏ£ÍûÓÃÒ»¸öƽ̨³ÐÔزî±ðÁìÓòµÄÖÇÄÜ£¬£¬£¬
£¬£¬£¬ÈøöÌåµÄÖÇÄÜ×îÖÕÄܹ»»ã¾Û³É×éÖ¯¿ÉÒÔÒ»Á¬Ê¹ÓõÄÄÜÁ¦¡£¡£¡£¡£¡£Ò»¼´ÎÞÏÞ£¬£¬£¬
£¬£¬£¬Ò»¼´ÎÞÏÞ£¬£¬£¬
£¬£¬£¬Í¬Ê±Õâ¸ö"Ò»"Ò²´ú±í×ÅÎÒÃÇÏë×ö¸ü´óÊý×ÖµÄÒ»µãÒ°ÐÄ¡£¡£¡£¡£¡£

Áú¶«ºã 01:36:16

ÕâÕÅͼչʾÁËÎÒÃÇÏÖÔڵIJúÆ·½á¹¹¡£¡£¡£¡£¡£×ó²àÊÇ´´ÒâÓëÓªÏú£ºFreemian ÊÇÎÒÃÇÒ»Ì廯µÄ´´ÒâÓëÓªÏúÊÂÇéÊÒ£¬£¬£¬
£¬£¬£¬Concant ÊÇÎÒÃÇÊý¾ÝÇý¶¯µÄ AI CMO¡£¡£¡£¡£¡£ÓÒ²àÊÇÈí¼þÓëÓÎÏ·£ºEnter ÈÏÕæÈí¼þµÄ´´Á¢Óë½»¸¶£¬£¬£¬
£¬£¬£¬Combos ÈÏÕæ°ÑÓÎÏ·´´ÒâÄð³É¿ÉÒÔÏÖʵæÒÏ·µÄÌìÏ¡£¡£¡£¡£¡£ÕâЩ²úÆ·¿´ËÆ·þÎñÓÚ²î±ðµÄ³¡¾°£¬£¬£¬
£¬£¬£¬µ«ÊµÖÊÉÏÎÒÃÇÖ»¹Øעͳһ¼þÊ¡ª¡ªAI ²»µ«ÊÇÌìÉú¼òµ¥µÄÄÚÈÝ£¬£¬£¬
£¬£¬£¬¶øÊÇÒª°ÑÕæÕýÓмÛÖµµÄЧ¹û½»¸¶¸øÓû§¡£¡£¡£¡£¡£

Áú¶«ºã 01:36:44

½ñÌìÓÉÓÚ²úÆ·½ÏÁ¿¶à£¬£¬£¬
£¬£¬£¬ÎÒÃÇÏÈÖصã¾Û½¹ÔÚ Enter£¬£¬£¬
£¬£¬£¬¿´ËüÊÇÔõÑù´Ó´úÂëÌìÉúµÄ Coding Agent תÏòÕæÕýΪÓû§½»¸¶¼ÛÖµµÄ Delivery Agent¡£¡£¡£¡£¡£

×Åʵ Enter ÕýÔÚ¾ÙÐÐÒ»´ÎÄÜÁ¦½çÏßµÄÉý¼¶¡£¡£¡£¡£¡£Coding Agent ½â¾öµÄÊÇ´úÂëÌìÉú£¬£¬£¬
£¬£¬£¬µ«ºöÂÔÁËÔÆ·þÎñ»ù½¨ÒÔ¼°ºã¾Ãı»®ËùÐèÒªµÄ֪ʶ£¬£¬£¬
£¬£¬£¬¶øÕâЩ²ÅÊÇÓªÒµÄܹ»¿ìËÙÀäÆô¶¯¡¢Ò»Á¬ÔËÓªµÄÒªº¦¡£¡£¡£¡£¡£Îª´Ë£¬£¬£¬
£¬£¬£¬Enter ÔÚ´úÂëÖ®ÉÏ×öÁ˸üÇ¿µÄÑÓÉ죬£¬£¬
£¬£¬£¬Îª¿Í»§ÌṩÁËÏà¶ÔÍêÉƵÄÆóÒµ·þÎñ¡£¡£¡£¡£¡£

Áú¶«ºã 01:37:31

Agent ÒÀÈ»ÊÇËùÓн»»¥µÄÆðµã£¬£¬£¬
£¬£¬£¬µ«ÎÒÃÇ»áͬ²½ÅäÌ׸ü¶àµÄ·þÎñ¡£¡£¡£¡£¡£ºÃ±È Infra£¬£¬£¬
£¬£¬£¬ÎÒÃÇÄÚ²¿Ï·³Æ"С°¢ÀïÔÆ"¡ª¡ªÒÔÊÇ°¢ÀïÔÆÈôÊÇÓкõķþÎñ£¬£¬£¬
£¬£¬£¬½Ó´ýÄóöÀ´Ò»ÆðÓᣡ£¡£¡£¡£³ýÁË Infra ÒÔÍ⣬£¬£¬
£¬£¬£¬ÎÒÃÇ»¹»áÓÐÉè¼Æ°å¿é£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÃæÏòÌض¨ÐÐÒµ¿ÉÒÔÖ±½ÓʹÓõÄר¼Ò֪ʶ£¬£¬£¬
£¬£¬£¬ºÃ±È×öµçÉÌ×ÔÁ¦Õ¾¡£¡£¡£¡£¡£

×îΪҪº¦µÄÊÇ Solutions¡ª¡ªÄÇЩÒѾ­±»³Áµí²¢Ó¦ÓÃÔÚ¸÷¸ö³¡¾°ÖеĽâ¾ö·½°¸£¬£¬£¬
£¬£¬£¬Óû§ÊÇ·ñ¿ÉÒÔÖ±½ÓÄÃÀ´Óã¿
£¿ÕâÒ»Ì××éºÏÕ½ÂÔ¾öÒéÁË£¬£¬£¬
£¬£¬£¬Enter Òª×öµÄÒ»¶¨ÊǶ˵½¶ËµÄ¼ÛÖµ½»¸¶£¬£¬£¬
£¬£¬£¬¶ø²»ÊÇijÌõÁ´Â·ÖеÄij¸ö¼òµ¥»·½Ú¡£¡£¡£¡£¡£

Áú¶«ºã 01:38:12

ΪʲôҪÓÐÕâÖÖת±ä£¿
£¿×ÅʵҲºÜ¼òÆÓ£¬£¬£¬
£¬£¬£¬ÓÉÓÚÌìÉúµÄËÙÂÊÒѾ­×ã¹»¿ìÁË£¬£¬£¬
£¬£¬£¬µ«½»¸¶ÒÀÈ»ÊÇÒ»¸öϵͳÐԵŤ³Ì¡£¡£¡£¡£¡£

µÚÒ»£¬£¬£¬
£¬£¬£¬ÎÒÃdz£¿
£¿ªÍæЦ˵£¬£¬£¬
£¬£¬£¬Coding Agent ²úÆ·µÄÓû§×Åʵ²»ÊÇ Coder¡£¡£¡£¡£¡£ÊÂʵ¾ÍÊÇÕâÑù¡ª¡ª¸÷È˲»ÐèÒª¡¢Ò²²»Ó¦¸Ã±»ÒªÇóÉîÈëÃ÷È·µ×²ã Infra µÄϸ½Ú£¬£¬£¬
£¬£¬£¬ÔÚÏÖʵ²Ù×÷ÖÐÎÒÃÇÒ²×ö²»µ½ÈÃËùÓÐÈ˶¼¸ãÇåÎúÕâЩ¡£¡£¡£¡£¡£

µÚ¶þ£¬£¬£¬
£¬£¬£¬µ±×ÊÔ´±äµÃÍÙÊֿɵõÄʱ¼ä£¬£¬£¬
£¬£¬£¬±Ø¶¨»á·ºÆ𱬷¢Ê½½¨ÉèµÄÕ÷Ï󡣡£¡£¡£¡£µ«ÆäÖÐÄܹ»ÕæÕý±»½»¸¶¡¢ÕæÕýÓмÛÖµµÄÐèÇó×ÅʵºÜÉÙ£¬£¬£¬
£¬£¬£¬ÕâÒâζ×Å´ó×Ú×ÊÔ´±»½¨Éè³öÀ´Ö®ºó»á±»ÏÐÖ㬣¬£¬
£¬£¬£¬ÏÐÖþÍÊÇÆÌÕÅ£¬£¬£¬
£¬£¬£¬ÆÌÕžͻáÍƸ߱¾Ç®¡£¡£¡£¡£¡£

Áú¶«ºã 01:38:56

µÚÈý£¬£¬£¬
£¬£¬£¬ÏȲ»ËµÔõÑùı»®ºÃÒ»¸öÍøÕ¾£¬£¬£¬
£¬£¬£¬µ¥¾Í½»¸¶Àú³Ì¶øÑÔ£¬£¬£¬
£¬£¬£¬½«Ä³Ð©²Ù×÷ÐÐΪÍи¶¸ø Agent£¬£¬£¬
£¬£¬£¬¾Í±Ø¶¨´øÀ´Òì³£Óë¹ýʧµÄ·çÏÕ¡£¡£¡£¡£¡£

ÒÔÊÇ£¬£¬£¬
£¬£¬£¬Òª½â¾ö½»¸¶µÄÎÊÌ⣬£¬£¬
£¬£¬£¬¾Í±ØÐèÏȽâ¾öµ×²ã·þÎñµÄÒ×ÓÃÐÔÓë¿É¿ØÐÔÎÊÌâ¡£¡£¡£¡£¡£ÕâÒâζ×ÅÎÒÃÇÐèÒª°ÑÔÆ×ÊÔ´µÄʹÓ÷½´Ó"ÈË"ת±äΪ"Agent"¡ª¡ªÈË¿ÉÒÔ²»¶® Infra£¬£¬£¬
£¬£¬£¬µ« Agent ±ØÐè¸ü¶® Infra¡£¡£¡£¡£¡£Í¬Ê±£¬£¬£¬
£¬£¬£¬Infra ¶Ô Agent ±ØÐèÊÇ¿ÉÃ÷È·¡¢¿ÉŲÓᢿÉÖÎÀíÒÔ¼°¿ÉÉó¼ÆµÄ¡£¡£¡£¡£¡£

ÕâÒ»Ò³ÕýÊÇ Enter ×÷Ϊ Delivery Agent ÕæÕý½¨ÉèµÄ½¹µãÂß¼­¡£¡£¡£¡£¡£Óû§Ëµ"°ïÎÒ×öÒ»¸öµã²Ëϵͳ"£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒª×öµÄ²»µ«ÊÇ°ÑÍøÒ³×ö³öÀ´£¬£¬£¬
£¬£¬£¬¶øÊÇ°ÑÊý¾Ý¿â´îÆðÀ´¡¢ÓòÃû·ÖÅäºÃ¡¢ÍøÕ¾°²ÅÅÍꡪ¡ªÕâÊÇÒ»Ì×ϵͳÐÔµÄÐж¯¡£¡£¡£¡£¡£

ÄÇôÎÒÃÇÔõô×ö£¿
£¿µÚÒ»£¬£¬£¬
£¬£¬£¬±í´ï¼ÛÖµµÄ²¿·Ö£¬£¬£¬
£¬£¬£¬ÒÀÈ»ÊÇÓû§ÔÚ²úÆ·ÖпɼûµÄ¹¦Ð§Ä£¿
£¿é¡£¡£¡£¡£¡£µÚ¶þ£¬£¬£¬
£¬£¬£¬Ò²ÊÇ×îÖ÷ÒªµÄ²¿·Ö£¬£¬£¬
£¬£¬£¬¿­Ê±AG Enter Agent Òª³ÐÉÏÆôÏ£¬£¬£¬
£¬£¬£¬ÕÆÎÕ×îÍêÕûµÄÉÏÏÂÎÄ£¬£¬£¬
£¬£¬£¬¼È×Ӫҵ£¬£¬£¬
£¬£¬£¬Ò²× Infra¡£¡£¡£¡£¡£µÚÈý£¬£¬£¬
£¬£¬£¬ÏòÏ¿´£¬£¬£¬
£¬£¬£¬Agentic Infra µÄ¾«ËèÔÚÓÚ£ºAgent ²»ÊÇȥŲÓÃij¸öµ¥µã¹¤¾ß£¬£¬£¬
£¬£¬£¬¶øÊǽ« Git¡¢Sandbox¡¢Runtime µÈ·þÎñ£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÕâЩ·þÎñÏ嵀 Checkpoint¡¢Provision µÈÌØÕ÷£¬£¬£¬
£¬£¬£¬Í³Ò»×éÖ¯³ÉÒ»Ìõ¿É»Ö¸´¡¢¿ÉÉó¼ÆµÄÐж¯ÐòÁУ¬£¬£¬
£¬£¬£¬È«³ÌÓû§Áã¸ÉÔ¤»òÈõ¸ÉÔ¤¡£¡£¡£¡£¡£

ÒÔÊǸ÷ÈË¿´µ½ÁËÂð£¿
£¿Coding Agent ¸ü¹Ø×¢´úÂ룬£¬£¬
£¬£¬£¬¶ø Delivery Agent ¸ü¹Øעȫ¾Ö£¬£¬£¬
£¬£¬£¬ÕâÊÇÁ½Õß×îÒªº¦µÄÇø±ð¡£¡£¡£¡£¡£

Áú¶«ºã 01:40:41

ÔÚ Agentic Infra À£¬£¬
£¬£¬£¬×÷Ϊµ×²ãµÄÊý¾Ý·þÎñÒ²±ØÐèËæÖ®Ò»ÆðÑݽø£¬£¬£¬
£¬£¬£¬²Å»ªÊµÏÖÕâ¸öÄ¿µÄ¡£¡£¡£¡£¡£ÎªÊ²Ã´£¿
£¿ÓÉÓÚÓû§ÐèÒªµÄ²»ÊÇÒ»¸ö"ÎÒ¿ÉÒÔ×Ô¼º²Ù×÷µÄÊý¾Ý¿âʵÀý"£¬£¬£¬
£¬£¬£¬¶øÊÇÒ»Ì×"Äܱ» Agent Ö±½ÓŲÓõÄÊý¾Ý·þÎñ"¡£¡£¡£¡£¡£Óû§ÓõIJ»ÊÇÊý¾Ý¿â£¬£¬£¬
£¬£¬£¬Óû§ÓõÄÊÇ Agent£¬£¬£¬
£¬£¬£¬Agent ÔÙȥʹÓÃÊý¾Ý¿â¡ª¡ªÎÒÒÔΪÕâÒ»¶¨ÊǸöÇ÷ÊÆ¡£¡£¡£¡£¡£

Áú¶«ºã 01:41:03

ÏîÄ¿×îÏÈʱ£¬£¬£¬
£¬£¬£¬Agent Òª×ö Provision£»£»£»ÊÔ´íʱҪÀ­³öÒ»¸öеķÖÖ§£»£»£»ÏÐÖÃʱҪ½øÈëÐÝÃß¡£¡£¡£¡£¡£ËùÓÐÕâһϵÁÐÐж¯£¬£¬£¬
£¬£¬£¬¶¼ÒÀÀµÓÚ½«±³ºó Serverless¡¢Sandbox ÒÔ¼°Í³Ò»´æ´¢µÄÖØ´óÄÜÁ¦£¬£¬£¬
£¬£¬£¬·â×°³ÉÎȹ̵ĽӿڷþÎñ£¬£¬£¬
£¬£¬£¬¿ª·Å¸ø Enter ʹÓᣡ£¡£¡£¡£ÔÆÔÆÒ»À´£¬£¬£¬
£¬£¬£¬¾ÍÄÜʵÏÖÔÆ×ÊԴʹÓ÷½´Ó"ÈË"ת±äΪ"Agent"¡£¡£¡£¡£¡£

Áú¶«ºã 01:41:26

ÕâÀï²»µÃ²»Ëµ£¬£¬£¬
£¬£¬£¬ADB Ïò Agentic ÑݽøµÄ˼Ð÷£¬£¬£¬
£¬£¬£¬Óë Enter ¹¹½¨ Agentic Infra µÄÆ«Ïò¸ß¶ÈÒ»Ö¡ª¡ªÓÐÒ»ÖÖÐÞÐзÉÏÖÕÓÚÓöµ½µÀÓѵĸÐÊÜ¡£¡£¡£¡£¡£

ÕâÌ×ϵͳÄܸøÎÒÃÇ´øÀ´ÄÄЩ¼ÛÖµ£¿
£¿

µÚÒ»¸ö¼ÛÖµÊÇÇå¾²¡£¡£¡£¡£¡£ ×îÒªº¦µÄ»úÖÆÊÇ Checkpoint¡£¡£¡£¡£¡£Õâ¸ö Checkpoint ²»ÊÇÒ»¸ö¼òÆ Commit£¬£¬£¬
£¬£¬£¬Ò²²»µ«ÊÇÒ»¸öÊý¾Ý¿ìÕÕ£¬£¬£¬
£¬£¬£¬¶øÊÇijһÍêÕûʱ¿ÌÏÂÓªÒµµÄÈ«Á¿ÇÐÃ桪¡ª´úÂë²ãÃæÖ¸ÏòÌá½»ÎļþÓëÒÀÀµ£¬£¬£¬
£¬£¬£¬Êý¾Ý²ãÃæÖ¸Ïò Schema¡¢Data ºÍ»Ö¸´µã£¬£¬£¬
£¬£¬£¬Âß¼­²ãÃæÓÐ Function¡¢ÉèÖá¢Runtime Óë Storage¡£¡£¡£¡£¡£Óû§ÔÚ Enter ÀïÿÍê³ÉÒ»´ÎÐèÇ󽻸¶£¬£¬£¬
£¬£¬£¬¶¼¿ÉÒÔÑ¡ÔñÌìÉúÒ»¸öÄ¿½ñ¿ØÖÆÃæÓëÊý¾ÝÃæµÄÇÐÃæ½Úµã£¬£¬£¬
£¬£¬£¬²¢ÔÚºóÐøí§Òâʱ¼äµã»Ö¸´µ½¸ÃÇÐÃæ¡£¡£¡£¡£¡£ÕâÓеãÏñ´òÓÎÏ·µÄ SL ´ó·¨¡ª¡ªSave and Load£¬£¬£¬
£¬£¬£¬´æµµÓë¼ÓÔØ¡£¡£¡£¡£¡£

Áú¶«ºã 01:42:32

µ±¹ýʧÐÞÕýµÄ±¾Ç®ÎÞÏÞ½µµÍʱ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÊDz»ÊǾͿÉÒÔ¸ü´óÁ¦¶ÈµØÃãÀøÁ¢Ò죬£¬£¬
£¬£¬£¬¸ü¿ìµØ½»¸¶¡¢¸ü¶àµØÊÔ´í£¬£¬£¬
£¬£¬£¬´Ó¶ø¸ü¿¿½üÀֳɣ¿
£¿

µÚ¶þ¸ö¼ÛÖµÊÇЧÂÊ¡£¡£¡£¡£¡£ ÔÚÎÒÃÇÕâÀà¶Ô»°Ê½²úÆ·À£¬£¬
£¬£¬£¬Óû§ÆÚ´ýµÄÀúÀ´²»ÊÇ"Ò»¸öÊý¾Ý¿â±»½¨Éè"£¬£¬£¬
£¬£¬£¬¶øÊÇ"Ӫҵϵͳ±»½»¸¶"¡£¡£¡£¡£¡£ÕâÌ×ÄÜÁ¦ÄÜÈÃÎÒÃǽ¨ÉèÒ»¸öʵÀý²»µ½Ò»Ã룬£¬£¬
£¬£¬£¬½ÐÐÑ»òпªÒ»¸öɳÏäÒ²Ö»ÐèÔ¼Ò»Ãë¡£¡£¡£¡£¡£ÕâЩÊý×Öµ¥¿´¿ÉÄÜûʲô¸ÐÊÜ£¬£¬£¬
£¬£¬£¬µ«ÔÚÕæʵµÄÓû§ÐÐΪÊý¾ÝÉÏÎÒÃÇ·¢Ã÷£¬£¬£¬
£¬£¬£¬Óû§´ÓÌá³öÐèÇóµ½Äõ½Ð§¹û£¬£¬£¬
£¬£¬£¬Õû¸öÀú³ÌÊÇûÓжϵãµÄ¡£¡£¡£¡£¡£×÷Ϊ½»¸¶ Agent£¬£¬£¬
£¬£¬£¬ÎÒÃǼÈÒªÓÐÁ¿£¬£¬£¬
£¬£¬£¬Ò²ÒªÓÐËÙÂÊ¡ª¡ª¶øÐí¶àʱ¼ä£¬£¬£¬
£¬£¬£¬ËÙÂʲÅÊÇÐÂÓû§×ª»¯µÄµÚÒ»¸öÌåÑé¡£¡£¡£¡£¡£

µÚÈý¸ö¼ÛÖµÊDZ¾Ç®¡£¡£¡£¡£¡£ ÔÆ×ÊÔ´µÄÉú³¤Ç÷ÊƱض¨ÊÇÓü¸¶à¸¶¼¸¶à£¬£¬£¬
£¬£¬£¬¾ÍÏñÄ£×Ó°´ Token ÓÃÁ¿¼Æ·ÑÒ»Ñù£¬£¬£¬
£¬£¬£¬ÎÞаÊÇ´óÆ«Ïò¡£¡£¡£¡£¡£ÔÚ Enter À£¬£¬
£¬£¬£¬ÎÒÃÇÒ»·½ÃæÒª°ü¹ÜÓû§ÌåÑ飬£¬£¬
£¬£¬£¬ÁíÒ»·½ÃæÒª¿ØÖƱ¾Ç®£¬£¬£¬
£¬£¬£¬Òò´ËÎÒÃÇÓÐÒ»Ì׶¯Ì¬Õ½ÂÔ£ºÃâÓöȻ§¿ÉÒÔÏÈʹÓöà×â¹²Ïí³Ø£¬£¬£¬
£¬£¬£¬¾ÙÐÐÓªÒµÔçÆÚµÄÊÔÓ㻣»£»Íê³É̽Ë÷Ö®ºó£¬£¬£¬
£¬£¬£¬ÔÙÎÞ·ìǨáãµ½ÓµÓиü¶à¹æ¸ñ¡¢¸ü¶à Region¡¢¾ß±¸ SLA °ü¹ÜµÄ¶ÀÍÌ×ÊÔ´ÖС£¡£¡£¡£¡£

Áú¶«ºã 01:43:52

ÕâÒ»Çж¼µÃÒæÓÚ ADB ÌṩµÄ´æ´¢µ××ù¡¢Ç¨áã±àÅÅÒÔ¼° Auto Scale ÄÜÁ¦£¬£¬£¬
£¬£¬£¬ÈÃÕûÌå×ÊÔ´±¾Ç®ËæÓªÒµ»îÔ¾¶È¶¯Ì¬×ª±ä£¬£¬£¬
£¬£¬£¬¶ÔÎÒÃǺÍÓû§¶¼ÓкܴóµÄ¼ÛÖµ¡£¡£¡£¡£¡£

ÔÚÕâÌ×ϵͳÏ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÈ¡µÃÁËһЩЧ¹û£ºÏÖÔÚ Enter ÒѾ­·þÎñÁËÊýÊ®ÍòÓû§£¬£¬£¬
£¬£¬£¬ÎªËûÃǹ¹½¨ÁËÉÏ°ÙÍò¸ö Agent£¬£¬£¬
£¬£¬£¬ÉÐÓÐÊýÍòºËµÄËãÁ¦ÔÚΪËûÃÇЧÃü¡£¡£¡£¡£¡£Òªº¦ÊÇ¡ª¡ª±¾Ç®½µµÍÁ˲»ÉÙ¡£¡£¡£¡£¡£

Áú¶«ºã 01:44:34

ͨ¹ýÕâЩÊý×Ö£¬£¬£¬
£¬£¬£¬ÎÒÏë˵µÄÊÇ£¬£¬£¬
£¬£¬£¬Agentic Infra ²»µ«ÊÇÒ»¸öÍ£ÁôÔÚÊÖÒÕ²ãÃæµÄ¿´·¨£¬£¬£¬
£¬£¬£¬¶øÊÇÒ»Ì×ÒѾ­ÔÚÕæʵӪҵÖб»ÑéÖ¤µÄ½»¸¶µ××ù¡£¡£¡£¡£¡£

»Øµ½½ñÌìµÄÖ÷Ì⣬£¬£¬
£¬£¬£¬Enter ʼÖÕÒÔΪ´úÂëÖ»ÊÇÆðµã¡£¡£¡£¡£¡£×÷Ϊ Web Coding ƽ̨£¬£¬£¬
£¬£¬£¬ÎÒÃÇÕæÕýÒª½»¸¶µÄÊÇÒ»¸öÄÜÔËÐС¢ÄÜı»®¡¢ÄÜÒ»Á¬Éú³¤µÄÓªÒµ¡£¡£¡£¡£¡£¶ø×öµ½ÕâÒ»µã£¬£¬£¬
£¬£¬£¬Enter ±³ºóÐèÒª¸ü¿ì¡¢¸üÇå¾²¡¢¸ü¿É¹æÄ£»£»£»¯µÄÊý¾Ý»ù´¡ÉèÊ©¡£¡£¡£¡£¡£

½ÓÏÂÀ´£¬£¬£¬
£¬£¬£¬ÎÒÃÇҲϣÍûÄÜÓë ADB ÔÚÒÔϼ¸¸öÆ«ÏòÕö¿ª¸ü¶àÏàÖú£ºµÚÒ»£¬£¬£¬
£¬£¬£¬ÔÚ Workflows Óë¶à Agent ЭͬÉÏÒ»Á¬ÏàÖú£¬£¬£¬
£¬£¬£¬ÌáÉýÓªÒµ¾ºÕùÁ¦£»£»£»µÚ¶þ£¬£¬£¬
£¬£¬£¬ÍêÉƵ¥×â¡¢¶à×âÒÔ¼°ÎÞ·ìǨáãÕâÒ»ÕûÌ×µ¯ÐÔÊý¾Ýµ××ù£»£»£»µÚÈý£¬£¬£¬
£¬£¬£¬Ì½Ë÷ÄÜ·ñ½«ÎÒÃÇÔÚ¹æÄ£¡¢Çå¾²¡¢±¾Ç®ÒÔ¼° SLA ÉÏ»ýÀÛµÄÂÄÀú£¬£¬£¬
£¬£¬£¬³ÁµíΪ¿É¸´ÓõÄ×î¼Ñʵ¼ù£¬£¬£¬
£¬£¬£¬ÔÚÐÐÒµÖÐÍƹ㡣¡£¡£¡£¡£

Áú¶«ºã 01:45:32

ÎÒÃÇ×îÖÕÏ£ÍûʵÏÖµÄÊÇ£ºEnter µÄÓû§ÔÚÕâÀïÌá³öÒ»¸öÄ¿µÄ£¬£¬£¬
£¬£¬£¬ÎÒÃǾͰÑËüÍêÕûµØ½»¸¶¸øËû¡£¡£¡£¡£¡£

лл¸÷ÈË£¬£¬£¬
£¬£¬£¬ÎÒÊÇ Converge µÄ Chris£¬£¬£¬
£¬£¬£¬½Ó´ý¸÷ÈËÀ´ÌåÑé Enter¡ª¡ªºÜÊÇÓÐÒâ˼£¬£¬£¬
£¬£¬£¬ÖµµÃÒ»ÊÔ£¬£¬£¬
£¬£¬£¬Ð»Ð»£¡

°¢ÀïÔÆÖÇÄܼ¯ÍÅÔÆÇå¾²²úÆ·ÈÏÕæÈË×£½¨Ô¾£º»úеÉí·ÝÊýÄ¿ÒÑÓâÔ½ÈËÀ࣬£¬£¬
£¬£¬£¬½ü40%AI AgentÏîÄ¿»òÒòÇå¾²·çÏÕʧ°Ü

Ö÷³ÖÈË 01:45:52ллÁú¶«ºãÏÈÉú¡£¡£¡£¡£¡£ÖÇÄÜÌåÔ½×ÔÖ÷£¬£¬£¬
£¬£¬£¬Çå¾²µÄ½çÏß¾ÍÔ½Ö÷Òª¡£¡£¡£¡£¡£½ÓÏÂÀ´ÓÐÇë°¢ÀïÔÆÖÇÄܼ¯ÍÅÔÆÇå¾²²úÆ·ÈÏÕæÈË×£½¨Ô¾´øÀ´Ñݽ²£¬£¬£¬
£¬£¬£¬ÒÔ agentic Ô­ÉúÇå¾²¹¹½¨¿ÉÐŵÄÖÇÄÜÌå¡£¡£¡£¡£¡£×£½¨Ô¾ 01:46:20¸÷ÈËÉÏÎçºÃ£¬£¬£¬
£¬£¬£¬ºÜÐË·ÜÄÜÔÚÕâÀï¸ø¸÷ÈË·ÖÏíһϰ¢ÀïÔÆÇå¾²¹ØÓÚ Agent Çå¾²µÄһЩ˼Ë÷ºÍʵ¼ù¡£¡£¡£¡£¡£¸Õ¸ÕÇ°ÃæµÄ¼Î±öÃǶ¼ÏÈÈÝÁË£¬£¬£¬
£¬£¬£¬½ñÌ쿭ʱAG Agent ×ÅʵÈÚÈëÁËÉúÑĵķ½·½ÃæÃæ¡£¡£¡£¡£¡£¿ÉÊǵ± Agent ¿ìËÙÉú³¤µÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔõôÑùÄܹ»È¥¹¹½¨Ò»¸ö¿ÉÐÅÈεÄÖÇÄÜÌ壬£¬£¬
£¬£¬£¬ÈÃËüÕæÕýµÄÄÜ×ÊÖúӪҵʵÏÖ¿ìËÙµÄÔöÌíÒÔ¼°Ð§ÂʵÄÌáÉý£¿
£¿ÄÇÊ×ÏÈÎÒÃÇÀ´¿´Ò»¸öÊý×Ö£¬£¬£¬
£¬£¬£¬¾Í½ñÌìÎÒÃÇ Agent ¿ìËÙÉú³¤¡£¡£¡£¡£¡£Ëü½ñÌìºÍ¿­Ê±AGÕæÕýʵÏÖ¸ßЧµÄÔöÌíÖ®¼ä£¬£¬£¬
£¬£¬£¬ËüÓÐÒ»¸öʲôÑùµÄºè¹µ£¿
£¿¸÷ÈË¿ÉÒÔ¿´µ½£¬£¬£¬
£¬£¬£¬½ñÌìÎÒÃÇ agent µÄ»úеÉí·ÝµÄÊýÄ¿£¬£¬£¬
£¬£¬£¬ËüÒѾ­Ô¶Áè¼ÝÁËÈËÀà¡£¡£¡£¡£¡£×£½¨Ô¾ 01:47:09Õâ¸öÊý×Ö´ú±í׎ñÌìÎÒÃÇºÍ agent ×ÅʵÊÇ´¦ÔÚÁËÒ»¸ö¹²ÉúµÄÇéÐΣ¬£¬£¬
£¬£¬£¬¶ø²»ÊÇ˵ֻÊÇÒ»¸ö¸¨ÖúÆ·¡£¡£¡£¡£¡£¿­Ê±AGƾ֤±¨¸æÒ²¿ÉÒÔ¿´µ½£¬£¬£¬
£¬£¬£¬×ÅʵÓÐ 57% µÄÆóÒµÒ²°²ÅÅÁËagent£¬£¬£¬
£¬£¬£¬¿ÉÊÇÕâÄÚÀïÓÐÒ»¸öÊý×Ö£¬£¬£¬
£¬£¬£¬ Gartner À´½²£¬£¬£¬
£¬£¬£¬¿ìÒª 40% µÄÏîÄ¿»áÓÉÓÚÇå¾²·çÏÕ¡£¡£¡£¡£¡£¹Ü¿ØµÄÎÊÌ⣬£¬£¬
£¬£¬£¬µ¼ÖÂÏîÄ¿µÄʧ°Ü¡£¡£¡£¡£¡£ÎªÊ²Ã´»áµÄ»áÓÐÕâôһ¸ö gap ÄØ£¿
£¿ÓªÒµµÄ¿ìËÙµÄÉú³¤ÒÔ¼°¿­Ê±AGÇå¾²·çÏÕ£¬£¬£¬
£¬£¬£¬ÎªÊ²Ã´»áÏîÄ¿»áµ¼ÖÂÏîĿʧ°Ü£¿
£¿ÕâÄÚÀï´ÓÁ½·½Ã棬£¬£¬
£¬£¬£¬ÎÒÃÇÒ»ÆðÀ´¿´Ò»Ï¡£¡£¡£¡£¡£µÚÒ»·½Ã棬£¬£¬
£¬£¬£¬µ± AI ¿ìËÙÉú³¤µÄͬʱ£¬£¬£¬
£¬£¬£¬ËüͬÑùÔÚ×ÊÖúºÚ¿ÍÄܹ»ÒÔÔ½·¢¸ßЧµÄ·½Ê½È¥ÕÒµ½ÄãÓªÒµµ±ÖеÄÎó²î¡£¡£¡£¡£¡£Æ¾Ö¤ Crossjack µÄ±¨¸æ£¬£¬£¬
£¬£¬£¬ÕâÄÚÀï¿ÉÒÔ¿´µ½¡£¡£¡£¡£¡£¿ìÒª¾ÍÊÇ°Ù£¬£¬£¬
£¬£¬£¬ËûÒѾ­¸³ÄÜÁË90%£¬£¬£¬
£¬£¬£¬Æ½¾ù 29 ·ÖÖÓ¾ÍÄܵ¼ÖÂÄãµÄӪҵϵͳÄܹ»±»¹¥ÆÆ¡£¡£¡£¡£¡£µÚ¶þ¸öÄØ£¬£¬£¬
£¬£¬£¬¸÷ÈË¿ÉÒÔ¿´µ½£¬£¬£¬
£¬£¬£¬Æ¾Ö¤Í³¼ÆµÄÎó²î°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ CVE µÄÎó²î£¬£¬£¬
£¬£¬£¬ 2026 ÄêÒѾ­ÓÐ 20 ¼ÒµÄ agent µÄ±¬·¢ÁË 20 ¼ÒµÄ agent Îó²î£¬£¬£¬
£¬£¬£¬ÆäÖÐÓÐ 9 ¸öÒÔÉ϶¼ÊÇÒ»¸ö¸ßΣÎó²î¡£¡£¡£¡£¡£Ê²Ã´Ñù½Ð×ö¸ßΣµÄÎó²î£¿
£¿½ñÌìÎÒÃÇ¿ÉÒÔÕýÔÚÕâÀï¾Í¿ÉÒÔ°Ñ agent ËùÔËÐеÄÇéÐÎÖ±½Ó¹¥ÆÆ¡£¡£¡£¡£¡£×£½¨Ô¾ 01:48:35×î½üÓÐÒ»¸ö langflow µÄÎó²î°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ËüÊǾŵ㼸·ÖµÄ¡£¡£¡£¡£¡£¸÷È˶¼ÖªµÀÄã¿ÉÒÔͨ¹ý langflow È¥´î½¨ÄãµÄ agent µÄÕû¸öµÄ¿ò¼Ü¡£¡£¡£¡£¡£µ±ÄãËüËù±¨µÄÎó²îÊÇËüÓÐÒ»¸ö web UI ÄÚÀïÓÐÒ»¸ö RCE µÄÎó²î¡£¡£¡£¡£¡£Õâ¸öÎó²î±¬·¢£¬£¬£¬
£¬£¬£¬ËüÆäʱÊÇ 20 Сʱ£¬£¬£¬
£¬£¬£¬µ±ËüÇå¾²Îó²î¹«Ãܸæ³öÀ´µÄʱ¼ä£¬£¬£¬
£¬£¬£¬ 20 СʱÔÚÏßÉϾÍÒѾ­±¬·¢ÁËÕæʵµÄ¹¥»÷ÀֳɵÄÑùÀý£¬£¬£¬
£¬£¬£¬ 25 СʱÊý¾Ý¾Í±»ÇÔÈ¡ÁË¡£¡£¡£¡£¡£×£½¨Ô¾ 01:49:06¸÷ÈË¿ÉÒÔ¿´µ½£¬£¬£¬
£¬£¬£¬´Ó¸÷È赀 agent µÄÉú³¤µ½Çå¾²µÄ·çÏÕ£¬£¬£¬
£¬£¬£¬¿­Ê±AGî¿Ïµ»ú¹¹£¬£¬£¬
£¬£¬£¬ËüÒ²¸øÁËÎÒÃǺÜÊǶàµÄÖ¸µ¼°¡¡£¡£¡£¡£¡£ºÃ±È˵¿­Ê±AGÍøÐŰ죬£¬£¬
£¬£¬£¬Ëü·¢ÁË agent µÄÖ¸µ¼µÄ¿ò¼Ü£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÎÒÃÇÔÚ OpenCloud ³öÀ´µÄʱ¼ä£¬£¬£¬
£¬£¬£¬×Åʵ»áÓÐÁùÒªºÍÁù²»Òª¡£¡£¡£¡£¡£ÕâÄÚÀï¿ÉÒÔ¿´µ½£¬£¬£¬
£¬£¬£¬ÏñÅ·ÃË°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ËüÓÐ AI µÄ·¨°¸£¬£¬£¬
£¬£¬£¬µ±Ä㱬·¢ÁË agent µÄ·çÏÕ£¬£¬£¬
£¬£¬£¬×î¸ß¿ÉÄÜÅöÃæÁÙ 7% µÄÓªÊյĴ¦·Ö¡£¡£¡£¡£¡£¿
£¿ÉÒÔ˵£¬£¬£¬
£¬£¬£¬ Agent ½ñÌì¹ØÓÚ¸÷ÈËÀ´½²£¬£¬£¬
£¬£¬£¬Ëü¹æÄ£»£»£»¯°²ÅŵÄÌõ¼þ£¬£¬£¬
£¬£¬£¬Çå¾²ÊǺÜÊǺÜÊÇÐëÒªµÄ£¬£¬£¬
£¬£¬£¬·ñÔòËüÖ»ÄÜÊÇ»áÄð³ÉÄãÓªÒµµÄÛÕ±ÕÆ÷¡£¡£¡£¡£¡£×£½¨Ô¾ 01:49:49ΧÈÆÕâÒ»¸ö·çÏÕ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÕ¾ÔÚÕû¸ö½ñÌìµÄ Cloud °¢ÀïÔƵÄÊӽǣ¬£¬£¬
£¬£¬£¬ÎÒÃÇÊÇÔõôÑùÀ´Ë¼Ë÷£¬£¬£¬
£¬£¬£¬ÔõÑùÀ´½â¾öÕâЩ·çÏÕ£¿
£¿ÎÒÃÇÌá³öÁËÈý²ãͳÖðÒ»Ì廯·À»¤µÄÀíÄî¡£¡£¡£¡£¡£ÎÒÃÇ¿ÉÒÔ¿´µ½×îµ×²ãµÄÔƵĻù´¡ÉèÊ©²ã£¬£¬£¬
£¬£¬£¬Ç°Ãæ×ÅʵÁÐλ¼Î±ö¶¼½²µ½£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔõôÑù°ÑÇå¾²ÈÚ½ø»ù´¡ÉèÊ©£¬£¬£¬
£¬£¬£¬Äܹ»Ô½·¢ºÃµÄÈ¥°ü¹ÜËüÅÌËãÇéÐεÄÇå¾²¡£¡£¡£¡£¡£¿­Ê±AGÄ£×ÓµÄÍÆÀí·þÎñ²ã£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔõôÑùÄܹ»¸üºÃµÄ°ü¹ÜÄ£×Óµ½Ä£×ÓÖ®¼äµÄÊäÈëÊä³ö£¿
£¿ËüÊÇÇå¾²µÄ¡£¡£¡£¡£¡£×£½¨Ô¾ 01:50:25ÔÙµ½ÏÖÔڷdz£»£»£»ðµÄ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÈ¥¹¹½¨ agent µÄÓ¦Óò㡣¡£¡£¡£¡£ agent Ó¦Óò㣬£¬£¬
£¬£¬£¬ÄãȥŲÓù¤¾ß£¬£¬£¬
£¬£¬£¬ÄãËùʹÓõÄÊý¾Ý£¬£¬£¬
£¬£¬£¬ÄãµÄÐÐΪ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔõôÑù¸üºÃµÄÈ¥×öµ½È«Á´Â·µÄ¿ÉÊӲ죬£¬£¬
£¬£¬£¬ÒÔ¼°ËüÇå¾²·çÏյĶ´²ì¡£¡£¡£¡£¡£Ö»ÓÐÕâÈý²ãͳһ£¬£¬£¬
£¬£¬£¬Äð³Éȱһ²»¿É¡£¡£¡£¡£¡£ÎÒÃÇÀ´¿´¿´£¬£¬£¬
£¬£¬£¬ÕâÊÇÎÒÃÇËù½²µÄÀíÄ£¬£¬
£¬£¬£¬Ëü¾ø¶Ô²»ÊÇÍ£ÁôÔÚ PPT ÉϵÄÒ»¸öÀíÄî¡£¡£¡£¡£¡£ÎÒÃǽñÌìÔÚ°¢ÀïÔÆÉÏÒѾ­Õæʵ°ÑËü¾ÙÐÐÁËÒ»¸öÂäµØ¡£¡£¡£¡£¡£ÎÒÃǽ²Çå¾²ÀíÄ£¬£¬
£¬£¬£¬×ÅʵºÜÊǺÜÊǽ¹µãµÄÒ»¸ö¾­µäµÄ¸ö¿ò¼Ü£¬£¬£¬
£¬£¬£¬×ÅʵÊǽÐ×ö£¬£¬£¬
£¬£¬£¬µ±ÄãÇå¾²ÊÂÎñ±¬·¢Ç°£¬£¬£¬
£¬£¬£¬ÄãÊÂÎñÕýÔÚ±»¹¥»÷ʱ£¬£¬£¬
£¬£¬£¬ÒÔ¼°Äã¡£¡£¡£¡£¡£±»¹¥»÷ºó£¬£¬£¬
£¬£¬£¬ÎÒÃǽÐÊÂÇ°ÊÂÖеÄÒ»¸öϵͳ¡£¡£¡£¡£¡£ÊÂÇ°ÄãÒª×î½¹µãµÄ£¬£¬£¬
£¬£¬£¬ÄãÄܹ»¿´µÃÇ壬£¬£¬
£¬£¬£¬ÄãÊDz»ÊÇÄܹ»¿´µ½ÄãËùÓеÄ×ʲú£¿
£¿µ±ÄãÊÂÖеÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÄãÄܲ»¿É¹»ÊµÊ±µÄ·¢Ã÷£¬£¬£¬
£¬£¬£¬È¥×è¶ÏÕâ¸ö·çÏÕ£¿
£¿µ±ÄãÔÚʺ󣬣¬£¬
£¬£¬£¬ÄãÕæÕý±¬·¢Çå¾²ÊÂÎñÖ®ºó£¬£¬£¬
£¬£¬£¬ÄãÄܲ»¿É¹»×öµ½È«Á´Â·È¥»ØËÝ£¬£¬£¬
£¬£¬£¬È¥°ÑÕû¸öµÄ¹¥»÷Á´Â·È¥°ÑËü»¹Ô­³öÀ´£¬£¬£¬
£¬£¬£¬ÕÒµ½ÕæÕýµÄ·çÏյ㾿¾¹ÊÇÔÚÄÇÀ
£¿ÕâÒ»Ì×ÊÂÇ°ÊÂÖеÄϵͳ£¬£¬£¬
£¬£¬£¬ÎÒÔÚ½ÓÏÂÀ´ÎÒÃÇÊÇÔõÑù°ÑËüÂäÔÚ°¢ÀïÔÆÇå¾²µÄ²úÆ·µÄϵͳµ±ÖУ¿
£¿ÎÒÏÈÈÝÒ»ÏÂÎÒÃÇ 1 + 2£¬£¬£¬
£¬£¬£¬ 1 ÊÇʲô£¿
£¿ÊÇÖ¸µÄÊÇÎÒÃÇ Agent Çå¾²ÖÐÐIJúÆ·£¬£¬£¬
£¬£¬£¬¿­Ê±AGÒ»¸öƽ̨Ð͵IJúÆ·£¬£¬£¬
£¬£¬£¬ Agent Çå¾²ÖÐÐÄ¡£¡£¡£¡£¡£ÔÚÔÚÊÂÇ°µÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÃÇÊÇΧÈÆ¿­Ê±AG»ù´¡ÉèÊ©¡¢¿­Ê±AGÄ£×Ó¡¢¿­Ê±AGÓ¦Ó㬣¬£¬
£¬£¬£¬ÎÒÃǾÙÐÐÁËÈ«×ʲúµÄʶ±ð¡£¡£¡£¡£¡£ÔÚ¿­Ê±AGÖÐÐIJ㣬£¬£¬
£¬£¬£¬³ýÁËʶ±ðÖ®ºó£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»áÈ¥·¢Ã÷ÕâÄÚÀïËüÄÄЩʹÓõÄÖÐÐļþ£¬£¬£¬
£¬£¬£¬ËüʹÓõÄ×é¼þÓжÔÓ¦µÄÕâ¸ö·çÏÕ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒѾ­ÉÏÏßÁË¡£¡£¡£¡£¡£×£½¨Ô¾ 01:52:12150 ¼ÒµÄÕë¹ØÓÚÕâÑùÎó²îµÄ¼ì²â£¬£¬£¬
£¬£¬£¬ËüÊÇÔÚÎÒÃÇÔÚ֮ǰÄܹ»È¥ÕæÕýµÄ°Ñ×ʲúÅÌ»õÇåÎú£¬£¬£¬
£¬£¬£¬°Ñ·çÏÕ¼ì²âÇåÎú¡£¡£¡£¡£¡£Í¬Ê±ÎÒÃÇÒ²ÌṩÁË AI red team µÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬Äܹ»¸ø agent Ò»Á¬µÄÈ¥×öÉø͸²âÊÔ£¬£¬£¬
£¬£¬£¬×ÊÖúÎÒÃÇÄܹ»¸ü¿ìµÄÈ¥·¢Ã÷Ä㾿¾¹ÓÐÄÄЩÇå¾²·çÏÕ¡£¡£¡£¡£¡£Õâ¸öÊÇ agent Çå¾²ÖÐÐĵÄÊÂÇ°£¬£¬£¬
£¬£¬£¬ÔÚÊÂÖÐΧÈÆ agent È«Á´Â·£¬£¬£¬
£¬£¬£¬´ÓÓû§µÄÊäÈëµ½ÉÏÏÂÎÄ£¬£¬£¬
£¬£¬£¬ÔÙµ½ËüÕû¸öµÄÍÆÀíÒâͼȥִÐй¤¾ß£¬£¬£¬
£¬£¬£¬ÔÙµ½¡£¡£¡£¡£¡£ÍÆÀíÖ®ºó£¬£¬£¬
£¬£¬£¬ËüµÄÊä³ö£¬£¬£¬
£¬£¬£¬ÎÒÃǹ¹½¨ÁËÕû¸öÔËÐÐʱµÄÇå¾²¡£¡£¡£¡£¡£Äǽ¹µãÀ´½²£¬£¬£¬
£¬£¬£¬½ñÌìÔËÐÐʱµÄÇå¾²£¬£¬£¬
£¬£¬£¬Ò»ÊÇÔÚÄãÊäÈëµÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÏÖÔÚÓÐÌáÐѴʵÄÖ±½Ó×¢È룬£¬£¬
£¬£¬£¬Ò²ÓÐÌáÐѴʵļä½ÓµÄ×¢Èë¡£¡£¡£¡£¡£×£½¨Ô¾ 01:53:00ÄÇÇ°ÃæÎÒ½²µÄÔÚ¸ßΣÎó²îµ±ÖУ¬£¬£¬
£¬£¬£¬ÓÐÒ»¸öºÜÊǸßΣµÄÎó²î£¬£¬£¬
£¬£¬£¬×ÅʵÊÇ LangChain µÄÎó²î¡£¡£¡£¡£¡£ÄÇËüµÄÎó²îÊÇʲôÄØ£¿
£¿Óû§ÊäÈëµÄʱ¼ä£¬£¬£¬
£¬£¬£¬ËûÊäµÄÊÇÒ»¸öÓдø×ŶñÒâÐÅÏ¢µÄÒ»¸öprompt¡£¡£¡£¡£¡£Äǵ±ËûÊä¸øÕâ¸ö LangChain Ö´ÐУ¬£¬£¬
£¬£¬£¬ËûȥŲÓÃÄ£×ÓµÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÄÇÓÕÆ­ÁËÄ£×Ó£¬£¬£¬
£¬£¬£¬Ä£×Ó·µ»ØÁËÒ»¸ö´ø×ŶñÒâÖ¸ÁîµÄÐÅÏ¢¡£¡£¡£¡£¡£×£½¨Ô¾ 01:53:24langchain Ö´ÐУ¬£¬£¬
£¬£¬£¬ËüÖ±½ÓÖ±½Ó͸øÁ˹¥»÷Õß¡£¡£¡£¡£¡£¹¥»÷ÕßÄõ½Õâ¸öÃÜÔ¿Ö®ºó£¬£¬£¬
£¬£¬£¬Ëû¿ÉÒÔ¾¶Ö±µØÈëÇÖµ½Ëûµ×²ãµÄÓ¢·¨²ã¡£¡£¡£¡£¡£ÒÔÊÇÎÒÃÇ´ÓÄ£×Ó£¬£¬£¬
£¬£¬£¬Óû§½Ó agent ÎüÊÕµ½ÁËÊäÈ룬£¬£¬
£¬£¬£¬µ½ËûÕû¸öÒâͼµÄÍÆÀíÈ¥Ö´ÐÐÄÄЩ¹¤¾ß£¬£¬£¬
£¬£¬£¬ÔÙµ½ËûÊä³ö£¬£¬£¬
£¬£¬£¬ÎÒÃÇÈ¥ÁËÈ«Á´Â·µÄÔËÐÐʱµÄ¼ì²âºÍ×ö¹ýÂË¡£¡£¡£¡£¡£×£½¨Ô¾ 01:53:50ËäÈ»ÕâÒ»¸ö¸÷ÈË¿ÉÒÔ¿´µ½ÕâÄÚÀï·ÖÁËÎå²½£¬£¬£¬
£¬£¬£¬ÒÔΪÓÃÆðÀ´×ÅʵºÜÊÇÖش󣬣¬£¬
£¬£¬£¬ÍùÍù²»ÊÇ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒѾ­°ÑÕâ¸ö²úÆ·ÈÚÈëÁË¿­Ê±AG°ÙÁ¶£¬£¬£¬
£¬£¬£¬ÈÚÈëÁË¿­Ê±AG¡£¡£¡£¡£¡£ AI µÄÇå¾²Íø¹Ø£¬£¬£¬
£¬£¬£¬Äܹ»ÈÃÓû§Ô½·¢¼òÆÓÒ×ÓõÄÈ¥¿ªÆôÎÒÃÇÕâ¸ö²úÆ·¡£¡£¡£¡£¡£ËüÈ«Á´Â·µÄÑÓʱ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²ÊÇ¿ØÖÆÔÚÁË 100 ºÁÃë¡¢ 120 ºÁÃëÒÔÄÚ¡£¡£¡£¡£¡£×£½¨Ô¾01:54:11ÓÐÁËÕâ¸öÖ®ºó£¬£¬£¬
£¬£¬£¬ÎÒÃÇ×ÅʵÔÙÀ´¿´Ò»ÏÂʺ󡣡£¡£¡£¡£Õâ¸ö×ÅʵÔÚÎÒÃÇÇ°ÃæµÄ¼Î±öÄÚÀïÒ²½²µ½£¬£¬£¬
£¬£¬£¬ºÍÔÆÔ­ÉúµÄ agentloop È¥×öÕûÌåµÄÒ»¸öÈÕÖ¾µÄÂòͨ¡£¡£¡£¡£¡£ÎÒÃÇ»á»ùÓÚ agentloop È¥×öÈ«Á´Â·µÄ¹¥»÷ÐÐΪµÄËÝÔ´£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÊºóµÄ·çÏյĻ¹Ô­£¬£¬£¬
£¬£¬£¬×ö½øÒ»²½µÄÉî¶ÈµÄ¼ì²â¡£¡£¡£¡£¡£Õâ¸ö²úÆ·ÎÒÃdzýÁË¡£¡£¡£¡£¡£×£½¨Ô¾ 01:54:34ÓÐ agentloop µÄÈÕÖ¾Ô´Ö®Í⣬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²ÌṩÁËÒ»¸ö²å¼þ£¬£¬£¬
£¬£¬£¬ rust µÄ²å¼þ£¬£¬£¬
£¬£¬£¬Äã¿ÉÒÔÖ±½Ó¼¯³Éµ½¿­Ê±AG agent ÄÚÀ£¬£¬
£¬£¬£¬×öµ½ÊµÊ±µÄÈÕÖ¾µÄÊÕÂ޺ͷçÏյĶ´²ì¡£¡£¡£¡£¡£ÕâÒ»¸öÊÇÎÒÃÇÇ°Ã棬£¬£¬
£¬£¬£¬Ä¿½ñ½²µÄ£¬£¬£¬
£¬£¬£¬´ÓÊÂÇ°¡¢ÊÂÖС¢Êºó£¬£¬£¬
£¬£¬£¬ÕûÒ»¸öµÄΧÈÆ agent À´¹¹½¨µÄ agent Ç徲ƽ̨¡£¡£¡£¡£¡£×£½¨Ô¾ 01:54:58½²µÄÁ½¸ö°Â£¬£¬£¬
£¬£¬£¬ÎªÊ²Ã´»áÒª½²Á½¸ö°Â£¿
£¿½ñÌìÃæÏò agent µÄ·çÏÕ£¬£¬£¬
£¬£¬£¬Ëü×ÅʵԽ·¢µÄÑÏÖØ£¬£¬£¬
£¬£¬£¬ÎÒÃDZØÐè°ÑÇå¾²×öÔÚÊÂÇ°¡£¡£¡£¡£¡£µÚÒ»¸ö 2 µ±ÖеĵÚÒ»¸öÊÇ¿­Ê±AGÉí·Ý£¬£¬£¬
£¬£¬£¬Éí·ÝÄã±ØÐèµÃÔÚÊÂÇ°¾ÙÐÐÍýÏ룬£¬£¬
£¬£¬£¬²Å»ª¹»ÔÚÄãÕæÕý agent ÉÏÏßÖ®ºó£¬£¬£¬
£¬£¬£¬Äܹ»×öµ½Ã¿Ò»¸ö agent ÄãÓжÔÓ¦µÄÉí·Ý£¬£¬£¬
£¬£¬£¬ÄãÄܹ»Õë¹ØÓÚ agent ÏñÈËÒ»ÑùÈ¥×öÉí·ÝȨÏ޵Ĺܿء£¡£¡£¡£¡£½¹µãµÄÀ´½²£¬£¬£¬
£¬£¬£¬ÎÒÃÇËù¹¹½¨µÄ agent µÄ id guard£¬£¬£¬
£¬£¬£¬Ëü»á¸øÿ¸ö agent ½ÒÏþÉí·Ý£¬£¬£¬
£¬£¬£¬Äã¿ÉÒÔÖªµÀ£¬£¬£¬
£¬£¬£¬½ñÌìÄãµÄÓ¦Óþ¿¾¹ÊÇÄÄÒ»¸öÈË£¬£¬£¬
£¬£¬£¬Äĸö agent ½ñÌì¶ÔÄãµÄÓ¦ÓþÙÐÐÁË»á¼ûºÍ²Ù×÷¡£¡£¡£¡£¡£×£½¨Ô¾ 01:55:43ÕâÄÚÀïÓÐÒ»¸öºÜÊǵģ¬£¬£¬
£¬£¬£¬µ±ËüÉÏÏßÖ®ºó£¬£¬£¬
£¬£¬£¬¿­Ê±AGËüµÄƾ֤£¬£¬£¬
£¬£¬£¬ÍùÍù¸Õ¸ÕÇ°Ãæ½²µÄÀý×Ó£¬£¬£¬
£¬£¬£¬ËüµÄƾ֤±»µÁ×ßÁË£¬£¬£¬
£¬£¬£¬ÎÒÃÇ agent µÄ ID Guard£¬£¬£¬
£¬£¬£¬ËüÌṩµÄÊÇÒ»¸öÔÝʱµÄƾ֤£¬£¬£¬
£¬£¬£¬¾ÙÐж¯Ì¬µÄÂÖѯ£¬£¬£¬
£¬£¬£¬ËüÄܹ»×öµ½Ò»¶Îʱ¼ä¾Í»»¸üÐÂÒ»¸öƾ֤£¬£¬£¬
£¬£¬£¬Õâ¸öÊÇʵÏÖÁËÈÃÿ¸ö agent Äܹ»ÊµÃûÉϸڣ¬£¬£¬
£¬£¬£¬×îСȨÏÞ£¬£¬£¬
£¬£¬£¬Äܹ»È¨ÔðÇåÎú¡£¡£¡£¡£¡£×£½¨Ô¾ 01:56:08µÚ¶þ¸öÎÒÃǽ²µÄ×óÒƵķçÏÕ£¬£¬£¬
£¬£¬£¬ÊÇΧÈƸ÷È˸ոÕÇ°Ãæ½²µÄagent£¬£¬£¬
£¬£¬£¬ËüÄܹ»×Ô¼ºÈ¥Ð´×Ô¼ºµÄ´úÂë¡£¡£¡£¡£¡£Äã¿ÉÒÔÏëÏëÄãÄܹ»·ÅÐÄÒ»¸ö agent д´úÂëµÄʱ¼ä£¬£¬£¬
£¬£¬£¬Ö±½Ó commit µ½ÄãµÄÏßÉϵÄÉú²úϵͳ¡£¡£¡£¡£¡£Î§ÈÆÕâÑùµÄ³¡¾°£¬£¬£¬
£¬£¬£¬½ñÌìÎÒÃÇÔõôÑùÈ¥½â¾öÄØ£¿
£¿ÎÒÃÇÌṩÁËÒ»¸ö agentic µÄ´úÂëÇå¾²£¬£¬£¬
£¬£¬£¬Ëü×ÅʵÊÇÁ½·½Ã棬£¬£¬
£¬£¬£¬Ò»£¬£¬£¬
£¬£¬£¬ËüµÄÕû¸öµÄ´úÂëÇå¾²£¬£¬£¬
£¬£¬£¬ÎÒÃǺͿ­Ê±AG Git ºÍ¿­Ê±AG CICD µÄÁ÷³Ì¾ÙÐÐÁËÂòͨ¡£¡£¡£¡£¡£µÚ¶þ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²ÊÇͨ¹ý AI À´ÌáÉýÎÒÃÇÕû¸ö´úÂëÇå¾²µÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬ÎÒÃÇÏà±È¹Å°åÀ´½²£¬£¬£¬
£¬£¬£¬ËüµÄ×¼ÕÙÂÊÓкÜÊÇÏÔ×ŵÄÌáÉý¡£¡£¡£¡£¡£ËüµÄÐÞ¸´µÄʱ¼äÒ²¿ÉÒÔÈÃÄã´ÓÎó²îµ½ÏßÉÏÄܹ»Äð³ÉÊÇÔÚ´úÂëÐû²¼µÄʱ¿Ì£¬£¬£¬
£¬£¬£¬Ö»¹Ü¶àµÄÈ¥±¬·¢¡£¡£¡£¡£¡£×òÌìÄØ£¬£¬£¬
£¬£¬£¬×Åʵ¿­Ê±AG Coder ÍŶӰ¡¡£¡£¡£¡£¡£Ò²¾ÙÐÐÁËÒ»¸öÁªºÏµÄÐû²¼£¬£¬£¬
£¬£¬£¬¿­Ê±AG²úÆ·Ò²¿ÉÒÔÔÚ Coder µÄÄÚÀï¾ÙÐÐÖ±½ÓµÄ¿ªÏä¼´Ó㬣¬£¬
£¬£¬£¬×öµ½ÁËÒ»¸öÕæÕýµÄÒ»¸öNative£¬£¬£¬
£¬£¬£¬¶ø²»ÐèҪ˵½ñÌìÄ㻹ҪÌØÁíÍâÈ¥×öÒ»¸ö¼¯³É¡£¡£¡£¡£¡£ÄÇÕâÀï¾ÍÊÇÎÒÃÇÇ°Ãæ½²µÄ 1 + 2£¬£¬£¬
£¬£¬£¬ 1 Ò»¸öƽ̨£¬£¬£¬
£¬£¬£¬ 2 ËüÊÇÁ½¸ö×óÒÆ£¬£¬£¬
£¬£¬£¬ÄÇÕâÊÇÒ»¸öÕûÌ×µÄϵͳ£¬£¬£¬
£¬£¬£¬Ëüȱһ²»¿É¡£¡£¡£¡£¡£×£½¨Ô¾ 01:57:26Äǻص½ÎÒÃǽñÌì¡£¡£¡£¡£¡£ agent µÄÎÒÃÇ×ÔÉíµÄ²úÆ·£¬£¬£¬
£¬£¬£¬ÔõôÑùÄܹ»ÈÃÓû§¸ü¼òÆÓ¡¢¸üÒ×ÓõÄÀ´Óÿ­Ê±AG²úÆ·£¿
£¿ÎÒÃÇÔ­À´ÓÐ 10 ¶à¸öÇå¾²²úÆ·£¬£¬£¬
£¬£¬£¬½ñÌìÎÒÃÇÕâ 10 ¶à¸öÇå¾²²úÆ·¶¼ÔÚ°¢ÀïÔÆµÄ SKILLS µÄ¹ÙÍøÉÏÃæÉÏÏßÁË¿­Ê±AGSKILLS¡£¡£¡£¡£¡£Õâ¸ö SKILLS Äã¿ÉÒÔͨ¹ý×Ô¼ºµÄagent£¬£¬£¬
£¬£¬£¬Ò²¿ÉÒÔͨ¹ýÈý·½µÄ agent À´¾ÙÐÐÌṩ¡£¡£¡£¡£¡£ÎÒÃÇÉÏÏßÖ®ºó£¬£¬£¬
£¬£¬£¬ÏÖÔÚÒѾ­ÓÐ 300 ¼ÒµÄÓû§£¬£¬£¬
£¬£¬£¬ÌìÌìµÄŲÓÃÁ¿ÓÐ 50 ¶àÍò´Î¡£¡£¡£¡£¡£ÎÒÃÇÒ²ÌṩÁË£¬£¬£¬
£¬£¬£¬ÎªÖÐСµÄÓû§°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÌṩÁËÒ»¸öÕû¸öµÄÇå¾²ÔËάµÄ agent ƽ̨£¬£¬£¬
£¬£¬£¬Äã¿ÉÒÔÖ±½ÓÔÚÕâ¸öƽ̨ÉÏÃæÈ¥¡£¡£¡£¡£¡£È¥×öÄãµÄÎó²îµÄÆÊÎö£¬£¬£¬
£¬£¬£¬È¥×ö±¨¸æµÄÌìÉú£¬£¬£¬
£¬£¬£¬ÒÔ¼°È¥×öÒ»Á¬µÄÇå¾²·çÏյļà²âºÍ×Ô¶¯»¯µÄÏìÓ¦¡£¡£¡£¡£¡£×£½¨Ô¾ 01:58:14ÄÇÓÐÁËÄã¿ÉÒÔÓà agent È¥¹ÜÖ®ºó£¬£¬£¬
£¬£¬£¬ÄǽñÌìÎÒÃǸ÷ÈË¿ÉÒÔ¿´µ½£¬£¬£¬
£¬£¬£¬ÎÒÃDz»¹ÜÊÇ agent È¥¹Ü£¬£¬£¬
£¬£¬£¬ÕÕ¾É˵ÎÒÃÇ×ÊÖú agent È¥ÌáÇ°Íù×öÇå¾²µÄ·À»¤£¬£¬£¬
£¬£¬£¬ÄÇÎÒÃǽñÌìËü¾¿¾¹ÊDz»ÊÇÒ»¸ö PPT ÉϵÄÄØ£¿
£¿ÄǾø¶Ô²»ÊÇ£¬£¬£¬
£¬£¬£¬ÄǾ­ÓÉ¿­Ê±AGÒ»Á¬°¢ÀïÔÆÊ®¶àÄêÇå¾²µÄ³Áµí»ýÀÛ°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²»ñµÃÁ˺ÜÊǶàµÄÒµ½çµÄÈÏ¿É¡£¡£¡£¡£¡£×£½¨Ô¾ 01:58:40Ê×ÏÈÔÚ¿­Ê±AGÓ¢·¢²ã£¬£¬£¬
£¬£¬£¬Õâ¸öÊÇÎÒÃÇ»ýÀÛ×îÉîµÄ£¬£¬£¬
£¬£¬£¬²»¹ÜÊÇÎÒÃÇÔÚÎÒÃǹŰåµÄÔ­ÐÍÖÐÐÄWAFF£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔÚÊг¡µÄÕ¼ÓÐÂÊ×ÅʵÊÇÒ»Á¬µÄµÚÒ»¡£¡£¡£¡£¡£¿­Ê±AGÄÚÀïµÄÉí·ÝµÄÇå¾²Ò²ÊÇÕû¸ö Gartner µÄħÁ¦ÏóÏÞµ±ÖÐÑÇÌ«µÄΨÖðÒ»¼Ò¡£¡£¡£¡£¡£ÎÒÃÇÐÂÉú³¤µÄÄ£×Ó²ãºÍ¿­Ê±AG agent ²ã£¬£¬£¬
£¬£¬£¬ÔÚ¿­Ê±AGÄ£×Ó²ãÄÚÀ£¬£¬
£¬£¬£¬ÎÒÃÇÒ²»ñµÃÁË IDC ÄÚÀïµÄ£¬£¬£¬
£¬£¬£¬²»¹ÜÊÇÔÚ¡£¡£¡£¡£¡£ÊÖÒÕµÄÊý¾ÝµÄÆÊÎö£¬£¬£¬
£¬£¬£¬ÄÚÈݵÄÌìÉúÒÔ¼°Ä£×ÓµÄÆÊÎö£¬£¬£¬
£¬£¬£¬ÎÒÃÇÊÇÔÚÈý¸ö·½Ãæ»ñµÃÖÜÈ«µÄµÚÒ»¡£¡£¡£¡£¡£ÄÇÔÚ×îÉϲãµÄ agent µÄÓ¦Ó𡣡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²»ñµÃÁËÔÚÊг¡ºÍÊÖÒÕÄÜÁ¦µÄµÚÒ»¡£¡£¡£¡£¡£ÒÔÊÇÕâһЩ¾­ÓÉÎÒÃÇÇ°ÃæÊ®¶àÄêµÄ»ýÀÛ£¬£¬£¬
£¬£¬£¬Ëü¾ø¶Ô²»ÊÇÒ»¸ö£¬£¬£¬
£¬£¬£¬¾ÍÊÇÍ£ÁôÔÚ PPT ÉÏ¡£¡£¡£¡£¡£½ñÌìÎÒÃÇËù½²µÄÕâЩÄÜÁ¦£¬£¬£¬
£¬£¬£¬¸÷È˶¼¿ÉÒÔÔÚ°¢ÀïÔƵĹÙÍøÉÏÒ»Á¬µÄ¿ÉÒÔÈ¥»ñµÃ¡£¡£¡£¡£¡£

×£½¨Ô¾ 01:59:34ÄÇÓÐÁË¿­Ê±AGÕâЩÂÄÀú£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²ºÜÊÇÔ¸ÒâµÄ°ÑËü·ÖÏí¸ø¸÷ÈË¡£¡£¡£¡£¡£ÄÇÎÒÃǽñÌìÕýʽµÄÈ¥Ðû²¼¿­Ê±AG AI agent µÄÇå¾²µÄ×î¼ÑµÄʵ¼ù¡£¡£¡£¡£¡£¸÷ÈË¿ÉÒÔÔÚÕâ¸ö±¨¸æÄÚÀïÈ¥»ñµÃ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÊÇÔõôÑùȥ˼Ë÷¿­Ê±AGÈý²ã·À»¤ÏµÍ³µÄ£¿
£¿ÎÒÃÇÊÇÔõôÑùÄܹ»°ÑËüÄð³ÉÎÒÃÇ AI native »¯£¬£¬£¬
£¬£¬£¬ÈÚÈëµ½ÎÒÃǸ÷¸ö²úÆ·µ±Öеģ¿
£¿ÒÔÊÇ˵µ½×îºó£¬£¬£¬
£¬£¬£¬ÎÒÏ£Íû¸÷È˸øÎÒ£¬£¬£¬
£¬£¬£¬ÔÙ¸øÎÒµãʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÀ´×ܽáһϣ¬£¬£¬
£¬£¬£¬ÎÒÃǽñÌì½¹µãÏëºÍ¸÷ÈË·ÖÏíµÄÄÚÈÝ¡£¡£¡£¡£¡£×£½¨Ô¾ 02:00:05µÚÒ»µãÊÇÕû¸ö agent µÄÇå¾²£¬£¬£¬
£¬£¬£¬ÔÚµ±ÏÂËü²»ÔÙÊÇÒ»¸ö¿ÉÑ¡Ï£¬£¬
£¬£¬£¬ËüÊǽñÌì¸÷ÈËÓªÒµÉú³¤µ±ÖеÄÒ»¸ö±ØÑ¡Ï£¬£¬
£¬£¬£¬·ñÔòÄãµÄ agent Ö»»á³ÉΪһ¸ö׼ʱµÄÕ¨µ¯¡£¡£¡£¡£¡£µÚ¶þ£¬£¬£¬
£¬£¬£¬ agent Çå¾²£¬£¬£¬
£¬£¬£¬ËüÊÇÐèÒª´Ó infra ²ã¡¢´ÓÄ£×Ӳ㡢´ÓÓ¦ÓòãÈý²ã·À»¤ÏµÍ³£¬£¬£¬
£¬£¬£¬È±Ò»²»¿É¡£¡£¡£¡£¡£µ±ÄãÖ»×öµ½ÁËÆäÖеÄÒ»Ïî»òÕßÊÇÁ½Ï£¬£¬
£¬£¬£¬ÄÇÄãÒ²²»ÊÇÒ»¸öÍêÕûµÄÌ壬£¬£¬
£¬£¬£¬ÄÇÄãµÄÇå¾²µÄ·çÏÕ³¨³¨¿ÚÓÀÔ¶ÊǶ´¿ªµÄ¡£¡£¡£¡£¡£µÚÈý£¬£¬£¬
£¬£¬£¬ÄãҪȥ´òÔìÕâôһ¸öÈý²ãµÄϵͳ£¬£¬£¬
£¬£¬£¬Çå¾²µÄÍâ¹Ò£¬£¬£¬
£¬£¬£¬ËüÔÚÂäµØÉÏÊÇÓкÜÊÇ´óµÄ±¾Ç®µÄ£¬£¬£¬
£¬£¬£¬ÄÇÎÒÃÇÐèÒª°ÑËüÒÔ AI native Ô­ÉúµÄ·½Ê½ÈÚÈëµ½¡£¡£¡£¡£¡£¿­Ê±AGinfraÄ£×ÓÓ¦Óõ±ÖÐÈ¥£¬£¬£¬
£¬£¬£¬Äܹ»ÈÃÆóÒµÀ´Ê¹ÓÃÇå¾²µÄʱ¼ä£¬£¬£¬
£¬£¬£¬ËüÊÇÒÔ×îСµÄ±¾Ç®£¬£¬£¬
£¬£¬£¬ÓÖÄÜ»ñµÃ×î¸ßµÄÊÕÒæ¡£¡£¡£¡£¡£ºÃ£¬£¬£¬
£¬£¬£¬Ð»Ð»¸÷ÈË£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ»ÆðÆð¾¢¹¹½¨¿ÉÐÅÈεÄÖÇÄÜÌå¡£¡£¡£¡£¡£

°¢ÀïÔÆÖÇÄÜCTO¹ÙÀî·É·É¡¢PyTorch FoundationÖ´Ðж­Ê£ºAI SaaS½«×ªÏò¡°°´Ð§¹û¸¶·Ñ¡±£¬£¬£¬
£¬£¬£¬Ä£×Ó²»ÔÙÊÇΨһ½¹µã

Ö÷³ÖÈË 02:01:13ллף½¨Ô¾ÏÈÉú¡£¡£¡£¡£¡£½ÓÏÂÀ´ÎÒÃǽøÈ뾫²ÊµÄ¶Ô»°»·½Ú£¬£¬£¬
£¬£¬£¬ÓÐÇë¶Ô»°¼Î±ö°¢ÀïÔÆÖÇÄܼ¯ÍÅÊ×ϯÊÖÒÕ¹ÙÀî·É·É¡£¡£¡£¡£¡£ PyTorch »ù½ð»áÖ´Ðж­Ê£¬£¬£¬
£¬£¬£¬ Mark Collier£¬£¬£¬
£¬£¬£¬ÕÆÉù½Ó´ý¡£¡£¡£¡£¡£

Àî·É·É¡¡02:02:21

¹þඣ¬£¬£¬
£¬£¬£¬¸÷È˺ã¡Mark£¬£¬£¬
£¬£¬£¬ºÜÊÇллÄãÀ´¼ÓÈ뿭ʱAGÂÛ̳¡£¡£¡£¡£¡£ÄãÔÚÖйúºÜÖøÃû£¬£¬£¬
£¬£¬£¬ÓÉÓÚÄãÏòµ¼×Å PyTorch »ù½ð»á¡£¡£¡£¡£¡£ÎÒÃÇÐí¶àÈ˶¼´Ó PyTorch ÏîÄ¿ÖÐÊÜÒæ·Ëdz£¬£¬£¬
£¬£¬£¬ÎÞÂÛÊÇΪ PyTorch Т˳Ïë·¨£¬£¬£¬
£¬£¬£¬ÕÕ¾ÉʹÓà PyTorch µÄÖÖÖÖÏîÄ¿ºÍÄ£¿
£¿é¡£¡£¡£¡£¡£

ÊÂʵÉÏ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÊʲŻ¹ºÍ Kai Chao ×øÔÚÒ»Æ𣬣¬£¬
£¬£¬£¬ËûÊÇ vLLM µÄÁªºÏÊ×´´ÈË¡£¡£¡£¡£¡£vLLM Êǵ±½ñÍÆÀíÁìÓòµÄ½¹µã»ù´¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬Ðí¶àÈ˶¼ÖªµÀËü¡£¡£¡£¡£¡£

ÒÔÊÇÎҵĵÚÒ»¸öÎÊÌâÊÇ£ºÄãÄܼòÆÓÏÈÈÝÒ»ÏÂÄã×Ô¼º£¬£¬£¬
£¬£¬£¬ÒÔ¼° PyTorch »ù½ð»áÂð£¿
£¿Çë¸ÅÊöÒ»ÏÂÄãÃǵÄʹÃüÊÇʲô£¬£¬£¬
£¬£¬£¬ÄãÃǹØעʲô£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔõÑùТ˳ʵÁ¦£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÎÒÃÇÔõÑùÅäºÏÉú³¤¡£¡£¡£¡£¡£Ð»Ð»¡£¡£¡£¡£¡£

Mark¡¡02:03:21

ºÜÊÇллÄãÃǵÄÔ¼Çë¡£¡£¡£¡£¡£×Ô´Ó 2010 ÄêÎÒ¼ÓÈ뽨Éè OpenStack ÒÔÀ´£¬£¬£¬
£¬£¬£¬ÎÒÀ´ÖйúÒѾ­ÓÐ 16 ÄêÁË¡£¡£¡£¡£¡£ÎÒ´ÓÊ¿ªÔ´ÊÂÇéԼĪ 20 ÄêÁË£¬£¬£¬
£¬£¬£¬ÏÖÔÚרעÓÚ PyTorch Éú̬ºÍ PyTorch »ù½ð»á£¬£¬£¬
£¬£¬£¬»ù½ð»áµÄÊÂÇéÒ²°üÀ¨Ö§³ÖÆäËûÏîÄ¿£¬£¬£¬
£¬£¬£¬ºÃ±È vLLM¡£¡£¡£¡£¡£ºÜÐ˷ܼûµ½ vLLM µÄÊ×´´ÈË£¬£¬£¬
£¬£¬£¬¼¸ÌìÇ°ÎÒÃǸÕÔÚÉϺ£¼ÓÈëÁËÒ»¸öºÜÊÇÊܽӴýµÄ vLLM ¾Û»á¡£¡£¡£¡£¡£

¿­Ê±AGʹÃüÊÇ¡ª¡ªÈôÊÇÄã×ݹÛÈ˹¤ÖÇÄܵÄÈý´óÖ§Öù£ºÑµÁ·¡¢ÍÆÀíºÍÖÇÄÜÌ壬£¬£¬
£¬£¬£¬¾Í»á·¢Ã÷£¬£¬£¬
£¬£¬£¬×÷Ϊһ¸ö·ÇÓªÀû»ù½ð»á£¬£¬£¬
£¬£¬£¬ÎÒÃǺÜÊÇÐÒÔ˵ػñµÃÁËÏñ°¢Àï°Í°ÍÕâÑùµÄ¹«Ë¾µÄÖ§³Ö£¬£¬£¬
£¬£¬£¬×ÊÖúÎÒÃǹ¹½¨ÁËÕâÑùÒ»¸öÉçÇø¡£¡£¡£¡£¡£Õâ¸öÉçÇø±àдµÄÈí¼þ±»Áè¼Ý 90% µÄʵÑéÊҺ͹«Ë¾ÓÃÓÚÄ£×ÓѵÁ·¡£¡£¡£¡£¡£PyTorch ×÷Ϊ¿ªÔ´Èí¼þÒѾ­±£´æºÜ³¤Ê±¼ä£¬£¬£¬
£¬£¬£¬²¢Òѱ»³ä·Ö֤ʵÊÇÏÖÔÚ×îºÃµÄÄ£×ÓѵÁ·Èí¼þ¡£¡£¡£¡£¡£

Mark¡¡02:04:24

ÔÚÍÆÀí·½Ã棬£¬£¬
£¬£¬£¬ÎÒÃÇÖ§³Ö vLLM£¬£¬£¬
£¬£¬£¬ËüºÜÊÇÊ¢ÐС£¡£¡£¡£¡£ËäÈ»£¬£¬£¬
£¬£¬£¬ÎÒÃÇҲ̸Åе½ SGLang¡£¡£¡£¡£¡£ÏÖÔÚÓÐÐí¶à¿ªÔ´ÏîÄ¿¶¼Ö§³Ö SGLang£¬£¬£¬
£¬£¬£¬Õâ¶Ô½â¾öÕâÀàÎÊÌâÖÁ¹ØÖ÷Òª¡£¡£¡£¡£¡£ÏÖʵÉÏ£¬£¬£¬
£¬£¬£¬ÎÒÒÔΪÓÐЩÎÊÌâ»ù´¡ÎÞ·¨ÓÃÆäËû·½Ê½½â¾ö£¬£¬£¬
£¬£¬£¬ÓÉÓÚÕâÐèÒª´ó¹æÄ£µÄЭµ÷£¬£¬£¬
£¬£¬£¬ÐèÒªÈÃÌìϸ÷µØµÄÈËÒ»ÆðÊÂÇ飬£¬£¬
£¬£¬£¬ÈκÎÒ»¼Ò¹«Ë¾¶¼ÎÞ·¨µ¥¶ÀÍê³É¡£¡£¡£¡£¡£Õâ¾ÍÊÇ¿ªÔ´µÄ÷ÈÁ¦ËùÔÚ¡£¡£¡£¡£¡£

Mark¡¡02:04:56

ллÄúµÄ¸ÅÊö¡£¡£¡£¡£¡£ÎÒºÜÊÇÈÏͬÄúËù˵µÄ£¬£¬£¬
£¬£¬£¬ÓÈÆäÊÇ×îºóÒ»¾ä¡ª¡ªÃ»ÓÐÄļҹ«Ë¾Äܹ»µ¥¶ÀÍê³ÉÕâÏîÊÂÇ飬£¬£¬
£¬£¬£¬ÎÒÃÇÐèÒªÅäºÏÆ𾢡¢Ð¯ÊÖÏàÖú¡£¡£¡£¡£¡£ÎÒÒ²ºÜÊÇÔÞÐíÄúÌáµ½µÄ AI µÄÈý´óÖ§Öù£ºÑµÁ·¡¢ÍÆÀíºÍÖÇÄÜÌå¡£¡£¡£¡£¡£ËäÈ»£¬£¬£¬
£¬£¬£¬½ñÌìÂÛ̳µÄÖ÷ÌâÊÇÖÇÄÜÌå¡£¡£¡£¡£¡£µ«ÔÚÉîÈë̽ÌÖÖÇÄÜÌå֮ǰ£¬£¬£¬
£¬£¬£¬ÎÒÏëÏÈÌýÌýÄú¶ÔѵÁ·ºÍÍÆÀíµÄ¿´·¨¡£¡£¡£¡£¡£

Mark¡¡02:05:27

ÏÈ˵˵ѵÁ·¡£¡£¡£¡£¡£PyTorch ÊÇѵÁ·µÄ½¹µã£¬£¬£¬
£¬£¬£¬Ðí¶à¹«Ë¾£¬£¬£¬
£¬£¬£¬°üÀ¨ÎÒÃÇ°¢ÀïÔÆ£¬£¬£¬
£¬£¬£¬¶¼Ê¹Óà PyTorch À´¹¹½¨ÑµÁ·ÄÜÁ¦¡£¡£¡£¡£¡£ÊÂʵÉÏ£¬£¬£¬
£¬£¬£¬ÎÒÃÇ×î½üºÜÊÇÐÒÔ˵ØÐû²¼£¬£¬£¬
£¬£¬£¬°¢ÀïÔƳÉΪÁË PyTorch »ù½ð»áµÄ°×½ð»áÔ±¡£¡£¡£¡£¡£ÕâÖ÷ÒªÔ´ÓÚÎÒÃÇÓë PyTorch ÉçÇøµÄÉî¶ÈÏàÖúÐèÇ󡪡ªÎÒÃÇ×Ô¼ºµÄ AI ƽ̨´ó×ÚʹÓÃÁË PyTorch µÄÄ£¿
£¿éºÍ×é¼þ¡£¡£¡£¡£¡£

Mark¡¡02:06:14

ºÜÊÇлл PyTorch »ù½ð»á£¬£¬£¬
£¬£¬£¬ÕýÊÇÓÐÁËÄãÃǵÄÖ§³Ö£¬£¬£¬
£¬£¬£¬ÎÒÃDzŻª¼ÌÐøΪÉçÇø×ö³öТ˳¡£¡£¡£¡£¡£ÎÒÒÔΪÕâÒâÒå·Ç·²£¬£¬£¬
£¬£¬£¬ÎÒÃǺÜÊÇÐË·ÜÄÜ»ñµÃ°¢Àï°Í°Í¸ü¶àµÄÖ§³Ö¡£¡£¡£¡£¡£ÄÇô£¬£¬£¬
£¬£¬£¬ÄúÄÜ¿ìËÙ×ܽáÒ»ÏÂÄúÊӲ쵽µÄ PyTorch ÉçÇøµÄÇéÐΣ¬£¬£¬
£¬£¬£¬ÒÔ¼°×îеÄѵÁ·Ç÷ÊÆÊÇʲôÂð£¿
£¿

Mark¡¡02:06:44

ºÜÊÇÓÐȤµÄÒ»µãÊÇ£¬£¬£¬
£¬£¬£¬AI ¼ÓËÙÆ÷ÕýÔÚÅÉú³¤¡£¡£¡£¡£¡£¾ÍÔÚ¼¸·ÖÖÓÇ°£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»¹Ìýµ½Á˹ØÓÚ°¢Àï°Í°Í×îÐÂÁ¢ÒìЧ¹ûµÄÏÈÈÝ¡£¡£¡£¡£¡£×ݹÛÓ²¼þ¡¢Êý¾ÝÖÐÐÄ¡¢ÄÚ´æ´ø¿íÆ¿¾±ÒÔ¼°ÑµÁ·µÈ¸÷¸ö·½Ã棬£¬£¬
£¬£¬£¬AI µÄÇ°½ø¶¼´øÀ´ÁËÖØ´óµÄÌôÕ½¡£¡£¡£¡£¡£ÎÒÒÔΪ£¬£¬£¬
£¬£¬£¬ÈôÊÇÄãÏëÓµÓÐÒ»¸ö AI ¼ÓËÙÆ÷²¢ÕæÕýÓÃËüÀ´ÑµÁ·Ä£×Ó£¬£¬£¬
£¬£¬£¬»ñµÃ PyTorch µÄÓÅÒìÖ§³ÖÖÁ¹ØÖ÷Òª¡£¡£¡£¡£¡£Îª´Ë£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»ù½ð»áÉèÁ¢ÁËÒ»¸ö¶à¼Ü¹¹ÊÂÇé×飬£¬£¬
£¬£¬£¬ÖÂÁ¦ÓÚÖ§³Ö¿ª·¢¸ü¶à²î±ðµÄºó¶Ë¡£¡£¡£¡£¡£ÎÒµÄÅä¾°ÊÇ»ù´¡ÉèÊ©ÁìÓò£¬£¬£¬
£¬£¬£¬´ÓÓ²¼þµ½Ö§³ÖÕâЩӲ¼þµÄÈí¼þ£¬£¬£¬
£¬£¬£¬ÕâʼÖÕÊÇÎÒµÄר³¤¡£¡£¡£¡£¡£

Mark¡¡02:07:38

µ±ÄãÏàʶ AI ѵÁ·ÁìÓòÕýÔÚ±¬·¢µÄÊÂÇ飬£¬£¬
£¬£¬£¬»á·¢Ã÷ÇéÐδóͬСÒ죺ÈËÃÇÏëÒª¸ü¶àÑ¡Ôñ£¬£¬£¬
£¬£¬£¬Ò²ÐèÒª¸ü¶àÓ²¼þÖ§³Ö¡£¡£¡£¡£¡£ËûÃÇÐèÒªÄܹ»Í¬Ê±Ö§³ÖѵÁ·ºÍÍÆÀíµÄÌæ»»¼Ü¹¹£¬£¬£¬
£¬£¬£¬¶øÄܹ»ÊµÏÖÕâÒ»µãµÄÈí¼þ²ã¶ÔÕû¸öÌìÏÂÀ´Ëµ¶¼¾ßÓкÜÊÇÖ÷ÒªµÄÕ½ÂÔÒâÒ塪¡ªËüΪÈËÃÇÌṩÁ˸ü¶àÑ¡Ôñ£¬£¬£¬
£¬£¬£¬ÈÃËûÃÇÄܹ»ÒÔ¸ü¾­¼Ã¸ßЧµÄ·½Ê½¾ÙÐÐѵÁ·¡£¡£¡£¡£¡£

Mark¡¡02:08:05

´ÓѵÁ·µ½ÍÆÀíÔÙµ½ÖÇÄÜÌ壬£¬£¬
£¬£¬£¬¸÷¸ö½×¶Î¶Ô»ù´¡ÉèÊ©µÄѹÁ¦¶¼´ó²»Ïàͬ£¬£¬£¬
£¬£¬£¬¶øÓµÓÐÕâЩ¿ª·ÅµÄÈí¼þ²ãÀ´Ö§³ÖÉçÇøÉú³¤¾ÍÏÔµÃÓÈΪÖ÷Òª¡£¡£¡£¡£¡£

Àî·É·É¡¡02:08:32

Á½ÈýÄêÇ°£¬£¬£¬
£¬£¬£¬µ±ÕⲨ AI ¸ïÃüÀ˳±¸Õ¸ÕÐËÆðʱ£¬£¬£¬
£¬£¬£¬ÈËÃǶ¼ÔÚÌÖÂÛÔõÑù¹¹½¨Í³Ò»µÄѵÁ·ºÍÍÆÀí»ù´¡ÉèÊ©¡£¡£¡£¡£¡£µ«ÕýÈçÄúËù˵£¬£¬£¬
£¬£¬£¬ÕâÖÖÇéÐÎÔ½À´Ô½ÉÙÁË¡£¡£¡£¡£¡£ÈËÃÇÏÖÔÚ×îÏÈÒâʶµ½£¬£¬£¬
£¬£¬£¬ÑµÁ·ºÍÍÆÀí¶Ô»ù´¡ÉèÊ©µÄÐèÇó½ØÈ»²î±ð¡£¡£¡£¡£¡£

Àî·É·É¡¡02:09:02

˵µ½ÍÆÀí£¬£¬£¬
£¬£¬£¬ÎÒÒÔΪӵÓÐÑ¡ÔñȨºÜÖ÷Òª¡£¡£¡£¡£¡£Õë¶Ô²î±ðµÄÄ£×Ӽܹ¹£¬£¬£¬
£¬£¬£¬×éÖ¯¡¢¹«Ë¾¡¢¿ª·¢Õß¿ÉÄÜ»áÏëʹÓòî±ðµÄÍÆÀíƽ̨¡£¡£¡£¡£¡£¹ØÓÚijЩģ×Ó£¬£¬£¬
£¬£¬£¬Ò²ÐíʹÓà SGLang ÊÇ×î¼ÑÑ¡Ôñ£»£»£»¶ø¹ØÓÚÁíһЩģ×Ó£¬£¬£¬
£¬£¬£¬Ò²ÐíʹÓà vLLM ²ÅÊÇ×î¼ÑÑ¡Ôñ¡£¡£¡£¡£¡£

Àî·É·É¡¡02:09:22

ÊʲÅÎÒÃÇÒ²Áĵ½ÁËÕâÒ»µã¡£¡£¡£¡£¡£vLLM µÄÊ×´´È˽ñÌìÒ²ÔÚÕâÀ£¬£¬
£¬£¬£¬Ëû¸ÕÍÑÀë¡£¡£¡£¡£¡£ÎÒÒ²Óë SGLang µÄÁíһλÊ×´´ÈËÊ¢Òú£¨Sheng Yin£©ºÜÊì¡£¡£¡£¡£¡£ÒÔÊÇ£¬£¬£¬
£¬£¬£¬ÎÒÇ¿ÁÒ½¨ÒéÍƶ¯ SGLang Óë PyTorch »ù½ð»áµÄÏàÖú£¬£¬£¬
£¬£¬£¬Õâ¶ÔÕû¸öÉçÇøÀ´ËµÒâÒå·Ç·²¡£¡£¡£¡£¡£

Mark¡¡02:09:50

PyTorch »ù½ð»áÓë SGLang Ö®¼äȷʵÓкܺõÄÏàÖú»ù´¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÎÒÒ²ÆÚ´ýºã¾ÃµÄÏàÖú¡£¡£¡£¡£¡£ÈÃÎÒÒÔΪºÜÊÇÓÐȤµÄÒ»µãÊÇ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÏÖÔÚÃæÁÙµÄÇéÐÎÊÇÓ²¼þºÍÈí¼þ¼Ü¹¹Í¬Ê±±¬·¢¸ùÌìÐÔµÄÀå¸ï£¬£¬£¬
£¬£¬£¬ÕâºÜÊÇÆæÒì¡£¡£¡£¡£¡£ÎÒÃÇÂÄÀúÁ˲î±ðµÄÅÌËãÉú³¤Ê±´ú£¬£¬£¬
£¬£¬£¬µ«ÏÖÔÚ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÕýÊÔͼÔÚÈ«Çò¹æÄ£ÄÚ³¹µ×¸Ä±äÈí¼þ¼Ü¹¹¡ª¡ªÐµÄÄ£×Ӽܹ¹Ò»Ö±Ó¿ÏÖ£¬£¬£¬
£¬£¬£¬Óë´ËͬʱӲ¼þÒ²ÔÚ±¬·¢×ª±ä¡£¡£¡£¡£¡£¶øʵÏÖÕâÒ»µãµÄΨһ;¾¶ÊÇͨ¹ý¿ªÔ´Èí¼þ¾ÙÐдó¹æÄ£µÄЭµ÷£¬£¬£¬
£¬£¬£¬ÀýÈçÏñ vLLM ÕâÑùµÄÏîÄ¿¡£¡£¡£¡£¡£

Mark¡¡02:10:26

SGLang »áÔÚÐÂÄ£×ÓÐû²¼µ±Ìì¾ÍÌṩ֧³Ö¡£¡£¡£¡£¡£ºÃ±È Kimi 3 ¸ÕÐû²¼£¬£¬£¬
£¬£¬£¬Qwen Ä£×ÓµÄÏÂÔØÁ¿ÒѾ­Áè¼ÝÊ®ÒڴΡ£¡£¡£¡£¡£ÎªÁËÈÃÕâЩģ×ÓÄܹ»ÀÖ³ÉÂäµØ²¢±»Óû§Ê¹Ó㬣¬£¬
£¬£¬£¬ËüÃÇÐèÒªÕâЩ¿ò¼ÜµÄÖ§³Ö¡£¡£¡£¡£¡£vLLM ºÍ SGLang »áÔÚÄ£×ÓÐû²¼È·µ±Ìì¾ÍÐû²¼Ö§³Ö£¬£¬£¬
£¬£¬£¬ÕâÊÇÐëÒªµÄ£¬£¬£¬
£¬£¬£¬Ö»ÓÐÕâÑù²Å»ªÕæÕýÆôÓÃÍÆÀíÊÂÇ鸺ÔØ¡£¡£¡£¡£¡£

vLLM µÄ±ê×¼Ðû²¼½Ú×àÊÇÿÁ½ÖÜÒ»´Î£¬£¬£¬
£¬£¬£¬ÕâÈÃÎÒÒÔΪ²»¿É˼Òé¡£¡£¡£¡£¡£OpenStack ×î³õÊÇÿÁù¸öÔÂÐû²¼Ò»´Î£¬£¬£¬
£¬£¬£¬Ò²¾ÍÊÇÒ»ÄêÁ½´Î¡£¡£¡£¡£¡£¶øÏÖÔÚËûÃÇȴ˵£¬£¬£¬
£¬£¬£¬ÔÚÄ£×ÓÐû²¼¼ä϶£¬£¬£¬
£¬£¬£¬Ã¿Á½ÖܾͻáÐû²¼Ò»´Î¹Ù·½°æ±¾¡£¡£¡£¡£¡£ÕâÖÖ¿ìËÙµÄת±³ÅÑ×࣬£¬£¬
£¬£¬£¬ÒÔ¼°Ä£×Ӽܹ¹ºÍÓ²¼þ·½ÃæµÄÖÖÖÖת±ä£¬£¬£¬
£¬£¬£¬¶¼ÔÚÊÔͼͬʱÕûºÏ²¢ÏòÇ°Íƽø£¬£¬£¬
£¬£¬£¬ÕýÔÚÔì³ÉÒ»ÖÖ¸´ºÏ¼ÓËÙ¡£¡£¡£¡£¡£ÕâºÜÊÇÖش󣬣¬£¬
£¬£¬£¬ÎÒÒÔΪÎÒÃÇÐèҪȫÌìÏÂÍŽáÆðÀ´£¬£¬£¬
£¬£¬£¬Í¨¹ý¿ªÔ´µÄ·½Ê½À´Ó¦¶ÔÕâÒ»ÌôÕ½¡£¡£¡£¡£¡£

Àî·É·É¡¡02:11:34

Êǵģ¬£¬£¬
£¬£¬£¬×ª±äµÄËÙÂʺ͸´ºÏ¼ÓËÙ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²ÍêÈ«¸ÐÊܵ½ÁË¡£¡£¡£¡£¡£ÏÖÔÚ£¬£¬£¬
£¬£¬£¬×ÝÈ»ÊÇͳһ¼Ò¹«Ë¾£¬£¬£¬
£¬£¬£¬Ã¿¸ôÒ»Á½¸öÔ¾ͻáÐû²¼Ò»¿îÐÂÄ£×Ó£¬£¬£¬
£¬£¬£¬Ëæ´¦¶¼ÊÇ¿ªÔ´Èí¼þ¡£¡£¡£¡£¡£ÈôÊÇÄãÏë׽סÐÂÄ£×ÓµÄÊÆÍ·²¢ÍÆÏòÊг¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬¾ÍÕæµÄÐèÒª¼ÓËÙ½ÓÄÉËÙÂÊ¡£¡£¡£¡£¡£¾ÍÏñÄúÌáµ½µÄ£¬£¬£¬
£¬£¬£¬vLLM ¶Ô Kimi 3 µÄ"ÁãÈÕ"½ÓÄɾÍÊÇÒ»¸öºÜºÃµÄÀý×Ó¡£¡£¡£¡£¡£

ÎÒÒÔΪÄÇЩ¿ª·¢Ö°Ô±¶¼²»Ë¯¾õ¡ª¡ªÖйúµÄ¿ª·¢ÕߺÍÃÀ¹úµÄ¿ª·¢ÕßÕýºÃÏà¸ô 12 Сʱ£¬£¬£¬
£¬£¬£¬ÈôÊÇ°ÑËûÃÇ·ÅÔÚÒ»Æ𣬣¬£¬
£¬£¬£¬¾Í¿ÉÒÔʵÏÖÈ«Ììºò¿ª·¢ÁË¡£¡£¡£¡£¡£

Àî·É·É¡¡02:12:27

ÏÖÔÚÎÒÃÇÀ´Ì¸Ì¸ÖÇÄÜÌå¡£¡£¡£¡£¡£ËùÓÐÕâЩÆð¾¢£¬£¬£¬
£¬£¬£¬°üÀ¨ÑµÁ·ºÍÍÆÀí£¬£¬£¬
£¬£¬£¬×îÖÕ¶¼ÊÇΪÁËʵÏÖÓªÒµÊÂÇéÁ÷³Ì£¬£¬£¬
£¬£¬£¬ÐγÉÓªÒµ·ÉÂÖ¡£¡£¡£¡£¡£Ëµ¾¿¾¹£¬£¬£¬
£¬£¬£¬×ܵÃÓÐÈËÂòµ¥¡£¡£¡£¡£¡£ÒÔÊÇ£¬£¬£¬
£¬£¬£¬ÎÒÒÔΪҪº¦ÔÚÓÚ½«ÖÇÄÜÌåÈÚÈëÆóÒµÊÂÇéÁ÷³Ì¡£¡£¡£¡£¡£ÄÇô£¬£¬£¬
£¬£¬£¬Äú¶ÔÖÇÄÜÌåÓÐʲô¿´·¨£¿
£¿ÌØÊâÊÇÀ´×Ô±±ÃÀÊг¡µÄ×îÐÂÊÓ²ìºÍ¿´·¨£¿
£¿

Mark¡¡02:13:01

ÎÒÒÔΪÒѾ­±¬·¢ÁËÕæÕýµÄת±ä¡£¡£¡£¡£¡£½ñÄêÖÇÄÜÌåÉú³¤Ñ¸ÃÍ£¬£¬£¬
£¬£¬£¬ÕæÕýÖ÷µ¼ÁË token µÄÌìÉú¡£¡£¡£¡£¡£Ö®Ç°£¬£¬£¬
£¬£¬£¬ÄãÃǵÄһλÑݽ²Õß̸µ½ÁË"token Éú²úÁ¦"£¬£¬£¬
£¬£¬£¬ÎÒÒÔΪÕâ¸ö˵·¨ºÜºÃ¡£¡£¡£¡£¡£ÓÉÓÚ²¢·ÇËùÓÐ token ¶¼Ò»Ñù¡£¡£¡£¡£¡£ÈËÃÇÕýÔÚÒâʶµ½µÄÒ»¸öת±äÊÇ£ºÄ£×Ó×Ô¼º²»ÔÙÊÇΨһµÄ½¹µã¡£¡£¡£¡£¡£Ä£×ÓËäÈ»ºÜÊÇÖ÷Òª£¬£¬£¬
£¬£¬£¬ËüÊÇÖÇÄÜÌåµÄ´óÄÔ¡£¡£¡£¡£¡£

Mark¡¡02:13:38

µ«ÏÖÔÚÄ㻹ÐèҪ˼Á¿ÖÇÄÜÌå¿ò¼Ü£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÄãµÄÊý¾ÝÔÚÄÇÀï¡£¡£¡£¡£¡£ÎÒÒÔΪ£¬£¬£¬
£¬£¬£¬ÔÚÃÀ¹úºÍÌìϸ÷µØ£¬£¬£¬
£¬£¬£¬Ò»¸öÈÕÒæÔöÌíµÄÇ÷ÊÆÊÇ£ºÆóÒµ»òÐíÓ¦¸ÃÓµÓжà¸öÄ£×Ó£¬£¬£¬
£¬£¬£¬»òÕßѵÁ·×Ô¼ºµÄרÓÃÄ£×Ó£¬£¬£¬
£¬£¬£¬»òÕß¾ÙÐÐÇ¿»¯Ñ§Ï°£¬£¬£¬
£¬£¬£¬½«»ùÓÚ¿ª·ÅȨÖصÄÄ£×Ó¶¨ÖƳɸüС¡¢¸ü´ó¡¢»ò¸üרҵµÄ°æ±¾£¬£¬£¬
£¬£¬£¬ÒÔÖª×ãÌض¨ÓªÒµµÄÐèÇ󡣡£¡£¡£¡£ÕâÖÖÇ÷ÊƵÄÐËÆðÔ­ÒòÓÐÐí¶à£¬£¬£¬
£¬£¬£¬±¾Ç®ÊÇÆäÖÐÖ®Ò»£¬£¬£¬
£¬£¬£¬µ«¸üÖ÷ÒªµÄÊÇ£¬£¬£¬
£¬£¬£¬Ê¹ÓÃһϵÁвî±ðµÄÄ£×ÓÓÐʱȷʵ¿ÉÒÔ»ñµÃ¸üºÃµÄÖÊÁ¿¡£¡£¡£¡£¡£

ÄÇô£¬£¬£¬
£¬£¬£¬ÄãÔõÑùЭµ÷ËùÓÐÕâЩÄØ£¿
£¿Õâ¾ÍÊÇÖÇÄÜÌå¿ò¼ÜµÄ×÷ÓÃËùÔÚ¡£¡£¡£¡£¡£ÔÚÖÇÄÜÌåÁìÓò£¬£¬£¬
£¬£¬£¬ÓÐʱÄã¿ÉÄÜÓµÓжà¸öÄ£×Ó£¬£¬£¬
£¬£¬£¬µ«×÷ΪÆóÒµ£¬£¬£¬
£¬£¬£¬ÄãÐèÒª¿ØÖÆÏò²î±ðÄ£×Ó̻¶µÄÄÚÈÝ£¬£¬£¬
£¬£¬£¬ÓÈÆäÊÇÔÚ»ìÏýʹÓÿª·ÅÄ£×ÓºÍרÓзþÎñµÄÇéÐÎÏ¡£¡£¡£¡£¡£ÎÒÒÔΪÆóÒµ×îÏÈÔ½·¢ÉóÉ÷£¬£¬£¬
£¬£¬£¬²»µ«¹Ø×¢±¾Ç®£¬£¬£¬
£¬£¬£¬»¹¹Øעģ×ÓµÄÓÃ;¡£¡£¡£¡£¡£ºÃ±È£¬£¬£¬
£¬£¬£¬ËûÃÇÓªÒµÖÐÉ漰רÓÐÊÖÒÕ»ò֪ʶ²úȨµÄ²¿·Ö£¬£¬£¬
£¬£¬£¬¿ÉÄܲ»Ï£ÍûÉÏ´«µ½µÚÈý·½ API£¬£¬£¬
£¬£¬£¬Òò´Ë»áÖƶ©¸üÏ꾡¡¢¸üÖØ´óµÄÕ½ÂÔ¡ª¡ªÊ¹ÓöàÖÖÄ£×Ó£¬£¬£¬
£¬£¬£¬²¢½ÓÄÉÀàËÆ"»ìÏýµ÷Àí"µÄÒªÁì¡£¡£¡£¡£¡£

ÎÒÒÔΪҪº¦µãÔÚÓÚ£ºÄã²»µ«ÐèÒªµ÷ÀíÖÇÄÜÌå×Ô¼º£¬£¬£¬
£¬£¬£¬»¹ÐèÒªÈÃÖÇÄÜÌåÓëËùʹÓõÄÄ£×Ó½âñî¡£¡£¡£¡£¡£Ò²¾ÍÊÇ˵£¬£¬£¬
£¬£¬£¬ÖÇÄÜÌåÐèÒª×ö³ö"ÖÇÄܾöÒé"£¬£¬£¬
£¬£¬£¬½«Ìض¨Ê¹Ãü·ÖÅä¸ø²î±ðµÄÄ£×Ó¡ª¡ªÄã·×Æ綨Ϊÿ¸ö API ŲÓö¼Ê¹ÓÃ×îÇ¿µÄÄ£×Ó£¬£¬£¬
£¬£¬£¬¶øÊÇΪ¸ø¶¨µÄʹÃüÑ¡Ôñ×îºÏÊʵÄÄ£×Ó¡£¡£¡£¡£¡£ÕâÕýÈÕÒæ³ÉΪһ¸öºÜÊÇÖ÷ÒªµÄÇ÷ÊÆ¡£¡£¡£¡£¡£

Àî·É·É¡¡02:15:10

Êǵģ¬£¬£¬
£¬£¬£¬ÕýÈçÄúËùÊӲ쵽µÄ¡£¡£¡£¡£¡£ÎÒÃÇÊʲÅÔÚºǫ́ҲÁĵ½ÁËÕâÒ»µã¡£¡£¡£¡£¡£ÎÒʵÑé¹ýһЩ²î±ðµÄ¿ªÔ´ÏµÍ³£¬£¬£¬
£¬£¬£¬ºÃ±È OpenClaw¡£¡£¡£¡£¡£

Mark¡¡02:15:56

ËüºÜÊÇÊ¢ÐС£¡£¡£¡£¡£×î½üÎÒÒ²×îÏÈʹÓà Hermes Agent£¬£¬£¬
£¬£¬£¬Ö»ÊÇÏëʵÑéһϡª¡ª½¨ÉèһЩ¸öÐÔ»¯µÄÉÏÏÂÎÄÐÅÏ¢£¬£¬£¬
£¬£¬£¬ÕâЩÐÅÏ¢¿ÉÒÔ´æ´¢ÔÚÍâµØ»ò˽ÓÐϵͳÖУ¬£¬£¬
£¬£¬£¬ÕâºÜÊÇÖ÷Òª¡£¡£¡£¡£¡£ÎÒÒÔΪ×îÖÕÎÒÃÇ»á×ßÏòÕâÑùÒ»¸öÌìÏ£ºÖÇÄÜÌåµÄʹÓÃÏÖʵÉÏÓÐÖúÓÚË¢ÐÂÕû¸öϵͳ£¬£¬£¬
£¬£¬£¬ÎÞÂÛÊÇÖ±½Ó·´À¡µ½Ä£×ÓѵÁ·ÖУ¬£¬£¬
£¬£¬£¬Õվɽ¨Éè¸ü¶àÉÏÏÂÎÄÐÅÏ¢·´À¡µ½¸öÈËÖúÀíÖС£¡£¡£¡£¡£ÕâÓеãÏñ Hermes Agent ±³ºóµÄÀíÄ¡ªÄãµÄÖúÆÊÎöƾ֤ÄãʹÓÃËüµÄ·½Ê½Ò»Ö±Ñ§Ï°£¬£¬£¬
£¬£¬£¬±äµÃÔ½À´Ô½ÖÇÄÜ¡£¡£¡£¡£¡£Ëæ×ÅÎÒÃÇΧÈÆÄ£×Ó×Ô¼º¹¹½¨»ù´¡ÉèÊ©£¬£¬£¬
£¬£¬£¬Ñ§Ï°Àú³Ì»á·ºÆð³ö²î±ðµÄÌõÀí¡£¡£¡£¡£¡£AI ϵͳ²»µ«½öÊÇÒ»¸öÄ£×Ó£¬£¬£¬
£¬£¬£¬ÎÒÒÔΪÈËÃÇÏÖÔÚÕýÔÚÒâʶµ½ÕâÒ»µã¡£¡£¡£¡£¡£

Àî·É·É¡¡02:16:51

ºÃµÄ£¬£¬£¬
£¬£¬£¬ÄÇôÎÒµÄÏÂÒ»¸öÎÊÌâÊÇ£º´ÓÎÒÃÇÏÖÔÚËù´¦µÄλÖ㬣¬£¬
£¬£¬£¬µ½"ÖÇÄÜÌåÎÞ´¦²»ÔÚ"µÄδÀ´¡ª¡ª¼ÙÉèÎÒÃÇÕ¹ÍûÁ½ÈýÄêºó£¬£¬£¬
£¬£¬£¬ÆóÒµÊÂÇéÁ÷³ÌÖд󲿷ÖÊÂÇ鶼½«ÓÉÖÇÄÜÌåÍê³É¡ª¡ªÎÒÃÇÓëÄ¿µÄÖ®¼äµÄ²î±ðÊÇʲô£¿
£¿ÎÒÃÇÐèÒª×öЩʲô²Å»ª´ÓÏÖÔÚ¹ý¶Éµ½Ë­ÈËÄ¿µÄ£¿
£¿Äú¶Ô´ËÓкο´·¨£¿
£¿

Mark¡¡02:17:17

ÒÔÎÒÃÇÏÖÔÚµÄÉú³¤ËÙÂÊ£¬£¬£¬
£¬£¬£¬ÈýÄêºóµÄδÀ´¸ÐÊܾÍÏñÒ»°ÙÄêÄÇôÂþ³¤£¬£¬£¬
£¬£¬£¬ÓÉÓÚÖÖÖÖÒòËض¼ÔÚµþ¼Ó¡¢¼ÓËÙÉú³¤¡£¡£¡£¡£¡£µ«ÎÒÒÔΪ£¬£¬£¬
£¬£¬£¬Ðí¶àÊÂÇ鶼½«Î§ÈÆ×ÅÒ»¸ö½¹µãÕö¿ª¡ª¡ªÎ¢ÈíµÄ Satya ×î½üҲ̸µ½ÁËÕâÒ»µã¡ª¡ªÄǾÍÊǹ«Ë¾»òÆóÒµµÄδÀ´ÊÂʵÊÇʲô£¿
£¿ÕâÏÖʵÉÏÊÇÔÚ˼Ë÷֪ʶÐÍÊÂÇéµÄʵÖÊ£º¹«Ë¾µÄ½¹µã¼ÛÖµ¡¢Ä¿µÄ»ò¹¦Ð§ÊÇʲô£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÆäÖÐÄÄЩ²¿·Ö¿ÉÒÔ±»ÖÇÄÜÌåÌæ»»¡£¡£¡£¡£¡£

ÎÒÃDZØÐè˼Ë÷µÄÊÇ£ºÏÖʵЧ¹ûÔÚÄÇÀ
£¿¹«Ë¾ÐèҪ˼Á¿Äܹ»½»¸¶Ê²Ã´Ð§¹û£¬£¬£¬
£¬£¬£¬ÓÉÓÚ¿Í»§×îÖÕΪЧ¹û¸¶·Ñ¡£¡£¡£¡£¡£ÄãÃÇ֮ǰԼÇëµÄÄÇλÀ´×Ô¿¨³µÔËÊäÐÐÒµµÄÑݽ²¼Î±öºÜÊǾ«²Ê£¬£¬£¬
£¬£¬£¬Ëû×ÅÖØÇ¿µ÷Á˸³Äܲî±ðÀàÐ͵Ä˾»ú¡¢Ç¿µ÷Ч¹ûµ¼Ïò£¬£¬£¬
£¬£¬£¬²¢ÊÔͼ½¨ÉèÒ»¸ö»ùÓÚÏÖʵҵ¼¨µÄÊг¡¡£¡£¡£¡£¡£Ò»µ©ÓÐÈ˽ÓÊÜÁËÕâÖÖģʽ£¬£¬£¬
£¬£¬£¬½ÓÄÉÂʺܿì¾ÍÄִܵï 70% ×óÓÒ¡£¡£¡£¡£¡£

ÒÔÊÇÎÒÒÔΪÕâ»òÐíԤʾ×ÅÎÒÃÇδÀ´ÔÚÖÇÄÜÌå·½ÃæµÄÉú³¤Æ«Ïò£º½«Ð§¹ûÖÃÓÚÒ»ÇÐÖ®ÉÏ¡ª¡ªÕâÕýÊÇ¿Í»§Ò»Ö±ÒÔÀ´ËùÆÚÍûµÄ£¬£¬£¬
£¬£¬£¬¶øÏÖÔÚÎÒÃÇÖÕÓÚʵÏÖÁËÕâÒ»µã¡£¡£¡£¡£¡£Ä³ÖÖˮƽÉÏ˵£¬£¬£¬
£¬£¬£¬ÕâÐèÒªÕÒµ½Ò»ÖÖÒªÁ죬£¬£¬
£¬£¬£¬Í¨¹ý²î±ðµÄÆÀ¹À¿ò¼Ü£¬£¬£¬
£¬£¬£¬Èø÷¹«Ë¾½¨ÉèÒ»Ì×ϵͳÀ´ÅжÏÄĸöÄ£×Ó×îÓÐÀûÓÚʵÏÖÔ¤ÆÚЧ¹û¡£¡£¡£¡£¡£ÎÒÒÔΪÕâ»áÍÆÏÂÊÖÒÕµÄÉú³¤¡£¡£¡£¡£¡£

Àî·É·É¡¡02:19:19

´ÓÊг¡½Ç¶ÈÀ´¿´£¬£¬£¬
£¬£¬£¬ÎÒÈÏͬÄúµÄ¿´·¨¡£¡£¡£¡£¡£×ݹÛÕû¸ö SaaS ÐÐÒµ£¬£¬£¬
£¬£¬£¬ÆóÒµ¹ºÖÃÈí¼þ·þÎñÊÇ°´Ð§¹û¸¶·Ñ¶©ÔÄ£¬£¬£¬
£¬£¬£¬¶ø²»ÊÇ°´×ÊÔ´ÏûºÄÁ¿¡ª¡ªCPU ÖÜÆÚ»òÄÚ´æʹÓÃÁ¿¡ª¡ªÀ´¶¨¼ÛµÄ¡£¡£¡£¡£¡£ÀýÈ磬£¬£¬
£¬£¬£¬Ê¹Óà SAP ½â¾öÁËʲôÏêϸÎÊÌ⣬£¬£¬
£¬£¬£¬¿Í»§Ô¸ÒâΪ´ËÖ§¸¶¼¸¶à£¬£¬£¬
£¬£¬£¬ÊÇ»ùÓÚÓªÒµ¼ÛÖµÀ´¶¨¼ÛµÄ¡£¡£¡£¡£¡£

ÒÔÊÇÎÒÕ¹Íû£¬£¬£¬
£¬£¬£¬ÎÒÃǺܿì¾Í»á´ÓÏÖÔÚǨáãµ½ÖÇÄÜÌå·þÎñµÄģʽ¡ª¡ªÕâЩÖÇÄÜÌåÖ¼ÔÚ½â¾öÌض¨Ê¹ÃüºÍÌض¨ÎÊÌ⣬£¬£¬
£¬£¬£¬¶ø¿Í»§Îª×îÖÕЧ¹û¸¶·Ñ¡£¡£¡£¡£¡£ËäÈ»£¬£¬£¬
£¬£¬£¬ÆäÖÐÒ»¸öºÜÊÇÖ÷ÒªµÄÖ§ÖùÊÇ£¬£¬£¬
£¬£¬£¬»ù´¡ÉèÊ©ÖеÄÍÆÀíÒÔ¼°Õû¸öÄ£×Ó¼ÓÍÆÀíµÄʵÏÖ·½Ê½£¬£¬£¬
£¬£¬£¬Ó¦¸ÃÄܹ»Îª¿Í»§ºÍÖÇÄÜÌå´øÀ´¹æÄ£¾­¼ÃЧÒ棬£¬£¬
£¬£¬£¬Ò»Á¬½µµÍÿ°ÙÍò token µÄ±¾Ç®¡£¡£¡£¡£¡£µ«¹é¸ù½áµ×£¬£¬£¬
£¬£¬£¬ÄãÐèÒªÕâЩÖÇÄÜÌ彫Êý°ÙÍò¸ö token ÕæÕýת»¯ÎªÓªÒµ¼ÛÖµ¡£¡£¡£¡£¡£

Mark¡¡02:20:39

½«ÖÇÄܵ¥Î»×ª»¯Îª¶ÔӪҵЧ¹ûÖÁ¹ØÖ÷ÒªµÄÐж¯£¬£¬£¬
£¬£¬£¬ÎÒÒÔΪÕâ²ÅÊÇ׼ȷµÄÆ«Ïò¡£¡£¡£¡£¡£ÕâÑù×ö¶Ô¿ªÔ´ºÍÎÒÃÇËù×öµÄÒ»ÇÐÊÂÇéÒêζ×Åʲô£¿
£¿ÄǾÍÊÇÓÅ»¯´øÀ´µÄ»Ø±¨ÊÇÖØ´óµÄ¡£¡£¡£¡£¡£ÓÉÓÚ¿Í»§»á˵£ºÎÒ²»ÔÚºõ±¾Ç®£¬£¬£¬
£¬£¬£¬ÎÒ²»ÔÚºõÐèÒª¼¸¶à GPU£¬£¬£¬
£¬£¬£¬ÎÒÖ»ÏëΪЧ¹û¸¶·Ñ¡£¡£¡£¡£¡£µ«×ܵÃÓÐÈËΪËùÓÐÕâЩ GPU ºÍÊý¾ÝÖÐÐÄÂòµ¥¡£¡£¡£¡£¡£

Mark¡¡02:21:09

×î½üÓÐÒ»¸öºÜºÃµÄÀý×Ó£¬£¬£¬
£¬£¬£¬ÊǹØÓÚ DeepSeek ÍÆÀíµÄÈí¼þÓÅ»¯ÊÂÇ飺Áù¸öÔÂÄÚ£¬£¬£¬
£¬£¬£¬token ±¾Ç®½µµÍÁË 60%¡£¡£¡£¡£¡£Æ¾Ö¤Ò»ÏîÒѽÒÏþµÄ°¸ÀýÑо¿£¬£¬£¬
£¬£¬£¬ÔÚÍêÈ«ÏàͬµÄÓ²¼þÉÏʵÏÖÁ˽üÈý±¶µÄÍÌÍÂÁ¿¡ª¡ªÓ²¼þûÓиı䣬£¬£¬
£¬£¬£¬µ«ÍÌÍÂÁ¿È´Ìá¸ßÁËÈý±¶£¬£¬£¬
£¬£¬£¬ÍêÈ«¹é¹¦ÓÚÈí¼þÓÅ»¯¡£¡£¡£¡£¡£ÕâÒâζ×ÅÎÒÃÇËù×öµÄÊÂÇé¾ßÓкܸߵľ­¼Ã¼ÛÖµ£¬£¬£¬
£¬£¬£¬ÓÉÓÚÈôÊÇÎÒÃÇÄܹ»Í¨¹ýÅäºÏÆð¾¢Ìá¸ßÍÆÀíЧÂÊ¡¢ÊµÏÖÔÆÔÆÖØ´óµÄ·ÉÔ¾£¬£¬£¬
£¬£¬£¬×îÖÕ¿Í»§½«»áÊÜÒæ·Ëdz¡£¡£¡£¡£¡£

Àî·É·É¡¡02:21:54

¾­¼Ã·ÉÂÖ»áÒÔ´ËΪ¶¯Á¦¼ÌÐøÔËת£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»áÒ»Ö±¼Ó´óͶ×Ê£¬£¬£¬
£¬£¬£¬²¢Ò»Á¬ÓÅ»¯»ù´¡ÉèÊ©¸÷²ãÃæµÄÊÖÒÕÕ»¡£¡£¡£¡£¡£

Àî·É·É¡¡02:22:06

ºÃµÄ¡£¡£¡£¡£¡£ÎªÁ˽ÚԼʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÏëÎÊ×îºóÒ»¸öÎÊÌ⣺Äú¶Ô PyTorch »ù½ð»áÏÖÔÚÕýÔÚ¾ÙÐеĻÓÐʲôÏÈÈÝ£¿
£¿ÔÚÖÇÄÜÌåÁìÓò£¬£¬£¬
£¬£¬£¬ÓÐÄÄЩºÜÊÇÊܽӴý»ò¼´½«¾ÙÐеĿªÔ´ÏîÄ¿»ò»î¶¯ÖµµÃÎÒÃǹØ×¢£¿
£¿

Mark¡¡02:22:30

´Ó»ù½ð»áµÄ½Ç¶ÈÀ´¿´£¬£¬£¬
£¬£¬£¬PyTorch »ù½ð»áȷʵԽÀ´Ô½¹Ø×¢ÎÒÃÇÔõÑùѵÁ·Ä£×Ó¡¢ÔõÑùʹÓù¤¾ß£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÖÇÄÜÌåÕýÔÚÍ»ÆƵļ«ÏÞ¡£¡£¡£¡£¡£

Mark¡¡02:22:51

±ðµÄ£¬£¬£¬
£¬£¬£¬ÎÒÃÇ×î½ü»¹½¨ÉèÁË Agentic AI »ù½ð»á£¬£¬£¬
£¬£¬£¬¾ÍÔÚ¼¸¸öÔÂÇ°¡£¡£¡£¡£¡£½ÓÏÂÀ´ÎÒÃÇÓÐÐí¶à»î¶¯£º¾ÅÔ³õ£¬£¬£¬
£¬£¬£¬ÎÒÃǽ«ÔÚÉϺ£¾ÙÐÐ PyTorch Con£¬£¬£¬
£¬£¬£¬Ö®ºó»¹»á¾ÙÐÐÒ»³¡ Agent Con£»£»£»Ê®Ô·ݣ¬£¬£¬
£¬£¬£¬ÎÒÃÇ»¹½«ÔÚ¼ÓÖÝÊ¥ºÎÈû¾ÙÐÐÁíÒ»³¡»î¶¯£¬£¬£¬
£¬£¬£¬ÕâÊÇ PyTorch µÄÄê¶È´óÐÍ·å»á£¬£¬£¬
£¬£¬£¬½ô½Ó×ÅÒ²»á¾ÙÐÐÒ»³¡ Agent Con¡£¡£¡£¡£¡£

Mark¡¡02:23:23

ºÜÏÔ×Å£¬£¬£¬
£¬£¬£¬MCP ÊÇÒªº¦µÄÍƶ¯ÒòËØ£¬£¬£¬
£¬£¬£¬ËüÔÚÒÑÍùÒ»Äê×óÓÒµÄʱ¼äÀïѸËÙÉú³¤£¬£¬£¬
£¬£¬£¬´ÓÁãµ½°Ù£¬£¬£¬
£¬£¬£¬¼«´óµØÒý·¢ÁËÈËÃÇ¶Ô Agentic AI ÊÖÒÕÕ»µÄÐËȤ£¬£¬£¬
£¬£¬£¬ÓÈÆäÊÇÔÚЭÒé²ãÃæ¡£¡£¡£¡£¡£

Mark¡¡02:23:42

ÎÒÃÇ»ù½ð»áÕýÔÚÆð¾¢Í¨¹ýÖÖÖֻ½«¸÷ÈËȺ¼¯ÔÚÒ»Æ𡣡£¡£¡£¡£ÎÒºÜÊÇÆÚ´ý¾ÅÔ·ÝÄÜÔÙ´ÎÀ´µ½ÉϺ£¼ÓÈ뿭ʱAG´óÐͻ£¬£¬£¬
£¬£¬£¬Ï£ÍûÔÚ×ùµÄÁÐλ¶¼ÄܼÓÈëÆäÖС£¡£¡£¡£¡£

Àî·É·É¡¡02:24:07

ºÜÊÇлл Mark ·ÖÏíÕâЩÐÅÏ¢¡£¡£¡£¡£¡£´Ó°¢ÀïÔƵĽǶÈÀ´¿´£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ»¶¨»áÈÏÕæÑо¿ÄúÌáµ½µÄ Agentic AI »ù½ð»á£¬£¬£¬
£¬£¬£¬²¢ºÜÊÇÔ¸ÒâÓëÄãÃÇÔÚÕâ¸ö»ù½ð»áÉÏÕö¿ªÏàÖú¡£¡£¡£¡£¡£½ñÌì¼ÓÈë»òÔÚÏß¼ÓÈë¾Û»áµÄÅóÙ­ÃÇ£¬£¬£¬
£¬£¬£¬Çë¼Ç×Å Mark ÊʲŷÖÏíµÄÐÅÏ¢¡£¡£¡£¡£¡£

Àî·É·É¡¡02:24:22

¾ÅÔ·ÝÔÚÉϺ££¬£¬£¬
£¬£¬£¬PyTorch Con ºÍ Agent Con ½«»áͬÆÚ¾ÙÐС£¡£¡£¡£¡£ÎÒÃǾÅÔ³õ½«»Øµ½ÉϺ££¬£¬£¬
£¬£¬£¬¾´ÇëÆÚ´ý¡£¡£¡£¡£¡£ºÜÊÇлл Mark ³é³öʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÏàÐÅÏÖ³¡ºÍÏßÉϵĹÛÖÚ¶¼ÄÜ´ÓÕâ´Î¶Ô»°ÖÐѧµ½Ðí¶à¡£¡£¡£¡£¡£ÆÚ´ý PyTorch »ù½ð»á¡¢Agentic AI »ù½ð»áÓë°¢ÀïÔÆÖ®¼ä½¨ÉèÆðºÜÊÇÀο¿µÄÏàÖú¹Øϵ¡£¡£¡£¡£¡£ºÜÊÇлл£¡Ö÷³ÖÈË 02:24:57ллÀî·É·É²©Ê¿£¬£¬£¬
£¬£¬£¬Ð»Ð» Mark Collier ÏÈÉú£¬£¬£¬
£¬£¬£¬Ð»Ð»Ã¿Ò»Î»¼Î±öµÄ·ÖÏí£¬£¬£¬
£¬£¬£¬Ð»Ð»ÔÚ×ùÁÐλµÄñöÌý£¡ Agentic Cloud ÖÇÄÜÌåʱ´úµÄ»ù´¡ÉèÊ©ÂÛ̳µ½´ËÔ²Âú¿¢Ê£¡°¢ÀïÔÆÔÚ±¾½ìÌìÏÂÈ˹¤ÖÇÄÜ´ó»áÉÏ»¹½«Óиü¶à¾«²ÊÄÚÈÝ£¬£¬£¬
£¬£¬£¬½Ó´ý¹Ø×¢£¡ÎÒÃÇÔÚÉϺ£ÊÀ²©Õ¹ÀÀ¹Ý H1 ¹Ý C101 չλ´òÔìÁËÌÕ×íʽÌåÑéÇø£¬£¬£¬
£¬£¬£¬½Ó´ýÁÐλÂÃÐУ¡ÔÙ¼û£¡

½ñÈÕÐÐÒµ±¨¸æ¸üÐÂÐÐÒµ¶¯Ïò°¢ÀïÔÆWAICÂÛ̳£º ¡°AI±¬·¢²»¿¿Ò»Á½¿ÅоƬ¡±¡¢SaaS½«×ªÏò¡°°´Ð§¹û¸¶·Ñ¡±¡¢Ä£×Ó²»ÔÙÊÇΨһ½¹µã

µ±AI´Ó¡°ÄÜ˵»áд¡±×ßÏò¡°ÄÜ×ö»á¸É¡±£¬£¬£¬
£¬£¬£¬ÔÆÅÌËãµÄ½¹µãÓû§¡¢SaaSµÄÊÕ·Ñ·½Ê½¡¢ÆóÒµAIÂäµØµÄ»ù´¡ÉèÊ©£¬£¬£¬
£¬£¬£¬ÕýÔÚ±»ÖÇÄÜÌåÖØнç˵¡£¡£¡£¡£¡£

2026ÌìÏÂÈ˹¤ÖÇÄÜ´ó»áʱ´ú£¬£¬£¬
£¬£¬£¬ÔÚÉϺ£¾ÙÐеİ¢ÀïÔÆ¡°Agentic CloudÖÇÄÜÌåʱ´úµÄ»ù´¡ÉèÊ©ÂÛ̳¡±ÉÏ£¬£¬£¬
£¬£¬£¬°¢ÀïÔƼ°¹¤ÒµÍ¬°éΧÈÆAgent Infra¡¢Agentic Products¡¢AI Native Cloud¡¢Data Plane¡¢SecurityµÈÒéÌ⣬£¬£¬
£¬£¬£¬Åû¶Á˶àÏî²úÆ·Ï£Íû¡¢¹¤Òµ°¸ÀýºÍ»ù´¡ÉèÊ©Êý¾Ý¡£¡£¡£¡£¡£

ÕⳡÂÛ̳ûÓиø³öеIJÆÎñÊÕÈëÔöËÙ¡¢¶©µ¥»òÒµ¼¨Ö¸Òý£¬£¬£¬
£¬£¬£¬µ«´ÓÊг¡¹Ø×¢µÄ½Ç¶È¿´£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆÊͷŵĽ¹µãÐźÅÊÇ£ºAIÔƵľºÕùÕýÔÚ´Ó¼òµ¥Ä£×ÓÄÜÁ¦£¬£¬£¬
£¬£¬£¬À©Õ¹µ½ÍÆÀíЧÂÊ¡¢Êý¾Ýƽ̨¡¢AgentÔËÐÐʱ¡¢Çå¾²ÖÎÀíÒÔ¼°ÃæÏòӪҵЧ¹ûµÄ½»¸¶ÄÜÁ¦¡£¡£¡£¡£¡£»£»£»»¾ä»°Ëµ£¬£¬£¬
£¬£¬£¬AIÔƵÄÉÌÒµ»¯ÏëÏó¿Õ¼ä£¬£¬£¬
£¬£¬£¬ÕýÔÚ´Ó¡°ÂôËãÁ¦¡¢ÂôÄ£×ÓŲÓá±£¬£¬£¬
£¬£¬£¬½øÒ»²½×ßÏò¡°Ö§³ÖÖÇÄÜÌåÍê³ÉӪҵЧ¹û¡±¡£¡£¡£¡£¡£

¡°Ä£×Ó²»ÔÙÊÇΨһ½¹µã¡±£¬£¬£¬
£¬£¬£¬SaaS»ò´Ó¶©ÔÄתÏò°´Ð§¹û¸¶·Ñ

ÔÚÂÛ̳¶Ô»°»·½Ú£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆÖÇÄܼ¯ÍÅÊ×ϯÊÖÒÕ¹ÙÀî·É·ÉÓëPyTorch FoundationÖ´Ðж­ÊÂMark CollierÌÖÂÛÁËAI»ù´¡ÉèÊ©µÄÑݽø¡£¡£¡£¡£¡£

MarkÌá³öÒ»¸öÒªº¦Åжϣº¡°Ä£×Ó×Ô¼º²»ÔÙÊÇΨһµÄ½¹µã¡£¡£¡£¡£¡£Ä£×ÓËäÈ»ºÜÊÇÖ÷Òª£¬£¬£¬
£¬£¬£¬ËüÊÇÖÇÄÜÌåµÄ´óÄÔ¡£¡£¡£¡£¡£¡±ËûÒÔΪ£¬£¬£¬
£¬£¬£¬ÆóҵδÀ´»áͬʱʹÓöà¸öÄ£×Ó¡¢×ÔÑÐרÓÃÄ£×Ó£¬£¬£¬
£¬£¬£¬»ò½«¿ª·ÅȨÖØÄ£×Ó¶¨ÖƳɸüС¡¢¸ü´ó¡¢¸üרҵµÄ°æ±¾£¬£¬£¬
£¬£¬£¬¡°Äã²»µ«ÐèÒªµ÷ÀíÖÇÄÜÌå×Ô¼º£¬£¬£¬
£¬£¬£¬»¹ÐèÒªÈÃÖÇÄÜÌåÓëËùʹÓõÄÄ£×Ó½âñî¡£¡£¡£¡£¡£¡±

Àî·É·ÉÔò´ÓÉÌҵģʽ½Ç¶È½øÒ»²½Ö¸³ö£¬£¬£¬
£¬£¬£¬SaaSÐÐÒµµÄ¶¨¼ÛÂß¼­¿ÉÄܱ¬·¢×ª±ä£º

¡°×ݹÛÕû¸öSaaSÐÐÒµ£¬£¬£¬
£¬£¬£¬ÆóÒµ¹ºÖÃÈí¼þ·þÎñÊÇ°´Ð§¹û¸¶·Ñ¶©ÔÄ£¬£¬£¬
£¬£¬£¬¶ø²»ÊÇ°´×ÊÔ´ÏûºÄÁ¿¡ª¡ªCPUÖÜÆÚ»òÄÚ´æʹÓÃÁ¿¡ª¡ªÀ´¶¨¼ÛµÄ¡£¡£¡£¡£¡£¡±

ËûÅжϣ¬£¬£¬
£¬£¬£¬Êг¡½«ºÜ¿ìǨáãµ½ÖÇÄÜÌå·þÎñģʽ£º

¡°ÕâЩÖÇÄÜÌåÖ¼ÔÚ½â¾öÌض¨Ê¹ÃüºÍÌض¨ÎÊÌ⣬£¬£¬
£¬£¬£¬¶ø¿Í»§Îª×îÖÕЧ¹û¸¶·Ñ¡£¡£¡£¡£¡£¡±

MarkÒ²¸ø³öͬÑùÆ«ÏòµÄÅжϣº

¡°¿Í»§»á˵£ºÎÒ²»ÔÚºõ±¾Ç®£¬£¬£¬
£¬£¬£¬ÎÒ²»ÔÚºõÐèÒª¼¸¶àGPU£¬£¬£¬
£¬£¬£¬ÎÒÖ»ÏëΪЧ¹û¸¶·Ñ¡£¡£¡£¡£¡£µ«×ܵÃÓÐÈËΪËùÓÐÕâЩGPUºÍÊý¾ÝÖÐÐÄÂòµ¥¡£¡£¡£¡£¡£¡±

ÕâÒâζ×Å£¬£¬£¬
£¬£¬£¬¶ÔÔƳ§É̶øÑÔ£¬£¬£¬
£¬£¬£¬ºó¶Ë»ù´¡ÉèÊ©µÄÍÆÀíЧÂʺͱ¾Ç®ÓÅ»¯ÈÔÊÇÒªº¦¡£¡£¡£¡£¡£MarkÌáµ½£¬£¬£¬
£¬£¬£¬DeepSeekÍÆÀíÈí¼þÓÅ»¯°¸ÀýÏÔʾ£¬£¬£¬
£¬£¬£¬¡°Áù¸öÔÂÄÚ£¬£¬£¬
£¬£¬£¬token±¾Ç®½µµÍÁË60%¡±£¬£¬£¬
£¬£¬£¬²¢ÇÒ¡°ÔÚÍêÈ«ÏàͬµÄÓ²¼þÉÏʵÏÖÁ˽üÈý±¶µÄÍÌÍÂÁ¿¡±¡£¡£¡£¡£¡£

Token¡¢Agent¡¢Êý¾Ý¿âʵÀý£ºÐèÇó²àÖ¸±ê×îÏÈÈ¡´ú¼òµ¥Ä£×ÓÐðÊÂ

¹ú¼ÒÐÅÏ¢ÖÐÐĸ±Ö÷ÈÎÊ¢ÀÚÔÚ¿ª³¡Ñݽ²ÖÐÌåÏÖ£¬£¬£¬
£¬£¬£¬ÖÇÄÜÌåÕýÔÚ´Ó¿´·¨×ßÏò¹æÄ£ÂäµØ£¬£¬£¬
£¬£¬£¬È˹¤ÖÇÄÜÒ²ÔÚ´Ó¡°ÄÜ˵»áд¡±ÂõÏò¡°ÄÜ×ö»á¸É¡±¡£¡£¡£¡£¡£

ËûÌá³ö£¬£¬£¬
£¬£¬£¬ÖÇÄܾ­¼Ãʱ´úµÄ½¹µã¼ÆÁ¿·½Ê½ÕýÔÚת±ä£º

¡°¹¤Òµ¾­¼Ã¿´Ç§Íßʱ£¬£¬£¬
£¬£¬£¬»¥ÁªÍø¾­¼Ã¿´Á÷Á¿¡¢¿´±ÈÌØ£¬£¬£¬
£¬£¬£¬µ½ÁËÖÇÄܾ­¼Ãʱ´ú£¬£¬£¬
£¬£¬£¬TokenÕýÔÚ³ÉΪȨºâAIÏÖʵÉú²úÁ¦µÄÖ÷Òª±ê³ß¡£¡£¡£¡£¡£¡±

Ê¢ÀÚÅû¶£¬£¬£¬
£¬£¬£¬ÖйúÈÕ¾ùTokenŲÓÃÁ¿¡°Á½ÄêÄÚÍ»ÆÆ140ÍòÒڴΡ±¡£¡£¡£¡£¡£Ëû»¹ÌåÏÖ£¬£¬£¬
£¬£¬£¬Î´À´ËãÁ¦·þÎñģʽ½«¹ú¼Ê»¯£¬£¬£¬
£¬£¬£¬Ì½Ë÷¡°Àë°¶ËãÁ¦¡¢À´Êý¼Ó¹¤¡¢Token³öº£µÈÐÂÐÎ̬¡±¡£¡£¡£¡£¡£

ÔÚÔÆ×ÊԴʹÓò࣬£¬£¬
£¬£¬£¬°¢ÀïÔÆÊý¾Ý¿âÈÏÕæÈËÑîÐÁ¾ü¸ø³ö¸üÖ±½ÓµÄת±ä£ºÔƵĵÚÒ»Óû§ÕýÔÚ´ÓÈËÄð³ÉÖÇÄÜÌå¡£¡£¡£¡£¡£

ËûÌåÏÖ£¬£¬£¬
£¬£¬£¬DatabricksÊý¾ÝÏÔʾ£¬£¬£¬
£¬£¬£¬¡°80%µÄÊý¾Ý¿âʵÀýÊÇÓÉagentic´´Á¢µÄ£¬£¬£¬
£¬£¬£¬97%µÄ·ÖÖ§ÊÇÓÉagent½¨ÉèµÄ¡±¡£¡£¡£¡£¡£°¢ÀïÔÆÒ²ÊӲ쵽ÀàËÆÇ÷ÊÆ£º

¡°¿­Ê±AGPostgreSQLÊý¾Ý¿â×î½üÊÇÓÐ80%ÊÇÓÉagent½¨ÉèµÄ¡£¡£¡£¡£¡£¡±

¸üÏêϸµÄÊý¾ÝÊÇ£º

¡°ÒÑÍùÕûÕû5Ä꣬£¬£¬
£¬£¬£¬Õû¸öPostgreSQLÊý¾Ý¿â²îδ¼¸´´Á¢ÁË4Íò¸öʵÀý£¬£¬£¬
£¬£¬£¬×î½üÎÒÃÇÔÚÒÑÍùµÄ¼¸¸öÔµ±ÖоͿ´µ½agent½¨ÉèÁ˲îδ¼¸12Íò¸öÊý¾Ý¿â¡£¡£¡£¡£¡£¡±

ÑîÐÁ¾ü³Æ£¬£¬£¬
£¬£¬£¬Agent×ÔÖ÷½¨ÉèÊý¾Ý¿âµÄ»·±ÈÔöËÙµÖ´ï300%¡£¡£¡£¡£¡£Ëû×ܽá˵£º

¡°Êý¾ÝÊÇÔ½À´Ô½³ÉΪһ¸öÆóÒµAIÂäµØµÄ²Æ²úËùÔÚ¡£¡£¡£¡£¡£¡±

°¢ÀïÔÆÍÆKV»º´æ¡¢Agentic FSµÈ»ù´¡ÉèÊ©£¬£¬£¬
£¬£¬£¬³ÆÈ«Õ»AIÔÆ·þÎñ·Ý¶î40.1%

°¢ÀïÔÆÖÇÄܼ¯ÍÅÑз¢¸±×ܲᢵ¯ÐÔÅÌËãÈÏÕæÈËÎâ½áÉúÔÚÑݽ²ÖÐÌåÏÖ£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆÊÇ¡°È«ÇòÉÙÊý¼¸¸ö¾ß±¸È«Õ»AI»ù´¡ÉèÊ©ÄÜÁ¦µÄÔÆ·þÎñÉÌ¡±£¬£¬£¬
£¬£¬£¬ÆäÈ«Õ»ÄÜÁ¦ÁýÕÖIDC¡¢×ÔÑÐÓ²¼þºÍоƬ¡¢ÔƲúÆ··þÎñ¡¢Ç§ÎÊ´óÄ£×ӺͰÙÁ¶ÍÆÀí·þÎñ¡£¡£¡£¡£¡£

ËûÅû¶£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆÈ«Õ»AIÔÆ·þÎñÊг¡·Ý¶îΪ40.1%£¬£¬£¬
£¬£¬£¬²¢³Æ¡°º£ÄÚÖÁÉÙÓÐÒ»°ëµÄ´óÄ£×Ó¹«Ë¾¶¼ÅÜÔÚ°¢ÀïÔÆÉÏÃ桱¡£¡£¡£¡£¡£

ÔÚѵÁ·²à£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆÐû²¼»ùÓÚƽͷ¸çÕæÎäM890 AIоƬ¡¢ICN Switch 1.0оƬºÍÅ;ÃAI³¬µÈ·þÎñÆ÷½ÚµãµÄ¡°³¬½ÚµãʵÀý¡±¡£¡£¡£¡£¡£µ¥¸ö³¬½ÚµãÉèÖÃ64ÕÅ¿¨£¬£¬£¬
£¬£¬£¬¿¨¼ä»¥ÁªËÙÂÊ´ï800GB£¬£¬£¬
£¬£¬£¬Ã¿ÕÅM890оƬÉèÖÃ144GÏԴ棬£¬£¬
£¬£¬£¬ÕûÌ峬½ÚµãÏÔ´æµÖ´ï9TB¡£¡£¡£¡£¡£

Îâ½áÉú³Æ£¬£¬£¬
£¬£¬£¬M890×îÐÂоƬÔÚһЩ´óÄ£×ÓѵÁ·²âÊÔÖУ¬£¬£¬
£¬£¬£¬ÑµÁ·ÐÔÄܽÏÉÏÒ»´ú8101ÌáÉý3±¶¡£¡£¡£¡£¡£

ÔÚÍÆÀí²à£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆÐû²¼ÐµÄKV Cache Store´æ´¢ÏµÍ³£¬£¬£¬
£¬£¬£¬ÒÔÓ¦¶Ô³¤ÉÏÏÂÎÄ¡¢¶àÂÖ¶Ô»°ÏÂKV CacheÊý¾Ý±¬·¢Ê½ÔöÌí¡£¡£¡£¡£¡£Îâ½áÉúÌåÏÖ£¬£¬£¬
£¬£¬£¬¿Í»§POCÑéÖ¤ÖУ¬£¬£¬
£¬£¬£¬KV Cache Store¡°¿ÉÒÔÌá¸ß»º´æÖÀÖÐÂʸߴï20%¡±£¬£¬£¬
£¬£¬£¬´Ó¶ø½µµÍÍÆÀí±¾Ç®¡¢Ìá¸ßÍÆÀíЧÂÊ¡£¡£¡£¡£¡£

Ëû»¹Ìáµ½£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆTokenWorks¿Éʹģ×ÓÉÏÏß¡°´Ó¼¸ÌìϽµµ½¼¸Ê®·ÖÖÓ¡±£»£»£»»ùÓÚÈÝÆ÷µÄÍÆÀí·½°¸¿É½«ÀäÆô¶¯Ê±ÑÓ½µµÍ¸ß´ï90%£¬£¬£¬
£¬£¬£¬²¿·Ö¿Í»§GPUʹÓÃÂÊÌáÉý35%£¬£¬£¬
£¬£¬£¬Ã¿¸öTokenƽ¾ùÊä³öºÄʱ½µµÍ60%¡£¡£¡£¡£¡£

ÃæÏòAgentÔËÐÐʱ£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆÍƳöÇå¾²¸ôÀëɳÏä¡¢Agentic FSµÈÄÜÁ¦¡£¡£¡£¡£¡£Îâ½áÉú³Æ£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆ¿ÉÖ§³Ö¡°Ã¿·ÖÖÓ¿ìËÙÀ­Æð10Íò¼¶±ðɳÏ䡱£¬£¬£¬
£¬£¬£¬µ¥ÇøÓòÖ§³Ö°ÙÍò¼¶É³Ïä¹æÄ££»£»£»ÀäÆô¶¯Ê±¼ä¿É´ï°ÙºÁÃ뼶£¬£¬£¬
£¬£¬£¬ÈÈÆô¶¯Ê±¼äΪ10ºÁÃ뼶¡£¡£¡£¡£¡£

¡°AI±¬·¢²»¿¿Ò»Á½¿ÅоƬ¡±£¬£¬£¬
£¬£¬£¬Æ½Í·¸ç¿ªÔ´SealÈí¼þÕ»

ƽͷ¸ç°ëµ¼Ì帱×ܲø߻ÛÌåÏÖ£¬£¬£¬
£¬£¬£¬ÖÇÄÜÌåÓ¦ÓÃÕýÔÚÖØËÜÊý¾ÝÖÐÐĸºÔØ£¬£¬£¬
£¬£¬£¬¸ßƵЭͬ¡¢¹¤¾ßŲÓᢳ¤ÉÏÏÂÎÄÍÆÀí¶¼ÔÚÌôÕ½ËãÁ¦Ê¹ÓÃÂʺÍTCO¡£¡£¡£¡£¡£

ËýÇ¿µ÷£º

¡°ÕâЩÎÊÌâ¿¿Éý¼¶Ò»¿ÅоƬ¡¢Á½¿ÅоƬÊǽâ¾ö²»Á˵ģ¬£¬£¬
£¬£¬£¬ÐèÒªÔÚϵͳ¼¶×öÕûÌå½â¾ö·½°¸¡£¡£¡£¡£¡£¡±

ƽͷ¸çµÄ»Ø¸²ÊÇËã¡¢´æ¡¢ÍøÈ«Õ»Éý¼¶¡£¡£¡£¡£¡£¸ß»ÛÅû¶£¬£¬£¬
£¬£¬£¬ÕæÎäоƬ×èÖ¹½ñÄê4ÔÂÒѾ­³ö»õ56ÍòƬ£¬£¬£¬
£¬£¬£¬·þÎñ20¶à¸öÐÐÒµ¡¢400¶à¼Ò¿Í»§£¬£¬£¬
£¬£¬£¬³ÉΪ¡°º£ÄÚÓ¦Óó¡¾°×îÆÕ±éµÄAIоƬ¡±¡£¡£¡£¡£¡£

ͬʱ£¬£¬£¬
£¬£¬£¬Æ½Í·¸çÕýʽÐû²¼SealÈí¼þÕ»¿ªÔ´¿ª·Å¡£¡£¡£¡£¡£¸ß»ÛÚ¹ÊÍ£º

¡°AIʱ´úµÄÕæÕý±¬·¢£¬£¬£¬
£¬£¬£¬²»ÊÇÀ´×ÔÓÚijһ¿Å¡¢Ä³Á½¿ÅÕæÕýÇ¿µÄоƬ£¬£¬£¬
£¬£¬£¬¶ø»áÀ´×ÔÒ»Ì׸ü¿ª·Å¡¢¸üЭͬ¡¢¸ü¸ßЧµÄÈ«Õ»ËãÁ¦ÏµÍ³¡£¡£¡£¡£¡£¡±

Ëý»¹¸ø³öÉú̬ÊÊÅäÊý¾Ý£ºGitHubÉÏStar´óÓÚ10µÄÖ÷Á÷AI¿ÍÕ»ÓÐ3277¸ö£¬£¬£¬
£¬£¬£¬SealÒÑÊÊÅäÆäÖÐ3248¸ö£»£»£»Í¬Ê±ÁýÕÖPyTorch¡¢TensorFlow¡¢vLLM¡¢SGLangµÈ260¶à¸öÖ÷Á÷ѵÁ·ÍÆÀí¿ò¼Ü¡£¡£¡£¡£¡£

ÖÇÄÜÌåÂäµØ¹¤Òµ£ºÂú°ï³Æ˾»úʹÓÃÂÊ´Ó15%ÉýÖÁ35%£¬£¬£¬
£¬£¬£¬»õÔ´ÏìÓ¦¿ÉËõÖÁ3-5·ÖÖÓ

Âú°ï¼¯ÍÅAIËã·¨×ܼà¸ßÒÕÃú´ÓÎïÊ¢ÐÐÒµ¸ø³öÁËAgentÂäµØµÄ°¸Àý¡£¡£¡£¡£¡£ËûÌåÏÖ£¬£¬£¬
£¬£¬£¬ÎïÁ÷ƽ̨Agent»¯µÄʵÖÊÊÇ£º

¡°´ÓÈ˲Ù×÷Èí¼þ×ßµ½ÈËÍйÜÄ¿µÄ¡£¡£¡£¡£¡£¡±

ÔÚ»õÔ˳¡¾°ÖУ¬£¬£¬
£¬£¬£¬Ë¾»ú²»ÊÇÀ´APPÉÏ¡°Ë¢»õ¡±£¬£¬£¬
£¬£¬£¬¶øÊÇÓÐÃ÷È·Ä¿µÄ£ºÈ¥ÄÄ¡¢×¬¼¸¶àÇ®¡¢Äܲ»¿É×°¡¢Ô¸²»¿ÏÒâ¿ÕÊ»¡£¡£¡£¡£¡£¸ßÒÕÃú˵£º

¡°Ë¾»úµÄagent²»Êǻظ²Ã¿Ò»¾ä»°£¬£¬£¬
£¬£¬£¬¶øÊÇÒªÃ÷È·ÉÏÏÂÎÄ£¬£¬£¬
£¬£¬£¬Î¬»¤×´Ì¬£¬£¬£¬
£¬£¬£¬°ÑÄ¿µÄת»¯³É¿ÉÖ´ÐеÄÍýÏë¡£¡£¡£¡£¡£¡±

Âú°ïÉÏÏßÏà¹ØAgentϵͳºó£¬£¬£¬
£¬£¬£¬Ë¾»úʹÓÃÂÊ´Ó15%ÌáÉýµ½35%£¬£¬£¬
£¬£¬£¬Ê¹ÓùýÒ»´ÎºóµÄÏ´ÎÁô´æΪ71%¡£¡£¡£¡£¡£Ëû»¹Åû¶£¬£¬£¬
£¬£¬£¬Ë¾»úÌìÌìƽ¾ù»á»¨169·ÖÖÓÔÚƽ̨ÉÏ¿´»õ£¬£¬£¬
£¬£¬£¬¡°»òÐíÊÇ2.5¸öСʱ£¬£¬£¬
£¬£¬£¬ËûÉúÖÀÖеÄ10%¡±¡£¡£¡£¡£¡£

¸ßÒÕÃúÌåÏÖ£¬£¬£¬
£¬£¬£¬ÈôÊÇ°ÙÍò˾»ú¶¼½«Ä¿µÄÍйܸøϵͳ£¬£¬£¬
£¬£¬£¬Æ½Ì¨¹©Ó¦½«¡°·­10±¶¡±£»£»£»»õÔ´·¢³öºóµÄÏìӦʱ¼ä£¬£¬£¬
£¬£¬£¬Ò²ÓÐÍû´ÓÊ®¼¸¶þÊ®·ÖÖÓËõ¶Ìµ½3·ÖÖÓ¡¢5·ÖÖÓ¡£¡£¡£¡£¡£

Ëû×ܽáƽ̨δÀ´ÐÎ̬£º

¡°AgentÈÏÕæ´¦Àí²»È·¶¨ÐÔ£¬£¬£¬
£¬£¬£¬¶ø¹¤³ÌÈÏÕæÖ´ÐÐÈ·¶¨ÐÔ¡£¡£¡£¡£¡£×îºóƽ̨½ç˵ÔõôÑù¿ÉÐŵÄЭ×÷¡£¡£¡£¡£¡£¡±

´ÓDemoµ½Éú²ú£¬£¬£¬
£¬£¬£¬ÆóÒµÐèÒª¡°¿ÉÖÎÀí¡¢¿ÉÉó¼Æ¡¢¿É¸´Óá±µÄAgentƽ̨

°¢ÀïÔÆÖÇÄܼ¯ÍÅÔÆÔ­ÉúÓ¦ÓÃƽ̨ÈÏÕæÈËÖÜçùÖ¸³ö£¬£¬£¬
£¬£¬£¬ÒÑÍùÒ»ÄêÊг¡¿´µ½ÁË´ó×ÚÁîÈËÐ˷ܵÄAgent Demo£¬£¬£¬
£¬£¬£¬µ«¡°DemoºÍÉú²úÖ®¾àÀë×ÅÒ»ÌõºÜÊÇÉîµÄºè¹µ¡±¡£¡£¡£¡£¡£

ËûÒÔΪ£¬£¬£¬
£¬£¬£¬ÆóÒµÕæÕýµÄÌôÕ½²»ÊÇÓÐûÓÐAgent£¬£¬£¬
£¬£¬£¬¶øÊÇÔõÑùÈÃAgent¡°¿ç½ÇÉ«¡¢¿çϵͳ¡¢¿ç½çÏß¡±½øÈëÆóÒµÁ÷³Ì£¬£¬£¬
£¬£¬£¬²¢ÎȹÌЭ×÷¡£¡£¡£¡£¡£

°¢ÀïÔÆÌá³öÆóÒµÖÇÄÜÌåÈý²ã¼Ü¹¹£ºInfra¡¢DesktopºÍPlatform¡£¡£¡£¡£¡£ÆäÖÐInfraÌṩ¿ÉÐÅÔËÐÐÇéÐΣ¬£¬£¬
£¬£¬£¬DesktopÈÃAgent½øÈëÕæʵÊÂÇéÇéÐΣ¬£¬£¬
£¬£¬£¬PlatformÔòÈÏÕæ¹¹½¨¡¢ÖÎÀí¡¢Ð­×÷ºÍ½ø»¯¡£¡£¡£¡£¡£

ÖÜçùÅû¶£¬£¬£¬
£¬£¬£¬ÔÚ°¢ÀïÔÆÔÆÔ­ÉúÍŶÓÄÚ²¿£¬£¬£¬
£¬£¬£¬ÒÑͨ¹ýAgentϵͳ´®Áª¿ªÔ´¿ª·¢¡¢ÖÎÀí¡¢´ðÒɺÍÖÊÁ¿¸ú×Ù¡£¡£¡£¡£¡£ÏÖÔÚÔËÐÐ15¸öAgent£¬£¬£¬
£¬£¬£¬Ìṩ7¡Á24СʱÔÚÏß·þÎñ£¬£¬£¬
£¬£¬£¬¼ç¸º85%µÄÊÖÒÕ´ðÒÉ£¬£¬£¬
£¬£¬£¬Ê¹ÔËÓªÖ§³Öʱ³¤½µµÍ90%£¬£¬£¬
£¬£¬£¬ÐèÇóÏìӦʱ¼ä´Ó7ÌìѹËõÖÁ1Ìì¡£¡£¡£¡£¡£

¡°ÆóÒµ×îÖÕÓµÓеIJ»ÊÇÒ»ÅúAgent£¬£¬£¬
£¬£¬£¬¶øÊÇһ̨һÁ¬Éú²úAgent¡¢Ò»Á¬ÓÅ»¯Ê©Õ¹Æä¼ÛÖµµÄÆóÒµÊÂÇéÁ÷¡£¡£¡£¡£¡£¡±

Ó¦Óý»¸¶²à£ºÃëÎòÍŶӰ桢EnterÇ¿µ÷¡°´ÓÌìÉú´úÂëµ½½»¸¶¼ÛÖµ¡±

ÔÚÓ¦ÓÃÌìÉú²ãÃ棬£¬£¬
£¬£¬£¬°¢Àï°Í°ÍATHÊÂÒµ²¿MASSÓªÒµÏßÃëÎò¸±ÈÏÕæÈËÖܺãÃñÐû²¼ÃëÎòÍŶӰ档¡£¡£¡£¡£ËûÌåÏÖ£¬£¬£¬
£¬£¬£¬ÃëÎò¶¨Î»Îª¡°ÈËÈË¿ÉÓõÄAIÓ¦Óô´×÷ƽ̨¡±£¬£¬£¬
£¬£¬£¬Óû§¿Éͨ¹ý×ÔÈ»ÓïÑÔÌìÉúÍøÕ¾¡¢Ð¡³ÌÐò¡¢APPµÈ£¬£¬£¬
£¬£¬£¬²¢Ò»¼üÐû²¼Îª¿É»á¼ûµÄÉú²ú¼¶Ó¦Óᣡ£¡£¡£¡£

ÖܺãÃñÅû¶£¬£¬£¬
£¬£¬£¬×èÖ¹ÂÛ̳µ±Ì죬£¬£¬
£¬£¬£¬ÌìÌìÓÐÉÏÍòÃûÓû§ÔÚÃëÎòÉÏ´´×÷ºÍÐû²¼£¬£¬£¬
£¬£¬£¬´ó²¿·ÖûÓÐÊÖÒÕÅä¾°£¬£¬£¬
£¬£¬£¬°üÀ¨²úƷ˾Àí¡¢ÔËÓª¡¢ÏÈÉú¡¢Ñ§Éú¡¢Éè¼ÆʦºÍ´´ÒµÕß¡£¡£¡£¡£¡£

ÍŶӰæÔò½â¾öÆóÒµÌåÌùµÄͳһ²É¹º¡¢×ÊÔ´¹²Ïí¡¢×ʲúת½»¡¢È¨ÏÞÖÎÀíºÍÍŶÓЭͬÎÊÌâ¡£¡£¡£¡£¡£ÖܺãÃñ³Æ£º

¡°ÃëÎòÍŶӰæÍê³ÉµÄÊÇ´Ó¸öÈ˹¤¾ßµ½×éÖ¯Éú²úÁ¦Æ½Ì¨µÄÉý¼¶¡£¡£¡£¡£¡£¡±

Andr Pro²úÆ·ÈÏÕæÈËÁú¶«ºãÔò´Ó¡°Delivery Agent¡±½Ç¶ÈÇ¿µ÷£¬£¬£¬
£¬£¬£¬ÌìÉú´úÂëÖ»ÊǵÚÒ»²½£¬£¬£¬
£¬£¬£¬ÕæÕýµÄӪҵϵͳ»¹ÐèÒªÊý¾Ý¡¢°²ÅÅ¡¢È¨ÏÞ¡¢Çå¾²ºÍÒ»Á¬ÔËÓª¡£¡£¡£¡£¡£

¡°ÈË¿ÉÒÔ²»¶®Infra£¬£¬£¬
£¬£¬£¬µ«Agent±ØÐè¸ü¶®Infra¡£¡£¡£¡£¡£¡±

ÔÚËû¿´À´£¬£¬£¬
£¬£¬£¬Óû§Ëµ¡°°ïÎÒ×öÒ»¸öµã²Ëϵͳ¡±£¬£¬£¬
£¬£¬£¬AgentÒª×öµÄ²»µ«ÊÇ°ÑÍøÒ³×ö³öÀ´£¬£¬£¬
£¬£¬£¬»¹Òª¡°°ÑÊý¾Ý¿â´îÆðÀ´¡¢ÓòÃû·ÖÅäºÃ¡¢ÍøÕ¾°²ÅÅÍꡱ¡£¡£¡£¡£¡£Ëû×ܽ᣺

¡°Coding Agent¸ü¹Ø×¢´úÂ룬£¬£¬
£¬£¬£¬¶øDelivery Agent¸ü¹Øעȫ¾Ö¡£¡£¡£¡£¡£¡±

Çå¾²³ÉΪ¹æÄ£»£»£»¯Ìõ¼þ£º½ü40% AgentÏîÄ¿»òÒòÇå¾²·çÏÕʧ°Ü

°¢ÀïÔÆÖÇÄܼ¯ÍÅÔÆÇå¾²²úÆ·ÈÏÕæÈË×£½¨Ô¾ÌáÐÑ£¬£¬£¬
£¬£¬£¬AgentÔ½×ÔÖ÷£¬£¬£¬
£¬£¬£¬Çå¾²½çÏßÔ½Ö÷Òª¡£¡£¡£¡£¡£ËûÌåÏÖ£¬£¬£¬
£¬£¬£¬»úеÉí·ÝÊýÄ¿ÒѾ­Áè¼ÝÈËÀ࣬£¬£¬
£¬£¬£¬ÆóÒµÕý´¦ÔÚÈËÓëAgent¹²ÉúµÄÇéÐÎÖС£¡£¡£¡£¡£

ËûÒýÓÃÊý¾Ý³Æ£¬£¬£¬
£¬£¬£¬57%µÄÆóÒµÒѾ­°²ÅÅAgent£¬£¬£¬
£¬£¬£¬µ«GartnerÔ¤¼Æ£¬£¬£¬
£¬£¬£¬½ü40%µÄÏîÄ¿»áÓÉÓÚÇå¾²·çÏչܿØÎÊÌâʧ°Ü¡£¡£¡£¡£¡£

×£½¨Ô¾Ç¿µ÷£º

¡°AgentÇå¾²ÔÚµ±Ï²»ÔÙÊÇÒ»¸ö¿ÉÑ¡Ï£¬£¬
£¬£¬£¬ËüÊÇÓªÒµÉú³¤µ±ÖеıØÑ¡Ï£¬£¬
£¬£¬£¬·ñÔòÄãµÄAgentÖ»»á³ÉΪһ¸ö׼ʱµÄÕ¨µ¯¡£¡£¡£¡£¡£¡±

°¢ÀïÔÆÌá³öInfra²ã¡¢Ä£×ÓÍÆÀí·þÎñ²ã¡¢AgentÓ¦ÓòãÈý²ãͳһ·À»¤£¬£¬£¬
£¬£¬£¬²¢Ðû²¼AgentÇå¾²ÖÐÐÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬°üÀ¨×ʲúʶ±ð¡¢Îó²î¼ì²â¡¢AI Red Team¡¢ÔËÐÐʱÇå¾²¡¢ÈÕÖ¾ËÝÔ´µÈ¡£¡£¡£¡£¡£×£½¨Ô¾³Æ£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆÒÑÉÏÏß150ÏîÕë¶ÔAgentÎó²îµÄ¼ì²âÄÜÁ¦£¬£¬£¬
£¬£¬£¬²¢½«ÔËÐÐʱÇå¾²ÄÜÁ¦ÈÚÈë°ÙÁ¶ºÍAIÇå¾²Íø¹Ø£¬£¬£¬
£¬£¬£¬È«Á´Â·ÑÓʱ¿ØÖÆÔÚ100-120ºÁÃëÒÔÄÚ¡£¡£¡£¡£¡£

ÒÔÏÂÊÇÂÛ̳ʵ¼

Ö÷³ÖÈË 00:01Ò»´Î¶ÔЧÂʵÄ˼Ë÷£¬£¬£¬
£¬£¬£¬´úÂë×é³ÉÁË×î³õµÄ̽Ë÷¡£¡£¡£¡£¡£Ò»´Î¶Ô»úеÁé»êµÄ³©Ï룬£¬£¬
£¬£¬£¬ÈÃÓâÔ½ÓÐÁË¿ÉÄÜ¡£¡£¡£¡£¡£µ± Token ±¬·¢£¬£¬£¬
£¬£¬£¬µ±×ÔÖ÷Ðж¯ÊµÏÖ£¬£¬£¬
£¬£¬£¬ÓÚÊǽø»¯×îÏÈ¡£¡£¡£¡£¡£³ÉΪÁËÖ¸»Ó¼Ò£¬£¬£¬
£¬£¬£¬Ö¸»ÓÒ»¸ö¸ö¹è»ùµÄÍ·ÄÔ¡£¡£¡£¡£¡£³ÉΪÁËѧÕߣ¬£¬£¬
£¬£¬£¬¸üרҵ£¬£¬£¬
£¬£¬£¬³ýÁËknowledge£¬£¬£¬
£¬£¬£¬»¹ÓµÓÐÁËskills¡£¡£¡£¡£¡£µ±½ø»¯ÂÝÐýÉÏÉý£¬£¬£¬
£¬£¬£¬ÖÇÄÜÒ»Á¬½ø»¯£¬£¬£¬
£¬£¬£¬¾ÍÔÚÿһÌ죬£¬£¬
£¬£¬£¬ÔÚÿһ´¦Éú²úÁ¦ËùÐèµÄµØ·½£¬£¬£¬
£¬£¬£¬ÔÚÏÖÔÚ½ø»¯¡£¡£¡£¡£¡£Ö÷³ÖÈË 01:09½Ó´ýÀ´µ½ Agentic ʱ´ú£¡Ö÷³ÖÈË 01:17½Ó´ýÀ´µ½ 2026 ÌìÏÂÈ˹¤ÖÇÄÜ´ó»á£¬£¬£¬
£¬£¬£¬ÓÉ°¢ÀïÔÆÖ÷ÀíµÄ Agentic Cloud ÖÇÄÜÌåʱ´úµÄ»ù´¡ÉèÊ©ÂÛ̳¡£¡£¡£¡£¡£µ±ÖÇÄÜÌå³ÉΪÔÆÅÌËãµÄµÚÒ»Óû§£¬£¬£¬
£¬£¬£¬»ù´¡ÉèÊ©µÄÿһ´Î½ø»¯£¬£¬£¬
£¬£¬£¬¶¼ÔÚÖØËÜ AI ÓëÌìϽ»»¥µÄ·½Ê½¡£¡£¡£¡£¡£½ñÌìÎÒÃÇΧÈÆÖÇÄÜÌåÔ­ÉúµÄÔÆ¡¢ AI Ô­ÉúµÄÔÆ¡¢Çå¾²µÈÎå´óÒéÌâÕö¿ªÊÖÒÕ²ð½âÓë¶Ô»°£¬£¬£¬
£¬£¬£¬Õ¹ÏÖ AI È«Õ»ÄÜÁ¦ÔõÑùÇý¶¯ Agent ÂäµØǧÐаÙÒµ¡£¡£¡£¡£¡£Ê×ÏÈÓÐÇë¹ú¼ÒÐÅÏ¢ÖÐÐĸ±Ö÷ÈÎÊ¢ÀÚ´øÀ´¿ª³¡Ñݽ²£¬£¬£¬
£¬£¬£¬ÖÇÄÜÌåÊÖÒÕµÄÐÂÀ˳±Óëлù×ù£¬£¬£¬
£¬£¬£¬ÕÆÉù½Ó´ý£¡

¹ú¼ÒÐÅÏ¢ÖÐÐĸ±Ö÷ÈÎÊ¢ÀÚ£ºÌ½Ë÷¡°Àë°¶ËãÁ¦¡¢À´Êý¼Ó¹¤¡¢ Token³öº£¡±µÈÐÂÐÎ̬

Ê¢ÀÚ 02:13×ðÖصÄÁÐλÀ´±ö£¬£¬£¬
£¬£¬£¬ºÜÊÇÐË·ÜÓë¸÷ÈËÏà¾ÛÉϺ££¬£¬£¬
£¬£¬£¬ÔÚÕâÀïÅäºÏ̽ÌÖÈ˹¤ÖÇÄܵÄʱ´úÖ®ÎÊ¡£¡£¡£¡£¡£Éú³¤Ö®ÎÊ¡£¡£¡£¡£¡£×ÜÊé¼ÇÇ¿µ÷£¬£¬£¬
£¬£¬£¬È˹¤ÖÇÄÜ×÷ΪÒýÁìÐÂÒ»ÂֿƼ¼¸ïÃüºÍ¹¤ÒµÀå¸ïµÄÕ½ÂÔÐÔÊÖÒÕ£¬£¬£¬
£¬£¬£¬Éî¿Ì¸Ä±äÈËÀàÉú±¬·¢ÑÄ·½Ê½¡£¡£¡£¡£¡£Î§ÈÆÈ˹¤ÖÇÄÜÉú³¤£¬£¬£¬
£¬£¬£¬ÎÒ¹úʼÖÕ¼á³Öϵͳ½á¹¹¡¢·Öҵʩ²ß¡¢¿ª·Å¹²Ïí¡¢Çå¾²¿É¿Ø£¬£¬£¬
£¬£¬£¬ÍƸÐÈ˹¤ÖÇÄÜÓë¾­¼ÃÉç»á¸÷ÁìÓòÉî¶ÈÈںϣ¬£¬£¬
£¬£¬£¬¿ª´´ÁËÈ˹¤ÖÇÄܼÓÅÉú³¤µÄÐÂʱÊÆ¡£¡£¡£¡£¡£

Ê¢ÀÚ 02:59½ñÌ죬£¬£¬
£¬£¬£¬µ±ÖÇÄÜÌå´Ó¿´·¨ÈÈÒé×ßÏò¹æÄ£ÂäµØ£¬£¬£¬
£¬£¬£¬µ±È˹¤ÖÇÄÜ´ÓÄÜ˵»áдÂõÏòÄÜ×ö»á¸É£¬£¬£¬
£¬£¬£¬ÎÒÃÇÃæÁÙÒ»¸öÒªº¦ÎÊÌ⣬£¬£¬
£¬£¬£¬ÒÔÖÇÄÜÌåΪ´ú±íµÄÈ˹¤ÖÇÄÜÊÖÒÕ»áÏÆÆðÔõÑùµÄÀå¸ï£¿
£¿¶øÖ§³ÖÕⳡÀå¸ïµÄ»ù´¡ÊÇ·ñÒѾ­Í£µ±£¿
£¿ÎÒÏëÖØÐÂÀ˳±ºÍлù×ùÁ½¸öά¶ÈÀ´·ÖÏíÎÒµÄ˼Ë÷¡£¡£¡£¡£¡£»£»£»ØÍûÀúÊ·£¬£¬£¬
£¬£¬£¬´ÓÔçÆڵķûºÅϵͳµ½Ç¿»¯Ñ§Ï°£¬£¬£¬
£¬£¬£¬ÔÙµ½´óÓïÑÔÄ£×ÓÇý¶¯µÄÖÇÄÜÌ壬£¬£¬
£¬£¬£¬ÊÖÒÕµü´úµÄ½Ú×àÒ»Ö±¼ÓËÙ¡£¡£¡£¡£¡£½ñÌìµÄÖÇÄÜÌåÒѳÉΪÁËÓÐÍýÏëÄÜÁ¦¡¢»áŲÓù¤¾ß¡¢ÄÜ×ÔÖ÷Ö´ÐеÄÊý×ÖÀͶ¯Õß¡£¡£¡£¡£¡£Õâ²»Êǹ¦Ð§²ãÃæµÄ¼òÆÓµþ¼Ó£¬£¬£¬
£¬£¬£¬¶øÊÇÉú³¤·¶Ê½µÄÉî²ãԾǨ£¬£¬£¬
£¬£¬£¬ÆäÓ°ÏìÊÇÈ«·½Î»µÄ¡£¡£¡£¡£¡£ÔÚ¹¤Òµ¶Ë£¬£¬£¬
£¬£¬£¬ÖÇÄÜÔ­ÉúÕýÔÚÖع¹¼ÛÖµ´´Á¢µÄÂß¼­¡£¡£¡£¡£¡£ÖÇÄÜÔ­Éú²»ÊǸø¹Å°å²úÆ·¼ÓÒ»¸ö AI ¹¦Ð§£¬£¬£¬
£¬£¬£¬¶øÊÇ´ÓÉè¼ÆÖ®³õ¾ÍÒÔÈ˹¤ÖÇÄÜΪ½¹µãÒýÇæ¡£¡£¡£¡£¡£Êý¾ÝÇý¶¯½ø»¯£¬£¬£¬
£¬£¬£¬Ï½µµÍ¬Ðøµü´ú£¬£¬£¬
£¬£¬£¬ÖÇÄÜÔ­ÉúÆóÒµ´ßÉúÖÇÄÜÔ­Éú²úÆ·£¬£¬£¬
£¬£¬£¬ÖÇÄÜÔ­Éú²úÆ·ÔÐÓýÖÇÄÜÔ­ÉúµÄÏûºÄ£¬£¬£¬
£¬£¬£¬Ò»ÌõȫеļÛÖµÁ´ÌõÕýÔÚÖð²½Ðγɡ£¡£¡£¡£¡£Ê¢ÀÚ 04:25ÅãͬÖÇÄÜÔ­Éú¶øÀ´µÄÊÇ Token ¾­¼ÃµÄÑÜÉú¡£¡£¡£¡£¡£¹¤Òµ¾­¼Ã¿´Ç§Íßʱ£¬£¬£¬
£¬£¬£¬»¥ÁªÍø¾­¼Ã¿´Á÷Á¿¡¢¿´±ÈÌØ£¬£¬£¬
£¬£¬£¬µ½ÁËÖÇÄܾ­¼Ãʱ´ú£¬£¬£¬
£¬£¬£¬ Token ÕýÔÚ³ÉΪȨºâ AI ÏÖʵÉú²úÁ¦µÄÖ÷Òª±ê³ß¡£¡£¡£¡£¡£ÖйúÈÕ¾ù Token ŲÓÃÁ¿Á½ÄêÄÚÍ»ÆÆ 140 ÍòÒڴΣ¬£¬£¬
£¬£¬£¬Õâ¸öÊý×ֵı³ºóÊÇÅÉú³¤µÄ¡£¡£¡£¡£¡£Ê¢ÀÚ 04:52Ç¿¾¢Âö²«¡£¡£¡£¡£¡£ÔÚÉç»á²à£¬£¬£¬
£¬£¬£¬ÕⳡÀ˳±Ò²ÕýÔÚÖØËÜÉç»áÔËÐеÄÐÎ̬£¬£¬£¬
£¬£¬£¬ÈË»ú¹²ÉúÕýÔÚ´Ó¿´·¨×ßÏòÏÖʵ£¬£¬£¬
£¬£¬£¬»úе²»ÔÙÊǿẮµÄÉú²ú¹¤¾ß£¬£¬£¬
£¬£¬£¬¶øÊǾ߱¸¹²ÇéÊôÐԵġ£¡£¡£¡£¡£Êý×Öͬ°é£¬£¬£¬
£¬£¬£¬¹¤³§³µ¼äÀï¡¢Ò½ÔºÕïÊÒÖС¢Ð£Ô°¿ÎÌÃÉÏ¡¢ÉçÇø½ÖÏï¼ä£¬£¬£¬
£¬£¬£¬ÐéʵÈںϵĽçÏßÕýÔÚÏûÈÚ£¬£¬£¬
£¬£¬£¬¸ÐÖª½»»¥µÄ±ÚÀÝÒ»Á¬Ïû½â£¬£¬£¬
£¬£¬£¬ÈË»ú¹²ÉúµÄÉç»áͼ¾°ÕýÔÚÏòÎÒÃÇ·ºÆ𡣡£¡£¡£¡£Ê¢ÀÚ 05:35·ÅÑÛÈ«Çò£¬£¬£¬
£¬£¬£¬ÕⳡÀ˳±»¹ÔÚÖØËÜÈ«Çò¹¤ÒµµÄÃûÌ㬣¬£¬
£¬£¬£¬´Ó·þÎñÓÃÖÇ¡¢ÐÐÒµ¸»ÖÇ£¬£¬£¬
£¬£¬£¬µ½²úÆ·ÔØÖÇ¡¢Ô­ÉúÊýÖÇ¡£¡£¡£¡£¡£ËÄÀ๤ҵ³öº£Ä£Ê½²ã²ãµÝ½ø£¬£¬£¬
£¬£¬£¬´ÓÎïÀí»õÎïÉÌÒµµ½ÊýÖÇ·þÎñÉÌÒµ£¬£¬£¬
£¬£¬£¬´ÓÖÆÖÆÆ·Êä³öµ½ÖÆÔìÄÜÁ¦Êä³ö£¬£¬£¬
£¬£¬£¬´Ó½ÓÈëÈ«Çò¹¤ÒµÁ´µ½½ç˵ȫÇò¼ÛÖµÁ´£¬£¬£¬
£¬£¬£¬´ÓÆóÒµµ¥±ø³öº£µ½ÄÜÁ¦ÏµÍ³³öº££¬£¬£¬
£¬£¬£¬ËÄÖØÈ«ÇòÉú³¤Ç±Á¦Ò»Á¬µÄÊÍ·Å£¬£¬£¬
£¬£¬£¬ÎÒÃÇÕýÔÚÒÔÖÇÄÜÊÖÒÕΪȫÇòÉú³¤Ð¢Ë³Êµ×ÅʵÔÚµÄÖйúʵÁ¦¡£¡£¡£¡£¡£Ê¢ÀÚ 06:16ÖÇÄÜÌåʱ´ú¶ÔËãÁ¦»ù´¡ÉèÊ©Ìá³öµÄÐèÇóÊÇÇ㸲ÐԵġ£¡£¡£¡£¡£¸üÖǻ۵ÄÖÇÄÜÌåµÄ±³ºó£¬£¬£¬
£¬£¬£¬ÊDzÎÊý¹æÄ£Ö¸ÊýÅÊÉýµÄ´óÄ£×Ó£¬£¬£¬
£¬£¬£¬ÑµÁ·ÓëÍÆÀíµÄËãÁ¦ÐèÇóº£Á¿ÔöÌí£¬£¬£¬
£¬£¬£¬ËãÁ¦»ù´¡ÉèÊ©µÄÊÖÒÕÉý¼¶Óë¹æÄ£»£»£»¯½á¹¹ÆÈÔÚü½Þ¡£¡£¡£¡£¡£ËãÁ¦ÊÇÊý×Ö¾­¼Ãʱ´úµÄÉú²úÁ¦£¬£¬£¬
£¬£¬£¬ËãÁ¦ÍøÊÇÖ§³ÖÊý×Ö¾­¼Ã¸ßÖÊÁ¿Éú³¤µÄÒªº¦»ù´¡ÉèÊ©¡£¡£¡£¡£¡£Öйú½üÄê¼ÓËÙ¹¹½¨ÌìÏÂÒ»Ì廯ËãÁ¦Íø¡£¡£¡£¡£¡£ÐγÉÒÔ°Ë´ó¹ú¼ÒËãÁ¦ÊàŦ¡¢ 10 ¸ö¹ú¼ÒËãÁ¦¼¯Èº¡£¡£¡£¡£¡£Èý¸öËãµçЭͬÉú³¤ÇøÓòΪÖصãµÄ 8 + 10 + 3 ËãÁ¦¿Õ¼ä½á¹¹£¬£¬£¬
£¬£¬£¬ÌìÏÂËãÁ¦»ù´¡ÉèÊ©×ÜÁ¿¹æÄ£¿
£¿ìËÙÔöÌí£¬£¬£¬
£¬£¬£¬ËãµçЭͬÉîÈëÍƽø£¬£¬£¬
£¬£¬£¬ËãÍøÈںϼÓËÙÉú³¤¡£¡£¡£¡£¡£Ê®ÎåÍýÏë¸ÙÒª½«ÌìÏÂÒ»Ì廯ËãÁ¦ÍøÁÐÈë 109 ÏîÖش󹤳̣¬£¬£¬
£¬£¬£¬ËãÁ¦ÍøÓëË®Íø¡¢µçÍøµÈ²¢ÁÐÁùÕÅÍø£¬£¬£¬
£¬£¬£¬½ñÄêµÄͶ×ʹæÄ£Áè¼Ý7ÍòÒÚÔª¡£¡£¡£¡£¡£Ê¢ÀÚ 07:29ÃæÏòδÀ´£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒªÕÆÎÕÎå¸öÉú³¤Ç÷ÊÆ¡£¡£¡£¡£¡£Ò»ÊÇÖÇËãÖÐÐĽ¨É輯Լ»¯£¬£¬£¬
£¬£¬£¬Æƽâ AI ËãÁ¦»ÄµÄÏÖʵÄÑÌâ¡£¡£¡£¡£¡£¶þÊÇÇøÓòËãÁ¦½á¹¹Ð­Í¬»¯£¬£¬£¬
£¬£¬£¬ÊµÏÖÌìÏÂËãÁ¦¶¯Ì¬Æ½ºâµ÷Àí¡£¡£¡£¡£¡£ÈýÊÇËãÁ¦ÉèÊ©Éú³¤ÂÌÉ«»¯£¬£¬£¬
£¬£¬£¬ÈÃËãÁ¦ÔËÐиúÉÏ˫̼ĿµÄ³ÌÐò¡£¡£¡£¡£¡£ËÄÊÇËãÁ¦¹©Ó¦·þÎñÆջݻ¯£¬£¬£¬
£¬£¬£¬´òÔìÊý×Öʱ´úµÄÐÂÊÐÕò¡£¡£¡£¡£¡£ÎåÊÇËãÁ¦·þÎñģʽ¹ú¼Ê»¯£¬£¬£¬
£¬£¬£¬Ì½Ë÷Àë°¶ËãÁ¦¡¢À´Êý¼Ó¹¤¡¢ Token ³öº£µÈÐÂÐÎ̬¡£¡£¡£¡£¡£Í¬Ê±£¬£¬£¬
£¬£¬£¬ÒªÍ³³ïºÃÎå¸ö¹Øϵ¡£¡£¡£¡£¡£¼æ¹ËÈ«¾Öͳ³ïÓëÇøÓòЭͬ£¬£¬£¬
£¬£¬£¬ËãÁ¦¹©Ó¦ÓëÁ¢ÒìÓ¦Ó㬣¬£¬
£¬£¬£¬ÊÖÒÕÇ°Õ°ÓëÆջݷþÎñ£¬£¬£¬
£¬£¬£¬¹æÄ£½¨ÉèÓë¸ßЧÔËÓª£¬£¬£¬
£¬£¬£¬×ÔÖ÷¿É¿ØÓ뿪·Å¼æÈÝ£¬£¬£¬
£¬£¬£¬×ß³öÒ»Ìõ¾ßÓÐÖйúÌØÉ«µÄËãÁ¦Éú³¤õ辶¡£¡£¡£¡£¡£Ê¢ÀÚ 08:29ÁÐλͬÈÊ£¬£¬£¬
£¬£¬£¬ÕâÊÇÒ»³¡Éî¿ÌµÄÊÖÒÕÀå¸ï£¬£¬£¬
£¬£¬£¬À˳±Ö®ÏÂûÓÐÈËÊÇÅÔ¹ÛÕߣ¬£¬£¬
£¬£¬£¬»ù×ùÖ®ÉÏÈËÈ˶¼Êǽ¨ÉèÕß¡£¡£¡£¡£¡£½ñÄêÀ´£¬£¬£¬
£¬£¬£¬¹ú¼ÒÐÅÏ¢ÖÐÐÄÈ«·½Î»¡¢ÉîÌõÀí¡¢ÏµÍ³ÐÔ¿ªÕ¹È˹¤ÖÇÄÜÉú³¤Õ½ÂÔÍýÏë¡¢Õþ²ßÑо¿¡£¡£¡£¡£¡£ÍƽøÊÖÒÕ¡¢Éú̬¡¢ÐÎÊÆÆÊÎöºÍÑÐÅУ¬£¬£¬
£¬£¬£¬ÎÒÃǽ«Ê¼ÖÕÓë¹ú¼ÒÕ½ÂÔͬƵ£¬£¬£¬
£¬£¬£¬Ó빤ҵÉú³¤¹²Õñ£¬£¬£¬
£¬£¬£¬ÅäºÏÍƶ¯ÖйúÈ˹¤ÖÇÄÜÊÂÒµÐÐÎÈÖÂÔ¶£¬£¬£¬
£¬£¬£¬Ð»Ð»¸÷ÈË£¡

°¢Àï°Í°ÍATHÊÂÒµ²¿MASS ÓªÒµÏßÃëÎò¸±ÈÏÕæÈËÖܺãÃñ£º°¢ÀïÐû²¼AI´´×÷ƽ̨¡°ÃëÎò¡±ÍŶӰ棬£¬£¬
£¬£¬£¬¡°Íê³É´Ó¸öÈ˹¤¾ßµ½×éÖ¯Éú²úÁ¦Æ½Ì¨µÄÉý¼¶¡±

Ö÷³ÖÈË 09:20ллʢÀÚ¸±Ö÷ÈΣ¬£¬£¬
£¬£¬£¬½ÓÏÂÀ´½øÈë²úÆ·ÖØ°õÐû²¼»·½Ú£¬£¬£¬
£¬£¬£¬ÓÐÇë°¢Àï°Í°Í ATH ÊÂÒµ²¿ MASS ÓªÒµÏßÃëÎò¸±ÈÏÕæÈËÖܺãÃñ£¬£¬£¬
£¬£¬£¬ÕÆÉù½Ó´ý¡£¡£¡£¡£¡£ÖܺãÃñ 09:45ÁÐλÀ´±ö£¬£¬£¬
£¬£¬£¬¸÷ÈËÉÏÎçºÃ£¡½ñÌìºÜÊÇÐË·ÜΪ¸÷ÈËÏÈÈÝÃëÎò£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÎÒÃǼ´½«ÍƳöµÄÃëÎòÍŶӰ档¡£¡£¡£¡£ÒÑÍù¼¸Ä꣬£¬£¬
£¬£¬£¬´óÄ£×ÓÊÖÒÕ·ÉËÙÉú³¤£¬£¬£¬
£¬£¬£¬¸÷ÈËÒ²ÒѾ­²»ÔÙÖª×ãÓÚÓë AI ̸Ì죬£¬£¬
£¬£¬£¬¶øÊÇÏ£ÍûËûÃÇÄܹ»°ïÎÒÃÇÍê³É¸ü¶àµÄÊÂÇ飬£¬£¬
£¬£¬£¬ÉõÖÁ³ÉΪ¿­Ê±AGÊý×ÖÔ±¹¤¡£¡£¡£¡£¡£ÎÒÃÇÒ²Ò»Ö±ÔÚ˼Ë÷¡£¡£¡£¡£¡£»£»£»ùÓÚ¿­Ê±AGÌص㣬£¬£¬
£¬£¬£¬¿ÉÒÔÌṩһ¿îʲôÑùµÄ²úÆ·£¬£¬£¬
£¬£¬£¬Äܹ»ÈÃÓû§µÄÏë·¨¿ìËÙµÄʵÏÖ£¬£¬£¬
£¬£¬£¬Äܹ»Äð³ÉÕæÕý¿ÉÒÔÂíÉÏÉÏÏßʹÓõÄÓ¦Óᣡ£¡£¡£¡£Õâ¾ÍÊÇÃëÎò½µÉúµÄ³õÖ¾¡£¡£¡£¡£¡£ÖܺãÃñ 10:18ÎÒÃÇ°ÑÃëÎò½ç˵ΪÈËÈË¿ÉÓÃµÄ AI Ó¦Óô´×÷ƽ̨£¬£¬£¬
£¬£¬£¬ËüÌṩÁ˼¸Ïî½¹µãµÄÄÜÁ¦¡£¡£¡£¡£¡£Ê×ÏÈÊÇÈ«Õ»µÄÌìÉúÄÜÁ¦£¬£¬£¬
£¬£¬£¬Óû§Ö»ÐèҪͨ¹ý×ÔÈ»ÓïÑÔ¸úËü½»»¥£¬£¬£¬
£¬£¬£¬¾Í¿ÉÒÔ¿ìËÙµÄÌìÉúÍøÕ¾¡¢Ð¡³ÌÐò¡¢ APP µÈ¡£¡£¡£¡£¡£Í¬Ê±Í¨¹ýÎÞ·ìµÄ½ÓÈë°¢ÀïÔƵĵײã×ÊÔ´£¬£¬£¬
£¬£¬£¬ÃëÎòÄܹ»Ò»Õ¾Ê½µÄ¼¯³ÉÇ°ºó¶ËÊý¾Ý¿â¡£¡£¡£¡£¡£µÇ¼ÈÏÖ¤¡¢ AI ´óÄ£×ÓµÈÄÜÁ¦£¬£¬£¬
£¬£¬£¬Öª×ã²î±ð³¡¾°µÄÐèÇ󡣡£¡£¡£¡£ÖܺãÃñ 10:44Æä´Î£¬£¬£¬
£¬£¬£¬ÃëÎòÌṩÁ˼«ËÙÌìÉúµÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬Í¨Ì«¹ýȺģʽ£¬£¬£¬
£¬£¬£¬ÎÒÃÇ¿ÉÒÔ°ÑÖØ´óµÄʹÃü²ð½â³É¿É²¢ÐеÄ×ÓʹÃü£¬£¬£¬
£¬£¬£¬¶à¸ö agent Эͬ¿ìËÙµÄÑз¢£¬£¬£¬
£¬£¬£¬´ó·ùµÄËõ¶Ì¿ª·¢Ê±¼ä¡£¡£¡£¡£¡£»£»£ÉÐÓкÜÖ÷ÒªµÄÒ»µãÊÇÒ»¼üÐû²¼µÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬Ðí¶à AI ¹¤¾ß¿ÉÄÜÊÇ¿ÉÒÔ×ÊÖú¸÷ÈËÍê³É´úÂëµÄ׫д£¬£¬£¬
£¬£¬£¬¿ÉÊÇÄØ£¬£¬£¬
£¬£¬£¬ÀëÕæÕýµÄÐû²¼ÉÐÓÐÐí¶àµÄÊÂÇéÒª×ö¡£¡£¡£¡£¡£¶øÃëÎòÔÚÌìÉúÓ¦ÓÃÖ®ºó£¬£¬£¬
£¬£¬£¬Äܹ»Í¨¹ýÒ»¼üÐû²¼£¬£¬£¬
£¬£¬£¬ÈÃÓ¦ÓÿìËÙµÄÉÏÏߣ¬£¬£¬
£¬£¬£¬Äð³É¿ÉÒÔÕæÕý»á¼ûµÄÉú²ú¼¶Ó¦Óᣡ£¡£¡£¡£ÏÂÃæÇë¸÷ÈË¿´Ò»¸öС¶ÌƬ¡£¡£¡£¡£¡£ÖܺãÃñ 12:10ͨ¹ýÊʲŵÄÏÈÈÝ£¬£¬£¬
£¬£¬£¬ÏàП÷È˶ÔÃëÎòµÄ»ù±¾ÄÜÁ¦ÓÐÁËÒ»¸ö»òÐíµÄÏàʶ¡£¡£¡£¡£¡£³ýÁËÓû§¿ÉÒÔÖ±½Ó»á¼ûµÄÍøÒ³¶ËÒÔÍ⣬£¬£¬
£¬£¬£¬ÎÒÃÇ»¹½«ÃëÎòÒ»¼ü°²ÅŵÄÄÜÁ¦¿ª·Å³öÀ´£¬£¬£¬
£¬£¬£¬ÍƳöÁËÃëÎòCLI¡£¡£¡£¡£¡£Ò»¸ö¸ø agent ʹÓõÄÏÂÁîÐй¤¾ß¡£¡£¡£¡£¡£Ðí¶àÓû§¿ÉÄÜÒѾ­Ï°¹ßͨ¹ýÖÖÖÖ agent È¥¿ª·¢Ó¦Ó㬣¬£¬
£¬£¬£¬ºÃ±ÈCoder¡¢ Codex µÈ¡£¡£¡£¡£¡£¿ÉÊÇ¿ª·¢Íê³ÉÖ®ºó£¬£¬£¬
£¬£¬£¬ÈÔÈ»ÊDZ£´æÓÚÍâµØµÄÏîÄ¿£¬£¬£¬
£¬£¬£¬ÀëÕæÕýµÄÉÏÏßÉÐÓÐÐí¶àÊÂÇéÒª×ö¡£¡£¡£¡£¡£¶øÃëÎòµÄ CLI Ï£Íû×ÊÖú agent Íê³ÉÓ¦ÓõĽ¨Éèµ½Ðû²¼µÄ×îºóÒ»¹«Àï¡£¡£¡£¡£¡£Í¨¹ýÒýÈëÃëÎòCLI£¬£¬£¬
£¬£¬£¬Óû§¿ÉÒÔʹÓÃ×Ô¼ºÊìϤµÄ agent ¾ÙÐпª·¢£¬£¬£¬
£¬£¬£¬ÔÙʹÓÃÒ»Ìõ×ÔÈ»ÓïÑÔµÄÖ¸Á£¬£¬
£¬£¬£¬¾Í¿ÉÒÔÍêÓñ³ÉÕ»Ó¦ÓõÄ×Ô¶¯»¯°²ÅÅ¡£¡£¡£¡£¡£²¢ÇÒÎÒÃÇ»¹ÎªÓ¦ÓÃÌṩÁËÃâ·ÑµÄ¹«ÍøÓòÃû£¬£¬£¬
£¬£¬£¬ÈÃÓû§ÕæÕý×öµ½Ðû²¼¡£¡£¡£¡£¡£¾Í¿ÉÒÔʹÓ㬣¬£¬
£¬£¬£¬¿ÉÒÔ·ÖÏí£¬£¬£¬
£¬£¬£¬¿ÉÒÔÈö²¥¡£¡£¡£¡£¡£ÖܺãÃñ 13:01ÃëÎòÕÕ¾ÉÒ»¿î½ÏÁ¿ÐµIJúÆ·£¬£¬£¬
£¬£¬£¬´ÓÉÏÏßÒÔÀ´»ñµÃÁ˺ÜÊǶàµÄÓû§µÄ¹Ø×¢ºÍʹÓ㬣¬£¬
£¬£¬£¬Óû§Ò²ÎªÎÒÃÇÌṩÁ˺ÜÊǶàºÃµÄ½¨Ò飬£¬£¬
£¬£¬£¬´ß´ÙÎÒÃÇÒ»Ö±µÄÉú³¤¡£¡£¡£¡£¡£×èÖ¹½ñÌ죬£¬£¬
£¬£¬£¬ÌìÌìÓÐÉÏÍòÃûÓû§ÔÚÃëÎòÉϾÙÐд´×÷£¬£¬£¬
£¬£¬£¬¾ÙÐÐÐû²¼£¬£¬£¬
£¬£¬£¬¶øËûÃǴ󲿷ֶ¼ÊÇûÓÐÊÖÒÕÅä¾°µÄ£¬£¬£¬
£¬£¬£¬ÓвúƷ˾Àí¡¢ÔËÓª£¬£¬£¬
£¬£¬£¬ÓÐÏÈÉú¡¢Ñ§Éú£¬£¬£¬
£¬£¬£¬ÉÐÓÐÉè¼Æʦ£¬£¬£¬
£¬£¬£¬ÉÐÓд´ÒµÕß¡£¡£¡£¡£¡£ËûÃÇÔÚÃëÎòÉϽ¨ÉèÁË´ó×ÚµÄÓ¦Ó㬣¬£¬
£¬£¬£¬ÓйÙÍø¡¢ÊÊÓù¤¾ßµÈµÈ£¬£¬£¬
£¬£¬£¬¿ÉÒÔ¿´µ½Ó¦ÓõĴ´Á¢Õß²»ÔÙÖ»ÊÇÑз¢Ö°Ô±£¬£¬£¬
£¬£¬£¬¶øÊÇÿһ¸öÓÐÏë·¨µÄÈË¡£¡£¡£¡£¡£ÖܺãÃñ 13:37ÕâÀïÊÇһЩÓû§µÄ×÷Æ·¼¯£¬£¬£¬
£¬£¬£¬ÄÚÀïÓнçÃæºÜÊÇÑŹ۵ÄÊÖÒÕÒÕÊõµÄ×÷Æ·¼¯£¬£¬£¬
£¬£¬£¬Ò²ÓÐÐÅÏ¢¸»ºñµÄ¸öÈËÖ÷Ò³£¬£¬£¬
£¬£¬£¬ÉÐÓÐÓÐȤµÄСÓÎÏ·£¬£¬£¬
£¬£¬£¬ÉÐÓÐÊÊÓõÄС¹¤¾ßµÈ¡£¡£¡£¡£¡£ÎÒÃÇÒ²·¢Ã÷ºÜÊǶàµÄÆóÒµ³¡¾°µÄÓ¦ÓÃÕ¼±ÈºÜÊǸߣ¬£¬£¬
£¬£¬£¬ÕâÀïÓÐÈý¸ö°¸Àý£¬£¬£¬
£¬£¬£¬µÚÒ»¸öÊÇÓÃÓÚÊг¡ÍƹãµÄÓªÏú¹¤¾ß£¬£¬£¬
£¬£¬£¬ÕâÀﶼÊÇÕæʵµÄ¿Í»§µÄ°¸Àý¡£¡£¡£¡£¡£»£»£ÉÐÓÐÔÚ½ÌÓý³¡¾°µÄÓ¢ÓïÖÇÄÜѧϰƽ̨£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÃæÏòÍâóÍؿ͵Ä×ÔÁ¦Õ¾µÈ¡£¡£¡£¡£¡£Ëæ×ÅÆóÒµÓû§µÄÔöÌí£¬£¬£¬
£¬£¬£¬ÎÒÃÇ·¢Ã÷¸öÈË°æËäÈ»Äܹ»×ÊÖú¸öÈËÍê³É¿ìËٵĴ´×÷£¬£¬£¬
£¬£¬£¬µ«ÆóÒµÌåÌùµÄÎÊÌâ×Åʵ»¹Ã»Óб»ºÜºÃµÄ½â¾ö¡£¡£¡£¡£¡£ºÃ±ÈÐí¶àÓû§»áÎÊÎÒÃÇ£¬£¬£¬
£¬£¬£¬Í³Ò»²É¹ºÔõô×ö£¿
£¿×ÊÔ´Ôõô¹²Ïí£¿
£¿ÈôÊÇÍŶӵÄÖ°Ô±Á÷¶¯£¬£¬£¬
£¬£¬£¬ÕâЩ×ʲúÔõôȥת½»£¿
£¿ÒÔ¼°È¨ÏÞÔõôÖÎÀí£¿
£¿ÉÐÓÐÍŶÓÔõÑùЭһÂɵȣ¬£¬£¬
£¬£¬£¬ÕâЩÎÊÌâÔÚ¸öÈ˹¤¾ß²ãÃ涼ÉÐÓдý½â¾ö¡£¡£¡£¡£¡£Òò´Ë½ñÌìÎÒÃÇÍƳöÃëÎòÍŶӰ棬£¬£¬
£¬£¬£¬ÔÚ¸öÈË°æµÄ»ù´¡ÉÏ£¬£¬£¬
£¬£¬£¬ÍŶӰæÌṩÁËÒÔÏÂÄÜÁ¦¡£¡£¡£¡£¡£ÖܺãÃñ 14:41Ê×ÏÈÊÇͳһµÄÉí·ÝÖÎÀí£¬£¬£¬
£¬£¬£¬ÆóÒµ³ÉÔ±¿ÉÒÔÖ±½ÓʹÓð¢ÀïÔƵġ£¡£¡£¡£¡£Õ˺Żò RAM ×ÓÕ˺ÅÖ±½ÓµÇ¼£¬£¬£¬
£¬£¬£¬¶ø²»ÐèҪÿ¸öÈËÈ¥µ¥¶ÀµÄ×¢²á¡£¡£¡£¡£¡£µÚ¶þÊÇͳһµÄ²É¹ºÓë¶î¶È¹Ü¿Ø£¬£¬£¬
£¬£¬£¬Í¨¹ýÍŶÓͨ¹ýͳһµÄ²É¹ºÏ¯Î»¡¢Ôö¹º»ý·Ö£¬£¬£¬
£¬£¬£¬ÖÎÀíÔ±¿ÉÒÔÎÞаµÄ·ÖÅä¶î¶È£¬£¬£¬
£¬£¬£¬ÈÃÈ«Ô±¿ÉÓᣡ£¡£¡£¡£µÚÈýÊÇÍŶÓ×ʲúµÄ¹²ÏíÓëÖÎÀí£¬£¬£¬
£¬£¬£¬ÎÞÂÛÊdzÉÔ±½¨ÉèµÄÓ¦Ó㬣¬£¬
£¬£¬£¬ÕÕ¾ÉÍŶӽ¨ÉèµÄרÊôµÄÊÖÒÕ¿âÒÔ¼°µ×²ãµÄÔÆ×ÊÔ´£¬£¬£¬
£¬£¬£¬¶¼¿ÉÒÔ¹éÊôÓÚÍŶÓͳһÀ´ÖÎÀí¡£¡£¡£¡£¡£µÚËÄÊÇϸÄ廯µÄȨÏÞÖÎÀí£¬£¬£¬
£¬£¬£¬ÎÒÃÇÖ§³ÖËùÓÐÕß¡¢ÖÎÀíÕß¡¢Í¨Ë׳ÉÔ±ÈýÖÖ½ÇÉ«¡£¡£¡£¡£¡£ÈÃÆóÒµÄܹ»·Ö½ÇÉ«ÖÎÀíÊÚȨ£¬£¬£¬
£¬£¬£¬¾ÙÐиßЧµÄЭ×÷¡£¡£¡£¡£¡£»£»£»ùÓÚÍŶӰæµÄй¦Ð§£¬£¬£¬
£¬£¬£¬ÆóÒµ¿ÉÒÔ¸üºÃµÄʵÏÖ×ÊÔ´µÄÎÞаÉèÖ㬣¬£¬
£¬£¬£¬ÈÃÿһ·ÝͶÈ붼»ñµÃ¸ü¸ßЧµÄʹÓᣡ£¡£¡£¡£Í¨¹ý¸üÇåÎúµÄȨÏÞÖÎÀí£¬£¬£¬
£¬£¬£¬ÈÃÃëÎò¿ÉÒÔÕæÕý³ÉΪÕû¸öÍŶÓÅäºÏµÄÉú²úÁ¦¹¤¾ß¡£¡£¡£¡£¡£ÖܺãÃñ 15:41ÉÐÓкÜÖ÷ÒªµÄÒ»µã£¬£¬£¬
£¬£¬£¬¾ÍÊÇÕû¸öÍŶÓ×ʲúµÄ³Áµí¡£¡£¡£¡£¡£ÆóÒµÀÛ»ýµÄ²»µ«ÊÇ´úÂ룬£¬£¬
£¬£¬£¬ÉÐÓÐ×Ô¼ºµÄÓ¦ÓÃÉú̬¡¢×¨ÊôµÄÊÖÒÕ¡¢ÓªÒµµÄÁ÷³Ì¡¢ÁìÓò֪ʶµÈµÈ¡£¡£¡£¡£¡£ÕâЩ¶¼»áÒ»Á¬³Áµí£¬£¬£¬
£¬£¬£¬³ÉΪÆóÒµºã¾ÃµÄÊý×Ö×ʲú¡£¡£¡£¡£¡£ÒÔÊÇÃëÎòÍŶӰæÍê³ÉµÄÊÇ´Ó¸öÈ˹¤¾ßµ½×éÖ¯Éú²úÁ¦Æ½Ì¨µÄÉý¼¶¡£¡£¡£¡£¡£ÏÂÃæÎÒ¼òÆÓÏÈÈÝÒ»ÏÂÃëÎòÍŶӰæµÄʹÓ÷½Ê½¡£¡£¡£¡£¡£ÎÒÃÇ¿ÉÒÔ£¬£¬£¬
£¬£¬£¬ÍŶӵÄÈÏÕæÈË»òÆóÒµµÄÈÏÕæÈË¿ÉÒÔͨ¹ýͳһ¶©Ôĵķ½Ê½£¬£¬£¬
£¬£¬£¬°´Äê»òÕß°´ÔÂÈ¥¹ºÖ㬣¬£¬
£¬£¬£¬Ò²Ö§³Öƾ֤ÍŶӵĹæģȥÔö¼õϯ룬£¬£¬
£¬£¬£¬ÒÔ¼°Í¨¹ý¿­Ê±AG»ý·ÖÔö¹ºÈ¥È«ÍŶӹ²Ïí»ý·Ö¡£¡£¡£¡£¡£Ôڵײã×ÊÔ´µÄ·½Ã棬£¬£¬
£¬£¬£¬Ïà¹ØÓÚ¸öÈË°æÒ²ÌṩÁ˸üÇ¿µÄµ×²ã×ÊÔ´Ö§³Ö£¬£¬£¬
£¬£¬£¬¸ü¶àµÄ AI ´´×÷×ÊÔ´£¬£¬£¬
£¬£¬£¬¸ü¶àµÄ´æ´¢×ÊÔ´£¬£¬£¬
£¬£¬£¬ÒÔ¼°¸ü¸ßµÄ²¢·¢¡£¡£¡£¡£¡£»£»£ÉÐÓÐÍŶӵÄרҵרÊôµÄÊÖÒÕ¿âµÈµÈ¡£¡£¡£¡£¡£±ðµÄÎÒÃÇ»¹ÔùÓè ICP ±¸°¸Â룬£¬£¬
£¬£¬£¬Ö§³ÖÆóÒµ¿ìËٰ󶨵Ä×Ô¼ºµÄ×Ô½ç˵ÓòÃû£¬£¬£¬
£¬£¬£¬½øÒ»²½½µµÍÆóÒµÐû²¼Éú²ú¼¶Ó¦ÓõÄÃż÷¡£¡£¡£¡£¡£ÖܺãÃñ 16:45×îºó£¬£¬£¬
£¬£¬£¬ÃëÎò¸öÈË°æÏ£Íû×ÊÖúÿһ¸öÏë·¨¶¼ÄÜ¿ìËÙʵÏÖ£¬£¬£¬
£¬£¬£¬¶øÃëÎòÍŶӰæÏ£Íû×ÊÖúÿһ¸öÍŶӿìËÙ¹¹½¨×Ô¼ºµÄÓ¦ÓÃÉú̬£¬£¬£¬
£¬£¬£¬Äܹ»Ò»Á¬³Áµí×Ô¼ºµÄÊý×Ö×ʲú¡£¡£¡£¡£¡£¶øÔÚÕâ±³ºó£¬£¬£¬
£¬£¬£¬ÕæÕýÖ§³Ö¿­Ê±AGÄÜÁ¦ÊÇ°¢ÀïÔƺã¾Ã»ýÀÛµÄÔÆÅÌËã»ù´¡ÉèÊ©ºÍÕû¸ö agent infra ϵͳ¡£¡£¡£¡£¡£ÎÒÃÇÒÀÍÐÓÚ°¢ÀïÔÆµÄ agent infra£¬£¬£¬
£¬£¬£¬°Ñ agent ÐèÒªµÄÄ£×Ó¡¢¹¤¾ß¡¢ÔËÐÐʱ¡¢ÊÂÇéÁ÷¡¢Çå¾²µÈ»ù´¡ÉèÊ©¡£¡£¡£¡£¡£¾ÙÐпìËٵļ¯³ÉÓ뿪·Å£¬£¬£¬
£¬£¬£¬Ò²ÕýÓÉÓÚÓÐÕâÑùµÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬ÈÃÃëÎòÄܹ»Ò»Á¬µü´ú£¬£¬£¬
£¬£¬£¬Ò»Ö±½ø»¯¡£¡£¡£¡£¡£×îºó½Ó´ý¸÷ÈË»á¼ûÃëÎòµÄ¹ÙÍøÊÔÓ㬣¬£¬
£¬£¬£¬ÈôÊǸ÷È˶ÔÍŶӰæ¸ÐÐËȤ£¬£¬£¬
£¬£¬£¬¿ÉÒÔɨÂëÁôϸ÷È˵ÄÐÅÏ¢£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»áÓÐÊÂÇéְԱȥ£¬£¬£¬
£¬£¬£¬Îª¸÷È˾ÙÐÐÏêϸµÄÏÈÈÝ£¬£¬£¬
£¬£¬£¬²¢ÌṩÃâ·ÑÊÔÓõÄÃû¶î¡£¡£¡£¡£¡£ÎÒ½ñÌìµÄ·ÖÏí¾Íµ½ÕâÀ£¬£¬
£¬£¬£¬Ð»Ð»¸÷ÈË£¡

°¢ÀïÔÆÖÇÄܼ¯ÍÅÔÆÔ­ÉúÓ¦ÓÃƽ̨ÈÏÕæÈËÖÜçù£º¿çÔ½¡°DemoÓëÉú²úµÄÉî¹µ¡±¡¢Öع¹ÆóÒµÖÇÄÜÌåÈý²ã¼Ü¹¹

Ö÷³ÖÈË 17:42ллÖܺãÃñÏÈÉú¡£¡£¡£¡£¡£ÏÖÔÚ°¢ÀïÔÆÕýʽÂõÈë agentic cloud ʱ´ú¡£¡£¡£¡£¡£½ÓÏÂÀ´ÓÐÇë°¢ÀïÔÆÖÇÄܼ¯ÍÅÔÆÔ­ÉúÓ¦ÓÃƽ̨ÈÏÕæÈËÖÜçù´øÀ´·ÖÏí£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆ agent native cloud£¬£¬£¬
£¬£¬£¬ÈÃÖÇÄÜÌå³ÉΪÆóÒµÔ­ÉúµÄÄÜÁ¦¡£¡£¡£¡£¡£ÖÜçù 18:16ÁÐλºÃ¡£¡£¡£¡£¡£ºÃ£¬£¬£¬
£¬£¬£¬ºÜÊÇÐÒÔËÄÜÔÚ 2026 ÌìÏÂÈ˹¤ÖÇÄÜ´ó»á°¢ÀïÔƵÄÖ÷ÌâÂÛ̳ÉÏ£¬£¬£¬
£¬£¬£¬ºÍ¸÷ÈË×öÒ»´Î½»Á÷¡£¡£¡£¡£¡£½ñÌìÎÒÏëÌÖÂÛµÄÊÇ£¬£¬£¬
£¬£¬£¬ÔõÑùÈÃÖÇÄÜÌå³ÉΪÆóÒµÔ­ÉúµÄÄÜÁ¦¡£¡£¡£¡£¡£ÒÑÍùÒ»Ä꣬£¬£¬
£¬£¬£¬ÏàП÷ÈË¿´µ½ÎÞÊýÁîÈËÐ˷ܵÄdemo£¬£¬£¬
£¬£¬£¬ agent ¿ÉÒÔд´úÂ룬£¬£¬
£¬£¬£¬¿ÉÒÔ¹¹½¨¹¤³Ì£¬£¬£¬
£¬£¬£¬Äܹ»²Ù×÷ä¯ÀÀÆ÷¡£¡£¡£¡£¡£µ« demo ºÍÉú²úÖ®¾àÀë×ÅÒ»ÌõºÜÊÇÉîµÄºè¹µ¡£¡£¡£¡£¡£ demo չʾµÄÊǽ¹µãÄÜÁ¦£¬£¬£¬
£¬£¬£¬Éú²úÔòÄ¥Á·µÄÊÇ¡£¡£¡£¡£¡£ÆóÒµÔõÑù°ÑÕâÑùµÄÒ»¸öÄÜÁ¦×ª»¯ÎªÆóҵȷ¶¨ÐÔµÄЧ¹û£¿
£¿µ±ÖÇÄÜÌå³ÉΪÆóÒµµÄÒ»¸ö²¿·Ö£¬£¬£¬
£¬£¬£¬¿ª·¢Õß»áÎÊ£¬£¬£¬
£¬£¬£¬ÔõÑù¸ü¿ìµØ¹¹½¨ÖÇÄÜÌ壿
£¿ÔòÇå¾²ÍŶӻáÌåÌùȨÏÞÔõô¹Ü£¿
£¿ÔõÑùÉó¼Æ£¿
£¿ÓªÒµÍŶӻá¹Ø×¢ agent Ö´ÐеÄЧ¹ûÊÇ·ñÎȹ̣¿
£¿¼ÛÖµÄÜ·ñȨºâ£¿
£¿¶øƽ̨ÍŶÓÔò»á¹Ø×¢£¬£¬£¬
£¬£¬£¬µ± agent ´Ó 10 ¸öÄð³É 1000 ¸ö£¬£¬£¬
£¬£¬£¬ÏµÍ³»¹Äܲ»¿É¹ÜµÃס£¡£¡£¡£¡£¿
£¿ÒÔÊÇÕæÕýµÄÌôÕ½ÀúÀ´²»ÊÇÆóÒµÓÐûÓÐÒ»¸öagent£¬£¬£¬
£¬£¬£¬¶øÊÇÈÃËü¿ç½ÇÉ«¡¢¿çϵͳ¡¢¿ç½çÏߵĽøÈëÆóÒµµÄÁ÷³Ì£¬£¬£¬
£¬£¬£¬Äܹ»Îȹ̵ÄЭ×÷¡£¡£¡£¡£¡£ÖÜçù 19:32µ± agent ¿ÉÒÔ×ÔÓɵķ¢Óʼþ¡¢¸ÄÊý¾Ý¡¢²Ù×÷½çÃ桢ŲÓÿͻ§ÏµÍ³Ê±£¬£¬£¬
£¬£¬£¬È¨ÏÞ¡¢Àú³Ì¾ÍºÍÄ£×ÓÄÜÁ¦Ò»ÑùÖ÷Òª¡£¡£¡£¡£¡£Òò´Ë£¬£¬£¬
£¬£¬£¬ÆóÒµÐèÒª°ÑÖÇÄÜÌå´ÓÒ»´ÎÐÔµÄϵͳ½»¸¶µÄЧ¹ûÉý¼¶Îª¿ÉÒÔÒ»Á¬½¨Éè¡¢Ò»Á¬ÔËÓªµÄÉú²úÁ¦¡£¡£¡£¡£¡£Òª¿çÔ½ÕâÌõºè¹µ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÐèÒªÖØÐÂÃ÷È·ÆóÒµµÄ agent ¼Ü¹¹£¬£¬£¬
£¬£¬£¬ËüÓÐÈý²ã£¬£¬£¬
£¬£¬£¬infra¡¢ desktop ºÍplatform¡£¡£¡£¡£¡£µ×²ãµÄ Infra ÌṩµÄÊÇ¿ÉÐŵÄÔËÐÐÇéÐΣ¬£¬£¬
£¬£¬£¬Èà Agent Çå¾²µ¯ÐÔµÄÔËÐС£¡£¡£¡£¡£¶øÉϲãµÄ Desktop ÅþÁ¬µÄÊÇÓªÒµÌìÏ£¬£¬£¬
£¬£¬£¬Èà Agent ½øÈëÕæʵµÄÊÂÇéÇéÐΡ£¡£¡£¡£¡£¶ø Agent Platform ºÍ PASS ÔòÊÇÐèÒª°Ñ Agent ¹¹½¨¡¢ÖÎÀí¡¢Ð­×÷ºÍ½ø»¯Í³Ò»ÆðÀ´£¬£¬£¬
£¬£¬£¬°ÑÈË¡¢Ä£×Ó¡¢¹¤¾ß¡¢Êý¾ÝºÍÕ½ÂÔ±àÅųÉÕæÕý¿ÉÒÔ½»¸¶µÄӪҵЧ¹û¡£¡£¡£¡£¡£ÕâÈý²ãÄÜÁ¦ÏµÍ³»¯µÄ×é³ÉÁËÖÇÄÜÌåʱ´úϵÄÍêÕûÊÖÒÕÕ»¡£¡£¡£¡£¡£´øÀ´ÔÆÉϼܹ¹µÄÑݽøºÍÆóÒµÔËÓª·¶Ê½µÄÉý¼¶¡£¡£¡£¡£¡£ÖÜçù 20:45ÎÒÃÇÏÈ¿´Ò»Ï infra ²ã£¬£¬£¬
£¬£¬£¬ infra ²ãµÄ»°ÄØ£¬£¬£¬
£¬£¬£¬»áÓÉsandbox¡¢Êý¾Ý¡¢ file system ºÍ network ×é³É£¬£¬£¬
£¬£¬£¬Îª agent ÌṩÇå¾²¡¢µ¯ÐÔ¡¢µÍ±¾Ç®µÄÔËÐÐÇéÐΡ£¡£¡£¡£¡£ÕâÀï×î½¹µãµÄÊÇ agent sandbox£¬£¬£¬
£¬£¬£¬ËüµÄÄÜÁ¦¿ÉÒÔ²ð½â³ÉËIJ㡣¡£¡£¡£¡£µÚÒ»²ãÊÇ¿ªÏä¼´ÓõÄÄ£°å£¬£¬£¬
£¬£¬£¬Ö§³Ö¿ªÔ´ÉçÇøµÄ¾µÏñ£¬£¬£¬
£¬£¬£¬²¢ÄÚÖà code, interpreter, browser, all in one sandbox µÈµÈÄ£°å£¬£¬£¬
£¬£¬£¬¿ª·¢Õß¿ÉÒÔÄÃÀ´¼´Óᣡ£¡£¡£¡£ÖÜçù 21:17ÔÚÇå¾²²ãÃ棬£¬£¬
£¬£¬£¬ÎÒÃÇÌṩÁË microVM ºÍ VM ¼¶µÄ¸ôÀëÄÜÁ¦£¬£¬£¬
£¬£¬£¬µþ¼ÓÍøÂç¡¢´æ´¢¡¢»á»°µÈÈýÖظôÀ룬£¬£¬
£¬£¬£¬¸ø¿ª·¢ÕßÌṩһ¸öÇ¿¸ôÀëµÄÇéÐΡ£¡£¡£¡£¡£ÃæÁÙ agent ÔËÐеĸºÔØ£¬£¬£¬
£¬£¬£¬ÉîÐÝÃß¡¢Ç³ÐÝÃߺͰ´Ðè½ÐÐÑÊÖÒÕÔÚÈÝÁ¿µÍ·åʱ¿ÉÒÔ½«ÊµÀý¸ºÔØËõΪÁ㣬£¬£¬
£¬£¬£¬ÌṩÃæÁÙ³¤»á»°µÄµÍ±¾Ç®µÄÄÜÁ¦¡£¡£¡£¡£¡£ÃæÁٸߵ¯ÐÔµÄÆóÒµµÄÌص㣬£¬£¬
£¬£¬£¬ÎÒÃÇÌṩÁË¿ìËÙ¹ÒÔغ͵¯ÐÔÆô¶¯µÄÄÜÁ¦¡£¡£¡£¡£¡£Ö§³Ö¸ß¹æÄ£µÄ´ó²¢·¢µ÷Àí¡£¡£¡£¡£¡£ÎÒÃÇÄÜ¿´µ½£¬£¬£¬
£¬£¬£¬Ò»¸öºÃµÄInfra£¬£¬£¬
£¬£¬£¬¼ÈÒªÈà agent Äܹ»ÆÌ¿ªÊֽŸɻ£¬£¬
£¬£¬£¬Ò²ÒªÈÃÆóҵʼÖÕÕÆÎÕËüµÄ½çÏß¡£¡£¡£¡£¡£µ«Èà agent ÕæÕýÅÜÆðÀ´Ö»ÊǵÚÒ»²½£¬£¬£¬
£¬£¬£¬µ±ÆóÒµÓµÓÐÔ½À´Ô½¶àµÄagent£¬£¬£¬
£¬£¬£¬ÕæÕýÐèÒªµÄÊÇÒ»¸öͳһµÄÖÎÀíºÍ¿ØÖÆƽ̨¡£¡£¡£¡£¡£ÕâÄÚÀï°üÀ¨Í³Ò»µÄÉí·Ýϵͳ¡¢Í³Ò»µÄÕ½ÂÔ¡¢Í³Ò»µÄÍø¹Ø¡¢Í³Ò»µÄ×ʲúÖÎÀíºÍ¿ØÖÆϵͳ£¬£¬£¬
£¬£¬£¬Ò²°üÀ¨Í³Ò»µÄÆÀ¹ÀºÍ»³±§¡£¡£¡£¡£¡£ÕâЩͳһµÄ±³ºóÅäºÏÔڻظ²Èý¸ö»ù±¾µÄÎÊÌâ¡£¡£¡£¡£¡£ËûÊÇË­£¿
£¿ËüÄÜ×öʲô£¿
£¿³öÁËÎÊÌ⣬£¬£¬
£¬£¬£¬Ë­ÄÜ»¹Ô­£¿
£¿Ë­ÄÜÖ¹Ëð£¿
£¿ÕâЩÃÕµ×ÔÚµÚÒ»Ìì±ØÐèÔÚ½øÈëÒªº¦Á÷³Ì֮ǰ£¬£¬£¬
£¬£¬£¬¾Í±»Ð´Èëϵͳ¡£¡£¡£¡£¡£ÕâÑù£¬£¬£¬
£¬£¬£¬Çå¾²ºÍÖÎÀíµÄÄÜÁ¦²»ÔÙÊÇÓªÒµÉÏÉÏÏßÖ®ºóµÄ²¹¶¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬¶øÊdzÉΪ agent ×ÔÈ»¾ß±¸µÄÄÜÁ¦¡£¡£¡£¡£¡£Õâ²ãÄÜÁ¦µÄ¼ÛÖµÔÚÓÚ£¬£¬£¬
£¬£¬£¬Ëü²»ÊǸøÍŶÓÌṩһÌ×Á÷³Ì£¬£¬£¬
£¬£¬£¬¶øÊÇ°ÑÇå¾²¡¢ºÏ¹æ¡¢°æ±¾¡¢»Ò¶ÈµÈǶÈë agent µÄÉúÃüÖÜÆÚÖС£¡£¡£¡£¡£ÖÜçù 23:01ÎÒÃÇÔÙÀ´¿´¿´×ÀÃ棬£¬£¬
£¬£¬£¬´ó×ÚÒªº¦µÄÓªÒµÏÖÔÚÒÀÈ»ÔËÐÐÔÚ×ÀÃæÈí¼þ¡¢×¨ÓÐ EXE ä¯ÀÀÆ÷ºÍÆóÒµµÄÄÚÍøÀ£¬£¬
£¬£¬£¬½öÒÀÀµ API ÎÞ·¨ÁýÕÖÍêÕûµÄÌìÏ¡£¡£¡£¡£¡£ÎÞÓ°µÄ agentic computer ¸ø agent Ìṩһ¸ö 7 ¡Á 24 СʱµÄÍêÕû×ÀÃ漶ÔËÐÐÇéÐΣ¬£¬£¬
£¬£¬£¬ÈÃËü½øÈëÕæʵµÄÊÂÇéÏÖ³¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬²Ù×÷ϵͳÒÑÓеÄÈí¼þºÍϵͳ¡£¡£¡£¡£¡£ÕâÌ××ÀÃæµÄ²Ù×÷ϵͳÄÜÌṩ¼«ÖµÄÌåÑ飬£¬£¬
£¬£¬£¬²¢ÇÒ±³ºóÄܹ»ÌṩÆóÒµ¼¶ SLA µÄÄÜÁ¦¡£¡£¡£¡£¡£¸üÖ÷ÒªµÄÊÇ£¬£¬£¬
£¬£¬£¬Ëü²»ÈÆ¿ªÆóÒµ¼ÈÓеÄÇ徲ϵͳ£¬£¬£¬
£¬£¬£¬¶øÊǸ´ÓÃÒÑÓеÄÉí·Ý¡¢SSO¡¢MFA¡¢ÉÏÍøÐÐΪÓëÉó¼ÆÄÜÁ¦¡£¡£¡£¡£¡£ÕâÒâζ×Å Agent ²»ÔÙÍ£ÁôÔÚ¶Ô»°¿òÓë Terminal ÖУ¬£¬£¬
£¬£¬£¬¶øÊÇÄܹ»ÔÚÆóÒµÒѾ­½ç˵ºÃµÄÁ÷³ÌÀ£¬£¬
£¬£¬£¬ÕæÕýµÄ×îÏÈÊÂÇé¡£¡£¡£¡£¡£ÖÜçù 24:01Agent Òª³¹µ×½øÈëÆóÒµ£¬£¬£¬
£¬£¬£¬±ØÐèÒªÏÖÓеÄÁ÷³Ì×öÉîÈëµÄÈںϡ£¡£¡£¡£¡£ËüÒâζ×ÅÎå¼þÊ£¬£¬£¬
£¬£¬£¬ÓªÒµÔ­Éú£¬£¬£¬
£¬£¬£¬Èà Agent ½øÈëÒªº¦Á÷³Ì¡£¡£¡£¡£¡£½»¸¶¿ÉȨºâµÄЧ¹û¡£¡£¡£¡£¡£×éÖ¯Ô­Éú£¬£¬£¬
£¬£¬£¬Ã÷È·ÈË»úЭ×÷ÔðÈκÍȨÏÞ¡£¡£¡£¡£¡£¹¤³ÌÔ­Éú£¬£¬£¬
£¬£¬£¬Ö§³Ö×ÔÈ»µÄ¹¹½¨¡¢Ðû²¼¡¢¸´ÓúÍÉúÃüÖÜÆÚµÄÖÎÀí¡£¡£¡£¡£¡£ÔËÓªÔ­Éú£¬£¬£¬
£¬£¬£¬Ö§³ÖÊӲ졢ÆÀ¹ÀÓëÒ»Á¬ÓÅ»¯¡£¡£¡£¡£¡£»£»£»ù´¡ÉèÊ©Ô­Éú£¬£¬£¬
£¬£¬£¬Í¨¹ý»ù´¡ÉèÊ©ÌṩÔËÐаü¹Ü¡¢Êý¾Ý¡¢Éí·ÝºÍ¼«ÖµĿɿ¿ÐÔ¡£¡£¡£¡£¡£Ö»ÓÐÕâÎå¸öÔ­Éúͬʱ½¨É裬£¬£¬
£¬£¬£¬ Agent ²Å²»ÊÇÒ»¸ö¹¤¾ß£¬£¬£¬
£¬£¬£¬¶øÊÇÆóҵϵͳµÄÒ»²¿·Ö¡£¡£¡£¡£¡£´ÓÕâ¸öÒâÒåÉ϶øÑÔ£¬£¬£¬
£¬£¬£¬ÖÇÄÜÌå×ß½øÆóÒµ£¬£¬£¬
£¬£¬£¬²»ÊÇÒ»´Î¼òÆÓµÄϵͳÉý¼¶¡£¡£¡£¡£¡£¶øÊÇ°ÑÆóÒµÔ­ÓеÄÁ÷³Ì¡¢ÖªÊ¶¡¢¹¤¾ß¡¢ÂÄÀúÖØбàÅÅ£¬£¬£¬
£¬£¬£¬³ÉÒ»ÖÖÈËºÍ agent ¿ÉÒÔÅäºÏÖ´ÐеÄÄÜÁ¦¡£¡£¡£¡£¡£ÖÜçù 25:02Ϊ´Ë£¬£¬£¬
£¬£¬£¬ÎÒÃÇΧÈÆÆóÒµ¹¤³Ì¡¢×éÖ¯¡¢ÔËӪϵͳ¹¹½¨ÁËÒ»ÕûÌ×ÍêÕûµÄ agent platform£¬£¬£¬
£¬£¬£¬ËüÓÉ agent run¡¢ agent teams ºÍ agent loop Èý¸ö×é¼þ×é³É¡£¡£¡£¡£¡£ÃæÁÙ²î±ð³¡¾°µÄÓªÒµÐèÇ󣬣¬£¬
£¬£¬£¬ÔÚÕâÀï¿ÉÒÔ±»Í³Ò»µÄ¹¹½¨¡¢ÅþÁ¬¡¢ÖÎÀí¡¢ÆÀ¹À¡¢ÓÅ»¯ºÍЭͬÔËÐС£¡£¡£¡£¡£Ëü×îÖ÷ÒªµÄ¼ÛÖµÊÇÔÚÓÚÒ»¸öÍŶӳÁµíµÄSkills¡¢Tools¡¢Õ½ÂÔºÍÆÀ¹À¼¯£¬£¬£¬
£¬£¬£¬¿ÉÒÔ±»ÏÂÒ»¸ö³¡¾°¸´Óᣡ£¡£¡£¡£Ò»¸ö³¡¾°·¢Ã÷µÄ·çÏÕ¿ÉÒÔÄðÓñ³É¾ÖµÄ¹æÔò£¬£¬£¬
£¬£¬£¬¶øÒ»´ÎЧ¹ûµÄÓÅ»¯¿ÉÒÔÓ°ÏìÕû¸ö Agent µÄȺÌå¡£¡£¡£¡£¡£ÆóÒµ×îÖÕÓµÓеIJ»ÊÇÒ»ÅúAgent£¬£¬£¬
£¬£¬£¬¶øÊÇһ̨һÁ¬Éú²úAgent£¬£¬£¬
£¬£¬£¬Ò»Á¬ÓÅ»¯Ê©Õ¹Æä¼ÛÖµµÄÆóÒµÊÂÇéÁ÷¡£¡£¡£¡£¡£ Agent Platform µÄ½¹µãÄÜÁ¦°üÀ¨Èý´ó×é¼þ¡£¡£¡£¡£¡£ÖÜçù 25:57Aging Ram¡£¡£¡£¡£¡£ AgenRun ËüÊÇÒԸߴúÂëΪ½¹µãµÄһվʽ Agenty Ó¦Óûù´¡Éèʩƽ̨£¬£¬£¬
£¬£¬£¬³Ð½ÓµÄÊǹ¹½¨ÕâÒ»»·¡£¡£¡£¡£¡£ AgenRun ½«ÔËÐÐʱɳÏä¡¢Ó°Ïó¡¢ÖªÊ¶¿â¡¢Æ¾Ö¤¡¢Íø¹Ø¡¢¿ÉÊÓ²ìºÍÆÀ¹À³Áµí³É±ê×¼ÄÜÁ¦£¬£¬£¬
£¬£¬£¬ÎªÆóÒµ¼¶ Agenty Ó¦ÓÃÌṩ´Ó¿ª·¢¡¢°²Åŵ½ÔËάÕû¸öÈ«ÉúÃüÖÜÆÚµÄÖÎÀí¡£¡£¡£¡£¡£ÕâÉÁ¿ª·¢Õß²»±ØÔÚÿ¸öÏîÄ¿ÄÚÀïÖØÐÂ×îÏÈÖظ´´î½¨µ××ù£¬£¬£¬
£¬£¬£¬¶øÊÇ°Ñʱ¼äÕæÕýͶÈëµ½¾öÒéÆóÒµÓªÒµ¼ÛÖµµÄ²¿·Ö¡£¡£¡£¡£¡£ÖÜçù 26:34Á÷³Ì¡¢ÉÏÏÂÎĺͲî±ð»¯µÄÌåÑé¡£¡£¡£¡£¡£ Agent teams ¼ç¸ºµÄÊÇ×éÖ¯ÖÎÀíÕâÒ»»·£¬£¬£¬
£¬£¬£¬Í¨¹ýÌṩ agent ÍŶӵÄÖÎÀíÓëЭ×÷£¬£¬£¬
£¬£¬£¬½â¾öÆóÒµÔÚ¶àÖÇÄÜÌåͳһÖÎÀí¡¢Ð­×÷±àÅÅ¡¢Çå¾²ºÏ¹æ¡¢±¾Ç®¿É¿ØµÄËÄ·½ÃæÄÑÌâ¡£¡£¡£¡£¡£ËüÌṩ human to agent¡¢ agent to agent¡¢ multi hum- human ºÍ multi agent Ö®¼äµÄcollaboration£¬£¬£¬
£¬£¬£¬Í¨¹ý leader agent ºÍ worker agent ×éÖ¯ÖØ´óµÄʹÃü¡£¡£¡£¡£¡£Í¬Ê±½«Skills¡¢MCP¡¢Æ¾Ö¤µÈͳһµÄÖÎÀí¹Ü¿Ø£¬£¬£¬
£¬£¬£¬×îÖÕ Agent ²»ÔÙÊÇ̸Ìì´°ÀïµÄÖúÊÖ¡£¡£¡£¡£¡£¶øÊÇÔÚÃ÷È·½çÏß¡¢Ã÷È·ÔðÈεÄÇéÐÎÏ£¬£¬£¬
£¬£¬£¬ÌṩȫÉó¼ÆµÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬³ÉΪÍŶÓÕæÕýµÄÍŶӳÉÔ±¡£¡£¡£¡£¡£ÖÜçù 27:24ÎÒÃÇ×îØʺó¿´Ò»ÏÂAgentloop£¬£¬£¬
£¬£¬£¬ Agentloop ³ÐÔصÄÊÇÆÀ¹ÀÓëÓÅ»¯µÄ²¿·Ö¡£¡£¡£¡£¡£¸÷ÈËÖªµÀЧ¹ûÓÀÔ¶ÊÇ Agent µÄÉúÃüÏߣ¬£¬£¬
£¬£¬£¬¿ÉÊÇ Agent ÉÏÏßÖ®ºóµÄ»°£¬£¬£¬
£¬£¬£¬´ó²¿·ÖÇéÐÎÏÂËüÍùÍù¶¼²»»á×ÔÖ÷½ø»¯¡£¡£¡£¡£¡£Òò´Ë£¬£¬£¬
£¬£¬£¬ÎÒÃÇÐèÒªÔÚÆóÒµÄÚÀïµÄ»°È¥ÊÕÂÞ Agent ÔËÐÐÀú³ÌÖеÄÕæʵµÄ¹ì¼£¡£¡£¡£¡£¡£ÆÊÎöÖÊÁ¿Àú³ÌÖеÄÎÊÌâ¡¢±¾Ç®¡¢ÑÓ³ÙºÍÒì³£¡£¡£¡£¡£¡£ÓÃÁ¿»¯µÄ·½Ê½È¥ÆÀ¹ÀÓªÒµºÍ agent µÄÌåÏÖ£¬£¬£¬
£¬£¬£¬ÔÙͨ¹ýproms¡¢skill¡¢ÉÏÏÂÎĺÍʵÑéµÄ»úÖÆÍƶ¯ÏÂÒ»ÂÖÓÅ»¯¡£¡£¡£¡£¡£ÖÜçù 28:03µÃÒæÓÚ¿ÉÊÓ²ìÍŶӶàÄê¹ØÓÚ̽ÕëµÄ»ýÀÛ£¬£¬£¬
£¬£¬£¬½ñÌì agentloop ÏÕЩÁýÕÖÁËÖ÷Á÷ËùÓÐµÄ AI Ó¦Óÿò¼Ü£¬£¬£¬
£¬£¬£¬ÎÒÃÇÎÞÐè¸Ä¶¯´úÂ룬£¬£¬
£¬£¬£¬¾Í¿ÉÒÔ°Ñ agent ËùÓеÄÔËÐй켣¾ÙÐÐÊÕÂÞ¡¢Í³Ò»µÄÆÊÎöºÍ´¦Àí¡£¡£¡£¡£¡£Ä£×Ó»á±äµÃÔ½À´Ô½Ç¿£¬£¬£¬
£¬£¬£¬Ò²»á±äµÃÔ½À´Ô½ÈÝÒ×»ñµÃ£¬£¬£¬
£¬£¬£¬µ«ÆóÒµÄÚ²¿¸ßÖÊÁ¿µÄʹÃü¹ì¼£¡¢ÆÀ¼Û±ê×¼ÊÇ¡£¡£¡£¡£¡£°Ü°¸ÀýºÍ¾ÀÆ«»úÖÆ£¬£¬£¬
£¬£¬£¬ÎÞ·¨±»ÈÝÒ׸´ÖÆ¡£¡£¡£¡£¡£ÖÜçù 28:34Agentloop ÈÃÆóÒµµÄ agent ¾ß±¸×ÔÖ÷½ø»¯µÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬ÈÃÆóÒµÄܹ»¹¹½¨×ÔÖ÷µÄ learning loop¡£¡£¡£¡£¡£Agentrun¡¢ Agentteams ºÍ£¬£¬£¬
£¬£¬£¬ÈýÕß×éÖ¯ÔÚÒ»Æ𣬣¬£¬
£¬£¬£¬¾ÍÊÇÃæÏòÆóҵһվʽ¹¹½¨ÖÎÀí¡¢Ð­×÷ÓëÓÅ»¯µÄƽ̨¡£¡£¡£¡£¡£ÕâÌ×ƽ̨µÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬ÎÒÃÇ×Ô¼ºÍŶÓÒ²ÔÚÉî¶ÈʹÓ㬣¬£¬
£¬£¬£¬ÎÒÃÇÀ´¿´Ò»ÏÂÒ»¸öÕæʵµÄ°¸Àý¡£¡£¡£¡£¡£ÖÜçù 29:00¿ªÔ´ÊÇÔÆÔ­ÉúÍŶӵÄÁ¢ÉíÖ®±¾£¬£¬£¬
£¬£¬£¬ÍŶÓÖÎÀí×Åagentscope¡¢Java¡£¡£¡£¡£¡£ Hygres, Nacos, RocketMQ µÈ¶¥¼¶ÊìÖªµÄÏîÄ¿£¬£¬£¬
£¬£¬£¬ÌìÌì·þÎñÍò¼¶¿ª·¢Õߣ¬£¬£¬
£¬£¬£¬ÖÎÀí×ÅÍòÍò¼¶µÄ×°±¸¡£¡£¡£¡£¡£ÎÒÃǽñÌìͨ¹ý Agent µÄϵͳ£¬£¬£¬
£¬£¬£¬°Ñ¿ªÔ´µÄ¿ª·¢¡¢ÖÎÀí¡¢ÊÖÒÕ´ðÒɺÍÖÊÁ¿¸ú×ÙËùÓд®ÁËÆðÀ´¡£¡£¡£¡£¡£ÖÜçù 29:24½¹µãµÄÊÂÇé»áÓÐÁ½¸ö²¿·Ö£¬£¬£¬
£¬£¬£¬µÚÒ»¸ö²¿·Ö¾ÍÊÇÉí·ÝµÄÂòͨ£¬£¬£¬
£¬£¬£¬Éí·Ý²»Ç壬£¬£¬
£¬£¬£¬Ð­×÷ÎÞ´Ó̸Æ𡣡£¡£¡£¡£ÎÒÃǰѶ¤¶¤¡¢·ÉÊé¡¢ RAM µÈµÈÆóÒµÉí·ÝµÄϵͳºÍ Agent Identity ¾ÙÐÐÅþÁ¬¡£¡£¡£¡£¡£ÓÉËû¸øÿ¸ö agent Ç©·¢Éí·Ý£¬£¬£¬
£¬£¬£¬Èà agent ¸ÉµÄÿ¼þʶ¼ÄÜ×·Ëݵ½ÈË¡£¡£¡£¡£¡£µÚ¶þ£¬£¬£¬
£¬£¬£¬ÎÒÃÇͨ¹ý¸ß´úÂë¡¢µÍ´úÂëÒÔ¼°ÄɹܵÄģʽ×齨ÁË agent ÍŶӡ£¡£¡£¡£¡£ÔÚÕâ¸öÉí·ÝÖ®ÉÏÃæµÄ»°£¬£¬£¬
£¬£¬£¬ÎÒÃǴÁËÑз¢¡¢¿Í·þ¡¢Êý¾Ý¡¢ÔËÓªµÈµÈÕâЩְÄܵÄÍŶӡ£¡£¡£¡£¡£Ã¿¸öÍŶÓÅ䱸һ¸ö lead agent ÈÏÕæµ÷Àí£¬£¬£¬
£¬£¬£¬ÏÂÃæ´ø×ÅÈô¸É¸ö work agent ÓÃÀ´´ÓÊ·ֹ¤ºÍЭͬ¡£¡£¡£¡£¡£Õâ¸ö¾ÍºÍÈËÀàÆóÒµÄÚÀïµÄÖ÷¹Ü´øÍŶӵÄģʽһģһÑù¡£¡£¡£¡£¡£×îÖÕ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔËÐÐÁË 15 ¸ö¸÷ʽ¸÷ÑùµÄagent¡£¡£¡£¡£¡£Ìṩ 7 ¡Á 24 СʱµÄÔÚÏß·þÎñ£¬£¬£¬
£¬£¬£¬¿¸µôÁË 85% µÄÊÖÒÕ´ðÒÉ£¬£¬£¬
£¬£¬£¬Ê¹ÔËÓªÖ§³ÖµÄʱ³¤½µµÍÁË90%¡£¡£¡£¡£¡£×îÄÑÄÜÄÑ¿°µÄÊÇ£¬£¬£¬
£¬£¬£¬µ±¿ª·¢ÕßÌáÁËÐèÇóÖ®ºóµÄ»°£¬£¬£¬
£¬£¬£¬¿­Ê±AGÏìӦʱ¼ä´ÓÒÑÍùµÄ 7 ÌìÒѾ­Ñ¹ËõÖÁÁË 1 Ìì¡£¡£¡£¡£¡£ÖÜçù 30:35ÍÅ¶ÓºÍ agent ÔÚÒ»¸öÊý×ÖÌìÏÂÀïЭ×÷£¬£¬£¬
£¬£¬£¬¶Ë¶Ô¶ËµÄÁ÷Ë®ÏßЧÂÊÕæÕýµÄ±»À­ÁËÆðÀ´¡£¡£¡£¡£¡£°¢ÀïÔÆ agent native cloud ¾ÍÊÇÒªÈÃÖÇÄÜÌå³ÉΪÆóÒµµÄÒ»ÖÖÔ­ÉúÄÜÁ¦¡£¡£¡£¡£¡£½ñÌìÆóÒµÖÇÄÜ»¯ÊÇÈÃÁ÷³ÌÓµÓÐÁËеÄÖ´ÐÐÕß¡£¡£¡£¡£¡£Ëü²»»áÈ¡´úÈË£¬£¬£¬
£¬£¬£¬¶øÊÇ°ÑÈ˵ÄÅжϡ¢ÂÄÀúºÍ½çÏß·Å´óµ½Ã¿Ò»´Î¿ÉÖظ´µÄÖ´ÐÐÖС£¡£¡£¡£¡£µ± Agent ¿ÉÒÔÒ»Á¬µÄ±»¹¹½¨¡¢ÑÏ¿áµÄÖÎÀí¡¢Îȹ̵ÄЭ×÷¡¢Ò»Ö±µÄ½ø»¯£¬£¬£¬
£¬£¬£¬ÆóÒµ»ñµÃµÄ²»µ«ÊÇЧÂʵÄÌáÉý£¬£¬£¬
£¬£¬£¬¶øÊÇÒ»Ì׿ÉÒÔ¹æÄ£»£»£»¯¸´ÖƵÄÖÇÄÜÉú²úÁ¦¡£¡£¡£¡£¡£ºÃ£¬£¬£¬
£¬£¬£¬ÒÔÉÏÊÇÎҵķÖÏí£¬£¬£¬
£¬£¬£¬Ð»Ð»¸÷ÈË¡£¡£¡£¡£¡£

Âú°ï¼¯ÍÅ AI Ëã·¨×ܼà¸ßÒÕÃú£º´Ó¡°ÈËÕÒÐÅÏ¢¡±µ½¡°ÈËÍйÜÄ¿µÄ¡±£¬£¬£¬
£¬£¬£¬ÎïÁ÷Agent¿É½«»õÔ´ÏìÓ¦Ëõ¶ÌÖÁ3ÖÁ5·ÖÖÓ

Ö÷³ÖÈË 31:25ллÖÜçùÏÈÉú¡£¡£¡£¡£¡£ÊÖÒյļÛÖµ×îÖÕÒªÔÚ¹¤ÒµÖÐÑéÖ¤¡£¡£¡£¡£¡£½ÓÏÂÀ´ÓÐÇëÂú°ï¼¯ÍÅ AI Ëã·¨×ܼà¸ßÒÕÃú¡£¡£¡£¡£¡£·ÖÏíÎïÁ÷ƽ̨ Agent »¯×ªÐ͵Äʵ¼ùÓë˼Ë÷¡£¡£¡£¡£¡£¸ßÒÕÃú 31:57ÁÐλÀ´±ö¸÷È˺㬣¬£¬
£¬£¬£¬ÎÒÊÇÀ´×ÔÂú°ï¼¯ÍŵĸßÒÕÃú¡£¡£¡£¡£¡£½ñÌìÎÒ·ÖÏíµÄÖ÷ÌâÊÇÎïÁ÷ƽ̨ agent »¯×ªÐ͵Äʵ¼ù¡£¡£¡£¡£¡£ÎÒÃ÷È·ÎïÁ÷ƽ̨Õû¸ö agent »¯×ªÐÍ£¬£¬£¬
£¬£¬£¬ËüÒ²ÊÇÕû¸ö¹¤ÒµÖÇÄÜ»¯×ªÐ͵ÄÒ»¸öÇÐÃæ¡£¡£¡£¡£¡£ÎÒÏëÏÈ´ÓÕû¸öÎïÁ÷¹¤ÒµµÄÑݽøÀú³Ì¸ø¸÷ÈËÏÈÈÝһϡ£¡£¡£¡£¡£Âú°ï×ÅʵÊÇ×öµÄÊǸÉÏßÎïÁ÷£¬£¬£¬
£¬£¬£¬¸ÉÏßÉÏÃæÎÒÃÇÏÖÔÚÓаÙÍòµÄ˾»úºÍ°ÙÍòµÄ»õÖ÷¡£¡£¡£¡£¡£ÔÚ×î¹ý£¬£¬£¬
£¬£¬£¬×îÔçµÄÒÑÍù£¬£¬£¬
£¬£¬£¬×ÅʵËüÊÇÏßϵÄʱ´ú£¬£¬£¬
£¬£¬£¬ÏßϵÄʱ¼äÖ÷ÒªÊÇÊìÈËÔÚ×öÉúÒ⣬£¬£¬
£¬£¬£¬Í¨¹ýÊìÈ˹Øϵ£¬£¬£¬
£¬£¬£¬Í¨¹ýÐÅÏ¢²¿£¬£¬£¬
£¬£¬£¬Í¨¹ýµç»°Ïàͬ¡£¡£¡£¡£¡£ÔÚÕâ¸öʱ¼ä£¬£¬£¬
£¬£¬£¬ÕûÌåµÄÉúÒâЧÂÊÊǽÏÁ¿µÍµÄ¡£¡£¡£¡£¡£µ½ÁËØʺ󣬣¬£¬
£¬£¬£¬ÎÒÃÇÓÐÁË»¥ÁªÍø£¬£¬£¬
£¬£¬£¬¿­Ê±AG»õÔ´¡¢¿­Ê±AG˾»úÖð²½ÉÏÍø£¬£¬£¬
£¬£¬£¬ÕâÑù×ÓÕû¸öÕÒÐÅÏ¢µÄЧÂÊÊÇ´ó·ùÌáÉýµÄ¡£¡£¡£¡£¡£µ«×ÅʵÔÚÕâ¸öʱ¼ä£¬£¬£¬
£¬£¬£¬ÈÔÈ»ÊÇÈËÕÒÐÅÏ¢µÄÒ»¸ö½×¶Î¡£¡£¡£¡£¡£µ½ÁËÏÖÔÚ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÓÐÁËƽ̨£¬£¬£¬
£¬£¬£¬Æ½Ì¨ÐγÉÁ˹æÄ£»£»£»¯µÄ¹©Ó¦£¬£¬£¬
£¬£¬£¬ÐγÉÁËÐÅÓÃϵͳ£¬£¬£¬
£¬£¬£¬Ê¹µÃÕû¸öÉúÒâÁýÂçÄð³ÉÁËÒ»¸öÂÄÔ¼ÁýÂçµÄ״̬¡£¡£¡£¡£¡£¸ßÒÕÃú 32:59¿ÉÊǵ½Á˽ñÌ죬£¬£¬
£¬£¬£¬ÎÒÒÔΪ×ÅʵÎÒÃÇ»¹Ã»ÓÐÍêÈ«½â¾öÓû§ÕæÕýµÄÎÊÌâ¡£¡£¡£¡£¡£ÒÔÇ°ÎÒÃÇÊǽâ¾ö²»ÁË£¬£¬£¬
£¬£¬£¬ÎÒÃÇûÓÐ×ã¹»µÄÊÖÒÕ£¬£¬£¬
£¬£¬£¬µ«ÏÖÔÚµ½ÁË Agent ʱ´ú£¬£¬£¬
£¬£¬£¬ÎÒÒÔΪһЩÎÊÌâÒѾ­¿ÉÒÔ½â¾öÁË¡£¡£¡£¡£¡£ÓÉÓÚ¹ØÓÚ˾»úÀ´½²£¬£¬£¬
£¬£¬£¬Ëû²»ÊǹýÀ´ÕÒÐÅÏ¢µÄ£¬£¬£¬
£¬£¬£¬Ëû²»ÊǹýÀ´ÔÚÒ»¸ö APP ÉÏ£¬£¬£¬
£¬£¬£¬ÔÚÒ»¸öÁбíÉÏË¢»õµÄ£¬£¬£¬
£¬£¬£¬ËûÊÇÏëÈ¥ÕÒµ½Ò»Æ±»õ£¬£¬£¬
£¬£¬£¬ËûÏ룬£¬£¬
£¬£¬£¬ËûÓÐËû×Ô¼ºµÄÄ¿µÄ£¬£¬£¬
£¬£¬£¬ËûÏëҪȥµ½Ä³¸öµØ·½£¬£¬£¬
£¬£¬£¬ËûÏ£Íû׬Ǯ¡£¡£¡£¡£¡£¹ØÓÚ»õÖ÷¶øÑÔÒ²ÊÇÀàËÆ£¬£¬£¬
£¬£¬£¬Ëû×ÅʵÏ룬£¬£¬
£¬£¬£¬²»ÊÇ˵ֻÊÇÀ´·¢Ò»Æ±»õ£¬£¬£¬
£¬£¬£¬ËûÏëÒª×öµÄ×ÅʵÊÇÔÚ»®¶¨µÄʱ¼äÄÚÕÒµ½Ò»Á¾³µ£¬£¬£¬
£¬£¬£¬Äܹ»°ïËû°Ñ»õÔ´Çå¾²µÄË͵½×îºóµÄÄ¿µÄµØ¡£¡£¡£¡£¡£ÄÇôÕâ¸öÓû§µÄ×î´óµÄ¼ÛÖµ£¬£¬£¬
£¬£¬£¬Ëû×Åʵ²»ÊÇÐÅÏ¢µÄÅþÁ¬£¬£¬£¬
£¬£¬£¬¶øÊÇ×ÊÖúÓû§¡£¡£¡£¡£¡£×öÖØ´óµÄ¾öÒé¡£¡£¡£¡£¡£¸ßÒÕÃú 33:52ÎÒÃÇÃ÷È·µÄ A ×¼»¯µÄתÐÍ£¬£¬£¬
£¬£¬£¬ËüµÄʵÖÊÊÇ´ÓÈ˲Ù×÷Èí¼þ×ßµ½ÈËÍйÜÄ¿µÄ¡£¡£¡£¡£¡£Ë¾»úµÄÄ¿µÄ×ÅʵËû¾ÍÊÇÏëÕÒµ½Ò»Æ±»õ£¬£¬£¬
£¬£¬£¬È¥µ½Ä³¸öµØ·½×¬µ½Ç®£¬£¬£¬
£¬£¬£¬Ëû»á˼Á¿Ëû×Ô¼ºµÄÆ«ºÃ£¬£¬£¬
£¬£¬£¬Ëû»áÖªµÀËûÄÜ×°²»¿É×°¡£¡£¡£¡£¡£»£»£»õÖ÷×ÅʵËûµÄÏÖʵµÄÄ¿µÄÊÇÏëÕÒµ½Ò»Á¾³µ£¬£¬£¬
£¬£¬£¬ËûÐèÒª¸ú˾»ú×ö¾ÙÐÐÒé¼Û£¬£¬£¬
£¬£¬£¬ËûÐèҪȥȷ±£Õû¸ö·þÎñµÄÖÊÁ¿¡£¡£¡£¡£¡£¶ø¹ØÓÚƽ̨¶øÑÔ£¬£¬£¬
£¬£¬£¬¾ÍÊÇÔõôÑùÈ¥³Ð½ÓËûÃÇÕâЩĿµÄ¡£¡£¡£¡£¡£ÎÒÏë´Ó˾»ú×Ô¼ºµÄÄ¿µÄÈëÊÖ£¬£¬£¬
£¬£¬£¬¸ø¸÷ÈËÏÈÈÝһϣ¬£¬£¬
£¬£¬£¬´ÓÒ»¸öÔ½·¢Ìå¸ÐµÄÀý×ÓÀ´Ïëһϣ¬£¬£¬
£¬£¬£¬ÕâʲôÊÇÄ¿µÄ£¿
£¿ºÃ±È˵˾»ú¸æËßÎÒÃÇ£¬£¬£¬
£¬£¬£¬½ñÌìÎÒÏëÕÒһƱ»õ£¬£¬£¬
£¬£¬£¬½ñÌìÍíÉϻص½ÄϾ©£¬£¬£¬
£¬£¬£¬´ÓÉϺ£»£»£»ØÄϾ©¡£¡£¡£¡£¡£ÎÒÃÇÍÆÁËһЩ»õ¸øËû£¬£¬£¬
£¬£¬£¬Ëû¸úÎÒÃÇ˵£¬£¬£¬
£¬£¬£¬ÕâƱ»õ£¬£¬£¬
£¬£¬£¬Ëû¿´ÁËÒ»ÏÂÕâƱ»õ£¬£¬£¬
£¬£¬£¬¿ÕÊ»¾àÀë½ÏÁ¿Ô¶£¬£¬£¬
£¬£¬£¬²¢ÇÒËûÊÇ´ÓËÕÖݳö·¢µÄ£¬£¬£¬
£¬£¬£¬Ëû¾Í»á˵£¬£¬£¬
£¬£¬£¬ÕâƱ»õÎÒ¿ÉÒÔ½Ó£¬£¬£¬
£¬£¬£¬¿ÉÊǼÛÇ®ÄØ£¬£¬£¬
£¬£¬£¬ÒªÕǵ½ 1500 ¿éÇ®ÒÔÉÏ¡£¡£¡£¡£¡£ÒÔÊǶÔ˾»ú¶øÑÔ£¬£¬£¬
£¬£¬£¬ËûµÄÄ¿µÄÊǺÜÖØ´óµÄ£¬£¬£¬
£¬£¬£¬ËûÓÐһЩӲÐÔµÄÔ¼Êø£¬£¬£¬
£¬£¬£¬ºÃ±È˵Ëû½ñÌìÊÇÒª»ØÄϾ©µÄ£¬£¬£¬
£¬£¬£¬ËûÉÐÓÐһЩÈíÐÔµÄÆ«ºÃ£¬£¬£¬
£¬£¬£¬ºÃ±È˵Ëû²»Ï£Íû¿Õʻ̫Զ£¬£¬£¬
£¬£¬£¬ÈôÊÇ¿ÕÊ»½ÏÁ¿Ô¶µÄ»°£¬£¬£¬
£¬£¬£¬ËûÏ£Íû¼ÛÇ®Äܹ»Ô½·¢µÄ¸ßһЩ¡£¡£¡£¡£¡£ÒÔÊÇ˾»úµÄ agent Ëû²»Êǻظ²Ã¿Ò»¾ä»°£¬£¬£¬
£¬£¬£¬¶øÊÇËûÒªÃ÷È·ÉÏÏÂÎÄ£¬£¬£¬
£¬£¬£¬Î¬»¤×´Ì¬£¬£¬£¬
£¬£¬£¬°ÑÄ¿µÄת»¯³É¿ÉÖ´ÐеÄÍýÏ룬£¬£¬
£¬£¬£¬ÔÚÊг¡ÖеÄת±äÖоÙÐÐÊӲ죬£¬£¬
£¬£¬£¬»ùÓÚÊг¡µÄ¼ÛǮת±ä¡¢»õÔ´µÄת±ä£¬£¬£¬
£¬£¬£¬ËûµÄÈíÐÔµÄÆ«ºÃÒ²»á±¬·¢Ò»Á¬µÄת±ä¡£¡£¡£¡£¡£ÄÇôÓÐÁËÕâÒ»ÇÐÖ®ºó¡£¡£¡£¡£¡£¸ßÒÕÃú 35:28×î´óµÄÎÊÌâÊÇ£¬£¬£¬
£¬£¬£¬Ë¾Ê±»úÓÃÕâÑù×ÓÒ»Ì× agent µÄϵͳÂð£¿
£¿ÈôÊÇÎÒÃÇ×ö³öÀ´Ã»ÓÐÈËÓ㬣¬£¬
£¬£¬£¬ËûÕæµÄ»áÔ¸ÒâÍйÜÂð£¿
£¿ÔÚÆäËûµÄ¹¤Òµ£¬£¬£¬
£¬£¬£¬ÎÒÒÔΪºÃ±È˵Ïñ¸Õ¸Õ·ÖÏíµÄ Coding µÄ³¡¾°£¬£¬£¬
£¬£¬£¬»òÕßÊÇ Research µÄ³¡¾°£¬£¬£¬
£¬£¬£¬Õâ¸öÎÊÌâÓ¦¸ÃÊÇûÓÐÎÊÌâµÄ¡£¡£¡£¡£¡£µ«ÔÚÎïÁ÷Õâ¸öºÜÊǹŰåµÄÐÐÒµÄÚÀ£¬£¬
£¬£¬£¬Ë¾»úµÄÄêËêÒ»°ã¶¼ºÜÊÇÖ®´ó¡£¡£¡£¡£¡£×ÅʵÎÒÃÇ֮ǰһֱҲÓÐÕâ¸öÒɻ󣬣¬£¬
£¬£¬£¬¿ÉÊÇÏÖʵÉÏÏßÖ®ºó£¬£¬£¬
£¬£¬£¬ÎÒÃÇ·¢Ã÷Ч¹û±ÈÎÒÃÇÏëµÄºÃÐí¶à¡£¡£¡£¡£¡£ÕûÌåµÄÒÑÍù¼¸¸öÔ£¬£¬£¬
£¬£¬£¬Ë¾»úµÄʹÓÃÂÊ´Ó 15% Ò»Ö±Õǵ½ÁË35%¡£¡£¡£¡£¡£²¢ÇÒÖ»ÒªËûʹÓùýÒ»´Î£¬£¬£¬
£¬£¬£¬Ï´ÎʹÓõÄÁô´æÊÇ71%£¬£¬£¬
£¬£¬£¬Ô¶Ô¶¸ßÓÚ¿­Ê±AGÏëÏ󡣡£¡£¡£¡£ÊµÖÊÉÏÊÇÓÉÓÚÎÒÃǽâ¾öÁËËûÕæÕýµÄÎÊÌâ¡£¡£¡£¡£¡£¸ßÒÕÃú 36:13˾»úÊǺÜÊÇÐÁÇڵģ¬£¬£¬
£¬£¬£¬ËûÌìÌì»á»¨ 169 ·ÖÖÓÔÚƽ̨ÉÏ¿´»õ£¬£¬£¬
£¬£¬£¬»òÐíÊÇ 2.5 ¸öСʱ£¬£¬£¬
£¬£¬£¬ËûÉúÖÀÖеÄ10%¡£¡£¡£¡£¡£²¢ÇÒËûÓÐÐí¶àʱ¼äûÓÐʱ»úÈ¥¿´»õ£¬£¬£¬
£¬£¬£¬ËûÔÚ¿ª³µ£¬£¬£¬
£¬£¬£¬ËûÔÚװж»õ£¬£¬£¬
£¬£¬£¬ËûÔÚÓ÷¹£¬£¬£¬
£¬£¬£¬ËûÔÚÐÝÏ¢¡£¡£¡£¡£¡£µ±Ëû°ÑËûµÄÄ¿µÄ½»¸øÁË agent Ö®ºó£¬£¬£¬
£¬£¬£¬ÎÒÃÇÄܹ»×ÊÖúËûÔÚ 24 СʱһÁ¬µÄ¿´»õ£¬£¬£¬
£¬£¬£¬Ë¾»ú½ÚÔ¼ÁËʱ¼ä¡£¡£¡£¡£¡£µ«ËûÄÜÕÒµ½¸üºÃµÄ»õ£¬£¬£¬
£¬£¬£¬ÓÉÓÚÈκÎһƱ»õ·ºÆðµÄʱ¼ä£¬£¬£¬
£¬£¬£¬ËûµÄÄ¿µÄ¶¼ÔÚÏßÉÏ¡£¡£¡£¡£¡£ÄÇô¹ØÓÚƽ̨¶øÑÔ£¬£¬£¬
£¬£¬£¬×ÅʵÊǸü´óµÄÊÕÒæ¡£¡£¡£¡£¡£ÈôÊÇ¿­Ê±AG°ÙÍòµÄ˾»ú¶¼Ô¸Ò⽫ËûµÄÄ¿µÄÍйܸøϵͳ£¬£¬£¬
£¬£¬£¬ÍйܸøÕâ¸öagent£¬£¬£¬
£¬£¬£¬ÄÇô¿­Ê±AGÕû¸ö¹©Ó¦½«»á·­ 10 ±¶¡£¡£¡£¡£¡£¸ßÒÕÃú 36:55ÒÔÇ°×î´óµÄÎÊÌâ×ÅʵÊÇʱ¼äºÍ¿Õ¼äµÄ´íÅ䣬£¬£¬
£¬£¬£¬µ±Ò»Æ±»õÔ´·¢³öµÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÕæÕýÄܹ»³Ð½ÓµÄ˾»ú²¢²»ÔÚÏßÉÏ¡£¡£¡£¡£¡£ÏÖÔÚÈôÊÇÊý°ÙÍòµÄ˾»úËùÓÐÍйÜÁËÄ¿µÄ£¬£¬£¬
£¬£¬£¬ÄÇôÈκÎһƱ»õ·¢³öµÄʱ¼ä£¬£¬£¬
£¬£¬£¬Ô­À´µÄÏìӦʱ¼äÊÇÊ®¼¸¶þÊ®·ÖÖÓ£¬£¬£¬
£¬£¬£¬µ½ÁËÏÖÔÚËü»áÄð³É 3 ·ÖÖÓ£¬£¬£¬
£¬£¬£¬Äð³É 5 ·ÖÖÓ£¬£¬£¬
£¬£¬£¬ÄÇô»õÖ÷µÄÌåÑé»á´ó·ùÌáÉý¡£¡£¡£¡£¡£²¢ÇÒ¹ØÓÚƽ̨¶øÑÔ£¬£¬£¬
£¬£¬£¬ÄÇô¾Í»á´ú±í×ÅÓиü¶àµÄ³É½»£¬£¬£¬
£¬£¬£¬×îºó´ï¡£¡£¡£¡£¡£¸æ¿¢Ë¾»ú¡¢»õÖ÷¡¢Æ½Ì¨µÄÈý·½¹²Ó®¡£¡£¡£¡£¡£¸ßÒÕÃú 37:28ÔÚ²úÆ·ÉϺÍÉÌҵģʽÉÏÄܹ»×ß֮ͨºó£¬£¬£¬
£¬£¬£¬×î´óµÄÎÊÌâÊÇÔõôÑùÉú²úÕâÑù×ÓÒ»Ì× agent µÄϵͳ£¬£¬£¬
£¬£¬£¬Éú²úÒ»Ì×ÕæÕýµÄ¹¤Òµ¼¶£¬£¬£¬
£¬£¬£¬Äܹ»ÔÚÏßÉÏʹÓõÄÊý°ÙÍò˾»ú¡¢»õÖ÷ÄÜÓÃµÄ agent ϵͳ£¬£¬£¬
£¬£¬£¬×ÅʵÓкÜÊǶàµÄÌôÕ½¡£¡£¡£¡£¡£ÎÒÒÔΪ×î½¹µã£¬£¬£¬
£¬£¬£¬ÎÒÃÇÏÖÔÚʵ¼ùÏÂÀ´Óöµ½ÁËÈý¸öÌôÕ½¡£¡£¡£¡£¡£µÚÒ»¸öÌôÕ½ÊÇÕû¸öϵͳµÄת±äºÜÊÇÖ®¿ì£¬£¬£¬
£¬£¬£¬ÎÒÃÇÌìÌìÓм¸°ÙÍòµÄ»õÔ´»á·¢³ö£¬£¬£¬
£¬£¬£¬»õÔ´»á³É½»£¬£¬£¬
£¬£¬£¬Ë¾Ê±»úÒƶ¯£¬£¬£¬
£¬£¬£¬×´Ì¬Ò»Ö±Ôڱ䡣¡£¡£¡£¡£ÕâÑù×Óµ¼ÖÂÁËÕû¸ö agent µÄÅÌËãÁ¿ºÜÊÇÖ®´ó¡£¡£¡£¡£¡£µÚ¶þ¸öºÜ½¹µãµÄÌôÕ½ÊÇ£¬£¬£¬
£¬£¬£¬ÈôÊÇÎÒÃÇÓà agent È¥×öÖÖÖֵľöæźÍ˼Ë÷£¬£¬£¬
£¬£¬£¬ËüµÄËÙÂÊÊǺÜÊÇÖ®ÂýµÄ£¬£¬£¬
£¬£¬£¬±ÈÆðÒÔÇ°¼òÖ±¶¨ÐÔµÄϵͳ£¬£¬£¬
£¬£¬£¬ËüµÄ¾öÒéʱ¼ä»á´Ó¼¸ÃëÖÓÄð³É¼¸Ê®ÃëÖÓ£¬£¬£¬
£¬£¬£¬¶ø»õÔ´×Ô¼ºµÈ²»ÁËÎÒÃÇÄÇô¾Ã£¬£¬£¬
£¬£¬£¬µ¼ÖÂÁË˾»ú×Ô¼º¿´»õÄܺܿì¾öÒ飬£¬£¬
£¬£¬£¬¶ø½»¸øÁË agent Ö®ºó·´¶ø±äÂý¡£¡£¡£¡£¡£¸ßÒÕÃú 38:23µÚÈý¸öÊÇ£¬£¬£¬
£¬£¬£¬ÈôÊÇ agent ×öÁËһЩ²»¶ÔÒ˵ÄÊÂÇ飬£¬£¬
£¬£¬£¬×îºóÔì³ÉµÄËðʧ¾¿¾¹Ë­À´¼ç¸º£¿
£¿ÎÒÏȽ²µÚÒ»¸öÎÊÌ⣬£¬£¬
£¬£¬£¬±¾Ç®µÄÎÊÌâ¡£¡£¡£¡£¡£¼¸°ÙÍòµÄ˾»úÔÚÏߣ¬£¬£¬
£¬£¬£¬×Åʵ²»¼´ÊÇÎÒÃÇÓм¸°ÙÍòµÄ 24 СʱµÄÀú³ÌÔÚÏߣ¬£¬£¬
£¬£¬£¬¸ü²»¼´ÊÇÎÒÃÇÓм¸°ÙÍò¸ö agentloop Ò»Ö±ÔÚÅÜ£¬£¬£¬
£¬£¬£¬·ñÔòµÄ»°ÎÒÏàÐÅÈκÎÒ»¸öÆóÒµ£¬£¬£¬
£¬£¬£¬Ëü¶¼²»¿ÉÄÜÖ§¸¶µÄÆ𡣡£¡£¡£¡£¸ßÒÕÃú 38:50ÏÖʵÉÏ£¬£¬£¬
£¬£¬£¬ÔÚ¿­Ê±AGÏëÏóÖ®ÖУ¬£¬£¬
£¬£¬£¬ÔÚ¿­Ê±AGʵ¼ùÖ®ÖУ¬£¬£¬
£¬£¬£¬ÎÒÃÇ×ÅʵÊÇÊý°ÙÍò¸öÒ»Á¬¿É»Ö¸´µÄ¾öÒé״̬£¬£¬£¬
£¬£¬£¬ÕâЩ״̬°üÀ¨Ëü×Ô¼ºµÄÄ¿µÄÊÇʲô£¬£¬£¬
£¬£¬£¬ÎÒÃdzÆ֮Ϊmission¡£¡£¡£¡£¡£Ëû×Ô¼ºµÄ memory ÊÇÔõôÑùµÄ£¿
£¿ÎÒÃÇ»ùÓÚËûµÄÄ¿µÄ£¬£¬£¬
£¬£¬£¬¸øËûÖƶ©ÁËÔõôÑùµÄÕÒ»õÕ½ÂÔ£¿
£¿ËûÕâ¸ö˾»úµÄ¶ÌÆںͺã¾ÃµÄÆ«ºÃÓÖÊÇÔõÑùµÄ£¿
£¿ÕâЩËùÓеÄ״̬£¬£¬£¬
£¬£¬£¬ÎÒÃÇ×Åʵ¶¼ÊǶ¯Ì¬µÄÒ»Ö±´æ´¢ÔÚÊý¾Ý¿âÖ®Öеġ£¡£¡£¡£¡£¸ßÒÕÃú 39:21µ±ÊÂÎñ±¬·¢µÄʱ¼ä£¬£¬£¬
£¬£¬£¬ºÃ±È˵˾»úµÄ¶Ô»°±¬·¢£¬£¬£¬
£¬£¬£¬ºÃ±È˵ÖÜÆÚÐԵķ´À¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ºÃ±È˵ÒâͼµÄת±ä£¬£¬£¬
£¬£¬£¬ºÃ±È˵³É½»×´Ì¬£¬£¬£¬
£¬£¬£¬»õÔ´·¢³ö£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»áÈ¥ÅжÏÕâÒ»¸ö״̬µÄÓÅÏȼ¶¾¿¾¹ÊDz»ÊǽôÆȵģ¿
£¿¶Ô»°Ëû¿ÉÒÔ×öÇÀÕ¼£¬£¬£¬
£¬£¬£¬ÖÜÆÚÐԵķ´À¡¡£¡£¡£¡£¡£¿
£¿ÉÒÔ×öºÏ²¢£¬£¬£¬
£¬£¬£¬Í¨Ë×µÄÊÂÎñ¿ÉÒÔ×öÆÚ´ý£¬£¬£¬
£¬£¬£¬ agent Ö»ÓÐÔÚÒªº¦µÄʱ¼ä²Å»á±»»½Æ𡣡£¡£¡£¡£Ã¿´Î±»»½ÆðµÄʱ¼ä£¬£¬£¬
£¬£¬£¬ËüÖ´ÐÐÒ»´Î£¬£¬£¬
£¬£¬£¬¸üÐÂ״̬£¬£¬£¬
£¬£¬£¬ÖØÐÂÐÝÃß¡£¡£¡£¡£¡£ÒÔÊǹØÓÚÓû§µÄ¸ÐÖªÉÏÀ´¿´£¬£¬£¬
£¬£¬£¬ÕâÊÇÒ»¸ö 24 СʱһֱÔÚ°ïËûÕÒ»õµÄagent¡£¡£¡£¡£¡£¿ÉÊÇ´Óϵͳ²ãÃæÉÏ£¬£¬£¬
£¬£¬£¬´Ó¹¤³ÌµÄʵÏÖÉÏÀ´¿´£¬£¬£¬
£¬£¬£¬ËüÊÇÒ»¸öÊÂÎñÇý¶¯µÄ¡¢µ¯ÐÔÔËÐеġ¢¿ÉÖÎÀíµÄ»ù´¡ÉèÊ©¡£¡£¡£¡£¡£¸ßÒÕÃú 40:05µÚ¶þ¸ö½¹µãÎÊÌ⣬£¬£¬
£¬£¬£¬¸Õ¸Õ×ÅʵҲ½²µ½ÁË£¬£¬£¬
£¬£¬£¬Ë¾»ú×ÅʵÌØÊâÌåÌùһƱ»õ·ºÆðÖ®ºó£¬£¬£¬
£¬£¬£¬ÎÒÃǻ᲻»áµÚһʱ¼äÍƸøËû£¿
£¿¿­Ê±AGÏìÓ¦ËÙÂÊÊDz»ÊÇ×ã¹»¿ì£¿
£¿Ëû»á²»»áËðʧÁËËûµÄ»õÔ´£¿
£¿ÎªÏàʶ¾öÕâ¸öÎÊÌ⣬£¬£¬
£¬£¬£¬ÎÒÃÇ×îºóÉè¼ÆÁËÒ»Ì×Ë«Ñ­»·µÄϵͳ¡£¡£¡£¡£¡£Ò»¸öÊdz¤Ë¼Ë÷µÄÑ­»·£¬£¬£¬
£¬£¬£¬Õâ¸ö¸úÈ˺ÜÊÇÏñ£¬£¬£¬
£¬£¬£¬ÈË»á×ö³¤Ë¼Ë÷£¬£¬£¬
£¬£¬£¬»á×ö¿ì˼Ë÷¡£¡£¡£¡£¡£³¤Ë¼Ë÷µÄÑ­»·¾öÒéÁËÎÒÃǾ¿¾¹Ôõô¿´»õ¡£¡£¡£¡£¡£µ±Óû§ËµÒ»¾ä»°£¬£¬£¬
£¬£¬£¬±ä»»ËûµÄÄ¿µÄµÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»áÔÚ 10 ÃëÖÓÖ®ÄÚ¸øËû×öÏìÓ¦£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»áÃ÷È·ËûµÄÄ¿µÄ¾¿¾¹ÊÇÔõôÑùµÄ¡£¡£¡£¡£¡£»£»£»ùÓÚËûµÄÄ¿µÄ£¬£¬£¬
£¬£¬£¬ºÃ±È˵½ñÌìËûÒª»ØÄϾ©£¬£¬£¬
£¬£¬£¬ËûÐèÒª 1500 ¿éÇ®ÒÔÉÏ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔõôÑù¸üºÃµÄ¸øËûÕÒ»õ£¿
£¿ÎÒÒª²»Òª´ÓÉϺ£È¥µ½Õò½­£¬£¬£¬
£¬£¬£¬ÈôÊÇûÓлõµÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÒª²»Òª´ÓËÕÖݳö·¢£¿
£¿ÎÒÒª²»ÒªË¼Á¿¿Õʻһ¶Î¾àÀ룿
£¿ÕâЩËùÓеÄÕ½ÂÔ£¬£¬£¬
£¬£¬£¬ÎÒÃÇͨ¹ýÒ»¸öÒ»·ÖÖӵij¤Ë¼Ë÷£¬£¬£¬
£¬£¬£¬ÐγÉÁËÒ»Ì׿ÉÒÔÖ±½Óͨ¹ýÈ·¶¨ÐÔϵͳִÐеĴúÂë¡£¡£¡£¡£¡£¸ßÒÕÃú 41:02ÕâÌ×´úÂëËüÕûºÏÁËÎÒÃÇ×Ô¼ºµÄÍƼöϵͳ£¬£¬£¬
£¬£¬£¬ÕûºÏÁË¿­Ê±AGÕٻء¢¿­Ê±AG´ÖÅÅ¡¢¿­Ê±AG¾«ÅÅ¡¢¿­Ê±AG´¥´ïÄÜÁ¦£¬£¬£¬
£¬£¬£¬Ê¹µÃÕâÌ×ϵͳÄܹ»Í¨¹ýÈ·¶¨ÐÔµÄϵͳÔÚ 1 µ½ 2 ÃëÖ®ÄÚ×ö¾öÒé¡£¡£¡£¡£¡£Õâ¾ÍʹµÃ´óÄ£×ÓÖ»ÐèÒªÏëÇåÎúÒ»´Î£¬£¬£¬
£¬£¬£¬È·¶¨ÐÔµÄϵͳÈÏÕæÖ´ÐÐÍòÍò´Î¡£¡£¡£¡£¡£ÕâÑù¼È±£´æÁË agent µÄÃ÷È·ºÍÍÆÑݵÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬Ò²Öª×ãÁËÎïÁ÷ÉúÒâÖ®ÖкÜÊÇÑÏ¿áµÄʱЧÐÔµÄÒªÇ󡣡£¡£¡£¡£¸ßÒÕÃú 41:33ÒªÐγÉÕâÑù×ÓÒ»Ì×ϵͳ£¬£¬£¬
£¬£¬£¬ÎÒÃÇ×ܹ²ÊÇÓÐÎå²ãµÄ¼Ü¹¹¡£¡£¡£¡£¡£µÚÒ»²ãÊÇ AI µÄÍø¹Ø£¬£¬£¬
£¬£¬£¬ AI µÄÍø¹Ø²»µ«ÊÇ·þÎñµÄÈë¿ÚÒÔ¼°×ÊÔ´µ÷ÀíµÄƽ̨£¬£¬£¬
£¬£¬£¬Ëüͳһ½ÓÈëÁË°ÙÁ¶µÄÕû¸öÄ£×ӵķþÎñ£¬£¬£¬
£¬£¬£¬²¢ÇÒ×öÁËÕû¸öЭÒéµÄÊÊÅ䣬£¬£¬
£¬£¬£¬×öÁËfallback£¬£¬£¬
£¬£¬£¬×öÁË token ¼¶±ðµÄÏÞÁ÷¡£¡£¡£¡£¡£µÚ¶þ²ãÊÇ״̬ºÍÓ°Ï󣬣¬£¬
£¬£¬£¬ Agent µÄʵÖÊÊÇÒ»Á¬Ê¹Ãü£¬£¬£¬
£¬£¬£¬ÎÒÃÇÐèÒª°ÑËü³¤ÆÚ»¯¡£¡£¡£¡£¡£µÚÈý²ãÊÇÇå¾²µÄÖ´ÐУ¬£¬£¬
£¬£¬£¬ÎÒÃÇͨ¹ý Agent run µÄ sandbox ½â¾öÁËÕû¸ö¿Õ¾äŲÓᢴúÂëÖ´ÐеÄȨÏÞ¡¢ÉÏÏÂÎĵĸôÀëµÄÎÊÌâ¡£¡£¡£¡£¡£µÚËIJãÊÇÔËÐÐʱ¡£¡£¡£¡£¡£ÔËÐÐʱµÄÕûÌåµÄÊӲ죬£¬£¬
£¬£¬£¬ÎÒÃÇÍйÜÁËÕû¸ö langfuse µ½ÁË°¢ÀïÔÆÖ®ÉÏ£¬£¬£¬
£¬£¬£¬Ê¹µÃÕû¸öÆÀ²âÄܹ»ºÜÊÇÇå¾²¡¢³¤ÆÚ¡¢¿ÉÍØÕ¹µÄÒ»Ö±±£´æÏÂÀ´¡£¡£¡£¡£¡£×îºóÎÒÏë½²µÄÊÇ£¬£¬£¬
£¬£¬£¬ agent ×ÅʵÊÇÔÚÉú²úϵͳÖеÄÒ»¸öÒ»Á¬µÄ½ø»¯Àú³Ì¡£¡£¡£¡£¡£ÕæÕýµÄÒ»¸ö agent ϵͳÉÏÏßÖ®ºó£¬£¬£¬
£¬£¬£¬ÍùÍùÊÇÁîÈ˲»Öª×ãµÄ£¬£¬£¬
£¬£¬£¬ËüµÄÐèÒª¾­Óɺܳ¤Ê±¼äµÄÓÅ»¯£¬£¬£¬
£¬£¬£¬¶øÿһ´ÎµÄʧ°Ü¶¼Ó¦¸ÃÄð³É¿ÉÒÔΪÕâ¸öϵͳÓÅ»¯µÄ×ʲú£¬£¬£¬
£¬£¬£¬Õâ¸öÒ²³ÉΪÁËÏÖÔÚºÜÊÇͨÓõķ¶Ê½¡£¡£¡£¡£¡£¹ØÓÚÎÒÃǶøÑÔ£¬£¬£¬
£¬£¬£¬Ã¿´ÎµÄ¹ýʧ¡¢Ã¿´ÎµÄÎÊÌ⡢ÿһ´ÎµÄbadcase£¬£¬£¬
£¬£¬£¬ÎÒÃǾ­ÓÉÁËÔÆÉϵĻØÁ÷Ö®ºó£¬£¬£¬
£¬£¬£¬»áÈ¥×öÕû¸ö¹éÒò£¬£¬£¬
£¬£¬£¬¿´Ëü¾¿¾¹ÊDzúÆ·µÄÎÊÌâ¡¢ÊÇÁ÷³ÌµÄÎÊÌâ¡¢ÊÇÄ£×ÓµÄÎÊÌ⣬£¬£¬
£¬£¬£¬×îºóÐÎ³É Golden Testset¡£¡£¡£¡£¡£Õâ¸ö Golden Testset »áÓÐÁ½¸öÄ¿µÄ£¬£¬£¬
£¬£¬£¬Ò»¸öËü»áÈ¥×öÈ«Á÷Á¿µÄÆÀ²â£¬£¬£¬
£¬£¬£¬µÚ¶þ¸öËü»áÐγÉÕû¸öµÄѵÁ·Êý¾Ý¡£¡£¡£¡£¡£ÎÒÃÇ»ùÓÚ°¢ÀïÔÆ×öÁ˺ܺõÄÕûÒ»Ì×µÄÁ÷³Ì¡£¡£¡£¡£¡£ÕâÀïÎÒÏë½²Ò»ÏÂÂú°ïƽ̨£¬£¬£¬
£¬£¬£¬»òÕß˵ÆäËûµÄÆóҵƽ̨£¬£¬£¬
£¬£¬£¬×Åʵ¶¼ÓÐÒ»¸öºÜ´óµÄ¼Ç¹Ò¡£¡£¡£¡£¡£ÎÒÃÇÒ»Ö±ÒÔΪÊý¾ÝÊDz»¿É³öÓòµÄ£¬£¬£¬
£¬£¬£¬ÄÇô¡£¡£¡£¡£¡£½¹µã¾ÍÊÇÔõôÑùÔÚ˽Óл¯ÓµÓÐÕâЩÊý¾ÝµÄͬʱ£¬£¬£¬
£¬£¬£¬Íê³ÉÕû¸öµÄ½ø»¯ºÍÁ÷³Ì¡£¡£¡£¡£¡£¸ßÒÕÃú 43:24°¢ÀïÔÆÌáÌṩÁËÕûÒ»¸öµÄÊý¾ÝµÄ»ØÁ÷£¬£¬£¬
£¬£¬£¬Õû¸öµÄѵÁ·µÄÇéÐΣ¬£¬£¬
£¬£¬£¬ÎÒÃÇ»ùÓÚÅÉ×öÁËÕû¸öµÄÆ«ºÃµÄ¶ÔÆëµÄºóѵÁ·£¬£¬£¬
£¬£¬£¬ÔÚδÀ´Ò²»áÈ¥¾ÙÐг¤³ÇʹÃü£¬£¬£¬
£¬£¬£¬Ñ§»á½ðÅÆ˾»úºÍ»õÖ÷˾»ú³¤³ÇµÄ¾öÒéÂß¼­¡£¡£¡£¡£¡£ÎÒÃÇ°¢ÀïÔÆÌṩÁËÄ£×Óµ¥Î»£¬£¬£¬
£¬£¬£¬¿ÉÒÔÔÚÎÒÃÇ˽Óл¯°²ÅŵÄÇéÐÎÄÚÀï×öÍÆÀí£¬£¬£¬
£¬£¬£¬´Ó¶øʹµÃËùÓеÄÊý¾Ý²»³öÓò£¬£¬£¬
£¬£¬£¬ÎÒÃÇÄÜ×öµ½´ÓѵÁ·µ½ÍÆÀíµÄÕû¸ö agent Á÷³Ì¡£¡£¡£¡£¡£ÕâÄÚÀï×ÅʵÓÐÒ»¸öµã£¬£¬£¬
£¬£¬£¬µ±Êý¾Ý²»³öÓò£¬£¬£¬
£¬£¬£¬µ±ËùÓй¤¾ß¶¼ÊÇ˽Óл¯£¬£¬£¬
£¬£¬£¬ÄÇôÕû¸ö±¾Ç®¾Í»á²»¿É¿Ø£¬£¬£¬
£¬£¬£¬ÓÉÓÚ¶¼ÊÇÒ»¸öÆóÒµ×Ô¼ºÓÃËùÓеŤ¾ß¡£¡£¡£¡£¡£¶øÕâÀïµÄ AI Íø¹Ø×ÅʵËüµÄÕû¸ö·ÖʱÏÞÁ÷Æðµ½Á˺ÜÊÇ´óµÄ×÷Ó㬣¬£¬
£¬£¬£¬ÎÒÃÇÔÚÏßÉÏá¯ÁëʱÆÚ»á°ÑËùÓеÄ×ÊÔ´Áô¸øÏßÉÏ×öÍÆÀí£¬£¬£¬
£¬£¬£¬°ü¹ÜÕû¸öÏßÉϵÄϵͳºÜÊÇÎȹ̵ÄÔËÐС£¡£¡£¡£¡£µ±ÎÒÃDz»ÐèÒªÄÇô¶àÏßÉÏ×ÊÔ´µÄʱ¼ä£¬£¬£¬
£¬£¬£¬µ±²¨¹ÈʱÆÚ£¬£¬£¬
£¬£¬£¬ÎÒÃǾͻá°ÑÕâЩ×ÊÔ´Á÷ÒÑÍù×öÈ«Á¿µÄÆÀ²â£¬£¬£¬
£¬£¬£¬»á°ÑËüÄÃÈ¥×öÊý¾ÝµÄÍÚ¾ò¡£¡£¡£¡£¡£´Ó¶øµ¼ÖÂÕû¸öµÄ±¾Ç®´ó·ù½µµÍ¡£¡£¡£¡£¡£¸ßÒÕÃú 44:34ÔÚÒÑÍùµÄƽ̨£¬£¬£¬
£¬£¬£¬ÅþÁ¬µÄÊÇÈ˺ÍÈË£¬£¬£¬
£¬£¬£¬ÔÚÏÖÔÚÅþÁ¬µÄÊÇÈË¡¢Êý¾ÝºÍ·þÎñ£¬£¬£¬
£¬£¬£¬µ½ÁËδÀ´£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒÔΪƽ̨×îÖÕÅþÁ¬µÄÊÇ Agent ºÍAgent¡£¡£¡£¡£¡£Æ½Ì¨µÄ¼ÛÖµ²»ÊÇË«·½µÄ Agent ×ÔÓɵIJ©ÞÄ£¬£¬£¬
£¬£¬£¬ËüÊÇÔõôÑùÔÚÒ»¸öͳһµÄ¹æÔòÖ®ÏÂÍê³ÉÄ¿µÄµÄЭÉÌÒÔ¼°¹æÔòµÄЭµ÷¡£¡£¡£¡£¡£ Agent ÈÏÕæ´¦Àí²»È·¶¨ÐÔ£¬£¬£¬
£¬£¬£¬¶ø¹¤³ÌÈÏÕæÖ´ÐÐÈ·¶¨ÐÔ¡£¡£¡£¡£¡£×îºóƽ̨½ç˵ÔõôÑù¿ÉÐŵÄЭ×÷¡£¡£¡£¡£¡£¸ßÒÕÃú 45:07×îºóÎÒÏë»Øµ½½ñÌìÕû¸ö·ÖÏíµÄÖ÷Ì⣬£¬£¬
£¬£¬£¬Õû¸ö°¢ÀïÔÆµÄ agentic µÄ cloud »ù´¡ÉèÊ©£¬£¬£¬
£¬£¬£¬ÎªÕû¸ö agent ½øÈëµ½ÕæÕýµÄÎïÁ÷Éú²úϵͳÌṩÁË×îÒªº¦µÄÄÜÁ¦°ü¹Ü¡£¡£¡£¡£¡£ÎÒÃÇÐèÒªµÄ²»Êǵ¥µãµÄÄ£×ÓÄÜÁ¦£¬£¬£¬
£¬£¬£¬ÎÒÃÇÐèÒªµÄÕûÒ»Ì×µÄ agentic cloud »ù´¡ÉèÊ©¡£¡£¡£¡£¡£ÎÒÒÔΪÓұߵÄÈý¾ä»°Êǽ¹µãÎÒµÄÌå»á£¬£¬£¬
£¬£¬£¬Ò»¸öÊÇÒª¿´µÃ¼û£¬£¬£¬
£¬£¬£¬ÎÒÃÇҪȫÁ÷³Ì¿ÉÊӲ졣¡£¡£¡£¡£µÚ¶þ¸öÊÇÊصÃס£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒªÇå¾²¡£¡£¡£¡£¡£µÚÈý¸öÊÇ¿­Ê±AG ROI ÒªËãµÃÇåÎú£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒªÄܹ»×öÒ»Á¬µÄÓÅ»¯¡£¡£¡£¡£¡£¸ßÒÕÃú 45:41ÕâÒ²ÊÇÎÒ×îºóµÄ×ܽᣬ£¬£¬
£¬£¬£¬ÎïÁ÷ƽ̨µÄ agent »¯£¬£¬£¬
£¬£¬£¬Ëü²»µ«ÊǶàÁËÒ»¸ö AI µÄ¹¦Ð§£¬£¬£¬
£¬£¬£¬ËüÊÇ°Ñƽ̨´ÓÕû¸öÁýÂçÉúÒâµÄϵͳ½»¸øÁËÎÈ¹ÌµÄ agent ÉèÊ©£¬£¬£¬
£¬£¬£¬Éý¼¶ÎªÁË agent to agent µÄ¿ÉÐÅ agent µÄЭ×÷ϵͳ¡£¡£¡£¡£¡£ÎÒ½ñÌìµÄ·ÖÏíµ½Õâ±ß¿¢Ê£¬£¬£¬
£¬£¬£¬Ð»Ð»¸÷ÈË¡£¡£¡£¡£¡£

°¢ÀïÔÆÖÇÄܼ¯ÍÅÑз¢¸±×ܲᢵ¯ÐÔÅÌËãÈÏÕæÈËÎâ½áÉú£º°¢ÀïÔÆÍÆÈ«ÐÂKV»º´æÓë´æ´¢¼Ü¹¹£¬£¬£¬
£¬£¬£¬Õ¼ÓÐÈ«Õ»AIÔÆ·þÎñ40.1%Êг¡·Ý¶î

Ö÷³ÖÈË 46:10лл¸ßÒÕÃúÏÈÉú£¬£¬£¬
£¬£¬£¬ÈÃÎÒÃÇ¿´µ½ÁËÖÇÄÜÌåÔÚÕæʵ¹¤Òµ³¡¾°ÖÐÊͷŵÄÖØ´óÄÜÁ¿¡£¡£¡£¡£¡£¶øÖ§³ÖÕâÒ»Çеģ¬£¬£¬
£¬£¬£¬Êǵײã»ù´¡ÉèÊ©µÄÒ»Á¬½ø»¯¡£¡£¡£¡£¡£½ÓÏÂÀ´ÓÐÇë°¢ÀïÔÆÖÇÄܼ¯ÍÅÑз¢¸±×ܲᢵ¯ÐÔÅÌËãÈÏÕæÈËÎâ½áÉú´øÀ´Ñݽ² AI Native ÔÆ»ù´¡ÉèÊ©µÄÁ¢ÒìÓëÉú³¤¡£¡£¡£¡£¡£Îâ½áÉú 46:38¸÷ÈËÔçÉϺ㬣¬£¬
£¬£¬£¬ºÜÊÇÐ˷ܽè´Ëʱ»ú¸ø¸÷È˻㱨һÏ°¢ÀïÔÆ AI Native »ù´¡ÉèÊ©½üÆÚµÄһЩÁ¢ÒìºÍÉú³¤¡£¡£¡£¡£¡£°¢ÀïÔÆÊÇÈ«ÇòÉÙÊýµÄ¼¸¸ö¾ß±¸È«Õ»µÄ AI »ù´¡ÉèÊ©ÄÜÁ¦µÄ¡£¡£¡£¡£¡£Õâ¸öÔÆ·þÎñÉÌ¡£¡£¡£¡£¡£Ê×ÏÈÎÒÃÇÓб鲼ȫÇòµÄ IDC µÄÉèÊ©£¬£¬£¬
£¬£¬£¬ÎÒÃÇÓÐ×Ô¼º¸»ºñµÄ×ÔÑеÄÓ²¼þºÍоƬ£¬£¬£¬
£¬£¬£¬´Ó´ÅÅ̵ĿØÖÆÆ÷оƬ£¬£¬£¬
£¬£¬£¬µ½¿­Ê±AG¸ßÐÔÄÜÍø¿¨£¬£¬£¬
£¬£¬£¬µ½CIPU£¬£¬£¬
£¬£¬£¬µ½¿­Ê±AGÒÐÌìµÄCPU£¬£¬£¬
£¬£¬£¬ÕæÎäµÄ AI оƬ£¬£¬£¬
£¬£¬£¬µ½¿­Ê±AG ICN µÄ»¥ÁªÐ¾Æ¬£¬£¬£¬
£¬£¬£¬ÒÔ¼°³¬½Úµã·þÎñÆ÷¡£¡£¡£¡£¡£µÚÈýÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÓи»ºñµÄÔƵIJúÆ·ºÍ·þÎñ¡£¡£¡£¡£¡£Îâ½áÉú 47:22µÚËÄÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÓÐ×Ô¼ºµÄǧÎÊ´óÄ£×ӺͰÙÁ¶µÄÍÆÀí·þÎñ¡£¡£¡£¡£¡£ÎÒÃǼÓËÙÁËÕâЩȫջµÄAIµÄ»ù´¡ÉèÊ©¼ÓËÙÁËÖÇÄÜÌåµÄÉú³¤Ä³È˹¤ÖÇÄÜÓ¦ÓõÄÂäµØ¡£¡£¡£¡£¡£ÏÂÃæµÄ·ÖÏíÄØ£¬£¬£¬
£¬£¬£¬ÎÒ»á´ÓÈý¸ö·½ÃæÀ´¸ø¸÷ÈËÏÈÈÝ£¬£¬£¬
£¬£¬£¬Ê×ÏÈÊÇ¿­Ê±AG»ù´¡ÉèÊ©ÔõôÑùÈ¥¼ÓËÙÄ£×ÓµÄѵÁ·£¬£¬£¬
£¬£¬£¬ÔõôȥÌá¸ßÍÆÀíµÄЧÂÊ£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÔõôÑùÈ¥Èøü¶àµÄÖÇÄÜÌåÔÚ°¢ÀïÔÆÉÏÃæ¹æÄ£»£»£»¯µÄÔËÐС£¡£¡£¡£¡£ÔÚ´óÄ£×ÓµÄѵÁ·Àú³ÌÄÚÀ£¬£¬
£¬£¬£¬×ÅʵËãÁ¦µÄÖÊÁ¿ÄØ£¬£¬£¬
£¬£¬£¬ÊǺÜÊÇÖ÷ÒªµÄ¡£¡£¡£¡£¡£½ñÌìÎÒÃÇÒ²ºÜÊÇÐ˷ܵÄÈ¥ÕýʽÐû²¼¡£¡£¡£¡£¡£Îâ½áÉú 48:00³¬½ÚµãʵÁ¦ÊÇ»ùÓÚÎÒÃÇƽͷ¸çµÄÕæÎäµÄ M 890 AI оƬ£¬£¬£¬
£¬£¬£¬ÒÔ¼° ICN Switch 1.0 оƬ£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÎÒÃÇ°¢ÀïÔƵÄÅ;à AI ³¬µÈ·þÎñÆ÷½Úµã£¬£¬£¬
£¬£¬£¬ÕâÑùµÄÒ»¸öÈý¼þÊÖÒÕ×é³ÉµÄ¡£¡£¡£¡£¡£ÔÚ³¬½Úµã·þÎñÆ÷À£¬£¬
£¬£¬£¬³¬½ÚµãÄÚÀ£¬£¬
£¬£¬£¬ÎÒÃÇÉèÖÃÁË 64 ÕÅ¿¨£¬£¬£¬
£¬£¬£¬Ã¿ÕÅ¿¨ÄØÅþÁ¬µ½ 8 ¸ö ICN Switch£¬£¬£¬
£¬£¬£¬¿¨¼äµÄ»¥ÁªËÙÂʵִï800GB£¬£¬£¬
£¬£¬£¬Ã¿ÕÅ M 890 оƬËüÒ²ÉèÖÃÁË 144 G µÄÏÔ´æ¡£¡£¡£¡£¡£Õû¸ö³¬½ÚµãµÄÏÔ´æµÖ´ïÁË 9 ¸öTerabytes£¬£¬£¬
£¬£¬£¬¾ÍÊÇ 9T µÄÏÔ´æµÄÈÝÁ¿¡£¡£¡£¡£¡£ÕâÑù´óµÄÒ»¸öÈÝÁ¿µ×Ï£¬£¬£¬
£¬£¬£¬×ÅʵÎÒÃÇ¿ÉÒÔÔ½·¢¸ßЧµÄÈ¥ÍÆÀí£¬£¬£¬
£¬£¬£¬ÏñÕâÖÖ 10 ÍòÒÚ²ÎÊý¼¶±ðµÄ³¬´óÄ£×ÓµÄËüµÄÍÆÀíµÄЧÂÊ£¬£¬£¬
£¬£¬£¬Äܹ»Ìá¸ßÕû¸öÍÆÀíµÄÕâ¸öÍÌÍÂÒÔ¼°ËüµÄ±¾Ç®¡£¡£¡£¡£¡£Îâ½áÉú 48:57

ÔÙ¾ÍÊÇÔÚÄ£×ÓµÄѵÁ··½ÃæÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔÚһЩ´óÄ£×ÓµÄѵÁ·µÄ²âÊÔÄÚÀ£¬£¬
£¬£¬£¬ÎÒÃÇ·¢Ã÷»ùÓÚ M 890 ×îеÄоƬÄØ£¬£¬£¬
£¬£¬£¬ËüµÄÍÆÀíѵÁ·µÄÐÔÄÜÄØ£¬£¬£¬
£¬£¬£¬ÊDZÈÎÒÃÇÉÏÒ»´úµÄ 8101 µÄÐÔÄÜÌáÉýÁË 3 ±¶¡£¡£¡£¡£¡£ÔÚÕû¸ö AI µÄ native µÄ»ù´¡ÉèÊ©ÄÚÀ£¬£¬
£¬£¬£¬ÏÖʵÉÏÊÇÒ»¸ö¼¯³ÉÁËÅÌËã¡¢´æ´¢ºÍÍøÂçµÄÕâÑùµÄÒ»¸ö¼¯ÈºÏµÍ³£¬£¬£¬
£¬£¬£¬Ëü³ä·Ö½èÖúÁË¿­Ê±AGÈíÓ²Ò»ÌåµÄЭͬÉè¼Æ£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÎÒÃÇÈ«Õ»µÄÓÅ»¯£¬£¬£¬
£¬£¬£¬ÎªÄ£×ÓµÄѵÁ·ºÍÄ£×ÓµÄÍÆÀíÄØ£¬£¬£¬
£¬£¬£¬Ìṩһ¸ö¸ßЧµÄ¡¢Îȹ̵ÄÕâÖÖ´ó¹æÄ£µÄËãÁ¦¡£¡£¡£¡£¡£ÔÚÇ°¶ËµÄÍøÂçÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇʹÓÃÁËCIP¡¢ CIPO 2.0 µÄÅþÁ¬£¬£¬£¬
£¬£¬£¬Ìá¸ßÁËÎȹ̺ÍÇå¾²µÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬Í¬Ê±Ò²¼ÓËÙÁËÍøÂçµÄ´«ÊäºÍ´æ´¢µÄ»á¼û¡£¡£¡£¡£¡£ºó¶ËµÄÍøÂçÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃǽÓÄɵÄÊÇ HPN µÄ 8.0 µÄ˫ƽÃæ»òË«ÈßÓàµÄÕâÑùµÄÒ»¸ö¼Ü¹¹£¬£¬£¬
£¬£¬£¬µ¥Á½²ãµÄÍøÂç¼Ü¹¹£¬£¬£¬
£¬£¬£¬×Åʵ¿ÉÒÔÖ§³Öµ¥¸ö¼¯Èº 13 Íò¿¨ÕâÑùµÄÒ»¸ö¹æÄ£¡£¡£¡£¡£¡£Èý²ãµÄ¼Ü¹¹¿ÉÒÔÖ§³Ö°ÙÍò¼¶±ðµÄÕâÑùµÄÒ»¸öÀ©Õ¹¹æÄ£¡£¡£¡£¡£¡£ÔÚ¼¯³ÉÖÎÀí·½Ã棬£¬£¬
£¬£¬£¬×ÅʵÎÒÃÇÒ²×öÁË´ó×ÚµÄÁ¢Ò죬£¬£¬
£¬£¬£¬Äܹ»°ü¹Ü¼¯ÈºµÄ¸ß¿ÉÓ㬣¬£¬
£¬£¬£¬ÎÒÃÇÌṩÁË·ÖÖÓ¼¶±ðµÄ¹ÊÕϵÄ×ÔÓúÄÜÁ¦¡£¡£¡£¡£¡£°ü¹Üÿ¸öʵÀýµÄ¸ß¿ÉÓõĵִï9.7%£¬£¬£¬
£¬£¬£¬Äܹ»ÌṩÁËÒ»¸öÎȹ̵ÄËãÁ¦¡£¡£¡£¡£¡£ÔÚѵÁ·µÄÀú³ÌÄÚÀ£¬£¬
£¬£¬£¬×ÅʵÓÐÁíÍâÒ»¸öϵͳÊǺÜÊÇÖ÷ÒªµÄ£¬£¬£¬
£¬£¬£¬¾ÍÊǴ洢ϵͳ¡£¡£¡£¡£¡£Ëæ×ÅÕâ¸öѵÁ·µÄÊý¾Ý¹æÄ£µÄÒ»Ö±À©´ó£¬£¬£¬
£¬£¬£¬ºÃ±È˵´Ó PB ¼¶±ðÀ©Õ¹µ½°Ù PB ¼¶±ð£¬£¬£¬
£¬£¬£¬ÉõÖÁÊÇ EB ¼¶±ð¡£¡£¡£¡£¡£È»ºóÄ£×ӵIJÎÊýÄØ£¬£¬£¬
£¬£¬£¬´ÓǧÒÚµ½ÍòÒÚµ½Ê®ÍòÒڴεÄÊ®ÍòÒڵIJÎÊýµÄ¼¶±ð¡£¡£¡£¡£¡£È»ºóÔÙ¾ÍÊÇÔÚѵÁ·µÄÀú³ÌÄÚÀ£¬£¬
£¬£¬£¬¶Ôcheckpoint£¬£¬£¬
£¬£¬£¬ËüµÄ´òµÄƵÂÊÄØ£¬£¬£¬
£¬£¬£¬Ò²´ÓÔ­À´µÄ¼¸Ê®·ÖÖÓ½µµÍµ½·ÖÖÓ¼¶±ð£¬£¬£¬
£¬£¬£¬ÉõÖÁ¼¸Ê®Ã뼶±ð¡£¡£¡£¡£¡£ÄÇôÕâЩÐèÇó×Åʵ¶Ô´æ´¢¡£¡£¡£¡£¡£Îâ½áÉú 50:57Ìá³öÁ˺ÜÊǼ«ÖµÄÐèÇ󡣡£¡£¡£¡£Õë¶ÔÕâЩÐèÇóÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»ùÓÚ°¢ÀïÔÆ·ÉÌìÅ̹ŵÄÂþÑÜʽ´æ´¢µ××ù£¬£¬£¬
£¬£¬£¬´òÔìÁËÒ»¸öÈ«Õ»×ÔÑеÄÐÂÒ»´úµÄ CPFS ϵͳ¡£¡£¡£¡£¡£ÄÇô CPFS ϵͳ£¬£¬£¬
£¬£¬£¬Ð嵀 CPFS ϵͳ£¬£¬£¬
£¬£¬£¬ËüÌṩÁ˺ÜÊÇˮƽÀ©Õ¹µÄÀ©Õ¹ÄÜÁ¦£¬£¬£¬
£¬£¬£¬µ¥¸öÎļþϵͳ¿ÉÒÔÖ§³Ö°Ù PB ¼¶±ðµÄÈÝÁ¿£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÍòÒÚ¼¶±ðµÄÎļþÊýÄ¿¡£¡£¡£¡£¡£Í¬Ê±ÎÒÃÇҲͨ¹ýÈ«Õ»µÄÊÖÒÕÓÅ»¯ºÍ£¬£¬£¬
£¬£¬£¬ºÍÈíÓ²Á¬ÏµµÄһЩЭͬÉè¼Æ¡£¡£¡£¡£¡£ºÃ±È˵ÔÚÅÌËã²à£¬£¬£¬
£¬£¬£¬ÎÒÃdzä·Ö½èÖúÎÒÃÇ CIPU µÄÓ²¼þжÔصÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬ÒÔ¼°¸ú²Ù×÷ϵͳµÄЭͬÓÅ»¯¡£¡£¡£¡£¡£È»ºóÔÚÅÌËãºó¶Ë£¬£¬£¬
£¬£¬£¬ÎÒÃÇÌṩÁ˸ßÐÔÄܵĴ洢µÄÒýÇæÒÔ¼°¸ßÐÔÄÜ´æ´¢ÍøÂ磬£¬£¬
£¬£¬£¬Ê¹µÃµ¥¸öÎļþϵͳµÄ¿ÉÒÔÌṩ°Ù TB ¼¶±ðµÄ´ø¿íÒÔ¼° E ¼¶±ðµÄ IOPs Õâ¸öÄÜÁ¦¡£¡£¡£¡£¡£È»ºó×îºóÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇҲͨ¹ýÕâÖÖÖÇÄܵÄÀäÈÈ·Ö²ãºÍÉúÃüÊý£¬£¬£¬
£¬£¬£¬»òÊý¾ÝÉúÃüÖÜÆÚÖÎÀíµÄÕâ¸öÄÜÁ¦£¬£¬£¬
£¬£¬£¬À´½µµÍÁËÕâ¸ö´æ´¢µÄ±¾Ç®¡£¡£¡£¡£¡£Îâ½áÉú 52:00ÐÂÒ»´úµÄ CPFS ×ÅʵΪÎÒÃÇÕû¸öµÄ´óÄ£×ÓµÄѵÁ·£¬£¬£¬
£¬£¬£¬ËüµÄЧÂÊÒÔ¼°±¾Ç®¶¼´øÀ´ÁËÒ»¸öºÜÊÇ´óµÄÒ»¸öÌáÉýµÄÄÜÁ¦¡£¡£¡£¡£¡£ÕâÊÇÊʲŸø¸÷ÈËÏÈÈÝÁËÎÒÃÇÔÚѵÁ··½ÃæµÄһЩÊÂÇ飬£¬£¬
£¬£¬£¬ÔÚÍÆÀí·½Ã棬£¬£¬
£¬£¬£¬×ÅʵÍÆÀíµÄËùÐèÒªµÄÕâËãÁ¦×ÊÔ´ÄØ£¬£¬£¬
£¬£¬£¬½«Ô¶Ô¶¸ßÓÚѵÁ·µÄ×ÊÔ´¡£¡£¡£¡£¡£ÎÒÃÇÔÚ»ù´¡ÉèÊ©·½ÃæÒ²¾ÙÐÐÁËһϵÁеÄÕâÁ¢ÒìºÍÉú³¤£¬£¬£¬
£¬£¬£¬À´ÍÆÌá¸ßÍÆÀíµÄЧÂÊ£¬£¬£¬
£¬£¬£¬½µµÍÍÆÀíµÄ±¾Ç®£¬£¬£¬
£¬£¬£¬Äܹ»ÊÍ·Å token µÄÉú²úÁ¦¡£¡£¡£¡£¡£Îâ½áÉú 52:30°¢ÀïÔÆ£¬£¬£¬
£¬£¬£¬ÎÒÃǶÔÍÆÀíµÄ»ù´¡ÉèÊ©¾ÙÐÐÁËÒ»¸öÈ«Õ»µÄÓÅ»¯£¬£¬£¬
£¬£¬£¬´ÓÕâÕÅͼÉÏ£¬£¬£¬
£¬£¬£¬´Óµ×ÏòÉÏÎÒÃÇÀ´¿´µÄ»°£¬£¬£¬
£¬£¬£¬×ÅʵÎÒÃÇ¡£¡£¡£¡£¡£×îµ×²ãµÄÊÇÎÒÃÇ×Ô¼ºµÄÅÌ¾ÅµÄ AI ·þÎñÆ÷£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÎÒÃÇΪÍÆÀíÇéÐλòÍÆÀíµÄ³¡¾°ÓÅ»¯Éè¼ÆµÄ TPN µÄÍøÂç¼Ü¹¹¡£¡£¡£¡£¡£ÍùÉϵÄÊÇ¿­Ê±AGÅÌËã´æ´¢ÍøÂçµÄ½¹µãµÄÄÜÁ¦¡£¡£¡£¡£¡£ÆäÖÐÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇҲΪÍÆÀí Cache Êý¾ÝµÄ´æ´¢Ìá³öÁËÒ»¸öÐ嵀 KVCache µÄ¶à²ã»º¼±·þÎñ¡£¡£¡£¡£¡£ÔÙÍùÉÏÊÇ¿­Ê±AGÍÆÀíÒýÇ棬£¬£¬
£¬£¬£¬ÒÔ¼°ÎÒÃÇÍÆÀí KVCache µÄһЩÖÎÀí²ã¡£¡£¡£¡£¡£×îÉÏÃæµÄÊÇÍÆÀíµÄ·þÎñ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÌṩÁËÅɵÄÍÆÀí·þÎñ£¬£¬£¬
£¬£¬£¬ÒÔ¼°»ùÓÚÈÝÆ÷µÄһЩÍÆÀí¼¯ÈºµÄ½â¾ö·½°¸¡£¡£¡£¡£¡£¹á´®È«Õ»µÄÊǶ˵½¶ËµÄ¿ÉÊÓ²ìÄÜÁ¦¡£¡£¡£¡£¡£ÕâÑùµÄÒ»¸ö»ù´¡ÉèÊ©ÉÏÃæÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÖ§³ÖÁËǧÎʺͰÙÁ¶µÄ Token ¹¤³§¡£¡£¡£¡£¡£Îâ½áÉú 53:23ÏÂÃæÎÒÃǸø¸÷ÈËÏÈÈÝÒ»ÏÂÕâ¸öTPM£¬£¬£¬
£¬£¬£¬ TPM ÄØÊÇ Token Performance Network µÄÒ»¸öËõд£¬£¬£¬
£¬£¬£¬¾ÍÊÇÎÒÃÇרÃÅΪÃæÏòÕâ¸öÍÆÀíµÄ¼Ü¹¹£¬£¬£¬
£¬£¬£¬×¨ÃÅΪÕâ¸öÍÆÀíµÄÕâ¸ö³¡¾°ÄؾÙÐÐÁËÒ»¸öÉî¶ÈµÄÍøÂç¼Ü¹¹µÄÓÅ»¯£¬£¬£¬
£¬£¬£¬ËüµÄÖ÷ÒªµÄÁ¢ÒìµãÀ´×Ô¾ÍÊÇÎÒÃǰѶàÖÖ²î±ðµÄÁ÷Á¿¾Í·ÅÔÚͬÑùÒ»¸öÍøÂç¼Ü¹¹ÄÚÀ£¬£¬
£¬£¬£¬ÔÚÕâ¸öÍøÂçÄÚÀ£¬£¬
£¬£¬£¬×ÅʵÎÒÃÇÓÐ PD ÊèÉ¢µÄÍøÂçÁ÷Á¿£¬£¬£¬
£¬£¬£¬ÎÒÃÇÓÐ AF ÊèÉ¢µÄÍøÂçÁ÷Á÷Á¿£¬£¬£¬
£¬£¬£¬ÎÒÃÇÓлá¼û KV Cache Store µÄÍøÂçÁ÷Á¿£¬£¬£¬
£¬£¬£¬ÒÔ¼°»á¼ûÕâ¸öÔÆ·þÎñµÄÍøÂçÁ÷Á¿¡£¡£¡£¡£¡£Õ⼸¸ö¶àÖÖµÄÍøÂçÁ÷Á¿Ö®¼ä£¬£¬£¬
£¬£¬£¬ÎÒÃÇ¿ÉÒÔ°´ÐèµÄ·ÖÅä´ø¿í£¬£¬£¬
£¬£¬£¬Ìṩ²î±ðÁ÷Á¿Ö®¼äµÄÒ»¸öÐÔÄܵĸôÀ룬£¬£¬
£¬£¬£¬ÒÔ¼°ËüµÄ·þÎñÖÊÁ¿µÄ°ü¹Ü¡£¡£¡£¡£¡£ÔÚÕâÑùµÄÒ»¸öÍøÂç¼Ü¹¹ÄÚÀ£¬£¬
£¬£¬£¬´ó´ó¼ò»¯ÁËÕâ¸öÍøÂçϵͳµÄÖØƯºó£¬£¬£¬
£¬£¬£¬Í¬Ê±Ò²½µµÍÁËÕâ¸öÍÆÀíµÄ±¾Ç®¡£¡£¡£¡£¡£ÔÚËæ×ÅÕâ¸ö agent µÄÉú³¤°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬¸÷ÈËÒ²»á¿´µ½£¬£¬£¬
£¬£¬£¬Õâ¸ö¶àÂֵĶԻ°°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÉÐÓг¤ÉÏÏÂÎĵÄÍÆÀíµÄ³ÉΪһ¸öеÄÇ÷ÊÆ¡£¡£¡£¡£¡£Îâ½áÉú 54:22È»ºóÔÚÕâ¸öÍÆÀíµÄÀú³ÌÄÚÀ£¬£¬
£¬£¬£¬ KV CATCH µÄÊý¾ÝµÄÁ¿ÄØ£¬£¬£¬
£¬£¬£¬ÊDZ¬·¢Ê½µÄÔöÌí¡£¡£¡£¡£¡£ÄÇ¿­Ê±AGÏԴ棬£¬£¬
£¬£¬£¬¿­Ê±AGÄڴ棬£¬£¬
£¬£¬£¬ÔÙ¼ÓÊÜÆ­ÍÁµØÕâÈý²ãµÄ´æ´¢µÄÈÝÁ¿£¬£¬£¬
£¬£¬£¬ÊÇÔ¶Ô¶²»¿ÉÖª×ã½ñÌì KV CATCH Êý¾ÝËüµÄÔöÌíÁ¿µÄ¡£¡£¡£¡£¡£ÄÇÕâÄÚÀï´øÀ´µÄÒ»¸öÓ°Ïì¾ÍÊǽµµÍÁËÍÆÀíµÄÖÀÖÐÂÊ£¬£¬£¬
£¬£¬£¬ÒÔ¼°½µµÍÁËÍÆÀíµÄÍÌÍ£¬£¬£¬
£¬£¬£¬¾ÍΪÏàʶ¾öÕâ¸öÎÊÌ⣬£¬£¬
£¬£¬£¬¾ÍÊÇÎÒÃÇÐû²¼ÁËÒ»¸öÐ嵀 G3.5 ²ãµÄ KV CATCH STORE µÄÒ»¸ö´æ´¢ÏµÍ³¡£¡£¡£¡£¡£ÄÇôËüÊÇÒ»¸ö¸ßÐÔÄÜµÄ KV CATCH µÄ´æ´¢STORE£¬£¬£¬
£¬£¬£¬È»ºóרÃÅΪ KV CATCH µÄ´æ´¢µÄ»á¼ûÄØ£¬£¬£¬
£¬£¬£¬¾ÙÐÐÁËһϵÁеÄÉî¶ÈÓÅ»¯¡£¡£¡£¡£¡£Îâ½áÉú 55:02Ê×ÏȵÚÒ»ÄØ£¬£¬£¬
£¬£¬£¬ÊÇÖ§³Ö KV µÄ½Ó¿Ú£¬£¬£¬
£¬£¬£¬¿ÉÒÔÎÒÃǺÜÀû±ãµÄÈ¥¶Ô½ÓÖÖÖÖ¿ªÔ´µÄ»ò×ÔÑеÄÍÆÀíµÄ¿ò¼ÜºÍÍÆÀíµÄÒýÇæ¡£¡£¡£¡£¡£µÚ¶þ£¬£¬£¬
£¬£¬£¬ÊÇÓëËãÁ¦Éϼá³ÖÇ׺ÍÐԵݲÅÅ£¬£¬£¬
£¬£¬£¬½èÖúÎÒÃÇ TPN µÄÍøÂ磬£¬£¬
£¬£¬£¬ÎÒÃÇ¿ÉÒÔ°Ñ KV catch store ºÍÍÆÀíµÄËãÁ¦×ÊÔ´°²ÅÅÔÚͬÑùÒ»¸ö TPN ÍøÂç¼Ü¹¹ÏÂÃ棬£¬£¬
£¬£¬£¬Äܹ»ÌṩÕâÖÖ¸ßÐÔÄܵÄÍøÂç»á¼û¡£¡£¡£¡£¡£Îâ½áÉú 55:27µÚÈý£¬£¬£¬
£¬£¬£¬ÊÇÒ»ÖÖÅÌËãºÍ´æ´¢ÊèÉ¢µÄ¼Ü¹¹£¬£¬£¬
£¬£¬£¬ KV catch store Ëü¿ÉÒÔ×ÔÁ¦ÓëËãÁ¦¾ÙÐа²ÅÅ£¬£¬£¬
£¬£¬£¬¿ÉÒÔ×ÔÁ¦ÓëËãÁ¦È¥¾ÙÐе¯ÐÔµÄÀ©ÈÝ£¬£¬£¬
£¬£¬£¬¿ÉÒÔÌṩǧÒÚ¼¶±ðµÄKV¡£¡£¡£¡£¡£´æ´¢µÄ KV ÔªËصĴ洢ÄÜÁ¦¡£¡£¡£¡£¡£ÔÚ¿Í»§µÄ POC µÄÑéÖ¤ÄÚÀ£¬£¬
£¬£¬£¬×ÅʵÎÒÃÇÒ²·¢Ã÷ KV cache store ÄØ£¬£¬£¬
£¬£¬£¬¿ÉÒÔÌá¸ß»º´æµÄÖÀÖÐÂʸߴï20%£¬£¬£¬
£¬£¬£¬´Ó¶ø´ó·ù½µµÍÕâ¸öÍÆÀíµÄ±¾Ç®£¬£¬£¬
£¬£¬£¬Ìá¸ßÍÆÀíµÄЧÂÊ¡£¡£¡£¡£¡£Îâ½áÉú 55:57ÔÚÎÒÃÇ°¢ÀïÔÆ£¬£¬£¬
£¬£¬£¬Ò²Îª¿Í»§ÄØÌṩÁ˶àÖÖÍÆÀí·þÎñµÄ²úÆ·Ñ¡Ôñ¡£¡£¡£¡£¡£×ÅʵÎÒÃÇÖª×ã¿Í»§Äزî±ðµÄ¶àÑù»¯µÄÐèÇ󣬣¬£¬
£¬£¬£¬ÎÒÃÇÌṩÁËÈýÖÖÀàÐ͵IJúÆ·£¬£¬£¬
£¬£¬£¬µÚÒ»ÖÖÀàÐ͵IJúÆ·ÊÇ¡£¡£¡£¡£¡£Ä£×Ó¼´·þÎñµÄ²úÆ·£¬£¬£¬
£¬£¬£¬¾ÍÊÇ¿­Ê±AG°ÙÁ¶¡£¡£¡£¡£¡£Ëü¿ÉÒÔ×ÊÖú¿Í»§Í¨¹ý API µÄ·½Ê½È¥»ñÈ¡ºóÃæµÄ¡£¡£¡£¡£¡£Ä£×ÓËù±¬·¢µÄtokens¡£¡£¡£¡£¡£µÚ¶þÀàµÄ²úÆ·ÄØ£¬£¬£¬
£¬£¬£¬ÊÇÕâÀàÎÒÃÇÏëÌÖÂ۵ģ¬£¬£¬
£¬£¬£¬¾ÍÊÇ¿­Ê±AGÅɵÄTokenWorks£¬£¬£¬
£¬£¬£¬ËüÊÇÊôÓÚÒ»ÖÖƽ̨¼´·þÎñ PASS ²ãµÄ²úÆ·¡£¡£¡£¡£¡£ËüµÄÒªº¦µÄ½¹µãÄÜÁ¦ÊÇʲôÄØ£¿
£¿µÚÒ»ÄØ£¬£¬£¬
£¬£¬£¬Ëü¿ªÏä¼´Ó㬣¬£¬
£¬£¬£¬¿ÉÒÔÈÃÄ£×ÓµÄÉÏÏß´Ó¼¸ÌìϽµµ½¼¸Ê®·ÖÖÓ£¬£¬£¬
£¬£¬£¬Ìá¸ßÕâ¸öÄ£×ÓÉÏÏßµÄЧÂÊ¡£¡£¡£¡£¡£µÚ¶þÄØ£¬£¬£¬
£¬£¬£¬ÊÇÆóҵרÊôºÍ¿É¿ØµÄÒ»¸öÄÜÁ¦£¬£¬£¬
£¬£¬£¬ºÃ±È˵¿Í»§Ïë×Ô¼ºÈ¥¶¨ÖÆһЩרÊôµÄÍø¹Ø£¬£¬£¬
£¬£¬£¬ÒÔ¼°×öһЩÏÞÁ÷µÄ»úÖƵÄһЩ¶¨ÖÆ»¯¡£¡£¡£¡£¡£Îâ½áÉú 56:52µÚÈýÄØ£¬£¬£¬
£¬£¬£¬ÊÇÌṩÁËÒ»¸öÁ¢Ì廯µÄÕâÖÖ SOO µÄÒ»¸ö°ü¹Ü¡£¡£¡£¡£¡£Ò»°ãÀ´Ëµ¸÷ÈË»á¹Ø×¢£¬£¬£¬
£¬£¬£¬ºÃ±È˵Ê× Token µÄ¡£¡£¡£¡£¡£Õâ¸öÑÓ³Ù¾ÍTTFT£¬£¬£¬
£¬£¬£¬µ«Í¬Ê±ÄØ¿Í»§Ò²»á¹Ø×¢£¬£¬£¬
£¬£¬£¬ºÃ±È˵Îҵı¾Ç®°¡¡¢¼ÛÇ®°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬»òÕßÎÒµÄ token µÄÍÌÍ°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÉÐÓÐÎҵĻº´æµÄÖÀÖÐÂÊ£¬£¬£¬
£¬£¬£¬ÒÔÊÇ tokenbox ÏÖʵÉϳýÁË TTFT ÒÔÍ⣬£¬£¬
£¬£¬£¬ËüÌṩÁËÒ»¸öÔ½·¢Á¢Ì廯µÄÒ»¸ö SOA µÄÒ»¸öÄ£×Ó£¬£¬£¬
£¬£¬£¬¿Í»§Æ¾Ö¤¿ÉÒÔƾ֤×Ô¼ºµÄÐèÒª¾ÙÐÐÉèÖᣡ£¡£¡£¡£Îâ½áÉú 57:23µÚÈýÀà²úÆ·ÄØ£¬£¬£¬
£¬£¬£¬ÊÇÎÒÃÇÒ²»á¿´µ½ÓÐÒ»Àà¿Í»§£¬£¬£¬
£¬£¬£¬Ëû¿ÉÄܶÔ×ÊÔ´Óиü¶àµÄÖÎÀíµÄËßÇ󣬣¬£¬
£¬£¬£¬ºÃ±È˵Ëû°×Ìì»á°Ñ×ÊÔ´¾ÙÐÐÍÆÀí£¬£¬£¬
£¬£¬£¬ÍíÉÏÄØ¿ÉÄÜ°Ñ×ÊÔ´¾ÙÐÐһЩÊý¾ÝµÄ´¦ÀíºÍÄ£×ÓµÄѵÁ·¡£¡£¡£¡£¡£»£»£ÉÐÓпͻ§¿ÉÄܶÔÄ£×ÓµÄÍÆÀíµÄ¼Ü¹¹£¬£¬£¬
£¬£¬£¬»áÒÔ¼°Ä£×ÓÓÐ×Ô½¨µÄÒ»¸öËßÇ󡣡£¡£¡£¡£ÄÇôÕë¶ÔÕâЩ¿Í»§µÄÐèÇ󣬣¬£¬
£¬£¬£¬ÎÒÃÇÌṩÁËÒ»¸ö»ùÓÚÈÝÆ÷µÄÕâÑùµÄÒ»¸öÍÆÃ÷È·¾ö·½°¸¡£¡£¡£¡£¡£Îâ½áÉú 57:48Ê×ÏÈÕâ¸öÈÝÆ÷µÄ£¬£¬£¬
£¬£¬£¬Õâ¸öÍÆÃ÷È·¾ö·½°¸ÄÚÀ£¬£¬
£¬£¬£¬ÎÒÃÇ×ÊÖú¿Í»§½â¾öÁËËÄÀàÎÊÌâ¡£¡£¡£¡£¡£µÚÒ»¸öÄØÊǼò»¯ËüµÄ°²ÅźÍÔËά£¬£¬£¬
£¬£¬£¬Ìṩ×ÊÔ´µÄһЩ±àÅźÍËõÀ©ÈݵÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬Ìṩת¶¯µÄ¸üк͹ÊÕϻָ´µÈ¡£¡£¡£¡£¡£µÚ¶þÄØÊÇÌṩģ×ӵĸÐÖªµÄÕâÖÖÖÇÄÜ·ÓÉ£¬£¬£¬
£¬£¬£¬ºÃ±È˵ÎÒÃÇ¿ÉÒÔÌṩ KV cache¡£¡£¡£¡£¡£¸ÐÖªµÄ·ÓÉ£¬£¬£¬
£¬£¬£¬»òÕßÌṩ Lora ¸ÐÖªµÄ·ÓÉ¡£¡£¡£¡£¡£µÚÈý£¬£¬£¬
£¬£¬£¬ÊÇÌṩȫջµÄ¿ÉÊÓ²ìÄÜÁ¦¡£¡£¡£¡£¡£Îâ½áÉú 58:17µÚËÄÄØ£¬£¬£¬
£¬£¬£¬ÊÇÌṩÂþÑÜʽµÄ»º´æºÍÄ£×ÓµÄÔ¤ÈÈÄÜÁ¦£¬£¬£¬
£¬£¬£¬ÕâÑù»á×ÊÖúÔÚÄ£×ÓµÄÍÆÀíÀú³ÌÖоÙÐÐÀäÆô¶¯µÄÕâ¸öЧÂÊ£¬£¬£¬
£¬£¬£¬½µµÍÀäÆô¶¯µÄʱÑӸߴï90%¡£¡£¡£¡£¡£»£»£»ùÓÚÕâЩÄÜÁ¦µÄ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÓÐЩ¿Í»§ÔÚʹÓõÄÀú³ÌÀïÄÚÀ£¬£¬
£¬£¬£¬¿ÉÒÔ×ÊÖúËûÃÇÌá¸ß GPU µÄʹÓÃÂÊ£¬£¬£¬
£¬£¬£¬Ìá¸ß35%£¬£¬£¬
£¬£¬£¬È»ºóÿ¸ö Token µÄƽÊä³öµÄƽ¾ùºÄʱÄØ£¬£¬£¬
£¬£¬£¬Ò²½µµÍÁË60%¡£¡£¡£¡£¡£Îâ½áÉú 58:44ÒÔÊÇÊʲÅÒ²¸ø¸÷È˽²µ½ÁËѵÁ·ºÍÍÆÀí£¬£¬£¬
£¬£¬£¬Õë¶ÔµÚÈý·½Ã棬£¬£¬
£¬£¬£¬¾ÍÖÇÄÜÌå agent ÄØ£¬£¬£¬
£¬£¬£¬ÕýÔÚ×ßÏò¹æÄ£»£»£»¯ºÍ³¡¾°»¯µÄÂäµØ¡£¡£¡£¡£¡£ÎÒÃÇҲƾ֤ agent ¸ºÔصÄÌصã¾ÙÐÐÁËһϵÁеÄÉî¶ÈÓÅ»¯ºÍÁ¢Ò죬£¬£¬
£¬£¬£¬Ôö½øÖÇÄÜÌåÔÚ°¢ÀïÔÆÉϹæÄ£»£»£»¯µÄÔËÐС£¡£¡£¡£¡£ÊʲÅÖÜçùÒ²Ìáµ½£¬£¬£¬
£¬£¬£¬ËµÕû¸öÖÇÄÜÌåµÄÔËÐУ¬£¬£¬
£¬£¬£¬ËüÏÖʵÉÏÓкÜÊÇһЩÏÔÖøµÄ×ÔÉíÌص㣬£¬£¬
£¬£¬£¬ºÃ±È˵ËüÐèÒªÒ»¸öÇå¾²¸ôÀëµÄɳÏäÇéÐΣ¬£¬£¬
£¬£¬£¬ËüÊǸ߲¢·¢£¬£¬£¬
£¬£¬£¬ÆµÈÔµÄÆôÍ££¬£¬£¬
£¬£¬£¬ËüµÄÖ´ÐÐʱ¼äµÄ¶¯Ì¬£¬£¬£¬
£¬£¬£¬ºÃ±È˵ÓÐµÄ agent ÖÇÄÜÌå¿ÉÄܾÍÖ´ÐÐÒ»¸öÏÂÁ£¬£¬
£¬£¬£¬ÓÐµÄ agent ¿ÉÄÜÊÇÒ»¸ö¼¸¸öСʱ»òÕßÊýÌìµÄÒ»¸ö³¤Ê±¼äµÄÔËÐС£¡£¡£¡£¡£Îâ½áÉú 59:25ÖÇÄÜÌåÔÚÔËÐеÄÀú³ÌÖУ¬£¬£¬
£¬£¬£¬ÓÐʱ¼ä»á¿ÕÏУ¬£¬£¬
£¬£¬£¬¿ÕÏеÄʱ¼äÄØ£¬£¬£¬
£¬£¬£¬´Ó¿Í»§µÄÊÓ½ÇÀ´¿´£¬£¬£¬
£¬£¬£¬ËûÏ£ÍûÄܹ»¾ÙÐÐÐÝÃߣ¬£¬£¬
£¬£¬£¬Äܹ»ÊÍ·Å×ÊÔ´À´½µµÍ±¾Ç®¡£¡£¡£¡£¡£Õë¶ÔÕâЩÐèÇóÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²×öÁËһϵÁеÄÓÅ»¯¡£¡£¡£¡£¡£Ê×ÏÈÊÇͨ¹ý CIPU »òÐéÄ⻯µÄÊÖÒÕµÄÁ¬Ïµ£¬£¬£¬
£¬£¬£¬ÌṩÁËÒ»¸ö MicroVM ¼¶±ðµÄÕâÑùµÄÒ»¸öÇå¾²¸ôÀëµÄɳÏäÔËÐÐÇéÐΡ£¡£¡£¡£¡£Æä´ÎÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²Ìá¸ßÁËÎÒÃÇϵͳµÄÀ©Õ¹ÄÜÁ¦ºÍµ¯ÐÔÄÜÁ¦¡£¡£¡£¡£¡£ÎÒÃÇ°ÑÎÒÃÇ×Ô¼ºµÄÕû¸öµÄ¹Ü¿ØÃæÄð³ÉÁ˵ڶþ¸öÊý¾ÝÃ棬£¬£¬
£¬£¬£¬Äܹ»Ö§³Öÿ·ÖÖÓ¿ìËÙµÄÀ­Æ𣬣¬£¬
£¬£¬£¬ºÃ±È˵ 10 Íò¼¶±ðµÄÕâÑùµÄһЩɳÏä¡£¡£¡£¡£¡£ÎÒÃÇÔÚµ¥¸öÇøÓòÄÚÀïÒ²Ö§³Ö°ÙÍò¼¶±ðµÄɳÏäµÄ¹æÄ£¡£¡£¡£¡£¡£Õâ¾ÍÊÇ¿ìËÙµÄÆô¶¯£¬£¬£¬
£¬£¬£¬¿­Ê±AGÀäÆô¶¯µÄʱ¼ä¿ÉÒÔµÖ´ï°ÙºÁÃ뼶±ð£¬£¬£¬
£¬£¬£¬ÈÈÆô¶¯µÄʱ¼äÊÇ 10 ºÁÃ뼶±ð¡£¡£¡£¡£¡£Îâ½áÉú 01:00:11×îºóÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²Ö§³ÖÉî¶ÈµÄÐÝÃß¡£¡£¡£¡£¡£ÊʲÅÒ²ÌᵽɳÏ䣬£¬£¬
£¬£¬£¬ÖÇÄÜÌåɳÏäËüµÄÔËÐÐÄØ£¬£¬£¬
£¬£¬£¬ÊǺÜÊDz»Îȹ̣¬£¬£¬
£¬£¬£¬»òÕߺÜÊǵĶ¯Ì¬µÄ£¬£¬£¬
£¬£¬£¬ÓеÄʱ¼äÔËÐк̣ܶ¬£¬£¬
£¬£¬£¬ÓеÄʱ¼äÔËÐкܳ¤¡£¡£¡£¡£¡£ÓÐʱ¼äÐèÒª³¤Ê±¼äµÄÐÝÃߣ¬£¬£¬
£¬£¬£¬ÄÇôÔÚÐÝÃßµÄÀú³ÌÄÚÀ£¬£¬
£¬£¬£¬ÎÒÃÇ°Ñ¡£¡£¡£¡£¡£ÖÇÄÜÌåËüµÄÔËÐÐʱ´úµÄÄÚ´æÉúÑÄÏÂÀ´£¬£¬£¬
£¬£¬£¬ÊÍ·Å CPU ºÍÄڴ棬£¬£¬
£¬£¬£¬´Ó¶ø½µµÍ±¾Ç®¡£¡£¡£¡£¡£ÔÚ½ÐÐѵÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²¿ÉÒÔ¿ìËÙµÄÆô¶¯¡£¡£¡£¡£¡£Îâ½áÉú 01:00:39×îºó£¬£¬£¬
£¬£¬£¬ÎÒÃÇÌṩÎÞаµÄ½Ó¿Ú£¬£¬£¬
£¬£¬£¬°üÀ¨ E to B µÄ¼æÈݽӿڰ¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÉÐÓÐ K8S ¼æÈݵÄЭÒéµÄ½Ó¿Ú£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÎÒÃÇ×Ô¼ºº¯ÊýÅÌËãµÄÔ­ÉúµÄSDK¡£¡£¡£¡£¡£ÕâÑùµÄ»°£¬£¬£¬
£¬£¬£¬°ü¹Ü¿Í»§¿ÉÒÔƾ֤×Ô¼ºµÄÓªÒµµÄÐèÇóÀ´ÎÞаµÄ¡¢¸ßЧµÄ¾ÙÐжԽӡ£¡£¡£¡£¡£ÔÚ agent Ö´ÐеÄÀú³ÌÄÚÀïÄØ£¬£¬£¬
£¬£¬£¬×ÅʵÐèÒª´æ´¢Ò»Ð©×´Ì¬Êý¾Ý£¬£¬£¬
£¬£¬£¬°üÀ¨ËüµÄÊÂÇéĿ¼°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÉÐÓÐËüµÄ»á»°¼Í¼ºÍ˽ÓеÄÎļþµÈ״̬Êý¾Ý°¡¡£¡£¡£¡£¡£ËüÐèҪһЩÇå¾²µÄ¸ôÀëºÍÊý¾ÝµÄȨÏÞµÄÖÎÀí£¬£¬£¬
£¬£¬£¬ÈÝÁ¿ºÍÐÔÄܵÄÅä¶îÖÎÀíµÈ£¬£¬£¬
£¬£¬£¬ÐèÒª¸ß²¢·¢ºÍÆô¶¯µÄ×èÖ¹£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÐèÒªÓÐÔ½·¢´ó¹æÄ£µÄÎļþµÄ½¨ÉèºÍɾ³ýµÈµÈ¡£¡£¡£¡£¡£

Îâ½áÉú 01:01:21ÒÔÊÇÎÒÃÇÔÚÕâ¸öÐèÇóÏÂÃ棬£¬£¬
£¬£¬£¬×Åʵ¶ÔÕû¸öµÄÎļþϵͳÌá³öÁËÒ»¸öÐí¶à¼«ÖµÄÒªÇ󡣡£¡£¡£¡£ÎÒÃÇΪרÃÅΪÕâ¸ö agent ÄØÉè¼ÆÁËÒ»Ì×еÄÎļþ´æ´¢£¬£¬£¬
£¬£¬£¬½Ð agentic FS¡£¡£¡£¡£¡£ÄÇô agentic FS ËüµÄÒ»¸öÖ÷ÒªµÄÁ¢ÒìµãÀ´×ÔÓÚ£¬£¬£¬
£¬£¬£¬ÎÒÃÇΪÿһ¸ö agent ÌṩÁËÒ»¸ö¡£¡£¡£¡£¡£Çå¾²µÄ¡¢×ÔÁ¦µÄ¡¢¸ôÀëµÄÕâÑùµÄÒ»¸ö agentic space£¬£¬£¬
£¬£¬£¬ÄÇôÔÚÕâ¸ö¿Õ¼äÄÚÀïÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÌṩÁËÅä¶îµÄÖÎÀí¡¢ÈÝÁ¿µÄÅä¶îÖÎÀí¡¢ÐÔÄܵÄÅä¶îÖÎÀí£¬£¬£¬
£¬£¬£¬ÎÒÃÇÌṩÁËÕâÖÖÇå¾²µÄȨÏ޵ĿØÖÆ¡£¡£¡£¡£¡£Îâ½áÉú 01:01:55ÔÚ¹æÄ£·½Ã棬£¬£¬
£¬£¬£¬ÎÒÃÇÌṩÁË°ÙÍò¼¶±ðµÄÕâÑùµÄÒ»¸ö½¨ÉèºÍɾ³ýµÄÄÜÁ¦¡£¡£¡£¡£¡£ÔÚÿÃëÖÓÄØ£¬£¬£¬
£¬£¬£¬¿ÉÒÔÍê³É 10 Íò´ÎÕâÑùµÄÒ»¸öÎļþµÄ¹ÒÔغÍжÔØ£¬£¬£¬
£¬£¬£¬Öª×ãÖÇÄÜÌåµÄ¸ß²¢·¢ºÍ¸ß¶¯Ì¬µÄ¸ºÔØÐèÇ󡣡£¡£¡£¡£ agent ¸ºÔضÔÔÆÍøÂçÒ²Ìá³öÁËÒ»¸ö¸ü¶àµÄеÄÐèÇó°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÎÒÃÇÓÅ»¯ÁË VPC ºÍ Net Íø¹ØµÄÀ©Õ¹ÄÜÁ¦ºÍµ¯ÐÔÄÜÁ¦¡£¡£¡£¡£¡£µ± VPC ÄØ»áÖ§³Ö°ÙÍò agent ɳÏäµÄ²¢·¢½¨É裬£¬£¬
£¬£¬£¬È»ºóÿ¸ö agent µÄ Net µÄ¼¯ÈºÄØ£¬£¬£¬
£¬£¬£¬Ö§³Ö 20 ÍòɳÏäµÄ²¢·¢»á¼û¡£¡£¡£¡£¡£ÔÚÎȹÌÇå¾²·½ÃæÄØ£¬£¬£¬
£¬£¬£¬×Åʵ¸÷ÈËÔÚÔËÐÐÖÇÖÇÄÜÌåµÄʱ¼ä£¬£¬£¬
£¬£¬£¬¿ÉÄÜ»áÒªÇ󣬣¬£¬
£¬£¬£¬¾ÍÊÇ˵ÎÒÃǶԹ«ÍøµÄ»á¼ûÐèÒªÓÐÔ½·¢Ï¸Á£¶ÈµÄÏÞÁ÷¡¢ËÝÔ´ºÍÇå¾²µÄÉó¼Æ£¬£¬£¬
£¬£¬£¬ÎÒÃÇͨ¹ý³ö¿ÚÍø¹Ø EPG À´ÌṩÕâЩÇå¾²µÄÄÜÁ¦¡£¡£¡£¡£¡£×îºóÄØ£¬£¬£¬
£¬£¬£¬ agent ¿ÉÄÜÓС£¡£¡£¡£¡£ÕâÖÖÈ«Çò»á¼ûÍÆÀí·þÎñºÍʹÓù¤¾ßµÄÐèÇ󣬣¬£¬
£¬£¬£¬ÎÒÃÇͨ¹ý GA µÄÀ´ÌṩÕâÖÖÈ«Çò¼ÓËٺͿ羳¼ÓËÙµÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬´Ó¶øÀ´Ìá¸ßÕâ¸ö agent µÄÖ´ÐÐЧÂÊ¡£¡£¡£¡£¡£×îºóÄØ£¬£¬£¬
£¬£¬£¬×ܽáһϣ¬£¬£¬
£¬£¬£¬°¢ÀïÔƵÄÈ«Õ»µÄ AI »ù´¡ÉèÊ©°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÎÒÃÇÖ§³ÖÁËǧÎÊ´óÄ£×ÓµÄѵÁ·ÒÔ¼°°ÙÁ¶µÄÍÆÀí·þÎñ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²Ö§³ÖÁË°¢Àï°Í°ÍÖÖÖÖÓªÒµËüµÄ All in AI µÄÕ½ÂÔµÄÂäµØ¡£¡£¡£¡£¡£ÔÚÕâ¸öÀú³ÌÄÚÀ£¬£¬
£¬£¬£¬°¢ÀïÔƵÄÕâЩ²úÆ·ºÍÊÖÒÕ»ñµÃÁËÒ»¸öÃû¹óµÄÈ«Á´¡£¡£¡£¡£¡£Í¬Ê±ÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇ¡£¡£¡£¡£¡£Ò²ÍØÕ¹ÁËÐí¶àÍⲿ¿Í»§µÄÓªÒµ£¬£¬£¬
£¬£¬£¬½Ðº£ÄÚÖÁÉÙÓÐÒ»°ëµÄ´óÄ£×Ó¹«Ë¾¶¼ÅÜÔÚ°¢ÀïÔÆÉÏÃæ¡£¡£¡£¡£¡£Îâ½áÉú 01:03:30ÆóҵȫջµÄ AI ÔÆ·þÎñÊг¡·½ÃæÄØ£¬£¬£¬
£¬£¬£¬¿­Ê±AGÊг¡·Ý¶îÒ²ÊÇ40.1%£¬£¬£¬
£¬£¬£¬ÕâÑùÒ»¸öÁìÏȵÄÊг¡·Ý¶î¡£¡£¡£¡£¡£ºÜÊÇлл¿­Ê±AG¿Í»§¶Ô¿­Ê±AGÐÅÈΰ¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬¿Í»§µÄÕâЩÐèÇ󣬣¬£¬
£¬£¬£¬×ÅʵÇý¶¯ÁËÎÒÃÇ AI native »ù´¡ÉèÊ©µÄÒ»¸öÁ¢ÒìºÍÉú³¤¡£¡£¡£¡£¡£ÎҵķÖÏí¾Íµ½´Ë¿¢Ê£¬£¬£¬
£¬£¬£¬ºÜÊÇлл¸÷ÈË¡£¡£¡£¡£¡£

ƽͷ¸ç°ëµ¼Ì帱×ܲø߻ۣº¡°AI±¬·¢²»¿¿¼òµ¥Ð¾Æ¬¡±£¬£¬£¬
£¬£¬£¬°¢Àï¹¹½¨È«Õ»ËãÁ¦ÏµÍ³

Ö÷³ÖÈË 01:03:54ллÎâ½áÉúÏÈÉú¡£¡£¡£¡£¡£Ð¾Æ¬ÊÇÖÇÄÜÌåʱ´úÒ»ÇÐËãÁ¦µÄÆðµã¡£¡£¡£¡£¡£½ÓÏÂÀ´ÓÐÇëƽͷ¸ç°ëµ¼Ì帱×ܲø߻ÛΪÎÒÃǽâ¶Á Tiny Heatsell ´ÓÈ«Õ»ËãÁ¦µ½¿ªÔ´Éú̬¡£¡£¡£¡£¡£?¸ß»Û 01:04:21ÁÐλÀ´±ö¸÷ÈËÉÏÎçºÃ£¬£¬£¬
£¬£¬£¬ºÜÐ˷ܽñÌìÄܹ»ÓÐʱ»úÔÚÕâÀïºÍ¸÷ÈË·ÖÏíÒ»ÏÂƽͷ¸ç×î½üµÄһЩϣÍû¡£¡£¡£¡£¡£¸Õ¸ÕÎâ½áÉúÏÈÉúΪÎÒÃÇ´øÀ´ÁË AI Native µÄһЩÔÆ»ù´¡ÉèÊ©×î½üµÄÏ£Íû¡£¡£¡£¡£¡£ÎÒÏë´ø¸÷ÈËÄØ£¬£¬£¬
£¬£¬£¬´ÓÒ»¸ö¸ü΢¹ÛµÄÊӽǣ¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ»ÆðÈ¥ zoom in һϣ¬£¬£¬
£¬£¬£¬¿´¿´¿­Ê±AGоƬ²ãÃæÔÚÃæÁÙÄÄЩÌôÕ½£¿
£¿Æ½Í·¸ç×î½üÔÚ×öÄÄЩÊÂÇ飿
£¿×Åʵ½ñÄêÒÔÀ´ÄØ£¬£¬£¬
£¬£¬£¬ÖÇÄÜÌå¿ìËÙµÄÓ¦ÓÃÒ²ÔÚÖØËÜÕû¸öÊý¾ÝÖÐÐĵÄÊÂÇ鸺ÔØ¡£¡£¡£¡£¡£ÄǺ͹ŰåµÄ´óÄ£×ÓѵÁ·ÍÆÀíÏà±È£¬£¬£¬
£¬£¬£¬×ÅʵÕâЩ¶¼¸øÊý¾ÝÖÐÐĵĻù´¡ÉèÊ©´øÀ´ÁËÐí¶àµÄÌôÕ½¡£¡£¡£¡£¡£?¸ß»Û 01:04:58¸Õ¸ÕÎÒÃÇÒ²¸Õ¿´µ½ÁËÎâ½ÜÉúÏÈÉúΪÎÒÃÇ´øÀ´ÁËÔÆÔÚÖÖÖÖ·½ÃæΪ agent Ëù×öµÄһЩÊÖÒÕµÄÊÂÇé¡£¡£¡£¡£¡£ÄÇ×ÅʵÔÚÖÇÄÜÌåÖ®¼äµÄ¸ßƵЭͬºÍ¡£¡£¡£¡£¡£¹¤¾ßŲÓöԳ¤Î²Ê±ÑÓÌá³öÁ˺ÜÊǸߵÄÒªÇ󡣡£¡£¡£¡£Í¬Ê±ÄØ£¬£¬£¬
£¬£¬£¬¸ß²¢·¢µÄÖÇÄÜÌåÓ¦Óᢳ¬³¤ÉÏÏÂÎĵĶàÂÖÍÆÀí£¬£¬£¬
£¬£¬£¬ÕâЩ¶¼ÈÃϵͳµÄЧÂÊÃæÁÙºÜÊÇ´óµÄѹÁ¦¡£¡£¡£¡£¡£?¸ß»Û 01:05:22ϵͳ²ãÃæµÄÆ¿¾±ÔÚ±»¼±¾çµÄ·Å´ó£¬£¬£¬
£¬£¬£¬ÕâЩ¶¼ÔÚÌôÕ½ËãÁ¦µÄʹÓÃÂÊTCO¡£¡£¡£¡£¡£ÈôÊÇ´æ´¢ºÍÍøÂç¸ú²»ÉÏ£¬£¬£¬
£¬£¬£¬ AI оƬµÄÅÌËãЧÂʾͻáϽµ£¬£¬£¬
£¬£¬£¬ÕûÌåµÄ MFU »á»á±»´ó·ùµÄÀ­µÍ¡£¡£¡£¡£¡£ÓÈÆäÊÇƵÈÔµÄÉÏÏÂÎÄÇл»£¬£¬£¬
£¬£¬£¬Òì¹¹×é¼þÖ®¼äȱ·¦Ð­Í¬£¬£¬£¬
£¬£¬£¬ÕâÑùÄØ£¬£¬£¬
£¬£¬£¬¾Í»á´øÀ´¿ÉÄÜ´ó×ÚÎÞÓõÄÄܺġ£¡£¡£¡£¡£ÕâЩÎÊÌâÄØ£¬£¬£¬
£¬£¬£¬×ÅʵÊÇ¿¿Éý¼¶Ò»¿ÅоƬ¡¢Á½¿ÅоƬÊǽâ¾ö²»Á˵ģ¬£¬£¬
£¬£¬£¬ÕâЩÐèÒªÔÚϵͳ¼¶¡£¡£¡£¡£¡£È¥×öÒ»¸öÕûÌåµÄ½â¾ö·½°¸¡£¡£¡£¡£¡£ÎÒÃÇоƬ²ãÃæËù¸ø³öµÄ»Ø¸²£¬£¬£¬
£¬£¬£¬Æ½Í·¸çËù¸ø³öµÄ»Ø¸²£¬£¬£¬
£¬£¬£¬¾ÍÊÇÎÒÃÇÔÚËã´æÍøȫջȥ×öÉý¼¶£¬£¬£¬
£¬£¬£¬È¥×öϵͳ¼¶µÄ¼«ÖÂЭͬ¡£¡£¡£¡£¡£ÎÒÃÇÒÔ AI оƬΪ½¹µã£¬£¬£¬
£¬£¬£¬¹¹½¨ÁËÊý¾ÝÖÐÐÄÍêÕûµÄ½â¾ö·½°¸¡£¡£¡£¡£¡£?¸ß»Û 01:06:09Ê×ÏÈÕæÎäоƬ×ÔÍƳöÒÔÀ´£¬£¬£¬
£¬£¬£¬×ÅʵһֱÔÚÒµ½çÄر¸ÊܺÃÆÀ£¬£¬£¬
£¬£¬£¬Ò²ÊǼ«¾ß²úÆ·¾ºÕùÁ¦£¬£¬£¬
£¬£¬£¬Ó¦ÓúÜÊÇÆÕ±éµÄ AI оƬ¡£¡£¡£¡£¡£Í¬Ê±ÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔÚÕâÒ»´ú´îÅ俭ʱAG³¬½Úµã£¬£¬£¬
£¬£¬£¬ÍƳöÁËÎÒÃÇ ScaleUP µÄ½»Á÷»úоƬ£¬£¬£¬
£¬£¬£¬Ò²¾ÍÊÇ»ùÓÚƽͷ¸ç×ÔÓÐµÄ ICN »¥ÁªÐ­ÒéµÄ Switch оƬ¡£¡£¡£¡£¡£ÓÐÁËÕâ¸öоƬ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔÚ½ÚµãÄھͿÉÒÔʵÏÖí§ÒâÁ½ÕÅ¿¨Ö®¼äµÄÎÞ²î±ð»á¼û£¬£¬£¬
£¬£¬£¬¹¹½¨Ò»¸öÈ«´ø¿íµÄ»¥ÁªÍøÂ磬£¬£¬
£¬£¬£¬ÕâÑù¾Í¿ÉÒÔÍ»ÆÆÒÑÍù¹Å°å¿ç½ÚµãͨѶµÄÒ»¸ö¸ßÑÓ³ÙÆ¿¾±¡£¡£¡£¡£¡£Í¬Ê±ÎÒÃÇÔÚ Scale Out ÍøÂçÉÏ£¬£¬£¬
£¬£¬£¬Æ½Í·¸çÒ²ÍƳöÁË¿­Ê±AGÅÌÂó¸ßÐÔÄÜÍø¿¨£¬£¬£¬
£¬£¬£¬ÕâÊÇÒ»¿îÄØ£¬£¬£¬
£¬£¬£¬Îª AI ¼¯Èº´òÔìµÄ 400G µÄ¸ßÐÔÄÜÍø¿¨£¬£¬£¬
£¬£¬£¬Ëü¿ÉÒÔÓÃÓÚ¿ç½ÚµãÖ®¼äµÄÒÔÌ«ÍøµÄͨѶ¡£¡£¡£¡£¡£?¸ß»Û 01:06:58ÒÑÍù×ÅʵºÜ³¤Ò»¶Îʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔÚÌÖÂÛ AI »ù´¡ÉèÊ©µÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÃÇ°Ñ¿­Ê±AG½¹µã¶¼·ÅÔÚÁËGPU£¬£¬£¬
£¬£¬£¬·ÅÔÚÁËÍø¿¨ÉÏ¡£¡£¡£¡£¡£µ± Authentic Infra ÔÙÖØаѽ¹µãÀ­»Øµ½ CPU µ±ÖУ¬£¬£¬
£¬£¬£¬ÎÒÃÇ¿´µ½ CPU ²»ÔÙÊÇ GPU µÄÒ»¸ö¸¨Öú´¦ÀíÆ÷£¬£¬£¬
£¬£¬£¬ËüÊÇÒ»¸öʹÃü±àÅÅÆ÷£¬£¬£¬
£¬£¬£¬ËüÈÏÕ湤¾ßµÄµ÷Àí¡¢¶à¹¤¾ßµÄ²¢ÐС¢³¤ÉÏÏÂÎĵÄÖÎÀíµÈµÈ¡£¡£¡£¡£¡£?¸ß»Û 01:07:23ƽͷ¸çµÄ·þÎñÆ÷ CPU ÒÐÌìϵÁвúÆ·ÄØ£¬£¬£¬
£¬£¬£¬¿ÉÒԺͿ­Ê±AG AI оƬ£¬£¬£¬
£¬£¬£¬¿ÉÒԺͿ­Ê±AGÍøÂçоƬÐγɸßЧµÄЭͬ¡£¡£¡£¡£¡£Í¬Ê±ÄØ£¬£¬£¬
£¬£¬£¬ÔÚ´æ´¢ÁìÓò£¬£¬£¬
£¬£¬£¬ÎÒÃǽ»¸¶ÁËÕðÔÀϵÁеĴ洢¿ØÖÆÆ÷оƬ£¬£¬£¬
£¬£¬£¬Õâ¸ö¿ÉÒÔÓÃÀ´½â¾öÎÒÃÇÏÖÔڵĺ£Á¿ÉÏÏÂÎĵÄÊý¾ÝÒÔ¼°ºã¾ÃÓ°Ï󡣡£¡£¡£¡£È«ÏµµÄ×ÔÑÐоƬµÄ»°£¬£¬£¬
£¬£¬£¬ÎªÎÒÃÇÕû¸öÏÏû³Á¢Òì´òÔìÁËÒ»¸öÊÖÒÕµ××ù¡£¡£¡£¡£¡£¿­Ê±AGÅ̾ó¬½Úµã·þÎñÆ÷£¬£¬£¬
£¬£¬£¬ËüÊÇÎÒÃÇÈ«Õ»ÄÜÁ¦µÄÒ»¸öÎïÀíÔØÌå¡£¡£¡£¡£¡£×ö¸öССµÄ¹ã¸æ£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»ùÓÚÕæÎäоƬµÄÅ̾÷þÎñÆ÷µÄ»°ÄØ£¬£¬£¬
£¬£¬£¬Ò²¸Õ¸ÕÈÙ»ñÁ˱¾½ìµÄÌìÏÂÈ˹¤ÖÇÄÜ´ó»áµÄÕò¹ÝÖ®±¦£¬£¬£¬
£¬£¬£¬½Ó´ý¸÷ÈËÄØÈ¥Õ¹ÇøÈ¥¿´Ò»¿´¿­Ê±AGÓ²¼þ¡£¡£¡£¡£¡£ÄÇÏÖʵÉÏÄØ£¬£¬£¬
£¬£¬£¬Õâ¸öÓ²¼þµ±Öв»µ«ÓС£¡£¡£¡£¡£¿­Ê±AGGPU£¬£¬£¬
£¬£¬£¬Óп­Ê±AGSwitch£¬£¬£¬
£¬£¬£¬ËüÒ²¼¯³ÉÁË¿­Ê±AGÍø¿¨Ð¾Æ¬¡¢¿­Ê±AG´æ´¢Ð¾Æ¬¡£¡£¡£¡£¡£?¸ß»Û 01:08:20Å;ÃÕâ¸ö·þÎñÆ÷µÄÉè¼ÆµÄ£¬£¬£¬
£¬£¬£¬ÏÖʵÉÏÕÕ¾É×öµÄºÜÊǺÜÊDz»´íµÄ¡£¡£¡£¡£¡£ËüÒÔºÜÊÇÎÞаµÄÄ£¿
£¿é»¯Ï¢ÕùñîµÄϵͳ½á¹¹£¬£¬£¬
£¬£¬£¬´øÀ´ÁËÐí¶àµÄϵͳÉè¼ÆµÄ±ãµ±¡£¡£¡£¡£¡£ºÃ±È˵Ëü¿ÉÒÔÎÞаµÄÖ§³ÖÕâÄÚÀïÖ÷Á¦Ð¾Æ¬µÄ×ÔÁ¦Ñݽø¡£¡£¡£¡£¡£ÈôÊÇ¿­Ê±AG GPU ÍùÏÂÈ¥ÑݽøÒ»´ú£¬£¬£¬
£¬£¬£¬ÔÚϵͳ²»×ö´óµÄÐ޸ĵÄÇéÐÎÏÂÃ棬£¬£¬
£¬£¬£¬Ëü¿ÉÒÔÈ¥×ÔÁ¦µÄÈ¥Ìæ»» GPU оƬ¡£¡£¡£¡£¡£Í¬Ê±ÄØ£¬£¬£¬
£¬£¬£¬ CPU Óë GPU оƬÄØ£¬£¬£¬
£¬£¬£¬ÊýÄ¿Ò²¿ÉÒÔ×öÎÞаµÄÅä±È¡£¡£¡£¡£¡£?¸ß»Û 01:08:48µÚ¶þµãÄØ£¬£¬£¬
£¬£¬£¬¾ÍÊÇ¿­Ê±AG GPU оƬºÍ¿­Ê±AG Switch оƬ½ÓÄÉÁËÒ»¸öÕý½»»¥ÁªµÄ¼Ü¹¹£¬£¬£¬
£¬£¬£¬ÕâÖּܹ¹µÄÀûÒæµÄ»°ÄØ£¬£¬£¬
£¬£¬£¬ÊÇËü¿ÉÒÔ½µµÍ¸ßËÙÁ´Â·µÄÏûºÄ£¬£¬£¬
£¬£¬£¬Í¬Ê±ÄØ£¬£¬£¬
£¬£¬£¬Ò²ïÔÌ­ÁË cable ²¼Ïߣ¬£¬£¬
£¬£¬£¬ÕâÑùÕûÌåÌá¸ßÁËϵͳµÄ¿É¿¿ÐԺͿÉÔËάÐÔ¡£¡£¡£¡£¡£ÕâЩ¶¼ÊÇÎÒÃÇÔÚÓ²¼þϵͳ²ãÃæËù×ö³öµÄһЩÉè¼ÆºÍ¿¼Á¿¡£¡£¡£¡£¡£?¸ß»Û 01:09:09ÄÇ»ùÓÚƽͷ¸çȫջоƬËù´î½¨Ê®Íò¿¨¼¶±ðµÄ¼¯Èº¼Ü¹¹£¬£¬£¬
£¬£¬£¬Á¬Ïµ°¢ÀïÔÆÍêÕûµÄAI¿ò¼Ü¡¢Æ½Ì¨¡¢Ä£×ÓºÍÓ¦Ó㬣¬£¬
£¬£¬£¬¿ÉÒÔΪ´óÄ£×ÓµÄѵÁ·¡¢ÍÆÀí¡¢ agent µÄÓ¦ÓÃÌṩ¸ßЧµÄËãÁ¦Ö§³Ö¡£¡£¡£¡£¡£ÎÒÃÇÈ«Õ»µÄоƬÏÖʵÉÏÒѾ­ÇÐʵµÄ·þÎñÁËǧÐаÙÒµµÄ¿Í»§£¬£¬£¬
£¬£¬£¬³ÉΪÁ˺£ÄÚÓ¦Óó¡¾°×îÆÕ±éµÄ AI оƬ¡£¡£¡£¡£¡£ÕæÎäоƬÄØ£¬£¬£¬
£¬£¬£¬×ÔÍƳöÒÔÀ´µ½½ñÄêµÄ 4 Ô·ݣ¬£¬£¬
£¬£¬£¬ÏÖʵÉÏÒѾ­³ö»õÁË 56 ÍòƬ£¬£¬£¬
£¬£¬£¬·þÎñÁË 20 ¶à¸ö¿ÍÐÐÒµ£¬£¬£¬
£¬£¬£¬ 400 ¶à¼Ò¿Í»§¡£¡£¡£¡£¡£ÎÒÏëÕâ¸ö°²ÅŹæÄ£ÒѾ­³ä·ÖÑéÖ¤ÁËÎÒÃÇ AI оƬµÄÎȹÌÐÔ¡¢Ò×ÓÃÐÔ¡¢ÓªÒµ·º»¯À©Õ¹µÄÄÜÁ¦¡£¡£¡£¡£¡£ÎÒÃdzÉΪÁ˺£ÄÚµ±½ñÓ¦Óó¡¾°×îÆÕ±éµÄAI оƬ¡£¡£¡£¡£¡£ÔÚÕâ¸ö³ö»õÁ¿±³ºó£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»ýÀÛÁ˲»µ«ÊÇʵ¼ùÂÄÀú£¬£¬£¬
£¬£¬£¬ÎÒÃǸú¿Í»§Ò²ÅäºÏ´òÄ¥ÁË¿­Ê±AGÈí¼þÕ»¡£¡£¡£¡£¡£¿­Ê±AGÈí¼þÕ»µÄÃû×ֽРTheadscale Èí¼þÕ»£¬£¬£¬
£¬£¬£¬ÎÒÃÇÄØ£¬£¬£¬
£¬£¬£¬½ñÌìÒ²ÕýʽÐû²¼¿­Ê±AG Theadscale Èí¼þÕ»¿ªÔ´¿ª·Å¡£¡£¡£¡£¡£ÎÒÃÇ×öÕâ¸ö¾öÒ飬£¬£¬
£¬£¬£¬×ÅʵºÜÖ÷ÒªµÄÒ»µãÊÇ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÏàÐÅ¿­Ê±AGÓ²Ó²¼þ×öµÄÔٺ㬣¬£¬
£¬£¬£¬ÈôÊÇûÓвýÊ¢µÄÈí¼þÉú̬£¬£¬£¬
£¬£¬£¬Ã»ÓлîÔ¾µÄ¿ª·¢ÕßÉçÇø£¬£¬£¬
£¬£¬£¬Ã»Óи»ºñµÄÄ£×Ӻ͹¤¾ßÖ§³Ö£¬£¬£¬
£¬£¬£¬ËãÁ¦ÊÇûÓв½·¥Ê©Õ¹ÕæÕýµÄ¼ÛÖµµÄ¡£¡£¡£¡£¡£ÒÔÊÇÎÒÃÇÑ¡Ôñ£¬£¬£¬
£¬£¬£¬ÎÒÃǰѺͰ¢ÀïÔÆÒÔ¼°Ç§ÐаÙÒµµÄ¿Í»§£¬£¬£¬
£¬£¬£¬ÔÚÕæʵµÄÇéÐÎÖо­ÓÉÁËÉî¶ÈµÄ´òÄ¥£¬£¬£¬
£¬£¬£¬¿¸¹ýÁË´ó¹æÄ£µÄÁ÷Á¿£¬£¬£¬
£¬£¬£¬ÖØ´óÓªÒµ³¡¾°ÑéÖ¤ÒÔ¼° SLA ÖÖÖÖÄ¥Á·µÄ SEAL Èí¼þÕ»£¬£¬£¬
£¬£¬£¬¿ª·Å¸øÕû¸ö¿ª·¢ÕßÉçÇø¡£¡£¡£¡£¡£?¸ß»Û 01:10:52ÎÒÃÇ¿ª·ÅµÄ×Åʵ²»ÊÇÒ»¸ö¼òÆӵĴúÂ룬£¬£¬
£¬£¬£¬ÊÇÒ»Ì״ӵײãÇý¶¯ÅÌËã¿â¡¢Í¨Ñ¶¿âµ½ÍÆÀíÒýÇæµÄÍêÕûµÄÈí¼þϵͳ¡£¡£¡£¡£¡£ÎÒÃÇÏ£ÍûÒÔÍêÕûµÄÈí¼þÕ»£¬£¬£¬
£¬£¬£¬ÉÁ¿ª·¢ÕßÄܹ»ÁãÃż÷µÄÓÃÉÏ¿­Ê±AGËãÁ¦£¬£¬£¬
£¬£¬£¬Ò²Èøü¶àµÄÏàÖúͬ°é¡£¡£¡£¡£¡£Äܹ»»ùÓÚ¿­Ê±AGƽ̨×ö¶þ´ÎµÄÁ¢Òì¡£¡£¡£¡£¡£ºÃ£¬£¬£¬
£¬£¬£¬ÎÒÃǽÓÏÂÀ´¿´Ò»ÏÂÎÒÃÇÈí¼þÕ»µÄȫò¡£¡£¡£¡£¡£´Óµ×²ãµ½Éϲ㣬£¬£¬
£¬£¬£¬ÏÖʵÉÏÎÒÃÇÌṩÁËÒ»¸öÍêÕûµÄÈí¼þ¹¤¾ßÁ´£¬£¬£¬
£¬£¬£¬¿ÉÒÔ¸ø¿ª·¢ÕßÌṩһ¸öÍòÄÜ¡¢¿É¿¿¡¢¿ªÏä¼´ÓõĿª·¢ÌåÑé¡£¡£¡£¡£¡£Ê×ÏÈÊǵײãÇý¶¯ÓëÔËÐÐʱ£¬£¬£¬
£¬£¬£¬ËüÌṩÁËͳһµÄ×°±¸ÓëÄÚ´æÖÎÀí¡£¡£¡£¡£¡£ÊDZà³ÌÓïÑԲ㣬£¬£¬
£¬£¬£¬ÎÒÃÇ¿ÉÒÔÎÞ·ìµÄÖ§³ÖC¡¢ C++¡¢Python£¬£¬£¬
£¬£¬£¬¿ª·¢ÕßÎÞÐèѧϰеÄÓïÑÔ»òÕß±à³Ì·¶Ê½£¬£¬£¬
£¬£¬£¬ÏÖÓеÄÕâЩ´úÂë¡£¡£¡£¡£¡£¾Í¿ÉÒÔ×öƽ»¬µÄǨáã¡£¡£¡£¡£¡£±àÒëÆ÷²ãÄØ£¬£¬£¬
£¬£¬£¬¿ÉÒÔ¹¹½¨ÆðÍêÕûµÄ¿ª·¢Óëµ÷ÊԵıջ·¡£¡£¡£¡£¡£¸ßÐÔÄÜ¿â²ãÊÇÎÒÃÇ»ýÀÛµÄ×îºóµÄÒ»²ã£¬£¬£¬
£¬£¬£¬ÎÒÃÇÓÐÁù´óµÄ½¹µãÊý¾Ý¿âÖ§³Ö´óÄ£×ÓµÄѵÍÆ£¬£¬£¬
£¬£¬£¬Í¬Ê±ÄØÓбà½âÂë¿âÀ´Öª×ã¶àģ̬µÄ¸ßÍÌÍÂÐèÇ󣬣¬£¬
£¬£¬£¬Í¬Ê±ÓÐÜöÝÍͨѶ¿âÆƽâÂþÑÜʽѵÁ·ÒÔ¼°ÍÆÀíµÄÆ¿¾±¡£¡£¡£¡£¡£ SoC Èí¼þջͬʱÄØ¿ÉÒÔÖúÁ¦¿ª·¢ÕßʵÏÖÈ«Á´Â·µÄÕÆ¿Ø£¬£¬£¬
£¬£¬£¬ÕâÄÚÀï´ÓËã×Ó¼¶µÄϸÄåÆÊÎöµ½ÏµÍ³¼¶µÄÈ«Õ»×ÜÀÀ¡£¡£¡£¡£¡£´Óµ¥¿¨µÄʵʱ¼à¿Ø£¬£¬£¬
£¬£¬£¬µ½´óÄ£×Ó¼¯ÈºµÄÖÇÄܵ÷Àí£¬£¬£¬
£¬£¬£¬ SealµÄÈí¼þջȫ·½Î»µÄ¸³ÄÜ¿ª·¢ÔËά¡£¡£¡£¡£¡£ºÃ£¬£¬£¬
£¬£¬£¬½²ÍêÁËÎÒÃÇÕû¸öÈí¼þÕ»µÄÊÖÒռܹ¹£¬£¬£¬
£¬£¬£¬ÎÒÏë½²Ò»½²ÎÒÃÇÈí¼þÕ»±³ºóµÄһЩÉè¼ÆµÄÂß¼­ºÍ³õÖ¾¡£¡£¡£¡£¡£×ÅʵÎÒÃÇ´ÓµÚÒ»ÐдúÂëµÄ½¨Éè×îÏÈ£¬£¬£¬
£¬£¬£¬ Seal ¾Í±ü³Ö×ÅÒÔ¿ª·¢ÕßÌåÑéΪÖÐÐĵĽ¹µãÀíÄî¡£¡£¡£¡£¡£ÎÒÃÇ´ÓÒ»×îÏȾÍÔÚÎÊ£¬£¬£¬
£¬£¬£¬¿ª·¢ÕßÔÚÒÑÍù»ýÀÛµÄÂÄÀúºÍ´úÂëÄܲ»¿ÉÔÚ Seal ÉÏÎÞ·ìµÄ¸´Óã¿
£¿¿ª·¢ÕßÔÚ Seal Èí¼þÕ»ÓõÄʱ¼ä£¬£¬£¬
£¬£¬£¬ËûÉÏÊÖ¿ì·³í¯£¿
£¿ËüÅܵĺÃÇ·ºÃ£¿
£¿Ëüµ÷ÆðÀ´Ë³²»Ë³£¿
£¿ÒÔÊÇΧÈÆ×ÅÕâЩÎÊÌ⣬£¬£¬
£¬£¬£¬ÎÒÃÇÈà Seal ×öÁËÈý¸ö²»±Ø¡£¡£¡£¡£¡£?¸ß»Û 01:13:05µÚÒ»¸öÄؽпª·¢Õß²»±Ø¸Ä£¬£¬£¬
£¬£¬£¬ÒÔÊÇ¿ª·¢Õß¿ÉÒÔÓÃÏÖÓеĴúÂ룬£¬£¬
£¬£¬£¬ÒÔÉÙÉÙÁ¿µÄÐ޸ģ¬£¬£¬
£¬£¬£¬¾ÍÖ±½ÓǨá㸴Óᣡ£¡£¡£¡£µÚ¶þµãÄØ£¬£¬£¬
£¬£¬£¬¿ª·¢Õß²»±ØµÈ£¬£¬£¬
£¬£¬£¬ÎÒÃÇ×ÅʵËùÓеÄÈ˶¼ÄܸÐÊܵ½Õû¸ö AI ÊÖÒÕµü´úµÄËÙÂÊ£¬£¬£¬
£¬£¬£¬ÖðÈÕÐÂÔÂÒ죬£¬£¬
£¬£¬£¬Ö÷Á÷¿ª·¢ÕßÉçÇøÉÏÏßа汾ºó£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»áµÚһʱ¼äÊÊÅ䣬£¬£¬
£¬£¬£¬¿ª·¢ÕßÎÞÐè×öÌØÁíÍâÊÊÅäºÍÆÚ´ý¡£¡£¡£¡£¡£ÎÒÃÇÔÚ¶Ìʱ¼äÄھͿÉÒÔÓÃÉÏÐÐҵǰÑØ×îеÄËã×ÓÌØÕ÷ÒÔ¼°ÓÅ»¯ÊֶΡ£¡£¡£¡£¡£µÚÈýµãµÄ»°ÄØ£¬£¬£¬
£¬£¬£¬ÊÇ¿ª·¢Õß²»±Ø°ó£¬£¬£¬
£¬£¬£¬ SEAL Èí¼þÕ»ÆÕ±éµÄ¼æÈÝÊÊÅ䣬£¬£¬
£¬£¬£¬¿ª·¢Õß¿ÉÒÔÎÞаµÄÑ¡Óù¤¾ßÁ´£¬£¬£¬
£¬£¬£¬²»ÐèÒª°ó¶¨Ìض¨µÄÊÖÒÕõ辶¡£¡£¡£¡£¡£ÄÇÎÒÃǾټ¸¸öÀý×Ó£¬£¬£¬
£¬£¬£¬Èø÷ÈËÓÐһЩ¸üÖ±¹ÛµÄ¸ÐÖª¡£¡£¡£¡£¡£ÏÖÔÚÄØ£¬£¬£¬
£¬£¬£¬ÔÚ GitHub ÉÏ£¬£¬£¬
£¬£¬£¬¾ÍÊÇ Star ´óÓÚ 10 µÄÖ÷Á÷µÄ AI ¿ÍÕ»ÓÐ 3277 ¸ö£¬£¬£¬
£¬£¬£¬ÎÒÃǶÔÆäÖÐµÄ 3248 ¸öÒѾ­Íê³ÉÁËÊÊÅ䣬£¬£¬
£¬£¬£¬Ò²¾ÍÊÇ˵¿ª·¢ÕßÏÂÔØ´úÂ룬£¬£¬
£¬£¬£¬»ù±¾ÉÏÖ±½Ó±àÒë¾ÍÄÜÔÚ SEAL ÉÏÅÜͨ£¬£¬£¬
£¬£¬£¬Õâ¾ÍÊÇÎÒÃDz»±Ø¸ÄµÄµ×Æø¡£¡£¡£¡£¡£µÚ¶þµãÄØ£¬£¬£¬
£¬£¬£¬ÔÚVLM¡¢ SG- Lang ÕâЩÖ÷Á÷µÄ AI ÍÆÀí¿ò¼ÜÉÏ£¬£¬£¬
£¬£¬£¬´ÓÉÏÓÎÐû²¼Ð°汾µ½ Seal ÍêÓñ³ÉÁ¿µÄÊÊÅ䣬£¬£¬
£¬£¬£¬¿­Ê±AGƽ¾ùÖÜÆÚ²»Áè¼ÝÒ»ÖÜ£¬£¬£¬
£¬£¬£¬Õâ¸öÊÇÎÒÃǶԿª·¢Õß²»±ØµÈµÄÒ»¸öÔÊÐí¡£¡£¡£¡£¡£µÚÈýµãÄØ£¬£¬£¬
£¬£¬£¬ Seal ÒѾ­Íê³ÉÁËÁýÕÖPyTorch¡¢TensorFlow¡¢VLM¡¢ SG- Lang£¬£¬£¬
£¬£¬£¬ 260 ¶à¸öÖ÷Á÷ѵÁ·ÍÆÀí¿ò¼ÜµÄÖ§³Ö¡£¡£¡£¡£¡£¿
£¿ª·¢ÕßÓÃʲô¿ò¼Ü£¬£¬£¬
£¬£¬£¬ÎÒÃǾÍÖ§³Öʲô¿ò¼Ü£¬£¬£¬
£¬£¬£¬Ñ¡ÔñȨʼÖÕÎÒÃÇÁô¸ø¿ª·¢Õߣ¬£¬£¬
£¬£¬£¬Õâ¸öÊÇÎÒÃǶԲ»±Ø°óµÄÔÊÐí¡£¡£¡£¡£¡£ÒÔÊǸÅÀ¨Ò»Ï£¬£¬£¬
£¬£¬£¬ÎÒÃÇ Seal µÄÈí¼þջʵÏÖÁËÈ«Á¿µÄ¼æÈÝ¡£¡£¡£¡£¡£µÖ´ïÁË¿ìËÙµÄÑݽø£¬£¬£¬
£¬£¬£¬¿ÉÒÔΪ¿­Ê±AGÓû§ºÍ¿ª·¢ÕßʵÏÖÉú²ú¼¶µÄÎÞ·ìǨáã¡£¡£¡£¡£¡£?¸ß»Û 01:14:55ÏÖÔÚÄØ£¬£¬£¬
£¬£¬£¬¿­Ê±AG¿ª·¢Õß¹ÙÍøÒѾ­ÉÏÏߣ¬£¬£¬
£¬£¬£¬»ã¾ÛÁËÈ«Á¿µÄ¿ª·¢ÕßÎĵµ¡¢Èí¼þÖÆÆ·£¬£¬£¬
£¬£¬£¬Ò²Í¬Ê±ÔÚÔÚÕâ¸ö¹ÙÍøÉÏÌṩÁ˸ßÐÔÄܵĻ¥Áª¹¤¾ß¡¢ÐÔÄÜÆÊÎö¹¤¾ß¡¢³¬µÈµãÉèÖÃÓëÖÎÀí¹¤¾ß£¬£¬£¬
£¬£¬£¬ÕâЩȫÌ׿ª·¢Õß¹¤¾ß¡£¡£¡£¡£¡£ÎÞÂÛÊÇÄ£×ÓµÄѵÁ·¡¢ÍÆÀí¡¢ÐÔÄܵ÷ÓÅ£¬£¬£¬
£¬£¬£¬Õվɴó¹æÄ£¼¯ÈºµÄÔËά£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔÚÕâÀﶼ¿ÉÒÔÕÒµ½Ò»Õ¾Ê½µÄ½â¾ö·½°¸¡£¡£¡£¡£¡£Ï£ÍûδÀ´¿­Ê±AG¹ÙÍø¿ÉÒÔ³ÉΪ¸÷ÈË¿É¿¿µÄÏàÖúͬ°é£¬£¬£¬
£¬£¬£¬ÉÁ¿ª·¢Ô½·¢¸ßЧ£¬£¬£¬
£¬£¬£¬Èÿ­Ê±AGÕæÎäËãÁ¦Ô½·¢Ò×Óᣡ£¡£¡£¡£?¸ß»Û 01:15:30ºóÐøÄØ£¬£¬£¬
£¬£¬£¬ÎÒÃǽ«Ò»Á¬Í¶È뿪ԴÉçÇøµÄ½¨É裬£¬£¬
£¬£¬£¬ºÜ¿ì¿­Ê±AG AI ¿ò¼Ü£¬£¬£¬
£¬£¬£¬¿ªÔ´¶¨ÖƵļÓËٿ⽫ÉÏÏßGitHub£¬£¬£¬
£¬£¬£¬Í¬Ê±Ò²½«Ìṩ Docker pip Ô´µÄÏÂÔØ¡£¡£¡£¡£¡£½ÓÏÂÀ´»á½Ðø¿ª·Å£¬£¬£¬
£¬£¬£¬°üÀ¨Í¨Ñ¶¿â¡¢ÅÌËã¼ÓËÙ¿â¡¢ÍÆÀíÒýÇæÈí¼þ¡£¡£¡£¡£¡£Î´À´ÎÒÃÇ»áÉÏÏß¿ª·¢ÕßÂÛ̳°å¿é£¬£¬£¬
£¬£¬£¬´î½¨Æðƽͷ¸çÓëÉçÇø¡¢¿ª·¢ÕßÓ뿪·¢Õß³£Ì¬»¯½»Á÷µÄƽ̨£¬£¬£¬
£¬£¬£¬¸÷È˾´ÇëÆÚ´ý¡£¡£¡£¡£¡£?¸ß»Û 01:16:01ÎÒÃǽñÌìÄØ£¬£¬£¬
£¬£¬£¬×Åʵ´ÓÈ«Õ»ËãÁ¦Áĵ½ÁËÈí¼þµÄ¿ªÔ´¿ª·Å£¬£¬£¬
£¬£¬£¬ÎÒÃǹ²Ïí¹²½¨¿­Ê±AG AI Èí¼þÉú̬¡£¡£¡£¡£¡£ÎÒÃÇÕâô×öÊÇÓÉÓÚÎÒÃÇʼÖÕÏàÐÅ£¬£¬£¬
£¬£¬£¬AI ʱ´úµÄÕæÕý±¬·¢£¬£¬£¬
£¬£¬£¬²»ÊÇÀ´×ÔÓÚijһ¿Å¡¢Ä³Á½¿ÅÕæÕýÇ¿µÄоƬ£¬£¬£¬
£¬£¬£¬¶ø»áÀ´×ÔÒ»Ì׸ü¿ª·Å¡¢¸üЭͬ¡¢¸ü¸ßЧµÄÈ«Õ»ËãÁ¦ÏµÍ³¡£¡£¡£¡£¡£ÎÒÃÇÏ£ÍûÄØ£¬£¬£¬
£¬£¬£¬¸øÐÐÒµ¡¢¸ø¿Í»§ÌṩһÌ×¾­ÓÉÑéÖ¤¡¢¿ª·Å¹²ÏíµÄ AI ËãÁ¦»ù´¡ÉèÉèÊ©¡£¡£¡£¡£¡£Î´À´µÄÇ÷ÊÆÄØ£¬£¬£¬
£¬£¬£¬Ò»¶¨Êǵ¥¸öµÄÓ²¼þ½çÏ߻ᱻȫջµÄϵͳЭͬËùÍ»ÆÆ£¬£¬£¬
£¬£¬£¬Èí¼þµÄ±ÚÀÝÒ²»á±»¿ªÔ´¿ª·ÅµÄÉú̬Öð²½Ìæ»»¡£¡£¡£¡£¡£?¸ß»Û 01:16:43ÔÚÕâÀïÎÒÏë·ÖÏíÒ»¸öÓÐȤµÄµã£¬£¬£¬
£¬£¬£¬¾ÍÊÇÎÒÃÇÈí¼þÕ»µÄÃû×ÖΪʲô½ÐSeal£¿
£¿×ÅʵÎÒÃÇ×öÁËÐí¶à˼Ë÷£¬£¬£¬
£¬£¬£¬ÎÒÃÇ×îºóÑ¡ÁË Seal Õâ¸öÃû×Ö£¬£¬£¬
£¬£¬£¬ËüµÄÈ«³ÆÊÇ Seed of AI Library£¬£¬£¬
£¬£¬£¬¾ÍÊÇÖÖ×Ó¡£¡£¡£¡£¡£ÎÒÃÇ°ÑÎÒÃÇÿһÐдúÂ붼¿´×÷Ò»¸öÔ̺¬ÎÞÏÞ¿ÉÄܵÄÖÖ×Ó£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²ÆÚ´ýδÀ´ÕâЩÖÖ×Ó¿ÉÒÔ³¤³É²ÎÌì´óÊ÷£¬£¬£¬
£¬£¬£¬¿ÉÒÔεȻ³ÉÁÖ¡£¡£¡£¡£¡£ÄÇôÎÒÃÇÏ£Íû¸÷ÈË¿ÉÒÔÒ»Æð¼ÓÈ뿭ʱAG£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ»Æð¹²ÐÐÖÂÔ¶£¬£¬£¬
£¬£¬£¬Ð»Ð»¸÷ÈË£¡

°¢ÀïÔÆÊý¾Ý¿âÈÏÕæÈËÑîÐÁ¾ü£ºÔƵĵÚÒ»Óû§Õý´Ó¡°ÈË¡±±äΪ¡°ÖÇÄÜÌ塱£¬£¬£¬
£¬£¬£¬Êý¾Ý³ÉΪһ¸öÆóÒµAIÂäµØµÄ²Æ²úËùÔÚ

Ö÷³ÖÈË 01:17:16лл¸ß»ÛŮʿ¡£¡£¡£¡£¡£µ±ÔƵĵÚÒ»Óû§´ÓÈËÄð³ÉÖÇÄÜÌ壬£¬£¬
£¬£¬£¬Êý¾Ý³ÉΪ agent Ã÷È·ÌìϵÄȼÁÏÓëÓ°Ï󡣡£¡£¡£¡£½ÓÏÂÀ´ÓÐÇë°¢ÀïÔÆÖÇÄܼ¯ÍÅÊý¾Ý¿âÈÏÕæÈËÑîÐÁ¾ü£¬£¬£¬
£¬£¬£¬·ÖÏí´Ó·þÎñÈ˵½·þÎñagent£¬£¬£¬
£¬£¬£¬´òÔìÖÇÄÜÌåʱ´úµÄÊý¾Ýƽ̨¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:17:40ÁÐλÀ´±ö£¬£¬£¬
£¬£¬£¬¸÷ÈËÉÏÎçºÃ£¡ÎÒÊÇ°¢ÀïÔÆÊý¾Ý¿âµÄÈÏÕæÈËÑîÐÁ¾ü¡£¡£¡£¡£¡£ºÜÐ˷ܽñÌìÓÐʱ»úºÍ¸÷ÈË·ÖÏíһϰ¢ÀïÔÆÊý¾Ýƽ̨ÔÚ Agentic Cloud µÄʱ´úµÄһЩ˼Ë÷ºÍ̽Ë÷¡£¡£¡£¡£¡£ÒÑÍùÆóÒµ×öAI£¬£¬£¬
£¬£¬£¬´ó²¿·Ö¾«ÉñÊǼ¯ÖÐÔÚ´óÄ£×Ó£¬£¬£¬
£¬£¬£¬¿ÉÊÇËæ×Å AI µÄÂäµØ£¬£¬£¬
£¬£¬£¬¸÷ÈËÔ½À´Ô½·¢Ã÷Êý¾Ý³ÉΪ AI ʱ´ú¡¢ AI ÂäµØ¡¢ Agentic ʱ´úµÄÒ»¸öÇзֵ㡣¡£¡£¡£¡£ÒÔÊÇÎÒÃÇÔÚ½ÜÉ­»ÎÔÚ½ñÄêµÄ GTC µÄÒ»¸ö Keynotes ÉÏÃæҲ˵µ½£¬£¬£¬
£¬£¬£¬ structure data ¾ÍÊǽṹ»¯µÄÊý¾Ý£¬£¬£¬
£¬£¬£¬ÊÇ ground truth¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:18:29Unstructured data is context of the AI study.ÑîÐÁ¾ü 01:18:34ÒÔÊÇÔÚPioneer£¬£¬£¬
£¬£¬£¬Í¬Ê± Pioneer µÄ×î½üµÄ Alex Crabb Ҳ˵ÁËÒ»¸ö£¬£¬£¬
£¬£¬£¬Êý¾ÝÊÇ AI ʱ´úµÄ²Æ²ú£¬£¬£¬
£¬£¬£¬¶øÕæÕýÄܹ»°ü¹ÜÒ»¸öÆóÒµµÄÀֳɣ¬£¬£¬
£¬£¬£¬ÊÇËüµÄ AI µÄÊý¾ÝÔõÑùʹÓᣡ£¡£¡£¡£ÒÔÊÇ£¬£¬£¬
£¬£¬£¬ÔÚ AI agentic ʱ´ú£¬£¬£¬
£¬£¬£¬Êý¾ÝÊǺÜÊÇÖ÷ÒªµÄ¡£¡£¡£¡£¡£Õâ¸öÒ²ÊÇÎÒÃÇ¿´µ½×î½üµÄһЩÇ÷ÊÆ£¬£¬£¬
£¬£¬£¬Õâ¸öÊý¾ÝËæ×Å AI µÄÂäµØ£¬£¬£¬
£¬£¬£¬Ëü²¢Ã»ÓÐïÔÌ­£¬£¬£¬
£¬£¬£¬ËüÔÚ±¬·¢ÐÔµÄÔöÌí£¬£¬£¬
£¬£¬£¬Ã¿¸öÆóÒµ¶¼°ÑËüµÄÊý¾Ýµ±×öËüµÄ²Æ²ú¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:19:13À´¾ÙÐи´ÖÆ£¬£¬£¬
£¬£¬£¬ÒÔÊÇ ÔÚÕâ¸ö AI ʱ´ú£¬£¬£¬
£¬£¬£¬Êý¾ÝÊDZ¬·¢ÐÔÔöÌíµÄ¡£¡£¡£¡£¡£Í¬Ê±ÎÒÃÇÒ²¿´µ½£¬£¬£¬
£¬£¬£¬°üÀ¨Äڴ棬£¬£¬
£¬£¬£¬°üÀ¨´æ´¢£¬£¬£¬
£¬£¬£¬¶¼ÔÚ×î½ü¼¸¸öÔ¾ÙÐб¬·¢ÐÔµÄÔöÌí£¬£¬£¬
£¬£¬£¬°üÀ¨ËûÃǵĴ洢Á¿£¬£¬£¬
£¬£¬£¬°üÀ¨ÕâʹÓÃÁ¿¡£¡£¡£¡£¡£ºÍËûÃǵļÛÇ®¶¼ÔÚ±¬·¢ÐÔµÄÔöÌí£¬£¬£¬
£¬£¬£¬ËµÃ÷Êý¾ÝÊÇÔ½À´Ô½³ÉΪһ¸öÆóÒµ AI ÂäµØµÄ²Æ²úËùÔÚ¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:19:43ÒÔÊÇͬʱ Agent ÔÚÕâ¸ö AI ÂäµØµÄʱ´ú£¬£¬£¬
£¬£¬£¬ Agent ³ÉΪÕâ¸ö AI ÂäµØµÄÒ»¸öÔØÌ壬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃÇÒ²¿´µ½Õâ¸ö AI ʱ´ú£¬£¬£¬
£¬£¬£¬Õâ¸ö Agent ÔÚÆóÒµµÄAgent£¬£¬£¬
£¬£¬£¬ÂäµØµÄ¹æÄ£ºÍ¸öÈ赀 Agent ÂäµØµÄ¹æÄ£¶¼ÔÚ±¬·¢ÐÔµÄÔöÌí¡£¡£¡£¡£¡£¿­Ê±AG Token ÏûºÄÒ²ÔÚ±¬·¢ÐÔµÄÔöÌí£¬£¬£¬
£¬£¬£¬ÔÚ Token ÊÇÄð³ÉÒ»¸öcommodity£¬£¬£¬
£¬£¬£¬Äð³ÉÒ»¸öͨÓõÄËãÁ¦£¬£¬£¬
£¬£¬£¬¿ÉÊÇͬʱÎÒÃÇÐèÒªÒ»¸ö agent À´×ö token µÄÂäµØµÄÒ»¸öÔØÌ壬£¬£¬
£¬£¬£¬ÒÔÊÇÔ½À´Ô½¶àµÄ agent ³ÉΪÆóÒµµÄÒ»¸öÂäµØ AI ÂäµØµÄÒ»¸ö²Æ²ú¡£¡£¡£¡£¡£ÒÔÊÇÎÒÃÇ¿´µ½Ä¿½ñ agent ÔÚÊý¾Ý¿âÕâÀïÒ²³ÉΪԽÀ´Ô½Ö÷ÒªµÄÒ»¸ö²Ù×÷Õß¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:20:35ÐÐÒµÊý¾Ýµ±ÖУ¬£¬£¬
£¬£¬£¬ Databricks ˵ÁË 80% µÄ¡£¡£¡£¡£¡£ËüµÄÊý¾Ý¿âµÄʵÀýÊÇÓÉ agentic ´´Á¢µÄ£¬£¬£¬
£¬£¬£¬Í¬Ê± 97% µÄ·ÖÖ§ÊÇÓÉ agent ½¨ÉèµÄ¡£¡£¡£¡£¡£Í¬Ê±ÎÒÃÇ°¢ÀïÔÆÒ¢³ØÊý¾Ý¿âÒ²¿´µ½ÀàËƵÄÒ»¸öÇ÷ÊÆ£¬£¬£¬
£¬£¬£¬¿­Ê±AG PostgreSQL Êý¾Ý¿â×î½üÊÇÓÐ 80% ÊÇÓÉ agent ½¨ÉèµÄ¡£¡£¡£¡£¡£ÒÔÊÇÎÒÃÇÒÑÍùÕûÕû 5 Ä꣬£¬£¬
£¬£¬£¬Õû¸ö PostgreSQL Êý¾Ý¿â²îδ¼¸´´Á¢ÁË4Íò¸öʵÀý£¬£¬£¬
£¬£¬£¬×î½üÎÒÃÇÔÚÒÑÍùµÄ¼¸¸öÔµ±ÖоͿ´µ½ agent ½¨ÉèÁ˲îδ¼¸ 12 Íò¸ö¡£¡£¡£¡£¡£Õâ¸öÊý¾Ý¿â£¬£¬£¬
£¬£¬£¬ÒÔÊÇÕâ¸ö agent µÄ±¬·¢¶Ô¿­Ê±AGÊý¾Ý¿âÊÇÓкÜÊÇ´óµÄ×ÊÖúµÄ£¬£¬£¬
£¬£¬£¬ÒÔÊÇ agent ×ÔÖ÷´´µÄ»·±ÈÒ²ÊÇÔÚ 300% µÄÔöÌí¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:21:32ÒÔÊÇÎÒÃÇÔÚ AI ʱ´ú£¬£¬£¬
£¬£¬£¬ÔÚÕâ agentic cloud ʱ´ú£¬£¬£¬
£¬£¬£¬ agent ÐèҪʲôÑùµÄÊý¾Ý¿âƽ̨£¿
£¿ÒÔÊÇÕâ¸ö·½ÃæÎÒÃÇÓУ¬£¬£¬
£¬£¬£¬Ò²ÓÐÐí¶àµÄ̽Ë÷£¬£¬£¬
£¬£¬£¬×ÅʵÎÒÃÇ·¢Ã÷ÔÚÕâ 6 ¸ö·½Ã棬£¬£¬
£¬£¬£¬ 6 ´óÄÜÁ¦·½Ã棬£¬£¬
£¬£¬£¬ÎÒÃÇÐèÒª×öºÜ´óµÄÌáÉý£¬£¬£¬
£¬£¬£¬ÆäÖÐÊÇ×ÊÔ´µÄµ¯ÐÔ£¬£¬£¬
£¬£¬£¬ agentic µÄʱ´ú£¬£¬£¬
£¬£¬£¬ agent ½¨ÉèÊý¾Ý¿âÊǺÜÊÇ¿
£¿ìµÄ¡£¡£¡£¡£¡£ÒÔÇ°ÈË ADBA ½¨ÉèÊý¾Ý¿â¿ÉÄÜ»áÓúܳ¤Ê±¼ä£¬£¬£¬
£¬£¬£¬¿ÉÊÇÏÖÔÚÓÉ agent ½¨É裬£¬£¬
£¬£¬£¬ agentÊÔ´íµÄÄÜÁ¦ºÜÊÇÇ¿£¬£¬£¬
£¬£¬£¬Ëü»áµ¥¸ö»á½¨ÉèºÜÊǶàµÄÊý¾Ý¿â£¬£¬£¬
£¬£¬£¬ÒÔÊÇÓÐ×ÊÔ´µÄµ¯ÐÔ£¬£¬£¬
£¬£¬£¬°üÀ¨Ëü»á½¨É裬£¬£¬
£¬£¬£¬Ò²»áÏú»Ù£¬£¬£¬
£¬£¬£¬ÒÔÊÇ×ÊÔ´µÄµ¯ÐÔÊǺÜÊÇÖ÷ÒªµÄ¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:22:16ÉÐÓоÍÊÇÉÏÏÂÎÄÓ°Ï󣬣¬£¬
£¬£¬£¬¶Ô°É£¿
£¿Õâ¶ÔÕâ¸öÕû¸ö agent ÊǺÜÊÇÖ÷ÒªµÄ¡£¡£¡£¡£¡£agent ÈôÊÇ AI ûÓÐÓ°Ï󣬣¬£¬
£¬£¬£¬ËüÊÇÒª¼ÌÐø×öºÜÊǶàµÄÖظ´µÄÅÌËã¡£¡£¡£¡£¡£ÒÔÊÇ°üÀ¨Ïñ¿­Ê±AGÈ˵ĴóÄÔÒ»Ñù£¬£¬£¬
£¬£¬£¬Õâ¸ö agent µÄÓ°ÏóÊǺÜÊÇÖ÷ÒªµÄ£¬£¬£¬
£¬£¬£¬ÒÔÊÇÕâЩӰÏóÒ²»á´æ´¢ÔÚÊý¾Ý¿âÀï±ß¡£¡£¡£¡£¡£»£»£ÉÐÓоÍÊÇ·ÖÖ§ÊÔ´í£¬£¬£¬
£¬£¬£¬ agent »á×ö¸ü¶àµÄʵÑ飬£¬£¬
£¬£¬£¬Ëü»áÔÚµ¥ÃëÖ®ÄÚ½¨ÉèºÜÊǶàµÄʵÑéµÄ branch sandbox£¬£¬£¬
£¬£¬£¬Ã¿¸ö sandbox ÏÂÃ涼¿ÉÄÜÓÐÒ»¸öÊý¾Ý¿â¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:22:53µÚËĸöÊÇÎÒÃÇËùνµÄ¶àÄ£µÄ̽Ë÷£¬£¬£¬
£¬£¬£¬¶àÄ£µÄËÑË÷£¬£¬£¬
£¬£¬£¬Õâ¸ö¶àÄ£¾ÍÊý¾Ý¿â²»µ«ÊÇ˵½á¹¹»¯Êý¾Ý£¬£¬£¬
£¬£¬£¬ÉÐÓкÜÊǶàµÄ¡£¡£¡£¡£¡£·Ç½á¹¹»¯Êý¾Ý£¬£¬£¬
£¬£¬£¬ÒÔÊÇÕâ¸öÐèÒªËûÃÇÁªºÏ¾ÙÐÐËÑË÷£¬£¬£¬
£¬£¬£¬ÊµÊ±µÄ¸üС£¡£¡£¡£¡£µÚÎå¸öÊÇ agentic µÄµÄ±¾Ç®£¬£¬£¬
£¬£¬£¬±¾Ç®ÊǺÜÊÇÖ÷ÒªµÄ£¬£¬£¬
£¬£¬£¬ÓÉÓÚ agent ËüÊÇûÓÐÒâʶµÄ£¬£¬£¬
£¬£¬£¬Ã»Óб¾Ç®µÄÒâʶµÄ£¬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃÇÒª¾ÙÐб¾Ç®µÄÊӲ죬£¬£¬
£¬£¬£¬¾ÙÐб¾Ç®µÄ¿ØÖÆ¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:23:22µÚÁù¸öËäÈ»ÊÇȨÏÞ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÊʲÅҲ˵µ½ÁË£¬£¬£¬
£¬£¬£¬Ðí¶à sandbox »á±»¹¥»÷£¬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃÇÒª¾ÙÐÐ agent µÄÇå¾²µÄ¿ØÖÆ¡£¡£¡£¡£¡£ÒÔÊÇÕâ¸öÊÇ¿­Ê±AGÃ뼶µ¯ÐÔµÄÒ»¸öÆ«ÏòµÄÊý¾Ý¿âµÄÒ»¸öѹÁ¦£¬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃÇÒ²¿ÉÒÔ¿´µ½£¬£¬£¬
£¬£¬£¬ÊʲÅ˵ÁË£¬£¬£¬
£¬£¬£¬¿ÉÄÜÔÚ 10 ÃëÖÓÖ®ÄÚ£¬£¬£¬
£¬£¬£¬¿ÉÄܽ¨ÉèÎÞÊý¸ö£¬£¬£¬
£¬£¬£¬¾Í 10 Íò¸öagent£¬£¬£¬
£¬£¬£¬Õâ¸ö agent µÄ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÏ£ÍûÊÇ˵Äܹ»¼´Óü´×ߣ¬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃÇÒ²ÊÇ¿´µ½£¬£¬£¬
£¬£¬£¬ÔÚÕâ¸ö³¡¾°Ï£¬£¬£¬
£¬£¬£¬ÈôÊÇÒª¿ØÖƱ¾Ç®µÄ»°£¬£¬£¬
£¬£¬£¬Ã¿¸ö agent ÈôÊǵ¥Î¨Ò»¸öÊý¾Ý¿â£¬£¬£¬
£¬£¬£¬Ëü»á±¾Ç®ºÜÊǸߣ¬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃÇÏÖÔÚµÄ˼Á¿ÊÇ˵Ҫ¶à²ã´æ´¢£¬£¬£¬
£¬£¬£¬Õû¸ö¶à¸ö agent Êǹ²ÏíÒ»¸ö´æ´¢µÄ£¬£¬£¬
£¬£¬£¬ÒÑÍùÎÒÃÇÊý¾Ý¿âÒ²ÊÇÒ»Ö±ÔÚÍù¡£¡£¡£¡£¡£¸ßÐÔÄܵĴ洢Éú³¤¡£¡£¡£¡£¡£¿ÉÊÇ agent µÄʱ´ú£¬£¬£¬
£¬£¬£¬ÎÒÃÇ·¢Ã÷Õâ¸öÇ÷ÊƸøÄæתÁË£¬£¬£¬
£¬£¬£¬¸ü¶àµÄÊý¾Ý¿âµÄ´æ´¢ÐèÒª·ÅÔڵͱ¾Ç®µÄÓ²ÅÌÉÏÃ棬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃÇÒ²»áÔÚ˼Á¿£¬£¬£¬
£¬£¬£¬´ó²¿·ÖµÄ agent µÄÊý¾Ý¶¼·ÅÔڵͱ¾Ç®µÄ OSS ÉÏÃæ¡£¡£¡£¡£¡£ÔÚÕâ¸öÅäºÏµÄ×⻧ÉÏÃ棬£¬£¬
£¬£¬£¬´î½¨ agent µÄËùÐèÒªµÄÊý¾Ý¿â¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:24:41ÒÔÊÇÒ»¸ö½ÏÁ¿ºÏÊʵÄÒ»¸öÀý×Ó£¬£¬£¬
£¬£¬£¬ÎÒÃÇ֮ǰ¿ÉÄÜÒ»¸öÈËǨáãµ½Ò»¸öµØ·½£¬£¬£¬
£¬£¬£¬ËûËûÒªÐèÒªÒ»¸ö×Ô¼º×¡Ò»¸ö·¿¼ä£¬£¬£¬
£¬£¬£¬¶Ô°É£¿
£¿×¡Ò»¸öÂùݡ£¡£¡£¡£¡£¿ÉÊÇÈôÊÇͻȻ֮¼äÀ´ÁË 10 Íò¸ö¿ÍÈË£¬£¬£¬
£¬£¬£¬»òÕßÀ´ 100 Íò¸ö¿ÍÈË£¬£¬£¬
£¬£¬£¬ÄÇÿ¸öÈËÒª×âÒ»¸öÂùݣ¬£¬£¬
£¬£¬£¬×ÅʵÎÒÃÇÒ²×â²»µ½£¬£¬£¬
£¬£¬£¬ÓпÉÄÜÕâ´Î¿ª»áµÄ»°£¬£¬£¬
£¬£¬£¬ÎÒÃÇ×î½üÒ²ÂùÝÕâÀïÖÜΧҲºÜÄÑ×âµ½¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:25:07¿ÉÊÇÎÒÃÇÔÚÕâÖÖÇéÐÎÏ£¬£¬£¬
£¬£¬£¬ÈôÊÇÓаÙÍòÈ˽øµ½Ò»¸ö¶¼»áµÄ»°£¬£¬£¬
£¬£¬£¬ÎÒÓпÉÄÜÎÒÃǾÍÔÚÒ»¸öÖØ´óÎޱȵÄÒ»¸öÌåÓý¹Ý¸ø¸÷ÈË·Ö·¢Ò»ÕÊÅñ£¬£¬£¬
£¬£¬£¬ÒÔÊÇÕâ¸öÕÊÅñÄØ£¬£¬£¬
£¬£¬£¬ÓÖÄÜ×öµ½¸ôÀ룬£¬£¬
£¬£¬£¬ÓÖÄÜ×öµ½£¬£¬£¬
£¬£¬£¬¿ÉÊǼ´Óü´»Ù£¬£¬£¬
£¬£¬£¬Ê¹ÓÃÁËÒԺ󣬣¬£¬
£¬£¬£¬¾Í¿ÉÒÔÈÓµô¡£¡£¡£¡£¡£ÒÔÊÇÕâ¸öÊÇ¿­Ê±AGÒ»¸öÏë·¨£¬£¬£¬
£¬£¬£¬¿ÉÊÇËûÔÚ¸øÌåÓý¹ÝÀïÊÇÓиö¡£¡£¡£¡£¡£»£»£»ù±¾µÄÒ»¸öÕâ¸öµ××ùÔÚÀï±ß£¬£¬£¬
£¬£¬£¬ÒÔÊÇÒ»¸öͳһµÄµ××ù£¬£¬£¬
£¬£¬£¬ÒÔÊÇÕâ¸öÊÇÎÒÃÇ˼Á¿µ½µÄÒ»¸öËùνµÄͳһµ××ù£¬£¬£¬
£¬£¬£¬¶à²ã´æ´¢£¬£¬£¬
£¬£¬£¬ÖÜÈ«½µµÍÕâ¸ö agent µÄʹÓñ¾Ç®¡£¡£¡£¡£¡£ºó±ß¾ÍÊÇ˵¿­Ê±AGÓ°ÏóÊǺÜÊÇÖ÷ÒªµÄ£¬£¬£¬
£¬£¬£¬¿­Ê±AGÈ˵ĴóÄÔÈ«ÊÇ¿¿×ÅÓ°ÏóÀ´¾ÙÐÐ×öÐí¶àµÄ˼Ë÷£¬£¬£¬
£¬£¬£¬¶Ô°É£¿
£¿ÒÔÊÇÓ°ÏóÎÒÃÇÐèÒªÊÇÒ»·ÝÊý¾Ý£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒÔÇ°ÊÇÓвî±ðµÄÊý¾Ý¿âÀ´Ö§³Ö²î±ðµÄÊý¾Ý£¬£¬£¬
£¬£¬£¬Óнṹ»¯µÄÊý¾Ý£¬£¬£¬
£¬£¬£¬ÓÐ TP Êý¾Ý¿â£¬£¬£¬
£¬£¬£¬Óзǽṹ»¯Êý¾Ý£¬£¬£¬
£¬£¬£¬ÓÐÄÇЩ AP Êý¾Ý¿â£¬£¬£¬
£¬£¬£¬¿ÉÊÇÔÚÕâ¸ö agentic ʱ´ú£¬£¬£¬
£¬£¬£¬ÓÉÓÚÐèÒª¡£¡£¡£¡£¡£ÕâЩÊý¾Ýͬʱ¾ÙÐÐÁªºÏµÄËÑË÷£¬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃÇÊÇÒ»·Ý´æ´¢£¬£¬£¬
£¬£¬£¬Ò»·ÝÊý¾Ý£¬£¬£¬
£¬£¬£¬¾ÙÐжàÄ£µÄ¼ìË÷¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:26:22¿ÉÊÓ²ìÐÔÊÇÎÒÃÇÊǸüÖ÷ÒªµÄÒ»¸öÊÂÇ飬£¬£¬
£¬£¬£¬¾ÍÊÇËùÓÐ agent ×öµÄÊÂÇ飬£¬£¬
£¬£¬£¬ÎÒÃǶ¼ÐèÒªÄܹ»¿ÉÊӲ졣¡£¡£¡£¡£ÒÔÊÇÕâ·½ÃæÎÒÃÇÒ²×öÁ˺ÜÊǶàµÄÊÂÇ飬£¬£¬
£¬£¬£¬°üÀ¨ÎÒÃÇÏÖÔÚ×ö£¬£¬£¬
£¬£¬£¬ÔÚ agent ÿ×öÒ»¸ö²Ù×÷£¬£¬£¬
£¬£¬£¬ÎÒÃǶ¼¿ÉÒÔ¾ÙÐаÑËü´ò±ê£¬£¬£¬
£¬£¬£¬¶¼¿ÉÒÔ¾ÙÐаÑËü¸øÈ«Á¿µÄ¾ÙÐС£¡£¡£¡£¡£¿
£¿ìÕռͼ£¬£¬£¬
£¬£¬£¬Ã¿Ò»¸ö¶ÔÎļþµÄÐ޸ģ¬£¬£¬
£¬£¬£¬ÎÒÃǶ¼¿ÉÒÔ×ö¿ìÕÕ£¬£¬£¬
£¬£¬£¬ÒÔÊÇÕâ¸ö¶ÔÕû¸ö¿ìÕÕµÄѹÁ¦ºÜÊǴ󡣡£¡£¡£¡£Ö®Ç°ÎÒÃÇ×öºÃ±È˵ÓÎÏ·Êý¾Ý¿â£¬£¬£¬
£¬£¬£¬ÕâÓÎÏ·£¬£¬£¬
£¬£¬£¬ÓпÉÄÜÎÒÃÇ»á×öÒ»¸öÔÂÒ»¸ö¿ìÕÕ£¬£¬£¬
£¬£¬£¬Øʺó½ø»¯µ½Ò»Ìì¶à¸ö¿ìÕÕ¡£¡£¡£¡£¡£¿ÉÊÇÔÚ agentic ʱ´ú£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒª×öµ½ 10 Íò´ÎÿÃëµÄÒ»¸ö¿ìÕյļͼ£¬£¬£¬
£¬£¬£¬¹ØÓÚËüÿһ¸ö²Ù×÷£¬£¬£¬
£¬£¬£¬ÎÒÃǶ¼¿ÉÒԼͼÏÂÀ´¡£¡£¡£¡£¡£Õâ¸ö¶ÔÊý¾Ý¿âÊÇ£¬£¬£¬
£¬£¬£¬°üÀ¨Îļþϵͳ¶¼ÊǺÜÊÇ´óµÄѹÁ¦¡£¡£¡£¡£¡£¿ÉÊÇÎÒÃÇҲͨ¹ý¿­Ê±AGˢУ¬£¬£¬
£¬£¬£¬×öµ½ÁË 10 Íò´ÎÿÃëµÄ¿ìÕÕµÄÄÜÁ¦¡£¡£¡£¡£¡£ÒÔÊÇ¶Ô agent µÄÿ¸ö¸Ä¶¯£¬£¬£¬
£¬£¬£¬ÎÒÃǶ¼¿ÉÒÔ¾ÙÐпìÕռͼ£¬£¬£¬
£¬£¬£¬¿ÉÒÔ»ØËÝ£¬£¬£¬
£¬£¬£¬¿ÉÒÔ¹ö»Ø£¬£¬£¬
£¬£¬£¬Õâ¸ö¶¼ÊÇ¿­Ê±AGºÜÊÇÖ÷ÒªµÄÒ»¸öÄÜÁ¦¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:27:35ºó±ßµÚËĸöÊÇ˵¿­Ê±AGÇå¾²µÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬¶ÔÇå¾²µÄËĵÀ·ÀÏß¡£¡£¡£¡£¡£Õâ¸ö agent µÄʱ´ú£¬£¬£¬
£¬£¬£¬¸÷ÈË¶Ô agent ¶ÔËüµÄ²Ù×÷¡£¡£¡£¡£¡£ÊǺÜÊDz»·ÅÐĵģ¬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃǶÔÖи÷¸ö·½Ã涼Ҫ¶ÔÕâ¸öÊý¾Ý¾ÙÐÐÇå¾²µÄ·À»¤£¬£¬£¬
£¬£¬£¬²»µ«ÊÇ˵ agent ÊDz»ÊǸøËûÒ»¸ö»á¼ûµÄÒ»¸öÃÜÂ룬£¬£¬
£¬£¬£¬ÕÕ¾É˵ÎÒÃǶÔËùÓеÄÊý¾ÝÒª¾ÙÐмÓÃÜ£¬£¬£¬
£¬£¬£¬Õâ¸öÊÇÎÒÃÇ°üÀ¨ËùÓеÄÊý¾ÝµÄɨÃ裬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃÇÔÚÕâ¸öÊý¾ÝµÄ²ãÃ棬£¬£¬
£¬£¬£¬Êý¾Ýƽ̨µÄ²ãÃ棬£¬£¬
£¬£¬£¬ÎÒÃÇ×öÁË´ó×ÚµÄÊÂÇéÀ´°ü¹ÜÕâ¸öÊý¾ÝµÄÇå¾²¡£¡£¡£¡£¡£ÓÉÓÚͬʱÎÒÃÇÊʲÅ˵Á˱¾Ç®ÊÇÎÒÃÇ×îÖ÷ÒªµÄÒ»¸öµã¡£¡£¡£¡£¡£¿ÉÊÇÓÉÓÚ±¾Ç®µÄÔ­Òò£¬£¬£¬
£¬£¬£¬ÎÒÃÇ¿ÉÄܾÙÐжà×⣬£¬£¬
£¬£¬£¬¶à×âÁËÒԺ󣬣¬£¬
£¬£¬£¬Ò»¸öÎÊÌâ¾ÍÊÇ˵ÓÐûÓпÉÄÜ£¬£¬£¬
£¬£¬£¬ÓÉÓÚÒ»¸ö×⻧±»Í»ÆÆÒԺ󣬣¬£¬
£¬£¬£¬Ëû»á»á¼ûµ½ÆäËûµÄ×⻧µÄÐÅÏ¢¡£¡£¡£¡£¡£ÒÔÊÇÕâ·½ÃæÎÒÃÇÔÚ¶à×âµÄÄÜÁ¦Ï±ߣ¬£¬£¬
£¬£¬£¬Ò²Òª×öµ½¸üºÃµÄ×⻧µÄ¸ôÀë¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:28:36ͬʱÇå¾²ÕâÀïÎÒÃÇÒ²ÒªÓÐÈËtracking£¬£¬£¬
£¬£¬£¬¶Ô°É£¿
£¿¾Í˵ÿ¸ö agent Ëû¶¼ÓпÉÄÜ×öһЩ²î±ðµÄÊÂÇ飬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃǶÔÕâ¸öÉÏÍò°ÙÍò¼¶±ðµÄ agent ¶¼Äܱêʶµ½ËûËù×öµÄËùÓеÄÊÂÇé¡£¡£¡£¡£¡£ÒÔÊÇÕâ¸ö¶Ô¿­Ê±AGÊý¾Ý¿â£¬£¬£¬
£¬£¬£¬Ëû¶Ô»á¼ûµÄËûµÄÊý¾ÝµÄËùÓеÄÕâ¸öÊÂÇ鶼Ҫ¾ÙÐС£¡£¡£¡£¡£±êʶ¡£¡£¡£¡£¡£Õâ¸öÒ²ÊÇÒ»¸öºÜÊÇÌôÕ½µÄÒ»¸ö¹¦Ð§Á¦£¬£¬£¬
£¬£¬£¬ÒÔÊÇÎÒÃÇÊý¾Ý¿âÊý¾Ýƽ̨Ҳ×öµ½ÁËÕâ¸öÄÜÁ¦£¬£¬£¬
£¬£¬£¬¹ØÓÚÿ¸ö agent ¶¼£¬£¬£¬
£¬£¬£¬ËüËùÓлá¼ûµÄÊý¾Ý£¬£¬£¬
£¬£¬£¬ËùÓеIJÙ×÷¶¼¾ÙÐÐÁ˱êʶ¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:29:13ºó±ßÎÒ½²¼¸¸öÀý×Ó£¬£¬£¬
£¬£¬£¬¿­Ê±AG¿Í»§ÔõÑùʹÓÿ­Ê±AGÊý¾Ýƽ̨¡£¡£¡£¡£¡£µÚÒ»¸öÀý×ÓÊÇ¿­Ê±AGMinimax£¬£¬£¬
£¬£¬£¬ Minimax ËüÓÐÒ»¸öËüµÄToki£¬£¬£¬
£¬£¬£¬ËüµÄ Toki ÊÇËüÇéÐ÷ÅãͬÀàµÄÒ»¸öAPP¡£¡£¡£¡£¡£°üÀ¨ÇéÐ÷ÅãͬÀàµÄÒ»¸öagent£¬£¬£¬
£¬£¬£¬ÒÔÊÇËûËùÓеÄÊý¾Ý£¬£¬£¬
£¬£¬£¬°üÀ¨Ëû»á¼ûµÄ£¬£¬£¬
£¬£¬£¬¸úÓû§½»»¥µÄËùÓеÄÊý¾Ý£¬£¬£¬
£¬£¬£¬¶¼±£´æ¿­Ê±AGÊý¾Ýƽ̨Àï±ß¡£¡£¡£¡£¡£Ëûÿ´ÎµÄÇéÐ÷µÄ½»»¥ÊÇÐèÒªÀ´Í¨¹ýÒÑÍùµÄһЩÂÄÏòÀ´¾ÙÐÐ˼Ë÷µÄ£¬£¬£¬
£¬£¬£¬ÒÔÊÇÕâ¸öÊÇ¿­Ê±AGÒ»¸ö³¤Ó°ÏóµÄÒ»¸ö°¸Àý£¬£¬£¬
£¬£¬£¬ËûËùÓеÄÿ¸öÓû§µÄ½»»¥¶¼»áÔÚ¿­Ê±AGÊý¾Ý¿âÀï±ß£¬£¬£¬
£¬£¬£¬°üÀ¨Ëû¡£¡£¡£¡£¡£ Structured data °üÀ¨ËûºÃ±È˵¸öÈ˵ÄһЩÐÅÏ¢£¬£¬£¬
£¬£¬£¬¸öÈ˵ÄÒøÐÐÕ˺ţ¬£¬£¬
£¬£¬£¬Ò²°üÀ¨Ò»Ð©ËûµÄһЩͼƬ¡¢ÊÓƵ¡£¡£¡£¡£¡£ÒÔÊÇÕâ¸öÊÇ¿­Ê±AGºÜºÃµÄÒ»¸ö°¸Àý£¬£¬£¬
£¬£¬£¬¾ÍÊÇ˵ËûÄܹ»ÔÚ¸ú¿Í»§½»»¥µÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÄܾÙÐÐͨ¹ýÕâЩ¿ìËٵĶà¸öÊý¾ÝµÄÁªºÏµÄÅÌÎÊ£¬£¬£¬
£¬£¬£¬À´¸ø³ö¸üºÃµÄÒ»¸öÃյס£¡£¡£¡£¡£ÒÔÊÇÕûÌåÉÏ£¬£¬£¬
£¬£¬£¬ËûµÄÕâ¸ö¶ÁдÐÔÄÜ£¬£¬£¬
£¬£¬£¬Í¨¹ý¿­Ê±AGÊý¾Ýƽ̨£¬£¬£¬
£¬£¬£¬ÔÚÕâ¸öǧÒÚ¼¶µÄ¶Ô»°±íÉÏ£¬£¬£¬
£¬£¬£¬Äܹ»×öµ½¶ÁдÐÔÄÜµÄ 3 ±¶µÄÌáÉý¡£¡£¡£¡£¡£Í¬Ê±ÎÒÃǾÙÐкÁÃ뼶µÄʵʱµÄ¼ìË÷¡¢Ó°ÏóµÄ¼ìË÷¡£¡£¡£¡£¡£²»µ«ÊÇͼÊý¾Ý¿â£¬£¬£¬
£¬£¬£¬ÕÕ¾É˵¿­Ê±AGÏòÁ¿Êý¾Ý¿â£¬£¬£¬
£¬£¬£¬¶¼ÄܾÙÐкÁÃ뼶µÄ¼ìË÷¡£¡£¡£¡£¡£ÅÌËãµÄ×ÊÔ´±¾Ç®ÎÒÃÇҲϽµÁË50%£¬£¬£¬
£¬£¬£¬ÎÒÃÇÄÜ×öµ½Ã뼶µÄÀ©ÈÝ£¬£¬£¬
£¬£¬£¬Ã뼶µÄÎÞ¸ÐÀ©ÈÝ£¬£¬£¬
£¬£¬£¬Í¬Ê±¿­Ê±AG´æ´¢±¾Ç®Ò²Ï½µÁË75%¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:31:04µÚ¶þ¸ö°¸ÀýÊÇ¿­Ê±AGÀíÏëÆû³µ£¬£¬£¬
£¬£¬£¬ÀíÏëµÄÖÇÄÜ×ù²Õ£¬£¬£¬
£¬£¬£¬ËüµÄÆÁÄ»µÄ½»»¥ÏµÍ³Êǹ¹½¨ÔÚ¿­Ê±AG°¢ÀïÔƵÄÊý¾Ýƽ̨ÉÏÃæµÄ¡£¡£¡£¡£¡£ÒÔÊÇËû¿ÉÒÔͨ¹ýÓû§À´¾ÙÐÐ vibe coding£¬£¬£¬
£¬£¬£¬ËûµÄʵʱµÄһЩ coding À´¸Ä±äÆÁÄ»ÉϵÄÏÔʾµÄÄÚÈÝ¡£¡£¡£¡£¡£ºó±ßËûÿһ¸ö±¬·¢µÄÒ»¸öÊý¾Ýºó±ß¶¼ÊÇÓÐÒ»¸öÎÒÃÇ°¢ÀïÔƵÄÒ»¸öÊý¾Ý¿âÔÚºó±ß£¬£¬£¬
£¬£¬£¬Õâ¸öÒ²ÊÇ´æ´¢ÁËËùÓÐÊý¾ÝÓû§Êý¾ÝµÄÕâЩϰ¹ßÄÜÁ¦£¬£¬£¬
£¬£¬£¬ÒÔÊÇÕâ¸öÊÇËûµÄͨ¹ýÕâÏ°¹ßÄÜÁ¦À´ÑÜÉú³öËûÐèÒªµÄ¹¤¾ß£¬£¬£¬
£¬£¬£¬ÒÔÊÇÕâ¸öÎÒÃÇÕûÌåÉÏÊÇÒ²ÊÇÒ»¸öÍÆÀí¼ÓËÙ£¬£¬£¬
£¬£¬£¬Äܹ»ÌáÉýµ½¿­Ê±AG30%¡£¡£¡£¡£¡£ÓÉÓÚÎÒ£¬£¬£¬
£¬£¬£¬ËûÔÚÿ´ÎÔÚ¸úÕâ¸öÆÁÄ»¾ÙÐн»»¥µÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÃǶ¼ÓÐÒ»¸ö INDV µÄÒ»¸öÍÆÀíÒýÇ棬£¬£¬
£¬£¬£¬À´°ï¿Í»§²»µ«ÊÇ´ÓÓ°ÏóÄÜÁ¦ÉÏ£¬£¬£¬
£¬£¬£¬Ò²´ÓÓ°ÏóÄÜÁ¦ÉÏÀ´°ÑËüÍƶϳöËûÐèÒªµÄһЩÐÅÏ¢£¬£¬£¬
£¬£¬£¬Í¬Ê±Í¨¹ýÕâ¸öÐÅÏ¢ÔÙ¾ÙÐÐ vibe coding À´±¬·¢ËùÐèÒªµÄ½çÃæ¡£¡£¡£¡£¡£Õû¸öÕâ¸öÊý¾Ý¿âµÄÒ»Ì廯µÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬°ÑÕâ¸ö vibe coding µÄÄÜÁ¦ÌáÉýÁË 10 ±¶¡£¡£¡£¡£¡£ÑîÐÁ¾ü 01:32:19µÚÈý¸ö°¸ÀýÊÇ¿­Ê±AGÒ»¸öÍ·²¿µÄÄ£×Ó¹«Ë¾£¬£¬£¬
£¬£¬£¬Ò²»ùÓÚÎÒÃÇÊý¾Ý¿âµÄ agentic lakebase£¬£¬£¬
£¬£¬£¬¹¹½¨ÁËËüµÄ agent µÄµ××ù¡£¡£¡£¡£¡£Õâ¸öÒ²ÊÇÎÒÃÇÊʲÅ˵µÄ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÄܹ»¾ÙÐпìËٵľÙÐе¯ÐÔÀ©Èݺ͵¯ÐÔËõ¶Ì¡£¡£¡£¡£¡£ÒÔÊÇÒ»°ã agentic µÄËûÃǵÄÍ·²¿µÄÄ£×Ó¹«Ë¾ÔÚËûµÄÍøÒ³Éϱ¬·¢µÄagent£¬£¬£¬
£¬£¬£¬Ò»°ãÊÇÄܹ»Í¬Ê±ÔÚÖ§³Ö 20 Íò¸ö agent ʹÓ㬣¬£¬
£¬£¬£¬¿ÉÊÇÓиü¶àµÄ agent ËüÊÇÔÚÐÝÃßµÄ״̬¡£¡£¡£¡£¡£ÒÔÊÇÎÒÃÇÊÇÄܹ»°ÑËüËùÓеÄÊý¾Ý£¬£¬£¬
£¬£¬£¬ÕâЩÐÝÃßµÄ agent ¾ÙÐС£¡£¡£¡£¡£´ò°ü¾ÙÐУ¬£¬£¬
£¬£¬£¬°ÑËü·Åµ½´æ´¢ÉÏ£¬£¬£¬
£¬£¬£¬ÔÚʹÓõÄʱ¼ä°ÑËü¿ÉÒÔÈ¡³öÀ´£¬£¬£¬
£¬£¬£¬¾ÙÐпìËٵļ¤»î£¬£¬£¬
£¬£¬£¬´ÓÐÝÃß״̬»Ø¸´µ½£¬£¬£¬
£¬£¬£¬¼¤»îµÄ״̬¡£¡£¡£¡£¡£ÒÔÊÇÕâ¸öÎÒÃÇÕâ¸öµ¯ÐÔÄÜÁ¦ÌṩÁË£¬£¬£¬
£¬£¬£¬³ÐÔØÁËËüµÄÁ÷Á¿£¬£¬£¬
£¬£¬£¬Äܹ»Ìá¸ß 10 ±¶¡£¡£¡£¡£¡£Í¬Ê±ÎÒÃÇÄܹ»×öµ½ËüµÄ½ðÈÚ¼¶±ð£¬£¬£¬
£¬£¬£¬ÊʲÅ˵µÄÊý¾ÝµÄÇå¾²£¬£¬£¬
£¬£¬£¬½ðÈÚ¼¶±ðµÄ¸ôÀë¡£¡£¡£¡£¡£ÒÔÊÇÎÒÃÇÄܹ»°ÑËüµÄËùÓеÄÓû§µÄÊý¾Ý¾ÙÐмÓÃÜ£¬£¬£¬
£¬£¬£¬Í¬Ê±¾ÙÐÐ×⻧µÄ¸ôÀë¡£¡£¡£¡£¡£Í¬Ê±¾ÙÐÐËûµÄͬʱtracking£¬£¬£¬
£¬£¬£¬Ã¿Ò»¸ö agent ÎÒÃǶ¼ÖªµÀËû×öÁËЩʲô¡£¡£¡£¡£¡£ÒÔÊÇÕûÌåÉÏ¡£¡£¡£¡£¡£±¾Ç®½µµÍÁË70%¡£¡£¡£¡£¡£ºÃµÄ£¬£¬£¬
£¬£¬£¬ÎÒ½ñÌìµÄ·ÖÏí¾Íµ½´ËΪֹ£¬£¬£¬
£¬£¬£¬Ð»Ð»¸÷ÈË¡£¡£¡£¡£¡£

Andr Pro²úÆ·ÈÏÕæÈËÁú¶«ºã£º´Ó¡°ÌìÉú´úÂ롱µ½¡°½»¸¶¼ÛÖµ¡±£¬£¬£¬
£¬£¬£¬¡°ÈË¿ÉÒÔ²»¶® Infra£¬£¬£¬
£¬£¬£¬µ« Agent ±ØÐè¸ü¶®¡±

Ö÷³ÖÈË 01:33:56

ллÑîÐÁ¾üÏÈÉú¡£¡£¡£¡£¡£´ÓÓ¦ÓõÄÌìÉúµ½¼ÛÖµµÄ½»¸¶£¬£¬£¬
£¬£¬£¬ÖÇÄÜÌåÕýÔÚËõ¶Ì´Ó´´Òâµ½²úÆ·µÄÕûÌõÁ´Â·¡£¡£¡£¡£¡£½ÓÏÂÀ´ÓÐÇë Andr Pro ²úÆ·ÈÏÕæÈËÁú¶«ºã´øÀ´·ÖÏí¡ª¡ªAgentic Infra£º¼ÓËÙ´ÓÓ¦ÓÃÌìÉúµ½¼ÛÖµ½»¸¶¡£¡£¡£¡£¡£

Áú¶«ºã 01:34:23

¸÷È˺㬣¬£¬
£¬£¬£¬ÎҽРChris£¬£¬£¬
£¬£¬£¬À´×Ô Convergence ÍŶӡ£¡£¡£¡£¡£½ñÌìºÜÐË·ÜÄܹ»×÷Ϊ ADV µÄ¿Í»§´ú±í£¬£¬£¬
£¬£¬£¬À´¸ú¸÷ÈË·ÖÏíһϠWeb Coding ÉÏÎÒµÄһЩÅжϡ£¡£¡£¡£¡£

ÒÑÍùÒ»Ä꣬£¬£¬
£¬£¬£¬AI ÒѾ­½«Ó¦ÓÃÌìÉú´Ó¼¸¸öÔÂËõ¶Ìµ½Á˼¸ÖÜ¡¢¼¸Ì죬£¬£¬
£¬£¬£¬ÉõÖÁ¼¸¸öСʱ¡£¡£¡£¡£¡£µ«ÎÒÃÇÖªµÀ£¬£¬£¬
£¬£¬£¬ÕæʵµÄӪҵϵͳ²»»áÓÉÓÚ´úÂë½»¸¶Á˾Í×Ô¶¯ÅÜÆðÀ´¡ª¡ªÎÒÃÇ»¹ÐèÒªÊý¾Ý¡¢°²ÅÅ¡¢È¨ÏÞ¡¢Çå¾²ÒÔ¼°¿ÉÒ»Á¬µÄÔËÓª¡£¡£¡£¡£¡£ÒÔÊǽñÌìÎÒÏë·ÖÏíµÄÒ»¸ö½¹µãÅжÏÊÇ£ºvibe coding µÄÏÂÒ»¸ö½×¶Î£¬£¬£¬
£¬£¬£¬²»µ«ÊÇ°ÑÓ¦ÓÃÌìÉúµÃ¸ü¿ì£¬£¬£¬
£¬£¬£¬¶øÊÇÒª½»¸¶µÃÔ½·¢ÍêÕû¡£¡£¡£¡£¡£

Enter ÕýÔÚ¹¹½¨ Agentic Infra£¬£¬£¬
£¬£¬£¬°¢ÀïÔÆ ADB ÊÇÆäÖкÜÊÇÒªº¦µÄ×é³É²¿·Ö¡£¡£¡£¡£¡£½ÓÏÂÀ´ÎÒ»áÁ¬Ïµ Enter µÄÓªÒµÇéÐΣ¬£¬£¬
£¬£¬£¬ÏÈÈÝÎÒÃÇΪʲôÐèÒª Agentic Infra£¬£¬£¬
£¬£¬£¬ÒÔ¼° ADB ÊÇÔõÑù×ÊÖúÎÒÃÇ´ÓÓ¦ÓÃÌìÉú×ßÏò¼ÛÖµ½»¸¶µÄ¡£¡£¡£¡£¡£

ÔÚÏÈÈÝ Enter ֮ǰ£¬£¬£¬
£¬£¬£¬ÎÒÏȼòÆÓÏÈÈÝÒ»ÏÂËü±³ºóµÄÖ÷Æ·ÅÆ Converge AI¡£¡£¡£¡£¡£ËüÊÇÒ»¸öºÜµÍµ÷µ«ÆľßʵÁ¦µÄÆ·ÅÆ¡£¡£¡£¡£¡£Ö÷Àí·½Ï£ÍûÎÒÓÃһЩÊý×ÖÈø÷ÈËÓÐÖ±¹Û¸ÐÊÜ£¬£¬£¬
£¬£¬£¬ÎÒÏëÁËһϡª¡ªÎÒÔ­±¾¿ÉÒÔ½²ÎÒÃÇÓнü°ÙÍòµÄÓû§¹æÄ£¡¢ÊýÊ®ÍòµÄ¹¹½¨ÏîÄ¿£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÊýÍòºËµÄËãÁ¦¡£¡£¡£¡£¡£

Áú¶«ºã 01:35:47

µ«×îºóÎÒÑ¡ÔñÁË"Ò»"¡£¡£¡£¡£¡£ÎªÊ²Ã´£¿
£¿ÓÉÓÚ"Ò»"ÓëÎÒÃÇÆ·ÅƵÄÆõºÏ¶È×î¸ß¡£¡£¡£¡£¡£Converge£¬£¬£¬
£¬£¬£¬Ó¢ÎļÄÒåÊÇ"ÊÕÁ²"¡£¡£¡£¡£¡£ÎÒÃDz»ÊÇÒªÔÙ×öÒ»¸öÁæØêµÄ AI ¹¤¾ß£¬£¬£¬
£¬£¬£¬¶øÊÇÏ£ÍûÓÃÒ»¸öƽ̨³ÐÔزî±ðÁìÓòµÄÖÇÄÜ£¬£¬£¬
£¬£¬£¬ÈøöÌåµÄÖÇÄÜ×îÖÕÄܹ»»ã¾Û³É×éÖ¯¿ÉÒÔÒ»Á¬Ê¹ÓõÄÄÜÁ¦¡£¡£¡£¡£¡£Ò»¼´ÎÞÏÞ£¬£¬£¬
£¬£¬£¬Ò»¼´ÎÞÏÞ£¬£¬£¬
£¬£¬£¬Í¬Ê±Õâ¸ö"Ò»"Ò²´ú±í×ÅÎÒÃÇÏë×ö¸ü´óÊý×ÖµÄÒ»µãÒ°ÐÄ¡£¡£¡£¡£¡£

Áú¶«ºã 01:36:16

ÕâÕÅͼչʾÁËÎÒÃÇÏÖÔڵIJúÆ·½á¹¹¡£¡£¡£¡£¡£×ó²àÊÇ´´ÒâÓëÓªÏú£ºFreemian ÊÇÎÒÃÇÒ»Ì廯µÄ´´ÒâÓëÓªÏúÊÂÇéÊÒ£¬£¬£¬
£¬£¬£¬Concant ÊÇÎÒÃÇÊý¾ÝÇý¶¯µÄ AI CMO¡£¡£¡£¡£¡£ÓÒ²àÊÇÈí¼þÓëÓÎÏ·£ºEnter ÈÏÕæÈí¼þµÄ´´Á¢Óë½»¸¶£¬£¬£¬
£¬£¬£¬Combos ÈÏÕæ°ÑÓÎÏ·´´ÒâÄð³É¿ÉÒÔÏÖʵæÒÏ·µÄÌìÏ¡£¡£¡£¡£¡£ÕâЩ²úÆ·¿´ËÆ·þÎñÓÚ²î±ðµÄ³¡¾°£¬£¬£¬
£¬£¬£¬µ«ÊµÖÊÉÏÎÒÃÇÖ»¹Øעͳһ¼þÊ¡ª¡ªAI ²»µ«ÊÇÌìÉú¼òµ¥µÄÄÚÈÝ£¬£¬£¬
£¬£¬£¬¶øÊÇÒª°ÑÕæÕýÓмÛÖµµÄЧ¹û½»¸¶¸øÓû§¡£¡£¡£¡£¡£

Áú¶«ºã 01:36:44

½ñÌìÓÉÓÚ²úÆ·½ÏÁ¿¶à£¬£¬£¬
£¬£¬£¬ÎÒÃÇÏÈÖصã¾Û½¹ÔÚ Enter£¬£¬£¬
£¬£¬£¬¿´ËüÊÇÔõÑù´Ó´úÂëÌìÉúµÄ Coding Agent תÏòÕæÕýΪÓû§½»¸¶¼ÛÖµµÄ Delivery Agent¡£¡£¡£¡£¡£

×Åʵ Enter ÕýÔÚ¾ÙÐÐÒ»´ÎÄÜÁ¦½çÏßµÄÉý¼¶¡£¡£¡£¡£¡£Coding Agent ½â¾öµÄÊÇ´úÂëÌìÉú£¬£¬£¬
£¬£¬£¬µ«ºöÂÔÁËÔÆ·þÎñ»ù½¨ÒÔ¼°ºã¾Ãı»®ËùÐèÒªµÄ֪ʶ£¬£¬£¬
£¬£¬£¬¶øÕâЩ²ÅÊÇÓªÒµÄܹ»¿ìËÙÀäÆô¶¯¡¢Ò»Á¬ÔËÓªµÄÒªº¦¡£¡£¡£¡£¡£Îª´Ë£¬£¬£¬
£¬£¬£¬Enter ÔÚ´úÂëÖ®ÉÏ×öÁ˸üÇ¿µÄÑÓÉ죬£¬£¬
£¬£¬£¬Îª¿Í»§ÌṩÁËÏà¶ÔÍêÉƵÄÆóÒµ·þÎñ¡£¡£¡£¡£¡£

Áú¶«ºã 01:37:31

Agent ÒÀÈ»ÊÇËùÓн»»¥µÄÆðµã£¬£¬£¬
£¬£¬£¬µ«ÎÒÃÇ»áͬ²½ÅäÌ׸ü¶àµÄ·þÎñ¡£¡£¡£¡£¡£ºÃ±È Infra£¬£¬£¬
£¬£¬£¬ÎÒÃÇÄÚ²¿Ï·³Æ"С°¢ÀïÔÆ"¡ª¡ªÒÔÊÇ°¢ÀïÔÆÈôÊÇÓкõķþÎñ£¬£¬£¬
£¬£¬£¬½Ó´ýÄóöÀ´Ò»ÆðÓᣡ£¡£¡£¡£³ýÁË Infra ÒÔÍ⣬£¬£¬
£¬£¬£¬ÎÒÃÇ»¹»áÓÐÉè¼Æ°å¿é£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÃæÏòÌض¨ÐÐÒµ¿ÉÒÔÖ±½ÓʹÓõÄר¼Ò֪ʶ£¬£¬£¬
£¬£¬£¬ºÃ±È×öµçÉÌ×ÔÁ¦Õ¾¡£¡£¡£¡£¡£

×îΪҪº¦µÄÊÇ Solutions¡ª¡ªÄÇЩÒѾ­±»³Áµí²¢Ó¦ÓÃÔÚ¸÷¸ö³¡¾°ÖеĽâ¾ö·½°¸£¬£¬£¬
£¬£¬£¬Óû§ÊÇ·ñ¿ÉÒÔÖ±½ÓÄÃÀ´Óã¿
£¿ÕâÒ»Ì××éºÏÕ½ÂÔ¾öÒéÁË£¬£¬£¬
£¬£¬£¬Enter Òª×öµÄÒ»¶¨ÊǶ˵½¶ËµÄ¼ÛÖµ½»¸¶£¬£¬£¬
£¬£¬£¬¶ø²»ÊÇijÌõÁ´Â·ÖеÄij¸ö¼òµ¥»·½Ú¡£¡£¡£¡£¡£

Áú¶«ºã 01:38:12

ΪʲôҪÓÐÕâÖÖת±ä£¿
£¿×ÅʵҲºÜ¼òÆÓ£¬£¬£¬
£¬£¬£¬ÓÉÓÚÌìÉúµÄËÙÂÊÒѾ­×ã¹»¿ìÁË£¬£¬£¬
£¬£¬£¬µ«½»¸¶ÒÀÈ»ÊÇÒ»¸öϵͳÐԵŤ³Ì¡£¡£¡£¡£¡£

µÚÒ»£¬£¬£¬
£¬£¬£¬ÎÒÃdz£¿
£¿ªÍæЦ˵£¬£¬£¬
£¬£¬£¬Coding Agent ²úÆ·µÄÓû§×Åʵ²»ÊÇ Coder¡£¡£¡£¡£¡£ÊÂʵ¾ÍÊÇÕâÑù¡ª¡ª¸÷È˲»ÐèÒª¡¢Ò²²»Ó¦¸Ã±»ÒªÇóÉîÈëÃ÷È·µ×²ã Infra µÄϸ½Ú£¬£¬£¬
£¬£¬£¬ÔÚÏÖʵ²Ù×÷ÖÐÎÒÃÇÒ²×ö²»µ½ÈÃËùÓÐÈ˶¼¸ãÇåÎúÕâЩ¡£¡£¡£¡£¡£

µÚ¶þ£¬£¬£¬
£¬£¬£¬µ±×ÊÔ´±äµÃÍÙÊֿɵõÄʱ¼ä£¬£¬£¬
£¬£¬£¬±Ø¶¨»á·ºÆ𱬷¢Ê½½¨ÉèµÄÕ÷Ï󡣡£¡£¡£¡£µ«ÆäÖÐÄܹ»ÕæÕý±»½»¸¶¡¢ÕæÕýÓмÛÖµµÄÐèÇó×ÅʵºÜÉÙ£¬£¬£¬
£¬£¬£¬ÕâÒâζ×Å´ó×Ú×ÊÔ´±»½¨Éè³öÀ´Ö®ºó»á±»ÏÐÖ㬣¬£¬
£¬£¬£¬ÏÐÖþÍÊÇÆÌÕÅ£¬£¬£¬
£¬£¬£¬ÆÌÕžͻáÍƸ߱¾Ç®¡£¡£¡£¡£¡£

Áú¶«ºã 01:38:56

µÚÈý£¬£¬£¬
£¬£¬£¬ÏȲ»ËµÔõÑùı»®ºÃÒ»¸öÍøÕ¾£¬£¬£¬
£¬£¬£¬µ¥¾Í½»¸¶Àú³Ì¶øÑÔ£¬£¬£¬
£¬£¬£¬½«Ä³Ð©²Ù×÷ÐÐΪÍи¶¸ø Agent£¬£¬£¬
£¬£¬£¬¾Í±Ø¶¨´øÀ´Òì³£Óë¹ýʧµÄ·çÏÕ¡£¡£¡£¡£¡£

ÒÔÊÇ£¬£¬£¬
£¬£¬£¬Òª½â¾ö½»¸¶µÄÎÊÌ⣬£¬£¬
£¬£¬£¬¾Í±ØÐèÏȽâ¾öµ×²ã·þÎñµÄÒ×ÓÃÐÔÓë¿É¿ØÐÔÎÊÌâ¡£¡£¡£¡£¡£ÕâÒâζ×ÅÎÒÃÇÐèÒª°ÑÔÆ×ÊÔ´µÄʹÓ÷½´Ó"ÈË"ת±äΪ"Agent"¡ª¡ªÈË¿ÉÒÔ²»¶® Infra£¬£¬£¬
£¬£¬£¬µ« Agent ±ØÐè¸ü¶® Infra¡£¡£¡£¡£¡£Í¬Ê±£¬£¬£¬
£¬£¬£¬Infra ¶Ô Agent ±ØÐèÊÇ¿ÉÃ÷È·¡¢¿ÉŲÓᢿÉÖÎÀíÒÔ¼°¿ÉÉó¼ÆµÄ¡£¡£¡£¡£¡£

ÕâÒ»Ò³ÕýÊÇ Enter ×÷Ϊ Delivery Agent ÕæÕý½¨ÉèµÄ½¹µãÂß¼­¡£¡£¡£¡£¡£Óû§Ëµ"°ïÎÒ×öÒ»¸öµã²Ëϵͳ"£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒª×öµÄ²»µ«ÊÇ°ÑÍøÒ³×ö³öÀ´£¬£¬£¬
£¬£¬£¬¶øÊÇ°ÑÊý¾Ý¿â´îÆðÀ´¡¢ÓòÃû·ÖÅäºÃ¡¢ÍøÕ¾°²ÅÅÍꡪ¡ªÕâÊÇÒ»Ì×ϵͳÐÔµÄÐж¯¡£¡£¡£¡£¡£

ÄÇôÎÒÃÇÔõô×ö£¿
£¿µÚÒ»£¬£¬£¬
£¬£¬£¬±í´ï¼ÛÖµµÄ²¿·Ö£¬£¬£¬
£¬£¬£¬ÒÀÈ»ÊÇÓû§ÔÚ²úÆ·ÖпɼûµÄ¹¦Ð§Ä£¿
£¿é¡£¡£¡£¡£¡£µÚ¶þ£¬£¬£¬
£¬£¬£¬Ò²ÊÇ×îÖ÷ÒªµÄ²¿·Ö£¬£¬£¬
£¬£¬£¬¿­Ê±AG Enter Agent Òª³ÐÉÏÆôÏ£¬£¬£¬
£¬£¬£¬ÕÆÎÕ×îÍêÕûµÄÉÏÏÂÎÄ£¬£¬£¬
£¬£¬£¬¼È×Ӫҵ£¬£¬£¬
£¬£¬£¬Ò²× Infra¡£¡£¡£¡£¡£µÚÈý£¬£¬£¬
£¬£¬£¬ÏòÏ¿´£¬£¬£¬
£¬£¬£¬Agentic Infra µÄ¾«ËèÔÚÓÚ£ºAgent ²»ÊÇȥŲÓÃij¸öµ¥µã¹¤¾ß£¬£¬£¬
£¬£¬£¬¶øÊǽ« Git¡¢Sandbox¡¢Runtime µÈ·þÎñ£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÕâЩ·þÎñÏ嵀 Checkpoint¡¢Provision µÈÌØÕ÷£¬£¬£¬
£¬£¬£¬Í³Ò»×éÖ¯³ÉÒ»Ìõ¿É»Ö¸´¡¢¿ÉÉó¼ÆµÄÐж¯ÐòÁУ¬£¬£¬
£¬£¬£¬È«³ÌÓû§Áã¸ÉÔ¤»òÈõ¸ÉÔ¤¡£¡£¡£¡£¡£

ÒÔÊǸ÷ÈË¿´µ½ÁËÂð£¿
£¿Coding Agent ¸ü¹Ø×¢´úÂ룬£¬£¬
£¬£¬£¬¶ø Delivery Agent ¸ü¹Øעȫ¾Ö£¬£¬£¬
£¬£¬£¬ÕâÊÇÁ½Õß×îÒªº¦µÄÇø±ð¡£¡£¡£¡£¡£

Áú¶«ºã 01:40:41

ÔÚ Agentic Infra À£¬£¬
£¬£¬£¬×÷Ϊµ×²ãµÄÊý¾Ý·þÎñÒ²±ØÐèËæÖ®Ò»ÆðÑݽø£¬£¬£¬
£¬£¬£¬²Å»ªÊµÏÖÕâ¸öÄ¿µÄ¡£¡£¡£¡£¡£ÎªÊ²Ã´£¿
£¿ÓÉÓÚÓû§ÐèÒªµÄ²»ÊÇÒ»¸ö"ÎÒ¿ÉÒÔ×Ô¼º²Ù×÷µÄÊý¾Ý¿âʵÀý"£¬£¬£¬
£¬£¬£¬¶øÊÇÒ»Ì×"Äܱ» Agent Ö±½ÓŲÓõÄÊý¾Ý·þÎñ"¡£¡£¡£¡£¡£Óû§ÓõIJ»ÊÇÊý¾Ý¿â£¬£¬£¬
£¬£¬£¬Óû§ÓõÄÊÇ Agent£¬£¬£¬
£¬£¬£¬Agent ÔÙȥʹÓÃÊý¾Ý¿â¡ª¡ªÎÒÒÔΪÕâÒ»¶¨ÊǸöÇ÷ÊÆ¡£¡£¡£¡£¡£

Áú¶«ºã 01:41:03

ÏîÄ¿×îÏÈʱ£¬£¬£¬
£¬£¬£¬Agent Òª×ö Provision£»£»£»ÊÔ´íʱҪÀ­³öÒ»¸öеķÖÖ§£»£»£»ÏÐÖÃʱҪ½øÈëÐÝÃß¡£¡£¡£¡£¡£ËùÓÐÕâһϵÁÐÐж¯£¬£¬£¬
£¬£¬£¬¶¼ÒÀÀµÓÚ½«±³ºó Serverless¡¢Sandbox ÒÔ¼°Í³Ò»´æ´¢µÄÖØ´óÄÜÁ¦£¬£¬£¬
£¬£¬£¬·â×°³ÉÎȹ̵ĽӿڷþÎñ£¬£¬£¬
£¬£¬£¬¿ª·Å¸ø Enter ʹÓᣡ£¡£¡£¡£ÔÆÔÆÒ»À´£¬£¬£¬
£¬£¬£¬¾ÍÄÜʵÏÖÔÆ×ÊԴʹÓ÷½´Ó"ÈË"ת±äΪ"Agent"¡£¡£¡£¡£¡£

Áú¶«ºã 01:41:26

ÕâÀï²»µÃ²»Ëµ£¬£¬£¬
£¬£¬£¬ADB Ïò Agentic ÑݽøµÄ˼Ð÷£¬£¬£¬
£¬£¬£¬Óë Enter ¹¹½¨ Agentic Infra µÄÆ«Ïò¸ß¶ÈÒ»Ö¡ª¡ªÓÐÒ»ÖÖÐÞÐзÉÏÖÕÓÚÓöµ½µÀÓѵĸÐÊÜ¡£¡£¡£¡£¡£

ÕâÌ×ϵͳÄܸøÎÒÃÇ´øÀ´ÄÄЩ¼ÛÖµ£¿
£¿

µÚÒ»¸ö¼ÛÖµÊÇÇå¾²¡£¡£¡£¡£¡£ ×îÒªº¦µÄ»úÖÆÊÇ Checkpoint¡£¡£¡£¡£¡£Õâ¸ö Checkpoint ²»ÊÇÒ»¸ö¼òÆ Commit£¬£¬£¬
£¬£¬£¬Ò²²»µ«ÊÇÒ»¸öÊý¾Ý¿ìÕÕ£¬£¬£¬
£¬£¬£¬¶øÊÇijһÍêÕûʱ¿ÌÏÂÓªÒµµÄÈ«Á¿ÇÐÃ桪¡ª´úÂë²ãÃæÖ¸ÏòÌá½»ÎļþÓëÒÀÀµ£¬£¬£¬
£¬£¬£¬Êý¾Ý²ãÃæÖ¸Ïò Schema¡¢Data ºÍ»Ö¸´µã£¬£¬£¬
£¬£¬£¬Âß¼­²ãÃæÓÐ Function¡¢ÉèÖá¢Runtime Óë Storage¡£¡£¡£¡£¡£Óû§ÔÚ Enter ÀïÿÍê³ÉÒ»´ÎÐèÇ󽻸¶£¬£¬£¬
£¬£¬£¬¶¼¿ÉÒÔÑ¡ÔñÌìÉúÒ»¸öÄ¿½ñ¿ØÖÆÃæÓëÊý¾ÝÃæµÄÇÐÃæ½Úµã£¬£¬£¬
£¬£¬£¬²¢ÔÚºóÐøí§Òâʱ¼äµã»Ö¸´µ½¸ÃÇÐÃæ¡£¡£¡£¡£¡£ÕâÓеãÏñ´òÓÎÏ·µÄ SL ´ó·¨¡ª¡ªSave and Load£¬£¬£¬
£¬£¬£¬´æµµÓë¼ÓÔØ¡£¡£¡£¡£¡£

Áú¶«ºã 01:42:32

µ±¹ýʧÐÞÕýµÄ±¾Ç®ÎÞÏÞ½µµÍʱ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÊDz»ÊǾͿÉÒÔ¸ü´óÁ¦¶ÈµØÃãÀøÁ¢Ò죬£¬£¬
£¬£¬£¬¸ü¿ìµØ½»¸¶¡¢¸ü¶àµØÊÔ´í£¬£¬£¬
£¬£¬£¬´Ó¶ø¸ü¿¿½üÀֳɣ¿
£¿

µÚ¶þ¸ö¼ÛÖµÊÇЧÂÊ¡£¡£¡£¡£¡£ ÔÚÎÒÃÇÕâÀà¶Ô»°Ê½²úÆ·À£¬£¬
£¬£¬£¬Óû§ÆÚ´ýµÄÀúÀ´²»ÊÇ"Ò»¸öÊý¾Ý¿â±»½¨Éè"£¬£¬£¬
£¬£¬£¬¶øÊÇ"Ӫҵϵͳ±»½»¸¶"¡£¡£¡£¡£¡£ÕâÌ×ÄÜÁ¦ÄÜÈÃÎÒÃǽ¨ÉèÒ»¸öʵÀý²»µ½Ò»Ã룬£¬£¬
£¬£¬£¬½ÐÐÑ»òпªÒ»¸öɳÏäÒ²Ö»ÐèÔ¼Ò»Ãë¡£¡£¡£¡£¡£ÕâЩÊý×Öµ¥¿´¿ÉÄÜûʲô¸ÐÊÜ£¬£¬£¬
£¬£¬£¬µ«ÔÚÕæʵµÄÓû§ÐÐΪÊý¾ÝÉÏÎÒÃÇ·¢Ã÷£¬£¬£¬
£¬£¬£¬Óû§´ÓÌá³öÐèÇóµ½Äõ½Ð§¹û£¬£¬£¬
£¬£¬£¬Õû¸öÀú³ÌÊÇûÓжϵãµÄ¡£¡£¡£¡£¡£×÷Ϊ½»¸¶ Agent£¬£¬£¬
£¬£¬£¬ÎÒÃǼÈÒªÓÐÁ¿£¬£¬£¬
£¬£¬£¬Ò²ÒªÓÐËÙÂÊ¡ª¡ª¶øÐí¶àʱ¼ä£¬£¬£¬
£¬£¬£¬ËÙÂʲÅÊÇÐÂÓû§×ª»¯µÄµÚÒ»¸öÌåÑé¡£¡£¡£¡£¡£

µÚÈý¸ö¼ÛÖµÊDZ¾Ç®¡£¡£¡£¡£¡£ ÔÆ×ÊÔ´µÄÉú³¤Ç÷ÊƱض¨ÊÇÓü¸¶à¸¶¼¸¶à£¬£¬£¬
£¬£¬£¬¾ÍÏñÄ£×Ó°´ Token ÓÃÁ¿¼Æ·ÑÒ»Ñù£¬£¬£¬
£¬£¬£¬ÎÞаÊÇ´óÆ«Ïò¡£¡£¡£¡£¡£ÔÚ Enter À£¬£¬
£¬£¬£¬ÎÒÃÇÒ»·½ÃæÒª°ü¹ÜÓû§ÌåÑ飬£¬£¬
£¬£¬£¬ÁíÒ»·½ÃæÒª¿ØÖƱ¾Ç®£¬£¬£¬
£¬£¬£¬Òò´ËÎÒÃÇÓÐÒ»Ì׶¯Ì¬Õ½ÂÔ£ºÃâÓöȻ§¿ÉÒÔÏÈʹÓöà×â¹²Ïí³Ø£¬£¬£¬
£¬£¬£¬¾ÙÐÐÓªÒµÔçÆÚµÄÊÔÓ㻣»£»Íê³É̽Ë÷Ö®ºó£¬£¬£¬
£¬£¬£¬ÔÙÎÞ·ìǨáãµ½ÓµÓиü¶à¹æ¸ñ¡¢¸ü¶à Region¡¢¾ß±¸ SLA °ü¹ÜµÄ¶ÀÍÌ×ÊÔ´ÖС£¡£¡£¡£¡£

Áú¶«ºã 01:43:52

ÕâÒ»Çж¼µÃÒæÓÚ ADB ÌṩµÄ´æ´¢µ××ù¡¢Ç¨áã±àÅÅÒÔ¼° Auto Scale ÄÜÁ¦£¬£¬£¬
£¬£¬£¬ÈÃÕûÌå×ÊÔ´±¾Ç®ËæÓªÒµ»îÔ¾¶È¶¯Ì¬×ª±ä£¬£¬£¬
£¬£¬£¬¶ÔÎÒÃǺÍÓû§¶¼ÓкܴóµÄ¼ÛÖµ¡£¡£¡£¡£¡£

ÔÚÕâÌ×ϵͳÏ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÈ¡µÃÁËһЩЧ¹û£ºÏÖÔÚ Enter ÒѾ­·þÎñÁËÊýÊ®ÍòÓû§£¬£¬£¬
£¬£¬£¬ÎªËûÃǹ¹½¨ÁËÉÏ°ÙÍò¸ö Agent£¬£¬£¬
£¬£¬£¬ÉÐÓÐÊýÍòºËµÄËãÁ¦ÔÚΪËûÃÇЧÃü¡£¡£¡£¡£¡£Òªº¦ÊÇ¡ª¡ª±¾Ç®½µµÍÁ˲»ÉÙ¡£¡£¡£¡£¡£

Áú¶«ºã 01:44:34

ͨ¹ýÕâЩÊý×Ö£¬£¬£¬
£¬£¬£¬ÎÒÏë˵µÄÊÇ£¬£¬£¬
£¬£¬£¬Agentic Infra ²»µ«ÊÇÒ»¸öÍ£ÁôÔÚÊÖÒÕ²ãÃæµÄ¿´·¨£¬£¬£¬
£¬£¬£¬¶øÊÇÒ»Ì×ÒѾ­ÔÚÕæʵӪҵÖб»ÑéÖ¤µÄ½»¸¶µ××ù¡£¡£¡£¡£¡£

»Øµ½½ñÌìµÄÖ÷Ì⣬£¬£¬
£¬£¬£¬Enter ʼÖÕÒÔΪ´úÂëÖ»ÊÇÆðµã¡£¡£¡£¡£¡£×÷Ϊ Web Coding ƽ̨£¬£¬£¬
£¬£¬£¬ÎÒÃÇÕæÕýÒª½»¸¶µÄÊÇÒ»¸öÄÜÔËÐС¢ÄÜı»®¡¢ÄÜÒ»Á¬Éú³¤µÄÓªÒµ¡£¡£¡£¡£¡£¶ø×öµ½ÕâÒ»µã£¬£¬£¬
£¬£¬£¬Enter ±³ºóÐèÒª¸ü¿ì¡¢¸üÇå¾²¡¢¸ü¿É¹æÄ£»£»£»¯µÄÊý¾Ý»ù´¡ÉèÊ©¡£¡£¡£¡£¡£

½ÓÏÂÀ´£¬£¬£¬
£¬£¬£¬ÎÒÃÇҲϣÍûÄÜÓë ADB ÔÚÒÔϼ¸¸öÆ«ÏòÕö¿ª¸ü¶àÏàÖú£ºµÚÒ»£¬£¬£¬
£¬£¬£¬ÔÚ Workflows Óë¶à Agent ЭͬÉÏÒ»Á¬ÏàÖú£¬£¬£¬
£¬£¬£¬ÌáÉýÓªÒµ¾ºÕùÁ¦£»£»£»µÚ¶þ£¬£¬£¬
£¬£¬£¬ÍêÉƵ¥×â¡¢¶à×âÒÔ¼°ÎÞ·ìǨáãÕâÒ»ÕûÌ×µ¯ÐÔÊý¾Ýµ××ù£»£»£»µÚÈý£¬£¬£¬
£¬£¬£¬Ì½Ë÷ÄÜ·ñ½«ÎÒÃÇÔÚ¹æÄ£¡¢Çå¾²¡¢±¾Ç®ÒÔ¼° SLA ÉÏ»ýÀÛµÄÂÄÀú£¬£¬£¬
£¬£¬£¬³ÁµíΪ¿É¸´ÓõÄ×î¼Ñʵ¼ù£¬£¬£¬
£¬£¬£¬ÔÚÐÐÒµÖÐÍƹ㡣¡£¡£¡£¡£

Áú¶«ºã 01:45:32

ÎÒÃÇ×îÖÕÏ£ÍûʵÏÖµÄÊÇ£ºEnter µÄÓû§ÔÚÕâÀïÌá³öÒ»¸öÄ¿µÄ£¬£¬£¬
£¬£¬£¬ÎÒÃǾͰÑËüÍêÕûµØ½»¸¶¸øËû¡£¡£¡£¡£¡£

лл¸÷ÈË£¬£¬£¬
£¬£¬£¬ÎÒÊÇ Converge µÄ Chris£¬£¬£¬
£¬£¬£¬½Ó´ý¸÷ÈËÀ´ÌåÑé Enter¡ª¡ªºÜÊÇÓÐÒâ˼£¬£¬£¬
£¬£¬£¬ÖµµÃÒ»ÊÔ£¬£¬£¬
£¬£¬£¬Ð»Ð»£¡

°¢ÀïÔÆÖÇÄܼ¯ÍÅÔÆÇå¾²²úÆ·ÈÏÕæÈË×£½¨Ô¾£º»úеÉí·ÝÊýÄ¿ÒÑÓâÔ½ÈËÀ࣬£¬£¬
£¬£¬£¬½ü40%AI AgentÏîÄ¿»òÒòÇå¾²·çÏÕʧ°Ü

Ö÷³ÖÈË 01:45:52ллÁú¶«ºãÏÈÉú¡£¡£¡£¡£¡£ÖÇÄÜÌåÔ½×ÔÖ÷£¬£¬£¬
£¬£¬£¬Çå¾²µÄ½çÏß¾ÍÔ½Ö÷Òª¡£¡£¡£¡£¡£½ÓÏÂÀ´ÓÐÇë°¢ÀïÔÆÖÇÄܼ¯ÍÅÔÆÇå¾²²úÆ·ÈÏÕæÈË×£½¨Ô¾´øÀ´Ñݽ²£¬£¬£¬
£¬£¬£¬ÒÔ agentic Ô­ÉúÇå¾²¹¹½¨¿ÉÐŵÄÖÇÄÜÌå¡£¡£¡£¡£¡£×£½¨Ô¾ 01:46:20¸÷ÈËÉÏÎçºÃ£¬£¬£¬
£¬£¬£¬ºÜÐË·ÜÄÜÔÚÕâÀï¸ø¸÷ÈË·ÖÏíһϰ¢ÀïÔÆÇå¾²¹ØÓÚ Agent Çå¾²µÄһЩ˼Ë÷ºÍʵ¼ù¡£¡£¡£¡£¡£¸Õ¸ÕÇ°ÃæµÄ¼Î±öÃǶ¼ÏÈÈÝÁË£¬£¬£¬
£¬£¬£¬½ñÌ쿭ʱAG Agent ×ÅʵÈÚÈëÁËÉúÑĵķ½·½ÃæÃæ¡£¡£¡£¡£¡£¿ÉÊǵ± Agent ¿ìËÙÉú³¤µÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔõôÑùÄܹ»È¥¹¹½¨Ò»¸ö¿ÉÐÅÈεÄÖÇÄÜÌ壬£¬£¬
£¬£¬£¬ÈÃËüÕæÕýµÄÄÜ×ÊÖúӪҵʵÏÖ¿ìËÙµÄÔöÌíÒÔ¼°Ð§ÂʵÄÌáÉý£¿
£¿ÄÇÊ×ÏÈÎÒÃÇÀ´¿´Ò»¸öÊý×Ö£¬£¬£¬
£¬£¬£¬¾Í½ñÌìÎÒÃÇ Agent ¿ìËÙÉú³¤¡£¡£¡£¡£¡£Ëü½ñÌìºÍ¿­Ê±AGÕæÕýʵÏÖ¸ßЧµÄÔöÌíÖ®¼ä£¬£¬£¬
£¬£¬£¬ËüÓÐÒ»¸öʲôÑùµÄºè¹µ£¿
£¿¸÷ÈË¿ÉÒÔ¿´µ½£¬£¬£¬
£¬£¬£¬½ñÌìÎÒÃÇ agent µÄ»úеÉí·ÝµÄÊýÄ¿£¬£¬£¬
£¬£¬£¬ËüÒѾ­Ô¶Áè¼ÝÁËÈËÀà¡£¡£¡£¡£¡£×£½¨Ô¾ 01:47:09Õâ¸öÊý×Ö´ú±í׎ñÌìÎÒÃÇºÍ agent ×ÅʵÊÇ´¦ÔÚÁËÒ»¸ö¹²ÉúµÄÇéÐΣ¬£¬£¬
£¬£¬£¬¶ø²»ÊÇ˵ֻÊÇÒ»¸ö¸¨ÖúÆ·¡£¡£¡£¡£¡£¿­Ê±AGƾ֤±¨¸æÒ²¿ÉÒÔ¿´µ½£¬£¬£¬
£¬£¬£¬×ÅʵÓÐ 57% µÄÆóÒµÒ²°²ÅÅÁËagent£¬£¬£¬
£¬£¬£¬¿ÉÊÇÕâÄÚÀïÓÐÒ»¸öÊý×Ö£¬£¬£¬
£¬£¬£¬ Gartner À´½²£¬£¬£¬
£¬£¬£¬¿ìÒª 40% µÄÏîÄ¿»áÓÉÓÚÇå¾²·çÏÕ¡£¡£¡£¡£¡£¹Ü¿ØµÄÎÊÌ⣬£¬£¬
£¬£¬£¬µ¼ÖÂÏîÄ¿µÄʧ°Ü¡£¡£¡£¡£¡£ÎªÊ²Ã´»áµÄ»áÓÐÕâôһ¸ö gap ÄØ£¿
£¿ÓªÒµµÄ¿ìËÙµÄÉú³¤ÒÔ¼°¿­Ê±AGÇå¾²·çÏÕ£¬£¬£¬
£¬£¬£¬ÎªÊ²Ã´»áÏîÄ¿»áµ¼ÖÂÏîĿʧ°Ü£¿
£¿ÕâÄÚÀï´ÓÁ½·½Ã棬£¬£¬
£¬£¬£¬ÎÒÃÇÒ»ÆðÀ´¿´Ò»Ï¡£¡£¡£¡£¡£µÚÒ»·½Ã棬£¬£¬
£¬£¬£¬µ± AI ¿ìËÙÉú³¤µÄͬʱ£¬£¬£¬
£¬£¬£¬ËüͬÑùÔÚ×ÊÖúºÚ¿ÍÄܹ»ÒÔÔ½·¢¸ßЧµÄ·½Ê½È¥ÕÒµ½ÄãÓªÒµµ±ÖеÄÎó²î¡£¡£¡£¡£¡£Æ¾Ö¤ Crossjack µÄ±¨¸æ£¬£¬£¬
£¬£¬£¬ÕâÄÚÀï¿ÉÒÔ¿´µ½¡£¡£¡£¡£¡£¿ìÒª¾ÍÊÇ°Ù£¬£¬£¬
£¬£¬£¬ËûÒѾ­¸³ÄÜÁË90%£¬£¬£¬
£¬£¬£¬Æ½¾ù 29 ·ÖÖÓ¾ÍÄܵ¼ÖÂÄãµÄӪҵϵͳÄܹ»±»¹¥ÆÆ¡£¡£¡£¡£¡£µÚ¶þ¸öÄØ£¬£¬£¬
£¬£¬£¬¸÷ÈË¿ÉÒÔ¿´µ½£¬£¬£¬
£¬£¬£¬Æ¾Ö¤Í³¼ÆµÄÎó²î°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ CVE µÄÎó²î£¬£¬£¬
£¬£¬£¬ 2026 ÄêÒѾ­ÓÐ 20 ¼ÒµÄ agent µÄ±¬·¢ÁË 20 ¼ÒµÄ agent Îó²î£¬£¬£¬
£¬£¬£¬ÆäÖÐÓÐ 9 ¸öÒÔÉ϶¼ÊÇÒ»¸ö¸ßΣÎó²î¡£¡£¡£¡£¡£Ê²Ã´Ñù½Ð×ö¸ßΣµÄÎó²î£¿
£¿½ñÌìÎÒÃÇ¿ÉÒÔÕýÔÚÕâÀï¾Í¿ÉÒÔ°Ñ agent ËùÔËÐеÄÇéÐÎÖ±½Ó¹¥ÆÆ¡£¡£¡£¡£¡£×£½¨Ô¾ 01:48:35×î½üÓÐÒ»¸ö langflow µÄÎó²î°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ËüÊǾŵ㼸·ÖµÄ¡£¡£¡£¡£¡£¸÷È˶¼ÖªµÀÄã¿ÉÒÔͨ¹ý langflow È¥´î½¨ÄãµÄ agent µÄÕû¸öµÄ¿ò¼Ü¡£¡£¡£¡£¡£µ±ÄãËüËù±¨µÄÎó²îÊÇËüÓÐÒ»¸ö web UI ÄÚÀïÓÐÒ»¸ö RCE µÄÎó²î¡£¡£¡£¡£¡£Õâ¸öÎó²î±¬·¢£¬£¬£¬
£¬£¬£¬ËüÆäʱÊÇ 20 Сʱ£¬£¬£¬
£¬£¬£¬µ±ËüÇå¾²Îó²î¹«Ãܸæ³öÀ´µÄʱ¼ä£¬£¬£¬
£¬£¬£¬ 20 СʱÔÚÏßÉϾÍÒѾ­±¬·¢ÁËÕæʵµÄ¹¥»÷ÀֳɵÄÑùÀý£¬£¬£¬
£¬£¬£¬ 25 СʱÊý¾Ý¾Í±»ÇÔÈ¡ÁË¡£¡£¡£¡£¡£×£½¨Ô¾ 01:49:06¸÷ÈË¿ÉÒÔ¿´µ½£¬£¬£¬
£¬£¬£¬´Ó¸÷È赀 agent µÄÉú³¤µ½Çå¾²µÄ·çÏÕ£¬£¬£¬
£¬£¬£¬¿­Ê±AGî¿Ïµ»ú¹¹£¬£¬£¬
£¬£¬£¬ËüÒ²¸øÁËÎÒÃǺÜÊǶàµÄÖ¸µ¼°¡¡£¡£¡£¡£¡£ºÃ±È˵¿­Ê±AGÍøÐŰ죬£¬£¬
£¬£¬£¬Ëü·¢ÁË agent µÄÖ¸µ¼µÄ¿ò¼Ü£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÎÒÃÇÔÚ OpenCloud ³öÀ´µÄʱ¼ä£¬£¬£¬
£¬£¬£¬×Åʵ»áÓÐÁùÒªºÍÁù²»Òª¡£¡£¡£¡£¡£ÕâÄÚÀï¿ÉÒÔ¿´µ½£¬£¬£¬
£¬£¬£¬ÏñÅ·ÃË°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ËüÓÐ AI µÄ·¨°¸£¬£¬£¬
£¬£¬£¬µ±Ä㱬·¢ÁË agent µÄ·çÏÕ£¬£¬£¬
£¬£¬£¬×î¸ß¿ÉÄÜÅöÃæÁÙ 7% µÄÓªÊյĴ¦·Ö¡£¡£¡£¡£¡£¿
£¿ÉÒÔ˵£¬£¬£¬
£¬£¬£¬ Agent ½ñÌì¹ØÓÚ¸÷ÈËÀ´½²£¬£¬£¬
£¬£¬£¬Ëü¹æÄ£»£»£»¯°²ÅŵÄÌõ¼þ£¬£¬£¬
£¬£¬£¬Çå¾²ÊǺÜÊǺÜÊÇÐëÒªµÄ£¬£¬£¬
£¬£¬£¬·ñÔòËüÖ»ÄÜÊÇ»áÄð³ÉÄãÓªÒµµÄÛÕ±ÕÆ÷¡£¡£¡£¡£¡£×£½¨Ô¾ 01:49:49ΧÈÆÕâÒ»¸ö·çÏÕ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÕ¾ÔÚÕû¸ö½ñÌìµÄ Cloud °¢ÀïÔƵÄÊӽǣ¬£¬£¬
£¬£¬£¬ÎÒÃÇÊÇÔõôÑùÀ´Ë¼Ë÷£¬£¬£¬
£¬£¬£¬ÔõÑùÀ´½â¾öÕâЩ·çÏÕ£¿
£¿ÎÒÃÇÌá³öÁËÈý²ãͳÖðÒ»Ì廯·À»¤µÄÀíÄî¡£¡£¡£¡£¡£ÎÒÃÇ¿ÉÒÔ¿´µ½×îµ×²ãµÄÔƵĻù´¡ÉèÊ©²ã£¬£¬£¬
£¬£¬£¬Ç°Ãæ×ÅʵÁÐλ¼Î±ö¶¼½²µ½£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔõôÑù°ÑÇå¾²ÈÚ½ø»ù´¡ÉèÊ©£¬£¬£¬
£¬£¬£¬Äܹ»Ô½·¢ºÃµÄÈ¥°ü¹ÜËüÅÌËãÇéÐεÄÇå¾²¡£¡£¡£¡£¡£¿­Ê±AGÄ£×ÓµÄÍÆÀí·þÎñ²ã£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔõôÑùÄܹ»¸üºÃµÄ°ü¹ÜÄ£×Óµ½Ä£×ÓÖ®¼äµÄÊäÈëÊä³ö£¿
£¿ËüÊÇÇå¾²µÄ¡£¡£¡£¡£¡£×£½¨Ô¾ 01:50:25ÔÙµ½ÏÖÔڷdz£»£»£»ðµÄ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÈ¥¹¹½¨ agent µÄÓ¦Óò㡣¡£¡£¡£¡£ agent Ó¦Óò㣬£¬£¬
£¬£¬£¬ÄãȥŲÓù¤¾ß£¬£¬£¬
£¬£¬£¬ÄãËùʹÓõÄÊý¾Ý£¬£¬£¬
£¬£¬£¬ÄãµÄÐÐΪ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔõôÑù¸üºÃµÄÈ¥×öµ½È«Á´Â·µÄ¿ÉÊӲ죬£¬£¬
£¬£¬£¬ÒÔ¼°ËüÇå¾²·çÏյĶ´²ì¡£¡£¡£¡£¡£Ö»ÓÐÕâÈý²ãͳһ£¬£¬£¬
£¬£¬£¬Äð³Éȱһ²»¿É¡£¡£¡£¡£¡£ÎÒÃÇÀ´¿´¿´£¬£¬£¬
£¬£¬£¬ÕâÊÇÎÒÃÇËù½²µÄÀíÄ£¬£¬
£¬£¬£¬Ëü¾ø¶Ô²»ÊÇÍ£ÁôÔÚ PPT ÉϵÄÒ»¸öÀíÄî¡£¡£¡£¡£¡£ÎÒÃǽñÌìÔÚ°¢ÀïÔÆÉÏÒѾ­Õæʵ°ÑËü¾ÙÐÐÁËÒ»¸öÂäµØ¡£¡£¡£¡£¡£ÎÒÃǽ²Çå¾²ÀíÄ£¬£¬
£¬£¬£¬×ÅʵºÜÊǺÜÊǽ¹µãµÄÒ»¸ö¾­µäµÄ¸ö¿ò¼Ü£¬£¬£¬
£¬£¬£¬×ÅʵÊǽÐ×ö£¬£¬£¬
£¬£¬£¬µ±ÄãÇå¾²ÊÂÎñ±¬·¢Ç°£¬£¬£¬
£¬£¬£¬ÄãÊÂÎñÕýÔÚ±»¹¥»÷ʱ£¬£¬£¬
£¬£¬£¬ÒÔ¼°Äã¡£¡£¡£¡£¡£±»¹¥»÷ºó£¬£¬£¬
£¬£¬£¬ÎÒÃǽÐÊÂÇ°ÊÂÖеÄÒ»¸öϵͳ¡£¡£¡£¡£¡£ÊÂÇ°ÄãÒª×î½¹µãµÄ£¬£¬£¬
£¬£¬£¬ÄãÄܹ»¿´µÃÇ壬£¬£¬
£¬£¬£¬ÄãÊDz»ÊÇÄܹ»¿´µ½ÄãËùÓеÄ×ʲú£¿
£¿µ±ÄãÊÂÖеÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÄãÄܲ»¿É¹»ÊµÊ±µÄ·¢Ã÷£¬£¬£¬
£¬£¬£¬È¥×è¶ÏÕâ¸ö·çÏÕ£¿
£¿µ±ÄãÔÚʺ󣬣¬£¬
£¬£¬£¬ÄãÕæÕý±¬·¢Çå¾²ÊÂÎñÖ®ºó£¬£¬£¬
£¬£¬£¬ÄãÄܲ»¿É¹»×öµ½È«Á´Â·È¥»ØËÝ£¬£¬£¬
£¬£¬£¬È¥°ÑÕû¸öµÄ¹¥»÷Á´Â·È¥°ÑËü»¹Ô­³öÀ´£¬£¬£¬
£¬£¬£¬ÕÒµ½ÕæÕýµÄ·çÏյ㾿¾¹ÊÇÔÚÄÇÀ
£¿ÕâÒ»Ì×ÊÂÇ°ÊÂÖеÄϵͳ£¬£¬£¬
£¬£¬£¬ÎÒÔÚ½ÓÏÂÀ´ÎÒÃÇÊÇÔõÑù°ÑËüÂäÔÚ°¢ÀïÔÆÇå¾²µÄ²úÆ·µÄϵͳµ±ÖУ¿
£¿ÎÒÏÈÈÝÒ»ÏÂÎÒÃÇ 1 + 2£¬£¬£¬
£¬£¬£¬ 1 ÊÇʲô£¿
£¿ÊÇÖ¸µÄÊÇÎÒÃÇ Agent Çå¾²ÖÐÐIJúÆ·£¬£¬£¬
£¬£¬£¬¿­Ê±AGÒ»¸öƽ̨Ð͵IJúÆ·£¬£¬£¬
£¬£¬£¬ Agent Çå¾²ÖÐÐÄ¡£¡£¡£¡£¡£ÔÚÔÚÊÂÇ°µÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÃÇÊÇΧÈÆ¿­Ê±AG»ù´¡ÉèÊ©¡¢¿­Ê±AGÄ£×Ó¡¢¿­Ê±AGÓ¦Ó㬣¬£¬
£¬£¬£¬ÎÒÃǾÙÐÐÁËÈ«×ʲúµÄʶ±ð¡£¡£¡£¡£¡£ÔÚ¿­Ê±AGÖÐÐIJ㣬£¬£¬
£¬£¬£¬³ýÁËʶ±ðÖ®ºó£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»áÈ¥·¢Ã÷ÕâÄÚÀïËüÄÄЩʹÓõÄÖÐÐļþ£¬£¬£¬
£¬£¬£¬ËüʹÓõÄ×é¼þÓжÔÓ¦µÄÕâ¸ö·çÏÕ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒѾ­ÉÏÏßÁË¡£¡£¡£¡£¡£×£½¨Ô¾ 01:52:12150 ¼ÒµÄÕë¹ØÓÚÕâÑùÎó²îµÄ¼ì²â£¬£¬£¬
£¬£¬£¬ËüÊÇÔÚÎÒÃÇÔÚ֮ǰÄܹ»È¥ÕæÕýµÄ°Ñ×ʲúÅÌ»õÇåÎú£¬£¬£¬
£¬£¬£¬°Ñ·çÏÕ¼ì²âÇåÎú¡£¡£¡£¡£¡£Í¬Ê±ÎÒÃÇÒ²ÌṩÁË AI red team µÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬Äܹ»¸ø agent Ò»Á¬µÄÈ¥×öÉø͸²âÊÔ£¬£¬£¬
£¬£¬£¬×ÊÖúÎÒÃÇÄܹ»¸ü¿ìµÄÈ¥·¢Ã÷Ä㾿¾¹ÓÐÄÄЩÇå¾²·çÏÕ¡£¡£¡£¡£¡£Õâ¸öÊÇ agent Çå¾²ÖÐÐĵÄÊÂÇ°£¬£¬£¬
£¬£¬£¬ÔÚÊÂÖÐΧÈÆ agent È«Á´Â·£¬£¬£¬
£¬£¬£¬´ÓÓû§µÄÊäÈëµ½ÉÏÏÂÎÄ£¬£¬£¬
£¬£¬£¬ÔÙµ½ËüÕû¸öµÄÍÆÀíÒâͼȥִÐй¤¾ß£¬£¬£¬
£¬£¬£¬ÔÙµ½¡£¡£¡£¡£¡£ÍÆÀíÖ®ºó£¬£¬£¬
£¬£¬£¬ËüµÄÊä³ö£¬£¬£¬
£¬£¬£¬ÎÒÃǹ¹½¨ÁËÕû¸öÔËÐÐʱµÄÇå¾²¡£¡£¡£¡£¡£Äǽ¹µãÀ´½²£¬£¬£¬
£¬£¬£¬½ñÌìÔËÐÐʱµÄÇå¾²£¬£¬£¬
£¬£¬£¬Ò»ÊÇÔÚÄãÊäÈëµÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÏÖÔÚÓÐÌáÐѴʵÄÖ±½Ó×¢È룬£¬£¬
£¬£¬£¬Ò²ÓÐÌáÐѴʵļä½ÓµÄ×¢Èë¡£¡£¡£¡£¡£×£½¨Ô¾ 01:53:00ÄÇÇ°ÃæÎÒ½²µÄÔÚ¸ßΣÎó²îµ±ÖУ¬£¬£¬
£¬£¬£¬ÓÐÒ»¸öºÜÊǸßΣµÄÎó²î£¬£¬£¬
£¬£¬£¬×ÅʵÊÇ LangChain µÄÎó²î¡£¡£¡£¡£¡£ÄÇËüµÄÎó²îÊÇʲôÄØ£¿
£¿Óû§ÊäÈëµÄʱ¼ä£¬£¬£¬
£¬£¬£¬ËûÊäµÄÊÇÒ»¸öÓдø×ŶñÒâÐÅÏ¢µÄÒ»¸öprompt¡£¡£¡£¡£¡£Äǵ±ËûÊä¸øÕâ¸ö LangChain Ö´ÐУ¬£¬£¬
£¬£¬£¬ËûȥŲÓÃÄ£×ÓµÄʱ¼ä£¬£¬£¬
£¬£¬£¬ÄÇÓÕÆ­ÁËÄ£×Ó£¬£¬£¬
£¬£¬£¬Ä£×Ó·µ»ØÁËÒ»¸ö´ø×ŶñÒâÖ¸ÁîµÄÐÅÏ¢¡£¡£¡£¡£¡£×£½¨Ô¾ 01:53:24langchain Ö´ÐУ¬£¬£¬
£¬£¬£¬ËüÖ±½ÓÖ±½Ó͸øÁ˹¥»÷Õß¡£¡£¡£¡£¡£¹¥»÷ÕßÄõ½Õâ¸öÃÜÔ¿Ö®ºó£¬£¬£¬
£¬£¬£¬Ëû¿ÉÒÔ¾¶Ö±µØÈëÇÖµ½Ëûµ×²ãµÄÓ¢·¨²ã¡£¡£¡£¡£¡£ÒÔÊÇÎÒÃÇ´ÓÄ£×Ó£¬£¬£¬
£¬£¬£¬Óû§½Ó agent ÎüÊÕµ½ÁËÊäÈ룬£¬£¬
£¬£¬£¬µ½ËûÕû¸öÒâͼµÄÍÆÀíÈ¥Ö´ÐÐÄÄЩ¹¤¾ß£¬£¬£¬
£¬£¬£¬ÔÙµ½ËûÊä³ö£¬£¬£¬
£¬£¬£¬ÎÒÃÇÈ¥ÁËÈ«Á´Â·µÄÔËÐÐʱµÄ¼ì²âºÍ×ö¹ýÂË¡£¡£¡£¡£¡£×£½¨Ô¾ 01:53:50ËäÈ»ÕâÒ»¸ö¸÷ÈË¿ÉÒÔ¿´µ½ÕâÄÚÀï·ÖÁËÎå²½£¬£¬£¬
£¬£¬£¬ÒÔΪÓÃÆðÀ´×ÅʵºÜÊÇÖش󣬣¬£¬
£¬£¬£¬ÍùÍù²»ÊÇ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒѾ­°ÑÕâ¸ö²úÆ·ÈÚÈëÁË¿­Ê±AG°ÙÁ¶£¬£¬£¬
£¬£¬£¬ÈÚÈëÁË¿­Ê±AG¡£¡£¡£¡£¡£ AI µÄÇå¾²Íø¹Ø£¬£¬£¬
£¬£¬£¬Äܹ»ÈÃÓû§Ô½·¢¼òÆÓÒ×ÓõÄÈ¥¿ªÆôÎÒÃÇÕâ¸ö²úÆ·¡£¡£¡£¡£¡£ËüÈ«Á´Â·µÄÑÓʱ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²ÊÇ¿ØÖÆÔÚÁË 100 ºÁÃë¡¢ 120 ºÁÃëÒÔÄÚ¡£¡£¡£¡£¡£×£½¨Ô¾01:54:11ÓÐÁËÕâ¸öÖ®ºó£¬£¬£¬
£¬£¬£¬ÎÒÃÇ×ÅʵÔÙÀ´¿´Ò»ÏÂʺ󡣡£¡£¡£¡£Õâ¸ö×ÅʵÔÚÎÒÃÇÇ°ÃæµÄ¼Î±öÄÚÀïÒ²½²µ½£¬£¬£¬
£¬£¬£¬ºÍÔÆÔ­ÉúµÄ agentloop È¥×öÕûÌåµÄÒ»¸öÈÕÖ¾µÄÂòͨ¡£¡£¡£¡£¡£ÎÒÃÇ»á»ùÓÚ agentloop È¥×öÈ«Á´Â·µÄ¹¥»÷ÐÐΪµÄËÝÔ´£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÊºóµÄ·çÏյĻ¹Ô­£¬£¬£¬
£¬£¬£¬×ö½øÒ»²½µÄÉî¶ÈµÄ¼ì²â¡£¡£¡£¡£¡£Õâ¸ö²úÆ·ÎÒÃdzýÁË¡£¡£¡£¡£¡£×£½¨Ô¾ 01:54:34ÓÐ agentloop µÄÈÕÖ¾Ô´Ö®Í⣬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²ÌṩÁËÒ»¸ö²å¼þ£¬£¬£¬
£¬£¬£¬ rust µÄ²å¼þ£¬£¬£¬
£¬£¬£¬Äã¿ÉÒÔÖ±½Ó¼¯³Éµ½¿­Ê±AG agent ÄÚÀ£¬£¬
£¬£¬£¬×öµ½ÊµÊ±µÄÈÕÖ¾µÄÊÕÂ޺ͷçÏյĶ´²ì¡£¡£¡£¡£¡£ÕâÒ»¸öÊÇÎÒÃÇÇ°Ã棬£¬£¬
£¬£¬£¬Ä¿½ñ½²µÄ£¬£¬£¬
£¬£¬£¬´ÓÊÂÇ°¡¢ÊÂÖС¢Êºó£¬£¬£¬
£¬£¬£¬ÕûÒ»¸öµÄΧÈÆ agent À´¹¹½¨µÄ agent Ç徲ƽ̨¡£¡£¡£¡£¡£×£½¨Ô¾ 01:54:58½²µÄÁ½¸ö°Â£¬£¬£¬
£¬£¬£¬ÎªÊ²Ã´»áÒª½²Á½¸ö°Â£¿
£¿½ñÌìÃæÏò agent µÄ·çÏÕ£¬£¬£¬
£¬£¬£¬Ëü×ÅʵԽ·¢µÄÑÏÖØ£¬£¬£¬
£¬£¬£¬ÎÒÃDZØÐè°ÑÇå¾²×öÔÚÊÂÇ°¡£¡£¡£¡£¡£µÚÒ»¸ö 2 µ±ÖеĵÚÒ»¸öÊÇ¿­Ê±AGÉí·Ý£¬£¬£¬
£¬£¬£¬Éí·ÝÄã±ØÐèµÃÔÚÊÂÇ°¾ÙÐÐÍýÏ룬£¬£¬
£¬£¬£¬²Å»ª¹»ÔÚÄãÕæÕý agent ÉÏÏßÖ®ºó£¬£¬£¬
£¬£¬£¬Äܹ»×öµ½Ã¿Ò»¸ö agent ÄãÓжÔÓ¦µÄÉí·Ý£¬£¬£¬
£¬£¬£¬ÄãÄܹ»Õë¹ØÓÚ agent ÏñÈËÒ»ÑùÈ¥×öÉí·ÝȨÏ޵Ĺܿء£¡£¡£¡£¡£½¹µãµÄÀ´½²£¬£¬£¬
£¬£¬£¬ÎÒÃÇËù¹¹½¨µÄ agent µÄ id guard£¬£¬£¬
£¬£¬£¬Ëü»á¸øÿ¸ö agent ½ÒÏþÉí·Ý£¬£¬£¬
£¬£¬£¬Äã¿ÉÒÔÖªµÀ£¬£¬£¬
£¬£¬£¬½ñÌìÄãµÄÓ¦Óþ¿¾¹ÊÇÄÄÒ»¸öÈË£¬£¬£¬
£¬£¬£¬Äĸö agent ½ñÌì¶ÔÄãµÄÓ¦ÓþÙÐÐÁË»á¼ûºÍ²Ù×÷¡£¡£¡£¡£¡£×£½¨Ô¾ 01:55:43ÕâÄÚÀïÓÐÒ»¸öºÜÊǵģ¬£¬£¬
£¬£¬£¬µ±ËüÉÏÏßÖ®ºó£¬£¬£¬
£¬£¬£¬¿­Ê±AGËüµÄƾ֤£¬£¬£¬
£¬£¬£¬ÍùÍù¸Õ¸ÕÇ°Ãæ½²µÄÀý×Ó£¬£¬£¬
£¬£¬£¬ËüµÄƾ֤±»µÁ×ßÁË£¬£¬£¬
£¬£¬£¬ÎÒÃÇ agent µÄ ID Guard£¬£¬£¬
£¬£¬£¬ËüÌṩµÄÊÇÒ»¸öÔÝʱµÄƾ֤£¬£¬£¬
£¬£¬£¬¾ÙÐж¯Ì¬µÄÂÖѯ£¬£¬£¬
£¬£¬£¬ËüÄܹ»×öµ½Ò»¶Îʱ¼ä¾Í»»¸üÐÂÒ»¸öƾ֤£¬£¬£¬
£¬£¬£¬Õâ¸öÊÇʵÏÖÁËÈÃÿ¸ö agent Äܹ»ÊµÃûÉϸڣ¬£¬£¬
£¬£¬£¬×îСȨÏÞ£¬£¬£¬
£¬£¬£¬Äܹ»È¨ÔðÇåÎú¡£¡£¡£¡£¡£×£½¨Ô¾ 01:56:08µÚ¶þ¸öÎÒÃǽ²µÄ×óÒƵķçÏÕ£¬£¬£¬
£¬£¬£¬ÊÇΧÈƸ÷È˸ոÕÇ°Ãæ½²µÄagent£¬£¬£¬
£¬£¬£¬ËüÄܹ»×Ô¼ºÈ¥Ð´×Ô¼ºµÄ´úÂë¡£¡£¡£¡£¡£Äã¿ÉÒÔÏëÏëÄãÄܹ»·ÅÐÄÒ»¸ö agent д´úÂëµÄʱ¼ä£¬£¬£¬
£¬£¬£¬Ö±½Ó commit µ½ÄãµÄÏßÉϵÄÉú²úϵͳ¡£¡£¡£¡£¡£Î§ÈÆÕâÑùµÄ³¡¾°£¬£¬£¬
£¬£¬£¬½ñÌìÎÒÃÇÔõôÑùÈ¥½â¾öÄØ£¿
£¿ÎÒÃÇÌṩÁËÒ»¸ö agentic µÄ´úÂëÇå¾²£¬£¬£¬
£¬£¬£¬Ëü×ÅʵÊÇÁ½·½Ã棬£¬£¬
£¬£¬£¬Ò»£¬£¬£¬
£¬£¬£¬ËüµÄÕû¸öµÄ´úÂëÇå¾²£¬£¬£¬
£¬£¬£¬ÎÒÃǺͿ­Ê±AG Git ºÍ¿­Ê±AG CICD µÄÁ÷³Ì¾ÙÐÐÁËÂòͨ¡£¡£¡£¡£¡£µÚ¶þ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²ÊÇͨ¹ý AI À´ÌáÉýÎÒÃÇÕû¸ö´úÂëÇå¾²µÄÄÜÁ¦£¬£¬£¬
£¬£¬£¬ÎÒÃÇÏà±È¹Å°åÀ´½²£¬£¬£¬
£¬£¬£¬ËüµÄ×¼ÕÙÂÊÓкÜÊÇÏÔ×ŵÄÌáÉý¡£¡£¡£¡£¡£ËüµÄÐÞ¸´µÄʱ¼äÒ²¿ÉÒÔÈÃÄã´ÓÎó²îµ½ÏßÉÏÄܹ»Äð³ÉÊÇÔÚ´úÂëÐû²¼µÄʱ¿Ì£¬£¬£¬
£¬£¬£¬Ö»¹Ü¶àµÄÈ¥±¬·¢¡£¡£¡£¡£¡£×òÌìÄØ£¬£¬£¬
£¬£¬£¬×Åʵ¿­Ê±AG Coder ÍŶӰ¡¡£¡£¡£¡£¡£Ò²¾ÙÐÐÁËÒ»¸öÁªºÏµÄÐû²¼£¬£¬£¬
£¬£¬£¬¿­Ê±AG²úÆ·Ò²¿ÉÒÔÔÚ Coder µÄÄÚÀï¾ÙÐÐÖ±½ÓµÄ¿ªÏä¼´Ó㬣¬£¬
£¬£¬£¬×öµ½ÁËÒ»¸öÕæÕýµÄÒ»¸öNative£¬£¬£¬
£¬£¬£¬¶ø²»ÐèҪ˵½ñÌìÄ㻹ҪÌØÁíÍâÈ¥×öÒ»¸ö¼¯³É¡£¡£¡£¡£¡£ÄÇÕâÀï¾ÍÊÇÎÒÃÇÇ°Ãæ½²µÄ 1 + 2£¬£¬£¬
£¬£¬£¬ 1 Ò»¸öƽ̨£¬£¬£¬
£¬£¬£¬ 2 ËüÊÇÁ½¸ö×óÒÆ£¬£¬£¬
£¬£¬£¬ÄÇÕâÊÇÒ»¸öÕûÌ×µÄϵͳ£¬£¬£¬
£¬£¬£¬Ëüȱһ²»¿É¡£¡£¡£¡£¡£×£½¨Ô¾ 01:57:26Äǻص½ÎÒÃǽñÌì¡£¡£¡£¡£¡£ agent µÄÎÒÃÇ×ÔÉíµÄ²úÆ·£¬£¬£¬
£¬£¬£¬ÔõôÑùÄܹ»ÈÃÓû§¸ü¼òÆÓ¡¢¸üÒ×ÓõÄÀ´Óÿ­Ê±AG²úÆ·£¿
£¿ÎÒÃÇÔ­À´ÓÐ 10 ¶à¸öÇå¾²²úÆ·£¬£¬£¬
£¬£¬£¬½ñÌìÎÒÃÇÕâ 10 ¶à¸öÇå¾²²úÆ·¶¼ÔÚ°¢ÀïÔÆµÄ SKILLS µÄ¹ÙÍøÉÏÃæÉÏÏßÁË¿­Ê±AGSKILLS¡£¡£¡£¡£¡£Õâ¸ö SKILLS Äã¿ÉÒÔͨ¹ý×Ô¼ºµÄagent£¬£¬£¬
£¬£¬£¬Ò²¿ÉÒÔͨ¹ýÈý·½µÄ agent À´¾ÙÐÐÌṩ¡£¡£¡£¡£¡£ÎÒÃÇÉÏÏßÖ®ºó£¬£¬£¬
£¬£¬£¬ÏÖÔÚÒѾ­ÓÐ 300 ¼ÒµÄÓû§£¬£¬£¬
£¬£¬£¬ÌìÌìµÄŲÓÃÁ¿ÓÐ 50 ¶àÍò´Î¡£¡£¡£¡£¡£ÎÒÃÇÒ²ÌṩÁË£¬£¬£¬
£¬£¬£¬ÎªÖÐСµÄÓû§°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÌṩÁËÒ»¸öÕû¸öµÄÇå¾²ÔËάµÄ agent ƽ̨£¬£¬£¬
£¬£¬£¬Äã¿ÉÒÔÖ±½ÓÔÚÕâ¸öƽ̨ÉÏÃæÈ¥¡£¡£¡£¡£¡£È¥×öÄãµÄÎó²îµÄÆÊÎö£¬£¬£¬
£¬£¬£¬È¥×ö±¨¸æµÄÌìÉú£¬£¬£¬
£¬£¬£¬ÒÔ¼°È¥×öÒ»Á¬µÄÇå¾²·çÏյļà²âºÍ×Ô¶¯»¯µÄÏìÓ¦¡£¡£¡£¡£¡£×£½¨Ô¾ 01:58:14ÄÇÓÐÁËÄã¿ÉÒÔÓà agent È¥¹ÜÖ®ºó£¬£¬£¬
£¬£¬£¬ÄǽñÌìÎÒÃǸ÷ÈË¿ÉÒÔ¿´µ½£¬£¬£¬
£¬£¬£¬ÎÒÃDz»¹ÜÊÇ agent È¥¹Ü£¬£¬£¬
£¬£¬£¬ÕÕ¾É˵ÎÒÃÇ×ÊÖú agent È¥ÌáÇ°Íù×öÇå¾²µÄ·À»¤£¬£¬£¬
£¬£¬£¬ÄÇÎÒÃǽñÌìËü¾¿¾¹ÊDz»ÊÇÒ»¸ö PPT ÉϵÄÄØ£¿
£¿ÄǾø¶Ô²»ÊÇ£¬£¬£¬
£¬£¬£¬ÄǾ­ÓÉ¿­Ê±AGÒ»Á¬°¢ÀïÔÆÊ®¶àÄêÇå¾²µÄ³Áµí»ýÀÛ°¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²»ñµÃÁ˺ÜÊǶàµÄÒµ½çµÄÈÏ¿É¡£¡£¡£¡£¡£×£½¨Ô¾ 01:58:40Ê×ÏÈÔÚ¿­Ê±AGÓ¢·¢²ã£¬£¬£¬
£¬£¬£¬Õâ¸öÊÇÎÒÃÇ»ýÀÛ×îÉîµÄ£¬£¬£¬
£¬£¬£¬²»¹ÜÊÇÎÒÃÇÔÚÎÒÃǹŰåµÄÔ­ÐÍÖÐÐÄWAFF£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔÚÊг¡µÄÕ¼ÓÐÂÊ×ÅʵÊÇÒ»Á¬µÄµÚÒ»¡£¡£¡£¡£¡£¿­Ê±AGÄÚÀïµÄÉí·ÝµÄÇå¾²Ò²ÊÇÕû¸ö Gartner µÄħÁ¦ÏóÏÞµ±ÖÐÑÇÌ«µÄΨÖðÒ»¼Ò¡£¡£¡£¡£¡£ÎÒÃÇÐÂÉú³¤µÄÄ£×Ó²ãºÍ¿­Ê±AG agent ²ã£¬£¬£¬
£¬£¬£¬ÔÚ¿­Ê±AGÄ£×Ó²ãÄÚÀ£¬£¬
£¬£¬£¬ÎÒÃÇÒ²»ñµÃÁË IDC ÄÚÀïµÄ£¬£¬£¬
£¬£¬£¬²»¹ÜÊÇÔÚ¡£¡£¡£¡£¡£ÊÖÒÕµÄÊý¾ÝµÄÆÊÎö£¬£¬£¬
£¬£¬£¬ÄÚÈݵÄÌìÉúÒÔ¼°Ä£×ÓµÄÆÊÎö£¬£¬£¬
£¬£¬£¬ÎÒÃÇÊÇÔÚÈý¸ö·½Ãæ»ñµÃÖÜÈ«µÄµÚÒ»¡£¡£¡£¡£¡£ÄÇÔÚ×îÉϲãµÄ agent µÄÓ¦Ó𡣡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²»ñµÃÁËÔÚÊг¡ºÍÊÖÒÕÄÜÁ¦µÄµÚÒ»¡£¡£¡£¡£¡£ÒÔÊÇÕâһЩ¾­ÓÉÎÒÃÇÇ°ÃæÊ®¶àÄêµÄ»ýÀÛ£¬£¬£¬
£¬£¬£¬Ëü¾ø¶Ô²»ÊÇÒ»¸ö£¬£¬£¬
£¬£¬£¬¾ÍÊÇÍ£ÁôÔÚ PPT ÉÏ¡£¡£¡£¡£¡£½ñÌìÎÒÃÇËù½²µÄÕâЩÄÜÁ¦£¬£¬£¬
£¬£¬£¬¸÷È˶¼¿ÉÒÔÔÚ°¢ÀïÔƵĹÙÍøÉÏÒ»Á¬µÄ¿ÉÒÔÈ¥»ñµÃ¡£¡£¡£¡£¡£

×£½¨Ô¾ 01:59:34ÄÇÓÐÁË¿­Ê±AGÕâЩÂÄÀú£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²ºÜÊÇÔ¸ÒâµÄ°ÑËü·ÖÏí¸ø¸÷ÈË¡£¡£¡£¡£¡£ÄÇÎÒÃǽñÌìÕýʽµÄÈ¥Ðû²¼¿­Ê±AG AI agent µÄÇå¾²µÄ×î¼ÑµÄʵ¼ù¡£¡£¡£¡£¡£¸÷ÈË¿ÉÒÔÔÚÕâ¸ö±¨¸æÄÚÀïÈ¥»ñµÃ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÊÇÔõôÑùȥ˼Ë÷¿­Ê±AGÈý²ã·À»¤ÏµÍ³µÄ£¿
£¿ÎÒÃÇÊÇÔõôÑùÄܹ»°ÑËüÄð³ÉÎÒÃÇ AI native »¯£¬£¬£¬
£¬£¬£¬ÈÚÈëµ½ÎÒÃǸ÷¸ö²úÆ·µ±Öеģ¿
£¿ÒÔÊÇ˵µ½×îºó£¬£¬£¬
£¬£¬£¬ÎÒÏ£Íû¸÷È˸øÎÒ£¬£¬£¬
£¬£¬£¬ÔÙ¸øÎÒµãʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÀ´×ܽáһϣ¬£¬£¬
£¬£¬£¬ÎÒÃǽñÌì½¹µãÏëºÍ¸÷ÈË·ÖÏíµÄÄÚÈÝ¡£¡£¡£¡£¡£×£½¨Ô¾ 02:00:05µÚÒ»µãÊÇÕû¸ö agent µÄÇå¾²£¬£¬£¬
£¬£¬£¬ÔÚµ±ÏÂËü²»ÔÙÊÇÒ»¸ö¿ÉÑ¡Ï£¬£¬
£¬£¬£¬ËüÊǽñÌì¸÷ÈËÓªÒµÉú³¤µ±ÖеÄÒ»¸ö±ØÑ¡Ï£¬£¬
£¬£¬£¬·ñÔòÄãµÄ agent Ö»»á³ÉΪһ¸ö׼ʱµÄÕ¨µ¯¡£¡£¡£¡£¡£µÚ¶þ£¬£¬£¬
£¬£¬£¬ agent Çå¾²£¬£¬£¬
£¬£¬£¬ËüÊÇÐèÒª´Ó infra ²ã¡¢´ÓÄ£×Ӳ㡢´ÓÓ¦ÓòãÈý²ã·À»¤ÏµÍ³£¬£¬£¬
£¬£¬£¬È±Ò»²»¿É¡£¡£¡£¡£¡£µ±ÄãÖ»×öµ½ÁËÆäÖеÄÒ»Ïî»òÕßÊÇÁ½Ï£¬£¬
£¬£¬£¬ÄÇÄãÒ²²»ÊÇÒ»¸öÍêÕûµÄÌ壬£¬£¬
£¬£¬£¬ÄÇÄãµÄÇå¾²µÄ·çÏÕ³¨³¨¿ÚÓÀÔ¶ÊǶ´¿ªµÄ¡£¡£¡£¡£¡£µÚÈý£¬£¬£¬
£¬£¬£¬ÄãҪȥ´òÔìÕâôһ¸öÈý²ãµÄϵͳ£¬£¬£¬
£¬£¬£¬Çå¾²µÄÍâ¹Ò£¬£¬£¬
£¬£¬£¬ËüÔÚÂäµØÉÏÊÇÓкÜÊÇ´óµÄ±¾Ç®µÄ£¬£¬£¬
£¬£¬£¬ÄÇÎÒÃÇÐèÒª°ÑËüÒÔ AI native Ô­ÉúµÄ·½Ê½ÈÚÈëµ½¡£¡£¡£¡£¡£¿­Ê±AGinfraÄ£×ÓÓ¦Óõ±ÖÐÈ¥£¬£¬£¬
£¬£¬£¬Äܹ»ÈÃÆóÒµÀ´Ê¹ÓÃÇå¾²µÄʱ¼ä£¬£¬£¬
£¬£¬£¬ËüÊÇÒÔ×îСµÄ±¾Ç®£¬£¬£¬
£¬£¬£¬ÓÖÄÜ»ñµÃ×î¸ßµÄÊÕÒæ¡£¡£¡£¡£¡£ºÃ£¬£¬£¬
£¬£¬£¬Ð»Ð»¸÷ÈË£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ»ÆðÆð¾¢¹¹½¨¿ÉÐÅÈεÄÖÇÄÜÌå¡£¡£¡£¡£¡£

°¢ÀïÔÆÖÇÄÜCTO¹ÙÀî·É·É¡¢PyTorch FoundationÖ´Ðж­Ê£ºAI SaaS½«×ªÏò¡°°´Ð§¹û¸¶·Ñ¡±£¬£¬£¬
£¬£¬£¬Ä£×Ó²»ÔÙÊÇΨһ½¹µã

Ö÷³ÖÈË 02:01:13ллף½¨Ô¾ÏÈÉú¡£¡£¡£¡£¡£½ÓÏÂÀ´ÎÒÃǽøÈ뾫²ÊµÄ¶Ô»°»·½Ú£¬£¬£¬
£¬£¬£¬ÓÐÇë¶Ô»°¼Î±ö°¢ÀïÔÆÖÇÄܼ¯ÍÅÊ×ϯÊÖÒÕ¹ÙÀî·É·É¡£¡£¡£¡£¡£ PyTorch »ù½ð»áÖ´Ðж­Ê£¬£¬£¬
£¬£¬£¬ Mark Collier£¬£¬£¬
£¬£¬£¬ÕÆÉù½Ó´ý¡£¡£¡£¡£¡£

Àî·É·É¡¡02:02:21

¹þඣ¬£¬£¬
£¬£¬£¬¸÷È˺ã¡Mark£¬£¬£¬
£¬£¬£¬ºÜÊÇллÄãÀ´¼ÓÈ뿭ʱAGÂÛ̳¡£¡£¡£¡£¡£ÄãÔÚÖйúºÜÖøÃû£¬£¬£¬
£¬£¬£¬ÓÉÓÚÄãÏòµ¼×Å PyTorch »ù½ð»á¡£¡£¡£¡£¡£ÎÒÃÇÐí¶àÈ˶¼´Ó PyTorch ÏîÄ¿ÖÐÊÜÒæ·Ëdz£¬£¬£¬
£¬£¬£¬ÎÞÂÛÊÇΪ PyTorch Т˳Ïë·¨£¬£¬£¬
£¬£¬£¬ÕÕ¾ÉʹÓà PyTorch µÄÖÖÖÖÏîÄ¿ºÍÄ£¿
£¿é¡£¡£¡£¡£¡£

ÊÂʵÉÏ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÊʲŻ¹ºÍ Kai Chao ×øÔÚÒ»Æ𣬣¬£¬
£¬£¬£¬ËûÊÇ vLLM µÄÁªºÏÊ×´´ÈË¡£¡£¡£¡£¡£vLLM Êǵ±½ñÍÆÀíÁìÓòµÄ½¹µã»ù´¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬Ðí¶àÈ˶¼ÖªµÀËü¡£¡£¡£¡£¡£

ÒÔÊÇÎҵĵÚÒ»¸öÎÊÌâÊÇ£ºÄãÄܼòÆÓÏÈÈÝÒ»ÏÂÄã×Ô¼º£¬£¬£¬
£¬£¬£¬ÒÔ¼° PyTorch »ù½ð»áÂð£¿
£¿Çë¸ÅÊöÒ»ÏÂÄãÃǵÄʹÃüÊÇʲô£¬£¬£¬
£¬£¬£¬ÄãÃǹØעʲô£¬£¬£¬
£¬£¬£¬ÎÒÃÇÔõÑùТ˳ʵÁ¦£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÎÒÃÇÔõÑùÅäºÏÉú³¤¡£¡£¡£¡£¡£Ð»Ð»¡£¡£¡£¡£¡£

Mark¡¡02:03:21

ºÜÊÇллÄãÃǵÄÔ¼Çë¡£¡£¡£¡£¡£×Ô´Ó 2010 ÄêÎÒ¼ÓÈ뽨Éè OpenStack ÒÔÀ´£¬£¬£¬
£¬£¬£¬ÎÒÀ´ÖйúÒѾ­ÓÐ 16 ÄêÁË¡£¡£¡£¡£¡£ÎÒ´ÓÊ¿ªÔ´ÊÂÇéԼĪ 20 ÄêÁË£¬£¬£¬
£¬£¬£¬ÏÖÔÚרעÓÚ PyTorch Éú̬ºÍ PyTorch »ù½ð»á£¬£¬£¬
£¬£¬£¬»ù½ð»áµÄÊÂÇéÒ²°üÀ¨Ö§³ÖÆäËûÏîÄ¿£¬£¬£¬
£¬£¬£¬ºÃ±È vLLM¡£¡£¡£¡£¡£ºÜÐ˷ܼûµ½ vLLM µÄÊ×´´ÈË£¬£¬£¬
£¬£¬£¬¼¸ÌìÇ°ÎÒÃǸÕÔÚÉϺ£¼ÓÈëÁËÒ»¸öºÜÊÇÊܽӴýµÄ vLLM ¾Û»á¡£¡£¡£¡£¡£

¿­Ê±AGʹÃüÊÇ¡ª¡ªÈôÊÇÄã×ݹÛÈ˹¤ÖÇÄܵÄÈý´óÖ§Öù£ºÑµÁ·¡¢ÍÆÀíºÍÖÇÄÜÌ壬£¬£¬
£¬£¬£¬¾Í»á·¢Ã÷£¬£¬£¬
£¬£¬£¬×÷Ϊһ¸ö·ÇÓªÀû»ù½ð»á£¬£¬£¬
£¬£¬£¬ÎÒÃǺÜÊÇÐÒÔ˵ػñµÃÁËÏñ°¢Àï°Í°ÍÕâÑùµÄ¹«Ë¾µÄÖ§³Ö£¬£¬£¬
£¬£¬£¬×ÊÖúÎÒÃǹ¹½¨ÁËÕâÑùÒ»¸öÉçÇø¡£¡£¡£¡£¡£Õâ¸öÉçÇø±àдµÄÈí¼þ±»Áè¼Ý 90% µÄʵÑéÊҺ͹«Ë¾ÓÃÓÚÄ£×ÓѵÁ·¡£¡£¡£¡£¡£PyTorch ×÷Ϊ¿ªÔ´Èí¼þÒѾ­±£´æºÜ³¤Ê±¼ä£¬£¬£¬
£¬£¬£¬²¢Òѱ»³ä·Ö֤ʵÊÇÏÖÔÚ×îºÃµÄÄ£×ÓѵÁ·Èí¼þ¡£¡£¡£¡£¡£

Mark¡¡02:04:24

ÔÚÍÆÀí·½Ã棬£¬£¬
£¬£¬£¬ÎÒÃÇÖ§³Ö vLLM£¬£¬£¬
£¬£¬£¬ËüºÜÊÇÊ¢ÐС£¡£¡£¡£¡£ËäÈ»£¬£¬£¬
£¬£¬£¬ÎÒÃÇҲ̸Åе½ SGLang¡£¡£¡£¡£¡£ÏÖÔÚÓÐÐí¶à¿ªÔ´ÏîÄ¿¶¼Ö§³Ö SGLang£¬£¬£¬
£¬£¬£¬Õâ¶Ô½â¾öÕâÀàÎÊÌâÖÁ¹ØÖ÷Òª¡£¡£¡£¡£¡£ÏÖʵÉÏ£¬£¬£¬
£¬£¬£¬ÎÒÒÔΪÓÐЩÎÊÌâ»ù´¡ÎÞ·¨ÓÃÆäËû·½Ê½½â¾ö£¬£¬£¬
£¬£¬£¬ÓÉÓÚÕâÐèÒª´ó¹æÄ£µÄЭµ÷£¬£¬£¬
£¬£¬£¬ÐèÒªÈÃÌìϸ÷µØµÄÈËÒ»ÆðÊÂÇ飬£¬£¬
£¬£¬£¬ÈκÎÒ»¼Ò¹«Ë¾¶¼ÎÞ·¨µ¥¶ÀÍê³É¡£¡£¡£¡£¡£Õâ¾ÍÊÇ¿ªÔ´µÄ÷ÈÁ¦ËùÔÚ¡£¡£¡£¡£¡£

Mark¡¡02:04:56

ллÄúµÄ¸ÅÊö¡£¡£¡£¡£¡£ÎÒºÜÊÇÈÏͬÄúËù˵µÄ£¬£¬£¬
£¬£¬£¬ÓÈÆäÊÇ×îºóÒ»¾ä¡ª¡ªÃ»ÓÐÄļҹ«Ë¾Äܹ»µ¥¶ÀÍê³ÉÕâÏîÊÂÇ飬£¬£¬
£¬£¬£¬ÎÒÃÇÐèÒªÅäºÏÆ𾢡¢Ð¯ÊÖÏàÖú¡£¡£¡£¡£¡£ÎÒÒ²ºÜÊÇÔÞÐíÄúÌáµ½µÄ AI µÄÈý´óÖ§Öù£ºÑµÁ·¡¢ÍÆÀíºÍÖÇÄÜÌå¡£¡£¡£¡£¡£ËäÈ»£¬£¬£¬
£¬£¬£¬½ñÌìÂÛ̳µÄÖ÷ÌâÊÇÖÇÄÜÌå¡£¡£¡£¡£¡£µ«ÔÚÉîÈë̽ÌÖÖÇÄÜÌå֮ǰ£¬£¬£¬
£¬£¬£¬ÎÒÏëÏÈÌýÌýÄú¶ÔѵÁ·ºÍÍÆÀíµÄ¿´·¨¡£¡£¡£¡£¡£

Mark¡¡02:05:27

ÏÈ˵˵ѵÁ·¡£¡£¡£¡£¡£PyTorch ÊÇѵÁ·µÄ½¹µã£¬£¬£¬
£¬£¬£¬Ðí¶à¹«Ë¾£¬£¬£¬
£¬£¬£¬°üÀ¨ÎÒÃÇ°¢ÀïÔÆ£¬£¬£¬
£¬£¬£¬¶¼Ê¹Óà PyTorch À´¹¹½¨ÑµÁ·ÄÜÁ¦¡£¡£¡£¡£¡£ÊÂʵÉÏ£¬£¬£¬
£¬£¬£¬ÎÒÃÇ×î½üºÜÊÇÐÒÔ˵ØÐû²¼£¬£¬£¬
£¬£¬£¬°¢ÀïÔƳÉΪÁË PyTorch »ù½ð»áµÄ°×½ð»áÔ±¡£¡£¡£¡£¡£ÕâÖ÷ÒªÔ´ÓÚÎÒÃÇÓë PyTorch ÉçÇøµÄÉî¶ÈÏàÖúÐèÇ󡪡ªÎÒÃÇ×Ô¼ºµÄ AI ƽ̨´ó×ÚʹÓÃÁË PyTorch µÄÄ£¿
£¿éºÍ×é¼þ¡£¡£¡£¡£¡£

Mark¡¡02:06:14

ºÜÊÇлл PyTorch »ù½ð»á£¬£¬£¬
£¬£¬£¬ÕýÊÇÓÐÁËÄãÃǵÄÖ§³Ö£¬£¬£¬
£¬£¬£¬ÎÒÃDzŻª¼ÌÐøΪÉçÇø×ö³öТ˳¡£¡£¡£¡£¡£ÎÒÒÔΪÕâÒâÒå·Ç·²£¬£¬£¬
£¬£¬£¬ÎÒÃǺÜÊÇÐË·ÜÄÜ»ñµÃ°¢Àï°Í°Í¸ü¶àµÄÖ§³Ö¡£¡£¡£¡£¡£ÄÇô£¬£¬£¬
£¬£¬£¬ÄúÄÜ¿ìËÙ×ܽáÒ»ÏÂÄúÊӲ쵽µÄ PyTorch ÉçÇøµÄÇéÐΣ¬£¬£¬
£¬£¬£¬ÒÔ¼°×îеÄѵÁ·Ç÷ÊÆÊÇʲôÂð£¿
£¿

Mark¡¡02:06:44

ºÜÊÇÓÐȤµÄÒ»µãÊÇ£¬£¬£¬
£¬£¬£¬AI ¼ÓËÙÆ÷ÕýÔÚÅÉú³¤¡£¡£¡£¡£¡£¾ÍÔÚ¼¸·ÖÖÓÇ°£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»¹Ìýµ½Á˹ØÓÚ°¢Àï°Í°Í×îÐÂÁ¢ÒìЧ¹ûµÄÏÈÈÝ¡£¡£¡£¡£¡£×ݹÛÓ²¼þ¡¢Êý¾ÝÖÐÐÄ¡¢ÄÚ´æ´ø¿íÆ¿¾±ÒÔ¼°ÑµÁ·µÈ¸÷¸ö·½Ã棬£¬£¬
£¬£¬£¬AI µÄÇ°½ø¶¼´øÀ´ÁËÖØ´óµÄÌôÕ½¡£¡£¡£¡£¡£ÎÒÒÔΪ£¬£¬£¬
£¬£¬£¬ÈôÊÇÄãÏëÓµÓÐÒ»¸ö AI ¼ÓËÙÆ÷²¢ÕæÕýÓÃËüÀ´ÑµÁ·Ä£×Ó£¬£¬£¬
£¬£¬£¬»ñµÃ PyTorch µÄÓÅÒìÖ§³ÖÖÁ¹ØÖ÷Òª¡£¡£¡£¡£¡£Îª´Ë£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»ù½ð»áÉèÁ¢ÁËÒ»¸ö¶à¼Ü¹¹ÊÂÇé×飬£¬£¬
£¬£¬£¬ÖÂÁ¦ÓÚÖ§³Ö¿ª·¢¸ü¶à²î±ðµÄºó¶Ë¡£¡£¡£¡£¡£ÎÒµÄÅä¾°ÊÇ»ù´¡ÉèÊ©ÁìÓò£¬£¬£¬
£¬£¬£¬´ÓÓ²¼þµ½Ö§³ÖÕâЩӲ¼þµÄÈí¼þ£¬£¬£¬
£¬£¬£¬ÕâʼÖÕÊÇÎÒµÄר³¤¡£¡£¡£¡£¡£

Mark¡¡02:07:38

µ±ÄãÏàʶ AI ѵÁ·ÁìÓòÕýÔÚ±¬·¢µÄÊÂÇ飬£¬£¬
£¬£¬£¬»á·¢Ã÷ÇéÐδóͬСÒ죺ÈËÃÇÏëÒª¸ü¶àÑ¡Ôñ£¬£¬£¬
£¬£¬£¬Ò²ÐèÒª¸ü¶àÓ²¼þÖ§³Ö¡£¡£¡£¡£¡£ËûÃÇÐèÒªÄܹ»Í¬Ê±Ö§³ÖѵÁ·ºÍÍÆÀíµÄÌæ»»¼Ü¹¹£¬£¬£¬
£¬£¬£¬¶øÄܹ»ÊµÏÖÕâÒ»µãµÄÈí¼þ²ã¶ÔÕû¸öÌìÏÂÀ´Ëµ¶¼¾ßÓкÜÊÇÖ÷ÒªµÄÕ½ÂÔÒâÒ塪¡ªËüΪÈËÃÇÌṩÁ˸ü¶àÑ¡Ôñ£¬£¬£¬
£¬£¬£¬ÈÃËûÃÇÄܹ»ÒÔ¸ü¾­¼Ã¸ßЧµÄ·½Ê½¾ÙÐÐѵÁ·¡£¡£¡£¡£¡£

Mark¡¡02:08:05

´ÓѵÁ·µ½ÍÆÀíÔÙµ½ÖÇÄÜÌ壬£¬£¬
£¬£¬£¬¸÷¸ö½×¶Î¶Ô»ù´¡ÉèÊ©µÄѹÁ¦¶¼´ó²»Ïàͬ£¬£¬£¬
£¬£¬£¬¶øÓµÓÐÕâЩ¿ª·ÅµÄÈí¼þ²ãÀ´Ö§³ÖÉçÇøÉú³¤¾ÍÏÔµÃÓÈΪÖ÷Òª¡£¡£¡£¡£¡£

Àî·É·É¡¡02:08:32

Á½ÈýÄêÇ°£¬£¬£¬
£¬£¬£¬µ±ÕⲨ AI ¸ïÃüÀ˳±¸Õ¸ÕÐËÆðʱ£¬£¬£¬
£¬£¬£¬ÈËÃǶ¼ÔÚÌÖÂÛÔõÑù¹¹½¨Í³Ò»µÄѵÁ·ºÍÍÆÀí»ù´¡ÉèÊ©¡£¡£¡£¡£¡£µ«ÕýÈçÄúËù˵£¬£¬£¬
£¬£¬£¬ÕâÖÖÇéÐÎÔ½À´Ô½ÉÙÁË¡£¡£¡£¡£¡£ÈËÃÇÏÖÔÚ×îÏÈÒâʶµ½£¬£¬£¬
£¬£¬£¬ÑµÁ·ºÍÍÆÀí¶Ô»ù´¡ÉèÊ©µÄÐèÇó½ØÈ»²î±ð¡£¡£¡£¡£¡£

Àî·É·É¡¡02:09:02

˵µ½ÍÆÀí£¬£¬£¬
£¬£¬£¬ÎÒÒÔΪӵÓÐÑ¡ÔñȨºÜÖ÷Òª¡£¡£¡£¡£¡£Õë¶Ô²î±ðµÄÄ£×Ӽܹ¹£¬£¬£¬
£¬£¬£¬×éÖ¯¡¢¹«Ë¾¡¢¿ª·¢Õß¿ÉÄÜ»áÏëʹÓòî±ðµÄÍÆÀíƽ̨¡£¡£¡£¡£¡£¹ØÓÚijЩģ×Ó£¬£¬£¬
£¬£¬£¬Ò²ÐíʹÓà SGLang ÊÇ×î¼ÑÑ¡Ôñ£»£»£»¶ø¹ØÓÚÁíһЩģ×Ó£¬£¬£¬
£¬£¬£¬Ò²ÐíʹÓà vLLM ²ÅÊÇ×î¼ÑÑ¡Ôñ¡£¡£¡£¡£¡£

Àî·É·É¡¡02:09:22

ÊʲÅÎÒÃÇÒ²Áĵ½ÁËÕâÒ»µã¡£¡£¡£¡£¡£vLLM µÄÊ×´´È˽ñÌìÒ²ÔÚÕâÀ£¬£¬
£¬£¬£¬Ëû¸ÕÍÑÀë¡£¡£¡£¡£¡£ÎÒÒ²Óë SGLang µÄÁíһλÊ×´´ÈËÊ¢Òú£¨Sheng Yin£©ºÜÊì¡£¡£¡£¡£¡£ÒÔÊÇ£¬£¬£¬
£¬£¬£¬ÎÒÇ¿ÁÒ½¨ÒéÍƶ¯ SGLang Óë PyTorch »ù½ð»áµÄÏàÖú£¬£¬£¬
£¬£¬£¬Õâ¶ÔÕû¸öÉçÇøÀ´ËµÒâÒå·Ç·²¡£¡£¡£¡£¡£

Mark¡¡02:09:50

PyTorch »ù½ð»áÓë SGLang Ö®¼äȷʵÓкܺõÄÏàÖú»ù´¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬ÎÒÒ²ÆÚ´ýºã¾ÃµÄÏàÖú¡£¡£¡£¡£¡£ÈÃÎÒÒÔΪºÜÊÇÓÐȤµÄÒ»µãÊÇ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÏÖÔÚÃæÁÙµÄÇéÐÎÊÇÓ²¼þºÍÈí¼þ¼Ü¹¹Í¬Ê±±¬·¢¸ùÌìÐÔµÄÀå¸ï£¬£¬£¬
£¬£¬£¬ÕâºÜÊÇÆæÒì¡£¡£¡£¡£¡£ÎÒÃÇÂÄÀúÁ˲î±ðµÄÅÌËãÉú³¤Ê±´ú£¬£¬£¬
£¬£¬£¬µ«ÏÖÔÚ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÕýÊÔͼÔÚÈ«Çò¹æÄ£ÄÚ³¹µ×¸Ä±äÈí¼þ¼Ü¹¹¡ª¡ªÐµÄÄ£×Ӽܹ¹Ò»Ö±Ó¿ÏÖ£¬£¬£¬
£¬£¬£¬Óë´ËͬʱӲ¼þÒ²ÔÚ±¬·¢×ª±ä¡£¡£¡£¡£¡£¶øʵÏÖÕâÒ»µãµÄΨһ;¾¶ÊÇͨ¹ý¿ªÔ´Èí¼þ¾ÙÐдó¹æÄ£µÄЭµ÷£¬£¬£¬
£¬£¬£¬ÀýÈçÏñ vLLM ÕâÑùµÄÏîÄ¿¡£¡£¡£¡£¡£

Mark¡¡02:10:26

SGLang »áÔÚÐÂÄ£×ÓÐû²¼µ±Ìì¾ÍÌṩ֧³Ö¡£¡£¡£¡£¡£ºÃ±È Kimi 3 ¸ÕÐû²¼£¬£¬£¬
£¬£¬£¬Qwen Ä£×ÓµÄÏÂÔØÁ¿ÒѾ­Áè¼ÝÊ®ÒڴΡ£¡£¡£¡£¡£ÎªÁËÈÃÕâЩģ×ÓÄܹ»ÀÖ³ÉÂäµØ²¢±»Óû§Ê¹Ó㬣¬£¬
£¬£¬£¬ËüÃÇÐèÒªÕâЩ¿ò¼ÜµÄÖ§³Ö¡£¡£¡£¡£¡£vLLM ºÍ SGLang »áÔÚÄ£×ÓÐû²¼È·µ±Ìì¾ÍÐû²¼Ö§³Ö£¬£¬£¬
£¬£¬£¬ÕâÊÇÐëÒªµÄ£¬£¬£¬
£¬£¬£¬Ö»ÓÐÕâÑù²Å»ªÕæÕýÆôÓÃÍÆÀíÊÂÇ鸺ÔØ¡£¡£¡£¡£¡£

vLLM µÄ±ê×¼Ðû²¼½Ú×àÊÇÿÁ½ÖÜÒ»´Î£¬£¬£¬
£¬£¬£¬ÕâÈÃÎÒÒÔΪ²»¿É˼Òé¡£¡£¡£¡£¡£OpenStack ×î³õÊÇÿÁù¸öÔÂÐû²¼Ò»´Î£¬£¬£¬
£¬£¬£¬Ò²¾ÍÊÇÒ»ÄêÁ½´Î¡£¡£¡£¡£¡£¶øÏÖÔÚËûÃÇȴ˵£¬£¬£¬
£¬£¬£¬ÔÚÄ£×ÓÐû²¼¼ä϶£¬£¬£¬
£¬£¬£¬Ã¿Á½ÖܾͻáÐû²¼Ò»´Î¹Ù·½°æ±¾¡£¡£¡£¡£¡£ÕâÖÖ¿ìËÙµÄת±³ÅÑ×࣬£¬£¬
£¬£¬£¬ÒÔ¼°Ä£×Ӽܹ¹ºÍÓ²¼þ·½ÃæµÄÖÖÖÖת±ä£¬£¬£¬
£¬£¬£¬¶¼ÔÚÊÔͼͬʱÕûºÏ²¢ÏòÇ°Íƽø£¬£¬£¬
£¬£¬£¬ÕýÔÚÔì³ÉÒ»ÖÖ¸´ºÏ¼ÓËÙ¡£¡£¡£¡£¡£ÕâºÜÊÇÖش󣬣¬£¬
£¬£¬£¬ÎÒÒÔΪÎÒÃÇÐèҪȫÌìÏÂÍŽáÆðÀ´£¬£¬£¬
£¬£¬£¬Í¨¹ý¿ªÔ´µÄ·½Ê½À´Ó¦¶ÔÕâÒ»ÌôÕ½¡£¡£¡£¡£¡£

Àî·É·É¡¡02:11:34

Êǵģ¬£¬£¬
£¬£¬£¬×ª±äµÄËÙÂʺ͸´ºÏ¼ÓËÙ£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ²ÍêÈ«¸ÐÊܵ½ÁË¡£¡£¡£¡£¡£ÏÖÔÚ£¬£¬£¬
£¬£¬£¬×ÝÈ»ÊÇͳһ¼Ò¹«Ë¾£¬£¬£¬
£¬£¬£¬Ã¿¸ôÒ»Á½¸öÔ¾ͻáÐû²¼Ò»¿îÐÂÄ£×Ó£¬£¬£¬
£¬£¬£¬Ëæ´¦¶¼ÊÇ¿ªÔ´Èí¼þ¡£¡£¡£¡£¡£ÈôÊÇÄãÏë׽סÐÂÄ£×ÓµÄÊÆÍ·²¢ÍÆÏòÊг¡£¡£¡£¡£¡£¬£¬£¬
£¬£¬£¬¾ÍÕæµÄÐèÒª¼ÓËÙ½ÓÄÉËÙÂÊ¡£¡£¡£¡£¡£¾ÍÏñÄúÌáµ½µÄ£¬£¬£¬
£¬£¬£¬vLLM ¶Ô Kimi 3 µÄ"ÁãÈÕ"½ÓÄɾÍÊÇÒ»¸öºÜºÃµÄÀý×Ó¡£¡£¡£¡£¡£

ÎÒÒÔΪÄÇЩ¿ª·¢Ö°Ô±¶¼²»Ë¯¾õ¡ª¡ªÖйúµÄ¿ª·¢ÕߺÍÃÀ¹úµÄ¿ª·¢ÕßÕýºÃÏà¸ô 12 Сʱ£¬£¬£¬
£¬£¬£¬ÈôÊÇ°ÑËûÃÇ·ÅÔÚÒ»Æ𣬣¬£¬
£¬£¬£¬¾Í¿ÉÒÔʵÏÖÈ«Ììºò¿ª·¢ÁË¡£¡£¡£¡£¡£

Àî·É·É¡¡02:12:27

ÏÖÔÚÎÒÃÇÀ´Ì¸Ì¸ÖÇÄÜÌå¡£¡£¡£¡£¡£ËùÓÐÕâЩÆð¾¢£¬£¬£¬
£¬£¬£¬°üÀ¨ÑµÁ·ºÍÍÆÀí£¬£¬£¬
£¬£¬£¬×îÖÕ¶¼ÊÇΪÁËʵÏÖÓªÒµÊÂÇéÁ÷³Ì£¬£¬£¬
£¬£¬£¬ÐγÉÓªÒµ·ÉÂÖ¡£¡£¡£¡£¡£Ëµ¾¿¾¹£¬£¬£¬
£¬£¬£¬×ܵÃÓÐÈËÂòµ¥¡£¡£¡£¡£¡£ÒÔÊÇ£¬£¬£¬
£¬£¬£¬ÎÒÒÔΪҪº¦ÔÚÓÚ½«ÖÇÄÜÌåÈÚÈëÆóÒµÊÂÇéÁ÷³Ì¡£¡£¡£¡£¡£ÄÇô£¬£¬£¬
£¬£¬£¬Äú¶ÔÖÇÄÜÌåÓÐʲô¿´·¨£¿
£¿ÌØÊâÊÇÀ´×Ô±±ÃÀÊг¡µÄ×îÐÂÊÓ²ìºÍ¿´·¨£¿
£¿

Mark¡¡02:13:01

ÎÒÒÔΪÒѾ­±¬·¢ÁËÕæÕýµÄת±ä¡£¡£¡£¡£¡£½ñÄêÖÇÄÜÌåÉú³¤Ñ¸ÃÍ£¬£¬£¬
£¬£¬£¬ÕæÕýÖ÷µ¼ÁË token µÄÌìÉú¡£¡£¡£¡£¡£Ö®Ç°£¬£¬£¬
£¬£¬£¬ÄãÃǵÄһλÑݽ²Õß̸µ½ÁË"token Éú²úÁ¦"£¬£¬£¬
£¬£¬£¬ÎÒÒÔΪÕâ¸ö˵·¨ºÜºÃ¡£¡£¡£¡£¡£ÓÉÓÚ²¢·ÇËùÓÐ token ¶¼Ò»Ñù¡£¡£¡£¡£¡£ÈËÃÇÕýÔÚÒâʶµ½µÄÒ»¸öת±äÊÇ£ºÄ£×Ó×Ô¼º²»ÔÙÊÇΨһµÄ½¹µã¡£¡£¡£¡£¡£Ä£×ÓËäÈ»ºÜÊÇÖ÷Òª£¬£¬£¬
£¬£¬£¬ËüÊÇÖÇÄÜÌåµÄ´óÄÔ¡£¡£¡£¡£¡£

Mark¡¡02:13:38

µ«ÏÖÔÚÄ㻹ÐèҪ˼Á¿ÖÇÄÜÌå¿ò¼Ü£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÄãµÄÊý¾ÝÔÚÄÇÀï¡£¡£¡£¡£¡£ÎÒÒÔΪ£¬£¬£¬
£¬£¬£¬ÔÚÃÀ¹úºÍÌìϸ÷µØ£¬£¬£¬
£¬£¬£¬Ò»¸öÈÕÒæÔöÌíµÄÇ÷ÊÆÊÇ£ºÆóÒµ»òÐíÓ¦¸ÃÓµÓжà¸öÄ£×Ó£¬£¬£¬
£¬£¬£¬»òÕßѵÁ·×Ô¼ºµÄרÓÃÄ£×Ó£¬£¬£¬
£¬£¬£¬»òÕß¾ÙÐÐÇ¿»¯Ñ§Ï°£¬£¬£¬
£¬£¬£¬½«»ùÓÚ¿ª·ÅȨÖصÄÄ£×Ó¶¨ÖƳɸüС¡¢¸ü´ó¡¢»ò¸üרҵµÄ°æ±¾£¬£¬£¬
£¬£¬£¬ÒÔÖª×ãÌض¨ÓªÒµµÄÐèÇ󡣡£¡£¡£¡£ÕâÖÖÇ÷ÊƵÄÐËÆðÔ­ÒòÓÐÐí¶à£¬£¬£¬
£¬£¬£¬±¾Ç®ÊÇÆäÖÐÖ®Ò»£¬£¬£¬
£¬£¬£¬µ«¸üÖ÷ÒªµÄÊÇ£¬£¬£¬
£¬£¬£¬Ê¹ÓÃһϵÁвî±ðµÄÄ£×ÓÓÐʱȷʵ¿ÉÒÔ»ñµÃ¸üºÃµÄÖÊÁ¿¡£¡£¡£¡£¡£

ÄÇô£¬£¬£¬
£¬£¬£¬ÄãÔõÑùЭµ÷ËùÓÐÕâЩÄØ£¿
£¿Õâ¾ÍÊÇÖÇÄÜÌå¿ò¼ÜµÄ×÷ÓÃËùÔÚ¡£¡£¡£¡£¡£ÔÚÖÇÄÜÌåÁìÓò£¬£¬£¬
£¬£¬£¬ÓÐʱÄã¿ÉÄÜÓµÓжà¸öÄ£×Ó£¬£¬£¬
£¬£¬£¬µ«×÷ΪÆóÒµ£¬£¬£¬
£¬£¬£¬ÄãÐèÒª¿ØÖÆÏò²î±ðÄ£×Ó̻¶µÄÄÚÈÝ£¬£¬£¬
£¬£¬£¬ÓÈÆäÊÇÔÚ»ìÏýʹÓÿª·ÅÄ£×ÓºÍרÓзþÎñµÄÇéÐÎÏ¡£¡£¡£¡£¡£ÎÒÒÔΪÆóÒµ×îÏÈÔ½·¢ÉóÉ÷£¬£¬£¬
£¬£¬£¬²»µ«¹Ø×¢±¾Ç®£¬£¬£¬
£¬£¬£¬»¹¹Øעģ×ÓµÄÓÃ;¡£¡£¡£¡£¡£ºÃ±È£¬£¬£¬
£¬£¬£¬ËûÃÇÓªÒµÖÐÉ漰רÓÐÊÖÒÕ»ò֪ʶ²úȨµÄ²¿·Ö£¬£¬£¬
£¬£¬£¬¿ÉÄܲ»Ï£ÍûÉÏ´«µ½µÚÈý·½ API£¬£¬£¬
£¬£¬£¬Òò´Ë»áÖƶ©¸üÏ꾡¡¢¸üÖØ´óµÄÕ½ÂÔ¡ª¡ªÊ¹ÓöàÖÖÄ£×Ó£¬£¬£¬
£¬£¬£¬²¢½ÓÄÉÀàËÆ"»ìÏýµ÷Àí"µÄÒªÁì¡£¡£¡£¡£¡£

ÎÒÒÔΪҪº¦µãÔÚÓÚ£ºÄã²»µ«ÐèÒªµ÷ÀíÖÇÄÜÌå×Ô¼º£¬£¬£¬
£¬£¬£¬»¹ÐèÒªÈÃÖÇÄÜÌåÓëËùʹÓõÄÄ£×Ó½âñî¡£¡£¡£¡£¡£Ò²¾ÍÊÇ˵£¬£¬£¬
£¬£¬£¬ÖÇÄÜÌåÐèÒª×ö³ö"ÖÇÄܾöÒé"£¬£¬£¬
£¬£¬£¬½«Ìض¨Ê¹Ãü·ÖÅä¸ø²î±ðµÄÄ£×Ó¡ª¡ªÄã·×Æ綨Ϊÿ¸ö API ŲÓö¼Ê¹ÓÃ×îÇ¿µÄÄ£×Ó£¬£¬£¬
£¬£¬£¬¶øÊÇΪ¸ø¶¨µÄʹÃüÑ¡Ôñ×îºÏÊʵÄÄ£×Ó¡£¡£¡£¡£¡£ÕâÕýÈÕÒæ³ÉΪһ¸öºÜÊÇÖ÷ÒªµÄÇ÷ÊÆ¡£¡£¡£¡£¡£

Àî·É·É¡¡02:15:10

Êǵģ¬£¬£¬
£¬£¬£¬ÕýÈçÄúËùÊӲ쵽µÄ¡£¡£¡£¡£¡£ÎÒÃÇÊʲÅÔÚºǫ́ҲÁĵ½ÁËÕâÒ»µã¡£¡£¡£¡£¡£ÎÒʵÑé¹ýһЩ²î±ðµÄ¿ªÔ´ÏµÍ³£¬£¬£¬
£¬£¬£¬ºÃ±È OpenClaw¡£¡£¡£¡£¡£

Mark¡¡02:15:56

ËüºÜÊÇÊ¢ÐС£¡£¡£¡£¡£×î½üÎÒÒ²×îÏÈʹÓà Hermes Agent£¬£¬£¬
£¬£¬£¬Ö»ÊÇÏëʵÑéһϡª¡ª½¨ÉèһЩ¸öÐÔ»¯µÄÉÏÏÂÎÄÐÅÏ¢£¬£¬£¬
£¬£¬£¬ÕâЩÐÅÏ¢¿ÉÒÔ´æ´¢ÔÚÍâµØ»ò˽ÓÐϵͳÖУ¬£¬£¬
£¬£¬£¬ÕâºÜÊÇÖ÷Òª¡£¡£¡£¡£¡£ÎÒÒÔΪ×îÖÕÎÒÃÇ»á×ßÏòÕâÑùÒ»¸öÌìÏ£ºÖÇÄÜÌåµÄʹÓÃÏÖʵÉÏÓÐÖúÓÚË¢ÐÂÕû¸öϵͳ£¬£¬£¬
£¬£¬£¬ÎÞÂÛÊÇÖ±½Ó·´À¡µ½Ä£×ÓѵÁ·ÖУ¬£¬£¬
£¬£¬£¬Õվɽ¨Éè¸ü¶àÉÏÏÂÎÄÐÅÏ¢·´À¡µ½¸öÈËÖúÀíÖС£¡£¡£¡£¡£ÕâÓеãÏñ Hermes Agent ±³ºóµÄÀíÄ¡ªÄãµÄÖúÆÊÎöƾ֤ÄãʹÓÃËüµÄ·½Ê½Ò»Ö±Ñ§Ï°£¬£¬£¬
£¬£¬£¬±äµÃÔ½À´Ô½ÖÇÄÜ¡£¡£¡£¡£¡£Ëæ×ÅÎÒÃÇΧÈÆÄ£×Ó×Ô¼º¹¹½¨»ù´¡ÉèÊ©£¬£¬£¬
£¬£¬£¬Ñ§Ï°Àú³Ì»á·ºÆð³ö²î±ðµÄÌõÀí¡£¡£¡£¡£¡£AI ϵͳ²»µ«½öÊÇÒ»¸öÄ£×Ó£¬£¬£¬
£¬£¬£¬ÎÒÒÔΪÈËÃÇÏÖÔÚÕýÔÚÒâʶµ½ÕâÒ»µã¡£¡£¡£¡£¡£

Àî·É·É¡¡02:16:51

ºÃµÄ£¬£¬£¬
£¬£¬£¬ÄÇôÎÒµÄÏÂÒ»¸öÎÊÌâÊÇ£º´ÓÎÒÃÇÏÖÔÚËù´¦µÄλÖ㬣¬£¬
£¬£¬£¬µ½"ÖÇÄÜÌåÎÞ´¦²»ÔÚ"µÄδÀ´¡ª¡ª¼ÙÉèÎÒÃÇÕ¹ÍûÁ½ÈýÄêºó£¬£¬£¬
£¬£¬£¬ÆóÒµÊÂÇéÁ÷³ÌÖд󲿷ÖÊÂÇ鶼½«ÓÉÖÇÄÜÌåÍê³É¡ª¡ªÎÒÃÇÓëÄ¿µÄÖ®¼äµÄ²î±ðÊÇʲô£¿
£¿ÎÒÃÇÐèÒª×öЩʲô²Å»ª´ÓÏÖÔÚ¹ý¶Éµ½Ë­ÈËÄ¿µÄ£¿
£¿Äú¶Ô´ËÓкο´·¨£¿
£¿

Mark¡¡02:17:17

ÒÔÎÒÃÇÏÖÔÚµÄÉú³¤ËÙÂÊ£¬£¬£¬
£¬£¬£¬ÈýÄêºóµÄδÀ´¸ÐÊܾÍÏñÒ»°ÙÄêÄÇôÂþ³¤£¬£¬£¬
£¬£¬£¬ÓÉÓÚÖÖÖÖÒòËض¼ÔÚµþ¼Ó¡¢¼ÓËÙÉú³¤¡£¡£¡£¡£¡£µ«ÎÒÒÔΪ£¬£¬£¬
£¬£¬£¬Ðí¶àÊÂÇ鶼½«Î§ÈÆ×ÅÒ»¸ö½¹µãÕö¿ª¡ª¡ªÎ¢ÈíµÄ Satya ×î½üҲ̸µ½ÁËÕâÒ»µã¡ª¡ªÄǾÍÊǹ«Ë¾»òÆóÒµµÄδÀ´ÊÂʵÊÇʲô£¿
£¿ÕâÏÖʵÉÏÊÇÔÚ˼Ë÷֪ʶÐÍÊÂÇéµÄʵÖÊ£º¹«Ë¾µÄ½¹µã¼ÛÖµ¡¢Ä¿µÄ»ò¹¦Ð§ÊÇʲô£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÆäÖÐÄÄЩ²¿·Ö¿ÉÒÔ±»ÖÇÄÜÌåÌæ»»¡£¡£¡£¡£¡£

ÎÒÃDZØÐè˼Ë÷µÄÊÇ£ºÏÖʵЧ¹ûÔÚÄÇÀ
£¿¹«Ë¾ÐèҪ˼Á¿Äܹ»½»¸¶Ê²Ã´Ð§¹û£¬£¬£¬
£¬£¬£¬ÓÉÓÚ¿Í»§×îÖÕΪЧ¹û¸¶·Ñ¡£¡£¡£¡£¡£ÄãÃÇ֮ǰԼÇëµÄÄÇλÀ´×Ô¿¨³µÔËÊäÐÐÒµµÄÑݽ²¼Î±öºÜÊǾ«²Ê£¬£¬£¬
£¬£¬£¬Ëû×ÅÖØÇ¿µ÷Á˸³Äܲî±ðÀàÐ͵Ä˾»ú¡¢Ç¿µ÷Ч¹ûµ¼Ïò£¬£¬£¬
£¬£¬£¬²¢ÊÔͼ½¨ÉèÒ»¸ö»ùÓÚÏÖʵҵ¼¨µÄÊг¡¡£¡£¡£¡£¡£Ò»µ©ÓÐÈ˽ÓÊÜÁËÕâÖÖģʽ£¬£¬£¬
£¬£¬£¬½ÓÄÉÂʺܿì¾ÍÄִܵï 70% ×óÓÒ¡£¡£¡£¡£¡£

ÒÔÊÇÎÒÒÔΪÕâ»òÐíԤʾ×ÅÎÒÃÇδÀ´ÔÚÖÇÄÜÌå·½ÃæµÄÉú³¤Æ«Ïò£º½«Ð§¹ûÖÃÓÚÒ»ÇÐÖ®ÉÏ¡ª¡ªÕâÕýÊÇ¿Í»§Ò»Ö±ÒÔÀ´ËùÆÚÍûµÄ£¬£¬£¬
£¬£¬£¬¶øÏÖÔÚÎÒÃÇÖÕÓÚʵÏÖÁËÕâÒ»µã¡£¡£¡£¡£¡£Ä³ÖÖˮƽÉÏ˵£¬£¬£¬
£¬£¬£¬ÕâÐèÒªÕÒµ½Ò»ÖÖÒªÁ죬£¬£¬
£¬£¬£¬Í¨¹ý²î±ðµÄÆÀ¹À¿ò¼Ü£¬£¬£¬
£¬£¬£¬Èø÷¹«Ë¾½¨ÉèÒ»Ì×ϵͳÀ´ÅжÏÄĸöÄ£×Ó×îÓÐÀûÓÚʵÏÖÔ¤ÆÚЧ¹û¡£¡£¡£¡£¡£ÎÒÒÔΪÕâ»áÍÆÏÂÊÖÒÕµÄÉú³¤¡£¡£¡£¡£¡£

Àî·É·É¡¡02:19:19

´ÓÊг¡½Ç¶ÈÀ´¿´£¬£¬£¬
£¬£¬£¬ÎÒÈÏͬÄúµÄ¿´·¨¡£¡£¡£¡£¡£×ݹÛÕû¸ö SaaS ÐÐÒµ£¬£¬£¬
£¬£¬£¬ÆóÒµ¹ºÖÃÈí¼þ·þÎñÊÇ°´Ð§¹û¸¶·Ñ¶©ÔÄ£¬£¬£¬
£¬£¬£¬¶ø²»ÊÇ°´×ÊÔ´ÏûºÄÁ¿¡ª¡ªCPU ÖÜÆÚ»òÄÚ´æʹÓÃÁ¿¡ª¡ªÀ´¶¨¼ÛµÄ¡£¡£¡£¡£¡£ÀýÈ磬£¬£¬
£¬£¬£¬Ê¹Óà SAP ½â¾öÁËʲôÏêϸÎÊÌ⣬£¬£¬
£¬£¬£¬¿Í»§Ô¸ÒâΪ´ËÖ§¸¶¼¸¶à£¬£¬£¬
£¬£¬£¬ÊÇ»ùÓÚÓªÒµ¼ÛÖµÀ´¶¨¼ÛµÄ¡£¡£¡£¡£¡£

ÒÔÊÇÎÒÕ¹Íû£¬£¬£¬
£¬£¬£¬ÎÒÃǺܿì¾Í»á´ÓÏÖÔÚǨáãµ½ÖÇÄÜÌå·þÎñµÄģʽ¡ª¡ªÕâЩÖÇÄÜÌåÖ¼ÔÚ½â¾öÌض¨Ê¹ÃüºÍÌض¨ÎÊÌ⣬£¬£¬
£¬£¬£¬¶ø¿Í»§Îª×îÖÕЧ¹û¸¶·Ñ¡£¡£¡£¡£¡£ËäÈ»£¬£¬£¬
£¬£¬£¬ÆäÖÐÒ»¸öºÜÊÇÖ÷ÒªµÄÖ§ÖùÊÇ£¬£¬£¬
£¬£¬£¬»ù´¡ÉèÊ©ÖеÄÍÆÀíÒÔ¼°Õû¸öÄ£×Ó¼ÓÍÆÀíµÄʵÏÖ·½Ê½£¬£¬£¬
£¬£¬£¬Ó¦¸ÃÄܹ»Îª¿Í»§ºÍÖÇÄÜÌå´øÀ´¹æÄ£¾­¼ÃЧÒ棬£¬£¬
£¬£¬£¬Ò»Á¬½µµÍÿ°ÙÍò token µÄ±¾Ç®¡£¡£¡£¡£¡£µ«¹é¸ù½áµ×£¬£¬£¬
£¬£¬£¬ÄãÐèÒªÕâЩÖÇÄÜÌ彫Êý°ÙÍò¸ö token ÕæÕýת»¯ÎªÓªÒµ¼ÛÖµ¡£¡£¡£¡£¡£

Mark¡¡02:20:39

½«ÖÇÄܵ¥Î»×ª»¯Îª¶ÔӪҵЧ¹ûÖÁ¹ØÖ÷ÒªµÄÐж¯£¬£¬£¬
£¬£¬£¬ÎÒÒÔΪÕâ²ÅÊÇ׼ȷµÄÆ«Ïò¡£¡£¡£¡£¡£ÕâÑù×ö¶Ô¿ªÔ´ºÍÎÒÃÇËù×öµÄÒ»ÇÐÊÂÇéÒêζ×Åʲô£¿
£¿ÄǾÍÊÇÓÅ»¯´øÀ´µÄ»Ø±¨ÊÇÖØ´óµÄ¡£¡£¡£¡£¡£ÓÉÓÚ¿Í»§»á˵£ºÎÒ²»ÔÚºõ±¾Ç®£¬£¬£¬
£¬£¬£¬ÎÒ²»ÔÚºõÐèÒª¼¸¶à GPU£¬£¬£¬
£¬£¬£¬ÎÒÖ»ÏëΪЧ¹û¸¶·Ñ¡£¡£¡£¡£¡£µ«×ܵÃÓÐÈËΪËùÓÐÕâЩ GPU ºÍÊý¾ÝÖÐÐÄÂòµ¥¡£¡£¡£¡£¡£

Mark¡¡02:21:09

×î½üÓÐÒ»¸öºÜºÃµÄÀý×Ó£¬£¬£¬
£¬£¬£¬ÊǹØÓÚ DeepSeek ÍÆÀíµÄÈí¼þÓÅ»¯ÊÂÇ飺Áù¸öÔÂÄÚ£¬£¬£¬
£¬£¬£¬token ±¾Ç®½µµÍÁË 60%¡£¡£¡£¡£¡£Æ¾Ö¤Ò»ÏîÒѽÒÏþµÄ°¸ÀýÑо¿£¬£¬£¬
£¬£¬£¬ÔÚÍêÈ«ÏàͬµÄÓ²¼þÉÏʵÏÖÁ˽üÈý±¶µÄÍÌÍÂÁ¿¡ª¡ªÓ²¼þûÓиı䣬£¬£¬
£¬£¬£¬µ«ÍÌÍÂÁ¿È´Ìá¸ßÁËÈý±¶£¬£¬£¬
£¬£¬£¬ÍêÈ«¹é¹¦ÓÚÈí¼þÓÅ»¯¡£¡£¡£¡£¡£ÕâÒâζ×ÅÎÒÃÇËù×öµÄÊÂÇé¾ßÓкܸߵľ­¼Ã¼ÛÖµ£¬£¬£¬
£¬£¬£¬ÓÉÓÚÈôÊÇÎÒÃÇÄܹ»Í¨¹ýÅäºÏÆð¾¢Ìá¸ßÍÆÀíЧÂÊ¡¢ÊµÏÖÔÆÔÆÖØ´óµÄ·ÉÔ¾£¬£¬£¬
£¬£¬£¬×îÖÕ¿Í»§½«»áÊÜÒæ·Ëdz¡£¡£¡£¡£¡£

Àî·É·É¡¡02:21:54

¾­¼Ã·ÉÂÖ»áÒÔ´ËΪ¶¯Á¦¼ÌÐøÔËת£¬£¬£¬
£¬£¬£¬ÎÒÃÇ»áÒ»Ö±¼Ó´óͶ×Ê£¬£¬£¬
£¬£¬£¬²¢Ò»Á¬ÓÅ»¯»ù´¡ÉèÊ©¸÷²ãÃæµÄÊÖÒÕÕ»¡£¡£¡£¡£¡£

Àî·É·É¡¡02:22:06

ºÃµÄ¡£¡£¡£¡£¡£ÎªÁ˽ÚԼʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÏëÎÊ×îºóÒ»¸öÎÊÌ⣺Äú¶Ô PyTorch »ù½ð»áÏÖÔÚÕýÔÚ¾ÙÐеĻÓÐʲôÏÈÈÝ£¿
£¿ÔÚÖÇÄÜÌåÁìÓò£¬£¬£¬
£¬£¬£¬ÓÐÄÄЩºÜÊÇÊܽӴý»ò¼´½«¾ÙÐеĿªÔ´ÏîÄ¿»ò»î¶¯ÖµµÃÎÒÃǹØ×¢£¿
£¿

Mark¡¡02:22:30

´Ó»ù½ð»áµÄ½Ç¶ÈÀ´¿´£¬£¬£¬
£¬£¬£¬PyTorch »ù½ð»áȷʵԽÀ´Ô½¹Ø×¢ÎÒÃÇÔõÑùѵÁ·Ä£×Ó¡¢ÔõÑùʹÓù¤¾ß£¬£¬£¬
£¬£¬£¬ÒÔ¼°ÖÇÄÜÌåÕýÔÚÍ»ÆƵļ«ÏÞ¡£¡£¡£¡£¡£

Mark¡¡02:22:51

±ðµÄ£¬£¬£¬
£¬£¬£¬ÎÒÃÇ×î½ü»¹½¨ÉèÁË Agentic AI »ù½ð»á£¬£¬£¬
£¬£¬£¬¾ÍÔÚ¼¸¸öÔÂÇ°¡£¡£¡£¡£¡£½ÓÏÂÀ´ÎÒÃÇÓÐÐí¶à»î¶¯£º¾ÅÔ³õ£¬£¬£¬
£¬£¬£¬ÎÒÃǽ«ÔÚÉϺ£¾ÙÐÐ PyTorch Con£¬£¬£¬
£¬£¬£¬Ö®ºó»¹»á¾ÙÐÐÒ»³¡ Agent Con£»£»£»Ê®Ô·ݣ¬£¬£¬
£¬£¬£¬ÎÒÃÇ»¹½«ÔÚ¼ÓÖÝÊ¥ºÎÈû¾ÙÐÐÁíÒ»³¡»î¶¯£¬£¬£¬
£¬£¬£¬ÕâÊÇ PyTorch µÄÄê¶È´óÐÍ·å»á£¬£¬£¬
£¬£¬£¬½ô½Ó×ÅÒ²»á¾ÙÐÐÒ»³¡ Agent Con¡£¡£¡£¡£¡£

Mark¡¡02:23:23

ºÜÏÔ×Å£¬£¬£¬
£¬£¬£¬MCP ÊÇÒªº¦µÄÍƶ¯ÒòËØ£¬£¬£¬
£¬£¬£¬ËüÔÚÒÑÍùÒ»Äê×óÓÒµÄʱ¼äÀïѸËÙÉú³¤£¬£¬£¬
£¬£¬£¬´ÓÁãµ½°Ù£¬£¬£¬
£¬£¬£¬¼«´óµØÒý·¢ÁËÈËÃÇ¶Ô Agentic AI ÊÖÒÕÕ»µÄÐËȤ£¬£¬£¬
£¬£¬£¬ÓÈÆäÊÇÔÚЭÒé²ãÃæ¡£¡£¡£¡£¡£

Mark¡¡02:23:42

ÎÒÃÇ»ù½ð»áÕýÔÚÆð¾¢Í¨¹ýÖÖÖֻ½«¸÷ÈËȺ¼¯ÔÚÒ»Æ𡣡£¡£¡£¡£ÎÒºÜÊÇÆÚ´ý¾ÅÔ·ÝÄÜÔÙ´ÎÀ´µ½ÉϺ£¼ÓÈ뿭ʱAG´óÐͻ£¬£¬£¬
£¬£¬£¬Ï£ÍûÔÚ×ùµÄÁÐλ¶¼ÄܼÓÈëÆäÖС£¡£¡£¡£¡£

Àî·É·É¡¡02:24:07

ºÜÊÇлл Mark ·ÖÏíÕâЩÐÅÏ¢¡£¡£¡£¡£¡£´Ó°¢ÀïÔƵĽǶÈÀ´¿´£¬£¬£¬
£¬£¬£¬ÎÒÃÇÒ»¶¨»áÈÏÕæÑо¿ÄúÌáµ½µÄ Agentic AI »ù½ð»á£¬£¬£¬
£¬£¬£¬²¢ºÜÊÇÔ¸ÒâÓëÄãÃÇÔÚÕâ¸ö»ù½ð»áÉÏÕö¿ªÏàÖú¡£¡£¡£¡£¡£½ñÌì¼ÓÈë»òÔÚÏß¼ÓÈë¾Û»áµÄÅóÙ­ÃÇ£¬£¬£¬
£¬£¬£¬Çë¼Ç×Å Mark ÊʲŷÖÏíµÄÐÅÏ¢¡£¡£¡£¡£¡£

Àî·É·É¡¡02:24:22

¾ÅÔ·ÝÔÚÉϺ££¬£¬£¬
£¬£¬£¬PyTorch Con ºÍ Agent Con ½«»áͬÆÚ¾ÙÐС£¡£¡£¡£¡£ÎÒÃǾÅÔ³õ½«»Øµ½ÉϺ££¬£¬£¬
£¬£¬£¬¾´ÇëÆÚ´ý¡£¡£¡£¡£¡£ºÜÊÇлл Mark ³é³öʱ¼ä£¬£¬£¬
£¬£¬£¬ÎÒÏàÐÅÏÖ³¡ºÍÏßÉϵĹÛÖÚ¶¼ÄÜ´ÓÕâ´Î¶Ô»°ÖÐѧµ½Ðí¶à¡£¡£¡£¡£¡£ÆÚ´ý PyTorch »ù½ð»á¡¢Agentic AI »ù½ð»áÓë°¢ÀïÔÆÖ®¼ä½¨ÉèÆðºÜÊÇÀο¿µÄÏàÖú¹Øϵ¡£¡£¡£¡£¡£ºÜÊÇлл£¡Ö÷³ÖÈË 02:24:57ллÀî·É·É²©Ê¿£¬£¬£¬
£¬£¬£¬Ð»Ð» Mark Collier ÏÈÉú£¬£¬£¬
£¬£¬£¬Ð»Ð»Ã¿Ò»Î»¼Î±öµÄ·ÖÏí£¬£¬£¬
£¬£¬£¬Ð»Ð»ÔÚ×ùÁÐλµÄñöÌý£¡ Agentic Cloud ÖÇÄÜÌåʱ´úµÄ»ù´¡ÉèÊ©ÂÛ̳µ½´ËÔ²Âú¿¢Ê£¡°¢ÀïÔÆÔÚ±¾½ìÌìÏÂÈ˹¤ÖÇÄÜ´ó»áÉÏ»¹½«Óиü¶à¾«²ÊÄÚÈÝ£¬£¬£¬
£¬£¬£¬½Ó´ý¹Ø×¢£¡ÎÒÃÇÔÚÉϺ£ÊÀ²©Õ¹ÀÀ¹Ý H1 ¹Ý C101 չλ´òÔìÁËÌÕ×íʽÌåÑéÇø£¬£¬£¬
£¬£¬£¬½Ó´ýÁÐλÂÃÐУ¡ÔÙ¼û£¡

ÃÏ˧ÌåÏÖ£¬£¬£¬
£¬£¬£¬ÕâÊÇËûµÚÒ»´ÎÀ´É½Î÷£¬£¬£¬
£¬£¬£¬½è׿ÓÈëÂíÀ­ËɵÄʱ»úÔÚ¸ßƽ×ß×ß×ß×ߣ¬£¬£¬
£¬£¬£¬Æ·³¢ÍâµØÌØÉ«ÃÀʳ£¬£¬£¬
£¬£¬£¬¸ÐÊÜÈËÎÄ·çÇéºÍ¶¼»á·çò¡£¡£¡£¡£¡£¡°¸ßƽÕâ×ù¶¼»áÇéÐÎÓÅÃÀ¡¢Çå½àƯÁÁ£¬£¬£¬
£¬£¬£¬¶¼»á»ù´¡ÉèÊ©Ê®·ÖÍêÉÆ£¬£¬£¬
£¬£¬£¬Õ⼸ÌìæÒÏ·ÏÂÀ´ÌåÑé¸ÐÌØÊâºÃ£¬£¬£¬
£¬£¬£¬ÏÖÔÚ½ÇÖðÒ²¿¢ÊÂÁË£¬£¬£¬
£¬£¬£¬¿ÉÒÔÔٺúÃÉî¶ÈÃ÷ȷϸßƽµÄÃÀ¾°ÓëÃØÎÅ¡£¡£¡£¡£¡£¡±(Íê)

¿­Ê±AG

47ËêÂíÄþÌåÖ¬ÂÊ11²»³ÔºìÈâ