
âãã®ãšãã誰ãã«çžè«ã§ããŠãããâããäœ¿ãæ £ããLINEã§è§£æ±ºãASDã»ADHDåœäºè ãèªåã客芳èŠã§ããããŒã«ãäœã£ãŠã¿ãã
Google AI Challenge ã«å¿åããŸããïŒïŒGoogle Japan 25åšå¹Žããã§ãšãããããŸãïŒïŒ
äœã£ããã£ãã
ãã®LINE BOTã¯ãASDãšADHDã®åœäºè ã§ããç§èªèº«ãçµéšããŠãããèŠãããåŸæãã·ã§ãã¯ã䌎ãçãã¥ãããšããåå®ãªæ©ã¿ããçãŸããŸããããã®ãããããå€ãã®äººã«åœ¹ã«ç«ã€ãšãããããããã®æã®èªåãå©ãããã»æããããšããæ³ãã§éçºããŠããŸãããã®LINE BOTãããªãã®ã圹ã«ç«ãŠããšå¹žãã§ãã
QRã³ãŒã

LINE BOTã®URLã¯ãã¡ããã
ãŸã ææäŒå¡ã®ç»é²ãã¯ã¬ãžããã«ãŒã決æžã«ã€ããŠã¯ç®äžéçºäžã§ç»é²ããããšã¯ã§ããŸããã


äœãåºæ¥ããïŒ

ã¡ã€ã³ã¡ãã¥ãŒ
ææ ã®èšé²
å¯èŠåã»ãã¿ãŒã³
ã¢ã³ã¬ãŒãããžã¡ã³ã
DESCæ³ã§ã®èšããã
æè¬ç®¡ç
äœèª¿ç®¡ç
ãµãã¡ãã¥ãŒ
SSTåç»ïŒâ»éçºäžïŒ
å¶åºŠã»å ¬ççªå£
ã³ãŒãã³ã°
ãåºããïŒâ»éçºäžïŒ
ãã€ã³ããã«ãã¹ïŒâ»éçºäžïŒ
ãã®ä»é ç®ïŒâ»éçºäžïŒ
ææ ã®èšé²

18çš®é¡ã®äžããææ ãèšé²ããŸããæãã®ã¿ã¹ããããå¢ããæãã®åŒ·åºŠãéèŠåºŠã远å ã§èãããã«ããŠããŸããã¢ã³ã¬ãŒãããžã¡ã³ãã§ãèµ·æ¥å¡Ÿã§ãããªãããèªåãæããæžããšããè¡çºãèªåãçããããã®ã§ãããããæ©èœãå®è£ ããããšèããŠããŸãã

ææãã©ã³ã®ãŠãŒã¶ãŒã®ã¿éå»ã®é¡äŒŒæçš¿ãæ¢ãåºããããã«ãªã£ãŠããŸããå°éçã«ã¯ãEmbeddingãšããã®ã§ããã衚é¢çãªåèªãéã£ãŠããæå³ã䌌ãŠããæç« ãæ¢ãããã®æè¡ã䜿ã£ãŠãéå»ã®ãŠãŒã¶ãŒã®æçš¿ãšæã䌌ãŠããæçš¿ãæ¢ããŠãéå»ã«ãããããããšããããŸãããããšAIãã¢ããã€ã¹ãããŠãããããã«ãªã£ãŠããŸãã
1é±éåäœã§ã®ææ ãã°ã®åæ

äžèšã®éããæãã®ä»ã®ææ ãšç°ãªãæåãããŸããæãã®æåããã¹ãããŠãããããæãã®æ°ãå€ããªã£ãŠããŸãã

1é±éã®æ¯ãè¿ããšåŸåãGeminiãåæããŠãããŸãã
ã¢ã³ã¬ãŒãããžã¡ã³ãã§å€§åãªèãæ¹ã®åŸ©ç¿

è¡åæ§ãé«ããšããããšã¯6ç§ãææ ¢ããããšèªäœãé£ãããã§ãããâŠ..ã鿬 æ§ççºæ§éå®³ã®æ¹ãè¡åæ§ãé«ãADHDã®æ¹ãšäŒŒãŠããçç¶ãããã¿ããã§ãã
DESCæ³ã§ã®èšããã

èªåãã¹ãã¬ãŒããªè¡šçŸã人ãå·ã€ããã¢ã°ã¬ãã·ããªè¡šçŸã«ãªããã¡ãªäºããäœæããŸãããDESKæ³ã§ã®èšãããã«ãè£åŽã§Geminiã䜿ãããŠããŸãã
æè¬ç®¡ç

çŸç¶ã¯ããã€è¬ã飲ãã ãã©ãããã¿ããããŠãã¿ããããæéãèšé²ãããŸããè¬ã®ååãç»é²ãããããããšã¯åºæ¥ãŸãããïŒåºæ¥ããããããªâŠ.ãšã¯æã£ãŠããŸããïŒãªãã€ã³ãæ©èœã¯ææãã©ã³é宿©èœã«ãããããªãšèããŠããŸãã
äœèª¿ç®¡ç

質åé
ç®ã¯ãããã4é
ç®ã®ã¿ã§ãã
ç§ã¯å»è
ã§ã¯ãªãã粟ç¥å»åŠãå°éã«åŠãã§ããŸããããé©å¿é害ãæãã€ç¶æ
ã«ãªã£ãŠãããšãã¯ã倧äœäžç ã飿¬²äžæ¯ã«é¥ã£ãŠããããšãå€ãããã®ã¢ãã¿ãªã³ã°ãããããšã§èªåãäžèª¿ãªç¶æ
ã«ããããšãããçšåºŠææ¡ããããšãã§ããŸãã
ããã®èšé²ã¯åè¿°ããä»é±ã®èšé²ãšå¯æ¥ã«é¢ãã£ãŠããŠãææ ã®èšé²ãšäœèª¿ã®èšé²ã®åæ¹ããèªåã®ç¶æ ãææ¡ããæå©ãã«ãªããŸãã
å°é·æ€ç¥ã¬ãŒããŒ

è·å Žã®ãæé»ã®äºè§£ãããå¯ããæåãã«æ©ãASDåœäºè
åãã«ãã€ãŸãããããNGçç±ãããžã«ã«ã«èšèªåããæ©èœã§ããæ°è±¡åºã®è±ªéšèŠæã¢ã©ãŒãã®ããã«ããªã¹ã¯åºŠåãã«å¿ããŠé»è²ã»èµ€ã»çŽ«ãžãšã°ã©ããŒã·ã§ã³ã§å¯èŠåãããªããã¡ãªã®ããã客芳çã«ææ¡ããå°é·ãèžãåã«åé¿ã§ããŸãã
ããããå°é·ãäœåãèžã¿ãŸãã£ãŠããŠããã®åºŠã«å¥çŽæéæºäºãšãè§£éã«ãªã£ããããçµéšããäœæããŸãããæªéãšå¥çŽããŠå¯¿åœãååãããã«ãªã£ãŠãããããASDãçŽãããã空æ°ãèªããããã«ãªããããšæã£ãŠããŸãâŠ..ã
æå¯ãé§ ããè¿ãå°±åŽç§»è¡ãæ¢ã

éžæããé§ ããã®è·é¢ãèšç®ããåãä»çµã¿ãè£åŽã§åããŠããŸãã
LINEã®çžè«çªå£ãæ¢ã

éœéåºçãšçžè«å 容ãã¯ã€ãã¯ãªãã©ã€ã§ã¿ããããã ãã§LINEã¢ã«ãŠã³ãã«æ¥ç¶ã§ããæ©èœã«ãªããŸãããã®åŠçã«ã¯çžè«å 容ã«è¿ãLINEã¢ã«ãŠã³ããéžã°ããããã«Geminiã®EmbeddingåŠçãåããŠããŸãã
å°åã®æéçžè«æ¯æŽã»ã³ã¿ãŒãã«ãŠã³ã»ãªã³ã°ãæ¢ã

AIã«äœãããå³åžãã€æ¬ æå€ã®å€ãããŒã¿ã䜿ã£ãŠããŸããå®å šãªããŒã¿æ¬²ããã£ãâŠã
åºå¹¹çžè«æ¯æŽã»ã³ã¿ãŒäžèЧïŒä»€å7幎4æ1æ¥æç¹ïŒ
éçºäžã®é ç®
ææäŒå¡ã®ç»é²æ©èœ
ã¯ã¬ãžããã«ãŒã決æžïŒStripeãäœ¿çšæ€èšäžïŒ
LINE Front-end Frameworkã䜿ã£ãããã¢ããª
ç¡æãŠãŒã¶ãŒã¯æ2åãŸã§ã®ããã«åæ°ãã«ãŠã³ãããæ©èœã«ã€ããŠã¯å®è£ æž
SSTåç»
Gemini VEOã䜿ã£ãŠSSTã«é¢ããã·ã§ãŒãã ãŒããŒãäœããããšæã£ãŠããã®ã§ãããAPIãã³ã±ãããšããã£ããã30ç§è¶³ããã®åç»ã§ãã£ãŠããããããèæ¬ãå¿ èŠã§ããŸã å®è£ ã«è³ã£ãŠããŸããã
ãŸããå®å šãªã³ã³ãã³ããã©ãããæ€é²ãããããããã³ã³ãã³ãã»ã¢ãã¬ãŒã·ã§ã³çãªèŠç¹ãã¯ãªã¢ã§ããªããšããåé¡ã«æ°ä»ããŸããã
ãåºããïŒâ»éçºäžïŒ
ããã¯éå®³è æåž³ãªã©ã§ç¡æã§è¡ã£ããæ¥œããã ãããããšãã§ããæœèšãããã¯ã¢ããããããšãæ³å®ããŠããŸãããã±ãã管çãµãŒãã¹ã¿ãããªãã®ã£ãŠæ¢ã«äžã«ãããšæã£ãŠããŠããããå¥ééçºããçç±ã¯èãããªãšæã£ãŠããŸãã
ãŸã æªçæãªé ç®
Webãµã€ãã§ã®æäŸ
çŸæç¹ã§ã¯ãWebãµã€ãã§ã®æäŸãäºå®ããŠããããLINEã®ã¿ã§å®çµã§ããããšãèããŠããŸããåç§°ããã©ã³ãããŽçãããããã¯èããŠãããªããšãããŸããããLINEminiã¢ããªã¯å€§å€èå³ãããã®ã§ãã£ãŠã¿ãããšæã£ãŠããŸãããä»ã¯BOTéçºèªäœãåªå ããŠè¡ãäºå®ã§ãã
ãã©ã€ãã·ãŒããªã·ãŒãå©çšèŠçŽ
ãã©ã€ãã·ãŒããªã·ãŒãå©çšèŠçŽãªã©ããã£ãŠãããã¹ãé ç®ã«ãŸã å šãæãä»ããããŠããŸãããGoogle Cloudã®FirestoreãšãããµãŒãã¹ãå©çšããŠãããããŒã¿ã¯GoogleïŒç¬¬äžè ïŒã«ä¿ç®¡ãããããã«ãªã£ãŠããŸãããŸããå éšã§Gemini APIã䜿çšããŠããŸãã
ããŒã¿åæåºç€ãªã©
ããŒã¿ãæºãŸãã°ãç¬èªã®æ©æ¢°åŠç¿ã¢ãã«ã®éçºãªã©ãèŠéã«å ¥ã£ãŠããããã«ãªããŸããããããã©ãå©çšè ã®äŸ¡å€ã«ç¹ããããèŠããŠããããä»ã¯æ¢åã®LLMã䜿ãã ãã§ããããªãšèããŠããŸããLooker Studioã§å°æ¥çã«åæã§ããç¶æ ãäœããããšèããŠããŸãã
ãã©ã³ãã€ã¡ãŒãž

暪é¡ãšã¹ããŒãããã
è²ã¯ãã¿ã³ã®è²ãšäžç·ãã€åè²
è±èšèã¯ãåžæããæ °ããã§ããéå¢ã®äžã®åžæãã®è±èšèããããŸãã
ç¹çްãªãã¶ã€ã³ã ãšLINEã®ã¢ã€ã³ã³ã ãšæœ°ããŠããŸãæ¬ ç¹ãâŠ.ã

çœãèæ¯ã«æ ããã¢ã€ã³ã³
ãã¬ãã£ãã¹ããŒã¹ãæå¹æŽ»çšãã
ææ ãèšé²ããããšããã¹ããŒãããããäžå¹Žçã£ãœãã€ã¡ãŒãž
åè²ããã°ã©ããŒã·ã§ã³ãå€çšãããã¶ã€ã³ãžå€å

30pxååŸã§ã朰ããªãããšãæ³å®ãèŠèªããããã
å¡ãã€ã¶ããæ³å®ãããã¶ã€ã³ã«å€æŽ
ãã¥ãŒãã»ãã€ããŒã·ãã£ãŒãèæ ®ããé è²
è³ã®ã·ã¯ã®éšåãSSTã®Sã«ãªã£ãŠããŸãã
å³å¯ãªè³ã®ã·ã«ãšããã§ã¯ãªããã¯ã©ãŠãã£ãœãæãã«
ã¡ãã£ãšãããã³ãªãŒã£ãœããããããŸããã