AIã®æ代ãããããç¡éã®å¯èœæ§ã«ç«ã¡åããããžãã¹ããŒãœã³ã«ãšã£ãŠãæè¡ã®éžæã¯æåãžã®éµã§ãããã®ã¬ã€ãã§ã¯ãChatGPTãšVB.NETã®çµã¿åãããããã«ããŠããªãã®ãããžã§ã¯ããå€é©ããããæ¢ããŸããChatGPTã®å é²çãªæ©èœãšVB.NETã®å ç¢æ§ãèåããããšã§ãã¢ããªã±ãŒã·ã§ã³éçºã®æ°ããªå°å¹³ãæããŸããç°¡æœã«ãåã»ã¯ã·ã§ã³ã§æäŸãããç¥èã®ãšãã»ã³ã¹ãšå®è£ ã®èŠç¹ããŸãšããããã«ãããããžãã¹äžã®ã¡ãªããã«çŽçµãããã解説ããŠãããŸããããªãã®ãããžã§ã¯ããäžæ©å ãžãšå°ãããã®ãChatGPTãšVB.NETã®ã€ã³ããªãžã§ã³ããªçµ±åãžã®ç解ãæ·±ããŸãããã
1. ChatGPTãšVB.NETã®çµ±åå ¥é
1.1 AIã®æ代ã«ãããããã°ã©ãã³ã°èšèªã®éžæ
AIæè¡ã¯æ¥éã«é²åããéçºè ãã¡ã¯ããŸããŸãªæ¥çã§AIãçµã¿èŸŒãã ã¢ããªã±ãŒã·ã§ã³ãçã¿åºãããã«ãããå€ãã®æè»æ§ãšæ©èœæ§ãæã£ãããã°ã©ãã³ã°èšèªãæ±ããŠããŸãããã®æèã§ãVB.NETã¯ãã®çŽæçãªæ§æãšåŒ·åãªãã¬ãŒã ã¯ãŒã¯ã«ãããç¹ã«ããžãã¹ã¢ããªã±ãŒã·ã§ã³ãéçºããéã®é©åãªéžæè¢ãšèŠãªãããŠããŸãã
çŸä»£ã®éçºè ã¯ãAIãè¿ éã«ç解ããé©å¿ããããšãèŠæ±ããããããæ¢åã®ã¹ãã«ã»ããã«æ°ããããã°ã©ãã³ã°èšèªãããŒã«ãçµã¿åãããå¿ èŠããããŸããVB.NETã¯ãã®èŠªãã¿ãããç°å¢ãšMicrosoftãæäŸããå å®ããããã¥ã¡ã³ãã®ãããã§ãéçºè ãæ°ããæè¡ãšã®çµ±åã容æã«è¡ãã®ã«åœ¹ç«ã¡ãŸãã
AIæè¡ãç©æ¥µçã«åãå ¥ãå§ããŠããäŒæ¥ãéçºè ã®éã§ã¯ãAIæ©èœãšæ¢åã®ã·ã¹ãã ãçµ±åããèœåãäžå±€éèŠãããŠããŠããŸãããã®ãããªæèã§VB.NETã¯ããã®å®å®ããéçºç°å¢ãšãå€æ§ãªãã©ãããã©ãŒã ããµããŒããã.NETãã¬ãŒã ã¯ãŒã¯ãèæ¯ã«ãè¿ éãã€å¹ççãªAIçµ±åã®ããã®åªããéžæè¢ãšãªãããšã§ãããã
1.2 ChatGPTã®åºæ¬çãªæŠèŠãšæ©èœ
ChatGPTã¯ãèªç¶èšèªåŠçïŒNLPïŒã䜿çšããŠäººã ãšå¯Ÿè©±ããããšãã§ããAIã§ãããOpenAIã«ãã£ãŠéçºãããŸããããã®æè¡ã¯ããŠãŒã¶ãŒãèªç¶ãªäŒè©±ãéããŠã³ã³ãã¥ãŒã¿ãšã³ãã¥ãã±ãŒã·ã§ã³ãåãããšãå¯èœã«ããŸããChatGPTã¯ã質åã«çããããããã¹ããçæããããäŒè©±ããªãŒãããèœåãæã£ãŠããŸãã
ChatGPTã¯ãå¹ åºããããã¯ã«ãããæ å ±ãåŠç¿ããŠããããŠãŒã¶ãŒã®åãã«å¯ŸããŠç確ãã€å€æ§ãªåçãæäŸã§ããŸããããã¯ãäºåã«å€ãã®ããŒã¿ã§ãã¬ãŒãã³ã°ãããããŸããŸãªçš®é¡ã®äŒè©±åœ¢åŒãæèãç解ãã圹å²ãæãããŸãããã®AIã¯ãã«ã¹ã¿ããŒãµããŒããã³ã³ãã³ãçæãæè²ããŒã«ãšããŠã®äœ¿çšãæ³å®ãããŠããŸãã
ãã®æè»æ§ãšã¹ã±ãŒã©ããªãã£ã«ãããChatGPTãæ§ã ãªãœãããŠã§ã¢ãããžã§ã¯ãã«çµ±åããããšã¯éçºè ã«ãšã£ãŠèå³æ·±ãéžæãšãªããŸããç¹ã«ã察話åã®æ©èœãå¿ èŠãšããã¢ããªã±ãŒã·ã§ã³ã«ãããŠã¯ããã®AIã䜿ã£ãŠãŠãŒã¶ãŒãšã¯ã¹ããªãšã³ã¹ãåäžãããããšãã§ããã§ãããã
1.3 VB.NETã®ç¹åŸŽãš.NETç°å¢ã§ã®å©ç¹
VB.NETã¯ãVisual Basicã®ãªããžã§ã¯ãæåããã°ã©ãã³ã°èšèªã§ãããMicrosoftã®.NETãã¬ãŒã ã¯ãŒã¯äžã§åäœããŸãããã®äž»ãªç¹åŸŽã¯ãç°¡æœãªæ§æãšã匷åãªWindowsã¢ããªã±ãŒã·ã§ã³éçºèœåã§ããVB.NETã¯ãããžã¥ã¢ã«ãã¶ã€ããŒãéããè¿ éãªéçºããããŒã¿ããŒã¹ã¢ã¯ã»ã¹ããããã¯ãŒã¯ã³ãã¥ãã±ãŒã·ã§ã³ãªã©ã®åŒ·åãªã©ã€ãã©ãªãåããŠããŸãã
.NETãã¬ãŒã ã¯ãŒã¯ã¯ãèšèªéã®çžäºéçšæ§ãæäŸããè€æ°ã®ããã°ã©ãã³ã°èšèªã§æžãããã³ã³ããŒãã³ããäžç·ã«åäœããããšãå¯èœã«ããŸããããã«ãããVB.NETéçºè ã¯C#, F#ãä»ã®.NET察å¿èšèªã§äœæãããã³ãŒããšé£æºããããšãã§ããŸãããããã®ç¹åŸŽã«ãããVB.NETã¯å€ãã®äŒæ¥ã«ãšã£ãŠä¿¡é Œæ§ã®é«ãæè¡éžæãšãªããŸãã
ããã«ã.NETã®æã€æ¡åŒµæ§ãšã»ãã¥ãªãã£ã®ç¹åŸŽã¯ããµãŒããŒããŠã§ãããŒã¹ã®ã¢ããªã±ãŒã·ã§ã³ã«ãããŠæçã§ãããããã®ã¢ããªã±ãŒã·ã§ã³ã¯é »ç¹ã«å€§éã®ããŒã¿åŠçãè€éãªããžãã¹ããžãã¯ãæ±ããããVB.NETãš.NETãã¬ãŒã ã¯ãŒã¯ã®å ç¢ãªèšèšã¯ãéçºè ã«ãšã£ãŠå€§ããªå©ç¹ãšãªããŸãã
1.4 ChatGPTãšVB.NETã®é£æºã®å¯èœæ§
ChatGPTã®èªç¶èšèªåŠçèœåãšVB.NETã®éçºã®å®¹æããçµã¿åãããããšã§ããŠããŒã¯ã§åŒ·åãªãœãªã¥ãŒã·ã§ã³ãçã¿åºãå¯èœæ§ããããŸããäŸãã°ã顧客ãµãŒãã¹ã®èªååãã€ã³ã¿ã©ã¯ãã£ããªæè²ã¢ããªã±ãŒã·ã§ã³ããããã¯é«åºŠãªããžãã¹ããŒã¿åæããŒã«ãªã©ã®åéã§ããããã®çµ±åãå©çãããããå¯èœæ§ããããŸãã
VB.NETã§äœæãããã¢ããªã±ãŒã·ã§ã³ã«ChatGPTãçµ±åããããšã¯ãHTTPãªã¯ãšã¹ããWebãµãŒãã¹ãžã®ã¢ã¯ã»ã¹ããµããŒããã.NETã®ã©ã€ãã©ãªãå©çšããŠæ¯èŒçç°¡åã«è¡ãããšãã§ããŸãããã®ãããªé£æºã¯ãAIãæäŸããå¿çæ§ãšäººéããããã¢ããªã±ãŒã·ã§ã³ã«æ³šå ¥ããæçµçãªãŠãŒã¶ãŒãšã¯ã¹ããªãšã³ã¹ãé«ããããšã«ã€ãªãããŸãã
çµè«ãšããŠãChatGPTãšVB.NETã¯ç°ãªããã¡ã€ã³ã®æè¡ãããããŸããããäž¡è ã¯å ±ã«åŒ·åãªçžä¹å¹æãçºæ®ããããšã§ããããéçºè ã¯ãã®çµ±åãéããŠãAIãšãã©ãã£ã·ã§ãã«ãªããã°ã©ãã³ã°èšèªã®åŒ·ã¿ãçµéããé©æ°çã§ãŠãŒã¶ãŒäžå¿ã®ã¢ããªã±ãŒã·ã§ã³ãåµåºããããšãæåŸ ã§ããŸãã
2. ChatGPTã®VB.NETã«ãããã»ããã¢ãããšæ§æ
2.1 éçºç°å¢ã®æºåãšå¿ èŠãªããŒã«
éçºç°å¢ã®æºåã¯ãVB.NETã¢ããªã±ãŒã·ã§ã³ã®éçºã«äžå¯æ¬ ã§ããåãã«ãMicrosoftã®Visual StudioãããŠã³ããŒãããã€ã³ã¹ããŒã«ããå¿ èŠããããŸããããã¯åŒ·åã§ãŠãŒã¶ãŒãã¬ã³ããªãŒãªçµ±åéçºç°å¢ (IDE) ã§ãããVB.NETã®éçºã«æãé©ããŠããŸãã
次ã«ã.NET FrameworkãŸãã¯.NET Coreãã·ã¹ãã ã«ã€ã³ã¹ããŒã«ããŸãããããã®ãã©ãããã©ãŒã ã¯VB.NETã§ã®éçºã«åºç€ãæäŸããå€ãã®æšæºã©ã€ãã©ãªãAPIãžã®ã¢ã¯ã»ã¹ãå¯èœã«ããŸãããã¥ãŒããªã¢ã«ãããã¥ã¡ã³ããŒã·ã§ã³ã«ç®ãéããé©åãªããŒãžã§ã³éžã³ãèæ ®ã«å ¥ããŸãããã
æåŸã«ãè€æ°ã®ããã±ãŒãžç®¡çã·ã¹ãã ãæ€èšãã䟡å€ããããŸããNuGetãVisual Studioã®ããã±ãŒãžãããŒãžã£ãŒã¯ãå¿ èŠãªã©ã€ãã©ãªãããŒã«ããããžã§ã¯ãã«ç°¡åã«çµã¿èŸŒããããæ¯æŽããŸããããããããŒã«ã掻çšããããšã§ãéçºããã»ã¹ãã¹ã ãŒãºã«é²è¡ãããããšãã§ããŸãã
2.2 ChatGPT APIãžã®ã¢ã¯ã»ã¹ãšäœ¿çšæ¡ä»¶
ChatGPT APIã«ã¢ã¯ã»ã¹ããåã«ãé©åãªããŒãååŸããå¿ èŠããããŸããAPIãããã€ãã®Webãµã€ãã«ã¢ã¯ã»ã¹ããã¢ã«ãŠã³ããäœæããåŸã«APIããŒãç³è«ããŸãããã®ããã»ã¹ã¯ãã°ãã°æ¿èªãå¿ èŠãšãããããäºåã«èšç»ãç«ãŠãããšã倧åã§ãã
ãŸããChatGPT APIãå©çšããéã«ã¯ã䜿çšæ¡ä»¶ããªã¯ãšã¹ãå¶éãç解ããããšãéèŠã§ããAPIãããã€ããŒã¯äžå®ã®ãªã¯ãšã¹ãæ°ãããŒã¿äœ¿çšéã«å¶éãèšããŠããããšãå€ãããããã®å¶éãè¶ ãããšè¿œå æéãçºçããããšããããŸããAPIã®äœ¿çšæ¡ä»¶ãããèªãã§ãéåããªãããã«ããŸãããã
ãŸããã»ãã¥ãªãã£ãšãã©ã€ãã·ãŒãéèŠãªæžå¿µäºé ã§ããAPIãå©çšããéã«ã¯ãåãæ±ãããŒã¿ãä¿è·ããããã®é©åãªæªçœ®ãè¬ããå¿ èŠããããŸããããšãã°ãAPIããŒã¯ãã©ã€ããŒãã§ä¿ç®¡ããå ¬éãããããšããªãããã«æ³šæãå¿ èŠã§ãã
2.3 VB.NETã§ã®APIæ¥ç¶ã³ãŒãã®äœæ
VB.NETã§ChatGPT APIã«æ¥ç¶ããã³ãŒããäœæããéã¯ãHttpClientã¯ã©ã¹ã䜿çšããŠPOSTãªã¯ãšã¹ããè¡ãæ¹æ³ãäžè¬çã§ããHttpClientã¯éåæéä¿¡ããµããŒãããŠãããã¹ã¬ããã®ããããã³ã°ãé¿ãã€ã€ãWebãµãŒãã¹ãžã®å¹ççãªæ¥ç¶ãè¡ãããšãã§ããŸãã
èŠæ±ãéä¿¡ããåã«ãAPIããŒããšã³ããã€ã³ããªã©ãå¿ èŠãªãã©ã¡ãŒã¿ãèšå®ããå¿ èŠããããŸããããŒã¿ãJSON圢åŒã§éä¿¡ããåãåãããšãå€ããããJsonConvertã¯ã©ã¹ã䜿ã£ãŠã·ãªã¢ã©ã€ãºãšãã·ãªã¢ã©ã€ãºãè¡ãããšãæšå¥šãããŸãã
ãšã©ãŒãã³ããªã³ã°ãéåžžã«éèŠã§ãããããã¯ãŒã¯ã®åé¡ãAPIã®ããŠã³ã¿ã€ã ãªã©ãæ§ã ãªçç±ã§ãªã¯ãšã¹ãã倱æããå¯èœæ§ããããŸããTry/Catchãããã¯ã掻çšããŠããšã©ãŒãé©åã«ææããããã«å¿ããŠãŠãŒã¶ãŒã«éç¥ã§ããããã«ããã¹ãã§ãã
2.4 ãããã°ãšãã©ãã«ã·ã¥ãŒãã£ã³ã°ã®ãã³ã
éçºäžã«ã¯å¿ ããããã°ãå¿ èŠã«ãªããŸããVisual Studioã§ã®ãããã°ããŒã«ã¯ããã¬ãŒã¯ãã€ã³ãã®èšçœ®ãã¹ãããå®è¡ãå€æ°ã®ç£èŠãã§ããåé¡ã®åå ãç¹å®ãããããªããŸããé©åãªãããã°ã¯å¹ççãªãã©ãã«ã·ã¥ãŒãã£ã³ã°ã®ããã«å¿ èŠäžå¯æ¬ ã§ãã
APIæ¥ç¶ã§åé¡ãçºçããå Žåã¯ãHTTPå¿çã¹ããŒã¿ã¹ã³ãŒãã確èªããŸããäŸãã°ã404ãšã©ãŒã¯ãªãœãŒã¹ãèŠã€ãããªãããšãã500ãšã©ãŒã¯ãµãŒããŒåŽã®åé¡ã瀺ããŠããŸãããããã®ã³ãŒããç解ããããšã§ãåé¡ãããæ©ã解決ã§ããŸãã
æåŸã«ããšã©ãŒã¡ãã»ãŒãžããã°ã®è©³çŽ°ãèŠèœãšããªãããã«ããŸããããå€ãã®å Žåããšã©ãŒã¡ãã»ãŒãžã¯åé¡è§£æ±ºã®æããããæäŸããŸãããŸããå¿ èŠã§ããã°APIãããã€ããŒã®ãµããŒãããŒã ã«é£çµ¡ãåãããšãæ€èšãããšè¯ãã§ããããã¿ã€ã ãªãŒãªãµããŒããåé¡è§£æ±ºãå©ããããšããããŸãã
3. ChatGPTã掻çšããã¢ããªã±ãŒã·ã§ã³ã®éçº
ChatGPTã®æè¡ãçµã¿èŸŒãããšã¯ãã¢ããªã±ãŒã·ã§ã³ã«å¯Ÿè©±åŒæ©èœãæãããçŸä»£çãªãœãªã¥ãŒã·ã§ã³ã§ãã察話åãšãŒãžã§ã³ããããããã€ã³ã¿ã©ã¯ãã£ããªãšã¯ã¹ããªãšã³ã¹ã¯ããšã³ããŠãŒã¶ãŒã«ãšã£ãŠé åçãªãã®ã§ããVB.NETã䜿çšããŠãChatGPTã®ãããªAIé§ååãã©ãããã©ãŒã ãçµ±åããããšã«ãããéçºè ã¯ã¢ããªã±ãŒã·ã§ã³ã®æœåšçãªäŸ¡å€ãé«ããããšãã§ããŸãã
éçºã®æåã®ã¹ãããã¯ãé©åãªAPIãšã®é£æºãèšç»ããããšã§ããChatGPTãããã¯ãšã³ãã«çšããããšã§ãã¢ããªã±ãŒã·ã§ã³ã¯ãŠãŒã¶ãŒããã®ã¯ãšãªã«å¯ŸããŠèªç¶èšèªã§å¿çããèœåãç²åŸããŸããããã«ããã人éãããã€ã³ã¿ã©ã¯ã·ã§ã³ãå¯èœã«ãªãã®ã§ãã
ChatGPTãçµã¿èŸŒãã ã¢ããªã±ãŒã·ã§ã³ã¯ãåçš®ã®æ¥çã§å€æ§ãªçšéã«æŽ»çšããããšãå¯èœã§ããäŸãã°ãã«ã¹ã¿ããŒãµããŒããæè²ããšã³ã¿ãŒãã€ã¡ã³ããªã©ã®åéã§å¿çšãããŠããŸããã³ã¢ãšãªãç念ã¯ãã©ã®ããã«ããŠãããã®AIæ©èœããŠãŒã¶ãŒãšäŒè©±ã®æµãã®äžã§èªç¶ã«æ瀺ãããããšããç¹ã§ãã
3.1 ãŠãŒã¶ãŒã€ã³ã¿ã©ã¯ã·ã§ã³ã®åŒ·åã«åããã¢ãããŒã
ChatGPTã®æŽ»çšã«ãããŠã¯ããŠãŒã¶ãŒãšã®ã€ã³ã¿ã©ã¯ã·ã§ã³ã®è³ªãæ倧åããããšãéèŠã§ãããŠãŒã¶ãŒãèªç¶ã«äŒè©±ã§ããã€ã³ã¿ãŒãã§ã€ã¹ã¯ããšã³ã²ãŒãžã¡ã³ãã®åäžã«çŽæ¥å¯äžããŸãããã®ããã«ãããã³ãããå¿çããŠãŒã¶ãŒã®æå³ãæ£ç¢ºã«ææ¡ãã質ã®é«ã察話ãçæããããšãæ±ããããŸãã
VB.NETã®è±å¯ãªã©ã€ãã©ãªãšãã¬ãŒã ã¯ãŒã¯ã掻çšããããšã«ãããéçºè ã¯ãŠãŒã¶ãŒã€ã³ã¿ãã§ãŒã¹ã®ã«ã¹ã¿ãã€ãºã容æã«è¡ããŸããChatGPTãšã®çµ±åãå³ãéã«ã¯ããŠãŒã¶ãŒãçŽé¢ããå¯èœæ§ã®ããããããã€ã³ã¿ã©ã¯ã·ã§ã³ã®ã·ããªãªãèå¯ããããã«å¿ããåçãªå¿çãèšèšããå¿ èŠããããŸãã
ãŸãããŠãŒã¶ãŒã容æã«ç解ã§ããèšèªã§æ å ±ãæ瀺ããããšã§ããããªãããªãŠãŒã¶ãŒã€ã³ã¿ã©ã¯ã·ã§ã³ãå®çŸããŸãããã®èŠçŽ ã¯ãChatGPTãçšããã¢ããªã±ãŒã·ã§ã³éçºã«ãããŠæ žå¿ãšãªãéšåã§ãã
3.2 èªç¶èšèªåŠçã®çµ±åã®éèŠæ§
èªç¶èšèªåŠçïŒNatural Language Processing, NLPïŒæè¡ã¯ãChatGPTã®åŒ·ã¿ã§ãããšåæã«ããã®æè¡ãã¢ããªã±ãŒã·ã§ã³ã«çµ±åããéã®èŠã§ããNLPãå©çšããããšã§ã¢ããªã±ãŒã·ã§ã³ã¯ãããè€éãªãŠãŒã¶ãŒã®å ¥åãç解ããé©åãªåå¿ã瀺ãããšãã§ããããã«ãªããŸãã
NLPçµ±åã®æ倧ã®èª²é¡ã¯ãæ§ã ãªãŠãŒã¶ãŒã®å ¥åã«é©åã«å¯Ÿå¿ããããšã§ããææ åæãæå³ã®ç解ãªã©ã人éãããç解ãã¢ããªã±ãŒã·ã§ã³ã«åãå ¥ããå¿ èŠããããŸããVB.NETã®éçºç°å¢ã¯ããã®ãããªè€éãªæ©èœã®çµ±åããµããŒãããè±å¯ãªã©ã€ãã©ãªãæäŸããŠããŸãã
NLPæè¡ã®é²åã«ããããã£ãããããã人éãšåæ§ã®å¯Ÿè©±ãè¡ããããšã¯ãéåžžã«éèŠãªãã€ã«ã¹ããŒã³ã§ãããã®æè¡ã®æ£ç¢ºãªçµ±åããæåãããã£ãããããã¢ããªã±ãŒã·ã§ã³éçºã®ã«ã®ãæ¡ã£ãŠããŸãã
3.3 VB.NETã¢ããªã±ãŒã·ã§ã³ã§ã®å¿ççæãšåãåã
VB.NETãçšããã¢ããªã±ãŒã·ã§ã³ã®äžã§ãChatGPTãå®è£ ããéã«ã¯ãå¹ççãªå¿ççæãšå¿çã®åãåããæ¬ ãããŸãããChatGPTãšé£æºããããã«ã¯ãAPIéä¿¡ãä»ããŠãªã¢ã«ã¿ã€ã ã«ããŒã¿ã亀æããå¿ èŠããããŸãã
å ·äœçã«ã¯ãHTTPãªã¯ãšã¹ããçšããŠAIããã®å¿çãåãåãããããé©åã«åŠçããŠã¢ããªã±ãŒã·ã§ã³å ã§è¡šç€ºããæµããšãªããŸãããã®éçšã§ã¯ãJSONãªã©ã®ããŒã¿ãã©ãŒããããæ±ãæè¡ãæ¬ ãããªãã§ãããã
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3.4 ãŠãŒã¶ãŒäœéšåäžã®ããã®ã€ã³ã¿ãã§ãŒã¹æ¹å
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å ããŠãChatGPTã®è¡šçŸèœåãæ倧éã«æŽ»ããããŠãŒã¶ãŒãæ±ããæ å ±ã«å¯ŸããŠçŽæ¥çã§ããããããå¿çãæäŸããããšãéèŠãšãªããŸãããã®ããã«ãããŠãŒã¶ãŒã€ã³ã¿ãã§ãŒã¹ã¯ãæè¡çãªè€éããé èœãã€ã€ããšã³ããŠãŒã¶ãŒã«ãšã£ãŠæçãªæ å ±ãç°¡æœã«è¡šç€ºããããã«æé©åãããã¹ãã§ãã
4. ChatGPTãå©çšããVB.NETãããžã§ã¯ãã®äŸ
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4.1 èªåã«ã¹ã¿ããŒãµããŒãã·ã¹ãã
ChatGPTã¯èªåå¿çã·ã¹ãã ã®éçºã«éåžžã«æçšã§ããVB.NETã§éçºãããã¢ããªã±ãŒã·ã§ã³ã«ChatGPTãçµã¿èŸŒãããšã§ããã人éãããäŒè©±èœåããã£ãã«ã¹ã¿ããŒãµããŒãããããäœãããšãã§ããŸãããŠãŒã¶ãŒããã®è³ªåã«å¯ŸããŠå³åº§ã«é©åãªåçãæäŸãã顧客æºè¶³åºŠãé«ããããšãæåŸ ãããŸãã
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4.2 ããŒã¿åæãšã¬ããŒãã£ã³ã°
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4.3 æè²é¢é£ã®ã¢ããªã±ãŒã·ã§ã³éçº
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4.4 ãšã³ã¿ãŒãã©ã€ãºãœãªã¥ãŒã·ã§ã³ãšã®çµ±å
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5. ChatGPTãšVB.NETã®çµã¿åããã«ããããžãã¹ã¡ãªãã
5.1 å¹çåãšçç£æ§ã®åäž
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5.2 ã³ã¹ãåæžãšãªãœãŒã¹ç®¡ç
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5.3 顧客æºè¶³åºŠã®åäž
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6. ChatGPTãšVB.NETã®å°æ¥æ§ãšå±æ
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6.1 AIãã¯ãããžãŒã®é²åãšãã®åœ±é¿
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6.2 VB.NETéçºè ãæ€èšãã¹ãæ°ããåå
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6.3 ChatGPTã®æ©èœæ¡åŒµãšãã®å¯èœæ§
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