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ã¢ãã©ãšã¬ã€ã®åæ ã¯æ·±ãŸãã圌ãã¯è¡äžã§ãç§åŠãšéæ³ãèåãããçºæåãæ¬¡ã ãšäœãåºãããšã«ãªãã圌ãã®çºæåã¯äººã ã®æ®ãããè±ãã«ããè¡ã«å æ°ãšç¬é¡ãããããã
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åžé·ïŒãã¢ãã©åãšã¬ã€åãããªããã¡ã®çºæåã®ãããã§ãç§ãã¡ã®è¡ã¯ä»ãäžçäžããæ³šç®ãããå Žæã«ãªããŸãããããããããããªããã¡ã®ãããªè¥è
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ã¢ãã©ïŒãããããšãããããŸãïŒ ããããããã¿ããªã楜ããŸããçºæåãäœã£ãŠãããŸããïŒã
ã¬ã€ïŒãããã ããããããããã¢ãã©ãšäžç·ã«æ°ãããã®ãäœãåºããŠãããããšæããŸããã
ã¢ãã©ãšã¬ã€ã¯ããã®åŸãæ§ã ãªçºæåãäœãåºããè¡ãæŽã«çºå±ãããããšã«è²¢ç®ããŠããã圌ãã®åæ ã¯äººã ã«åæ°ãšåžæãäžããè¡ã¯ãŸããŸãç¹æ ããããšã«ãªãã®ã ã£ãã
ãããŸã§ããã¢ãã©ãšã¬ã€ã®ç©èªã§ãã圌ãã®åæ ãšå ±åäœæ¥ãéããŠãç§åŠãšéæ³ãèåããäžçã§ã®ãã©ãããã¯ãªåºæ¥äºãæããŠã¿ãŸãããã©ãã§ããããïŒã楜ãã¿ããã ããã§ããããã
ïŒïŒé·æåçš¿ã®èªåçæããã°ã©ã
éåžžãChatGPTã§é·ãæç« ãäœæããå Žåã«ã¯ãæåã«å
šäœã®ã¢ãŠãã©ã€ã³ãäœæãã1ç« ãã€æç« ãæžããŠããã£ãŠãæåŸã«å
šäœãçµ±åããå¿
èŠããããŸãã
ãã®ããã°ã©ã ã¯ãGPT-4ã®APIãå©çšããããšã«ããããã®æé ãäžæ¬ã§ã§ããããã«ãããã®ã§ããChatGPTã®å Žåã¯ãåºåããæç« ãé·ããªããšéäžã§åããŠããŸããç¶ããŠãã ããããšå
¥åããŠç¶ããæžããŠãããå¿
èŠããããŸããããã®ããã°ã©ã ã§ã¯ããã®å¿
èŠããªãã1åã®å®è¡ã§æåŸãŸã§æç« ãæžããã£ãŠãããŸãã
(1) ããã°ã©ã ã®ç޹ä»
é·æåçš¿ã®èªåçæããã°ã©ã ã®ã³ãŒãã¯ä»¥äžã®ãšããã§ãã
ãã®ã³ãŒããGoogle Colaboratoryã®ããŒãããã¯ã«ã³ããŒããèªåçšã®OpenAIã®APIããŒãå
¥åããŠã»ã«ãå®è¡ãããšãèšäºã®ã¢ãŠãã©ã€ã³ãšãããåºã«ããåçš¿ãåºåãããŸãã
!pip install openai
import openai
openai.api_key = "èªåã®APIããŒ"
messages = []
response = openai.ChatCompletion.create(
 model="gpt-4",
 messages=[
  {"role": "system", "content": "ããªãã¯ããã®ã©ã€ã¿ãŒã§ããuserãæå®ãããžã£ã³ã«ãããŒãã圢åŒã§ã¢ãŠãã©ã€ã³ãäœæããŠãã ããã"},
  {"role": "user", "content": "ãžã£ã³ã«: ããžãã¹æžãããŒã: æç« çæAI 圢åŒ: 5ç« æ§æ"}])
outline = response['choices'][0]['message']['content']
print(outline)
n = 5  # 5ç« æ§æã®å Žåã¯5ãæå®
for i in range(1, n+1):
 response = openai.ChatCompletion.create(
  model="gpt-4",
  messages=[
   {"role": "system", "content": "ããªãã¯ããã®ã©ã€ã¿ãŒã§ããuserã®æç€ºã«åŸã£ãŠåçš¿ãäœæããŠãã ããã"},
   {"role": "user", "content": outline + f"ãåºã«ã第{i}ç« ã®åçš¿ãæžããŠãã ããã"}])
 print(response['choices'][0]['message']['content'])ãªããGPT-4ã®APIã¯ãOpenAIã®ãŠã§ã€ããªã¹ãã«ç»é²ããŠãå©çšãèš±å¯ããŠãããå¿ èŠããããŸãã®ã§ããŸã èš±å¯ã®äžããŠããªã人ã¯ãGPT-3.5ã®APIãå©çšïŒ2ãæã®gpt-4ãgpt-3.5-turboã«å€æŽïŒããŠãã ããã
(2) ããã°ã©ã ã®å©ç𿹿³
ãŸãããã®ããã°ã©ã ã¯ãäžéšãæžãæããã°ãã©ããªæç« ã§ãæžãããšãã§ããŸããä»ã®æç« ãæžãå Žåã¯ã以äžã®éšåãæžãæããŠãã ããã
ïŒïŒãžã£ã³ã«ïŒããžãã¹æžããã©ãŒå°èª¬ãSFå°èª¬ãå°è«æãå®éšã¬ããŒããªã©ïŒ
ïŒïŒããŒãïŒèªç±ïŒ
ïŒïŒåœ¢åŒïŒäœç« æ§æãã¯èšèŒããæ¹ãããããã以å€ã¯èªç±ãïŒ
ïŒïŒn=5ïŒç« ã®åèšæ°ãšåããããšæåŸãŸã§çæããã1ç« ã ãçæãããå Žåã¯n=1ãšèšå
¥ïŒ
(3) åºåçµæ
ããã°ã©ã ãåºåããèšäºã®ã¢ãŠãã©ã€ã³ã¯ä»¥äžã®ãšããã§ãã
ã¿ã€ãã«: AIãçã¿åºãæªæ¥ã®æç« äœæ: æç« çæãã¯ãããžãŒã掻çšããããžãã¹æŠç¥
æŠèŠ: æ¬æžã§ã¯ãæç« çæAIã®æè¡ãšãã®ããžãã¹ãžã®å¿ç𿹿³ã«ã€ããŠè§£èª¬ããŸããæç« çæAIã¯ãäŒæ¥ã§ã®æžé¡äœæãã³ã³ãã³ãå¶äœã®å¹çåããŸãæ°ããããŒã±ãã£ã³ã°æŠç¥ãçãå¯èœæ§ãããããšãããå€ãã®äŒæ¥ãèå³ãæã£ãŠããŸãããã®æ¬ãèªãããšã§ãçŸä»£ããžãã¹ã§äœ¿ãããAIã®åãçè§£ããããããã®äŒæ¥æŠç¥ã«åãå ¥ããããã®ã¢ãããŒãæ¹æ³ãåŠã¹ãŸãã
ç®æ¬¡:
第1ç« : æç« çæAIã®æŠèŠãšé²å
1.1 人工ç¥èœãšæç« çæAIã®çè§£
1.2 NLP(èªç¶èšèªåŠç)ãšæç« çææè¡
1.3 æç« çæAIã®é²åã®æŽå²
1.4 AIã®ããžãã¹æŽ»çšã·ãŒã³ - äºäŸç޹ä»
第2ç« : æç« çæAIã®äž»ãªæè¡
2.1 æ©æ¢°åŠç¿ãšãã£ãŒãã©ãŒãã³ã°
2.2 ãªãŒãã³APIãšã¯ããŒãºãAPIã®éã
2.3 GPT-3ãã¯ãããšããæå 端æè¡
2.4 ã¯ã©ãŠããµãŒãã¹ã§ã®æäŸ
第3ç« : æç« çæAIãæŽ»çšããããžãã¹ã®å¹æ
3.1 ã³ã³ãã³ãå¶äœã®å¹çå
3.2 ããŒã±ãã£ã³ã°ãšããã¢ãŒã·ã§ã³
3.3 瀟å ã³ãã¥ãã±ãŒã·ã§ã³ã®åŒ·å
3.4 å¶æ¥ã顧客察å¿ã®åäž
3.5 ã€ãããŒã·ã§ã³ãšæ°èŠäºæ¥åµåº
第4ç« : æç« çæAIå°å ¥ã®å®è·µãšéçšæ¹æ³
4.1 AIãµãŒãã¹ã®éžã³æ¹
4.2 æç« çæAIã®å°å ¥æé
4.3 AIãšäººéã®ååã«ããéçšæ³
4.4 ããŒã¿ã»ãã¥ãªãã£ãšå«çåé¡ãžã®å¯Ÿå¿
第5ç« : AIãæŽ»çšããæªæ¥ã®ããžãã¹æŠç¥
5.1 æç« çæAIæè¡ã®ä»åŸã®å±æ
5.2 AI掻çšã¹ãã«ãæã£ããããã§ãã·ã§ãã«ã®åœ¹å²
5.3 AIã€ãããŒã·ã§ã³ãããããæ©äŒãšãªã¹ã¯
5.4 æç« çæAIãæŽ»çšãããµã¹ãããã«ãªããžãã¹ãšã³ã·ã¹ãã ã®æ§ç¯
çµã³: æç« çæAIãããããæ°ããªããžãã¹ãã£ã³ã¹ãæ¢æ±ããå¹ççã§ã¯ãªãšã€ãã£ããªäŒæ¥ã®æé·ãä¿ããŸããããæ¬æžãéããŠåŸãç¥èãšå®è·µçãªã¢ãããŒãæ¹æ³ã掻çšããŠãæ¥çã«é©æ°ãããããäŒæ¥ã«ãªãããã®ç¬¬äžæ©ãèžã¿åºããŸãããã
ããã°ã©ã ãåºåãã第1ç« ã®æ¬æã¯ä»¥äžã®ãšããã§ãã
第1ç« : æç« çæAIã®æŠèŠãšé²å
è¿å¹Žã人工ç¥èœ (AI) ã¯æ¥éãªé²åãéããå€ãã®ç£æ¥åéãæ³šç®ããŠããŸããç¹ã«ãæç« çæAIã¯ãã®äžã§æã掻çšãããåéã®ã²ãšã€ãšãªã£ãŠããããã®æè¡ãããããã¡ãªãããæŽ»çšããããšã§ãåŸæ¥ãšã¯éã£ãæ¹æ³ã§ããžãã¹æŠç¥ãç«ãŠãããšãæåŸ ãããŠããŸãã
ãã®ç« ã§ã¯ãæç« çæAIã®æŠèŠãé²åã®æŽå²ããã®æŽ»çšã·ãŒã³ãäºäŸã玹ä»ããŸãã
1.1 人工ç¥èœãšæç« çæAIã®çè§£
人工ç¥èœ (AI) ã¯ã人éã®ç¥èœãã³ã³ãã¥ãŒã¿äžã§åçŸããæè¡ã§ããAIã¯ç»åèªèã»é³å£°èªèã»æšèŠã·ã¹ãã ãªã©ãããŸããŸãªåéã§æŽ»çšãããŠããããã®äžç°ãšããŠæç« çæAIãéçºãããŸããã
æç« çæAIãšã¯ãAIæè¡ã«ãã£ãŠèªåçã«æç« ãããã¹ããçæããæè¡ã®ããšãæããŸããäŒæ¥ã§ã®æžé¡äœæãå ±åæžããã¬ãŒã³è³æãªã©ãããããå Žé¢ã§å¿çšãå¯èœã§ãããåŸæ¥ã®æäœæ¥ã«ä»£ããæ°ããæ¹æ³ã§ãããšãããŠããŸãã
1.2 NLP(èªç¶èšèªåŠç)ãšæç« çææè¡
æç« çæAIã¯ãNLPïŒèªç¶èšèªåŠçïŒãšããæè¡ã«åºã¥ããŠããŸããèªç¶èšèªåŠçãšã¯ã人éã䜿çšããèšèªãã³ã³ãã¥ãŒã¿ã«çè§£ãããæè¡ã®ããšã§ãããã«ãã£ãŠã³ã³ãã¥ãŒã¿ã¯ããã¹ãåæã翻蚳ãèŠçŽãªã©ã®äœæ¥ãå¯èœã«ãªããŸãã
æç« çæAIãã¯ãããšãã NLP æè¡ã¯ãæ©æ¢°åŠç¿ããã£ãŒãã©ãŒãã³ã°ã掻çšãããã倧éã®ããã¹ãããŒã¿ãããã¿ãŒã³ãã«ãŒã«ãåŠç¿ããããšã«ãã£ãŠãé«åè³ªãªæç« ãçæããããšãã§ããããã«ãªããŸããã
1.3 æç« çæAIã®é²åã®æŽå²
é廿°å¹Žéã§ãæç« çæAIã¯é©ãã¹ãé²åãéããŠããŸãããåæã®æç« çæAIã¯ã«ãŒã«ããŒã¹ã®æè¡ãäž»æµã§ããããæ©æ¢°åŠç¿ããã£ãŒãã©ãŒãã³ã°ã®é²åã«ãããããèªç¶ãªæç« ã®çæãå¯èœã«ãªããŸããã
è¿å¹Žãè€æ°ã®äŒæ¥ãç ç©¶æ©é¢ãç«¶ã£ãŠéçºããŠããæç« çæAIæè¡ã®äžã§ãããšãããæ³šç®ãããŠããã®ã OpenAI ãéçºãã GPT-3 ã§ããGPT-3 ã¯ãã®ç²ŸåºŠãèªç¶ãã§è©±é¡ãšãªããäžéšã§ã¯äººéãæžããæç« ãšèŠåããã€ããªããšããèšãããã»ã©ã§ãã
1.4 AIã®ããžãã¹æŽ»çšã·ãŒã³- äºäŸç޹ä»
æç« çæAIã¯ãåçš®æ¥çã§å¹ åºã掻çšããå§ããŠãããå ·äœçãªäºäŸãå¢ããŠããŸãã以äžã®ãããªäºäŸãæããããŸãã
- èªåãã¥ãŒã¹èšäºçæ: AIããã¥ãŒã¹ã®èŠçŽ ãæœåºããèªåçã«èšäºãäœæããã
- åºåã³ããŒã®çæ: AIãã¿ãŒã²ããå±€ã«æé©ãªèšèãéžã³ã广çãªåºåã³ããŒãçæããã
- èªå翻蚳: AIãææžãç¬æã«ç¿»èš³ããå€èšèªå¯Ÿå¿ã®è³æãäœæããã
ãããã®äºäŸãéããŠãæç« çæAIãæ¥åžžæ¥åãããžãã¹æŽ»åã«ã©ã®ããã«æŽ»çšãããã®ããä»åŸã®å¯èœæ§ãæ¢ãããšãã§ããŸãã
é·ããªãã®ã§2ç« ä»¥äžã¯çç¥ããŸããããã®ããã«äžçºã§é·ãæç« ãçµãããŸã§çæããããšãã§ããŸãã
æ¯éããã®ããã°ã©ã ã§æ§ã ãªæç« ãçæããŠã¿ãŠãã ãããå®å šèªåçæã§ã»ã«ãåºçã倢ã§ã¯ãããŸããã
(4) å°èª¬çšã®ã¢ã¬ã³ãžããŒãžã§ã³
æåã®ããã°ã©ã ã®ãŸãŸã§ãå°èª¬ã¯æžããã®ã§ãããå°èª¬çšã®ã¢ã¬ã³ãžããŒãžã§ã³ãæ°ãã«äœæããŸããã
!pip install openai
import openai
openai.api_key = "èªåã®APIããŒ"
messages = []
response = openai.ChatCompletion.create(
 model="gpt-4",
 messages=[
  {"role": "system", "content": "ããªãã¯ã©ãã¯ã©ããã§ããuserãæå®ãããžã£ã³ã«ãããŒãã圢åŒã§ã¢ãŠãã©ã€ã³ãäœæããŠãã ããã"},
  {"role": "user", "content": "ãžã£ã³ã«: ãã©ãŒå°èª¬ãããŒã: åŸäœã®ãããªãåãç©ãåºçŸ 圢åŒ: 10ç« æ§æ"}])
outline = response['choices'][0]['message']['content']
print(outline)
n = 10  # ç¹°ãè¿ãåæ°ãæå®ãã
for i in range(1, n+1):
 response = openai.ChatCompletion.create(
  model="gpt-4",
  messages=[
   {"role": "system", "content": "ããªãã¯ã©ãã¯ã©ããã§ããuserã®æç€ºã«åŸã£ãŠåçš¿ãäœæããŠãã ããã"},
   {"role": "user", "content": outline + f"ãåºã«ã第{i}ç« ã®åçš¿ãæžããŠãã ãããç»å Žäººç©ã®äŒè©±å€ãã§ãåšãã®æ
æ¯ã詳ããæåããŠãã ããã"}])
 print(response['choices'][0]['message']['content'])倿Žç¹ïŒããã®ã©ã€ã¿ãŒâã©ãã¯ã©ããããžã£ã³ã«ïŒãã©ãŒå°èª¬ãããŒãïŒåŸäœã®ãããªãåãç©ãåºçŸã圢åŒïŒ10ç« æ§æãn=10ããç»å Žäººç©ã®äŒè©±å€ãã§ãåšãã®æ æ¯ã詳ããæåããŠãã ããããã远å ã
ãžã£ã³ã«ãããŒããäœå®¶ã®ååãªã©ãæžãæããããšã«ãããæ§ã ãªãžã£ã³ã«ã®å°èª¬ãäœæããããšãã§ããŸãã
(5) åºåçµæ
ããã°ã©ã ãåºåããå°èª¬ã®ã¢ãŠãã©ã€ã³ã¯ä»¥äžã®ãšããã§ãã
ã¿ã€ãã«: æéã®è ¢ããã®
æŠèŠ: å°ããªå€ç«ããæã«äœã人ã ã®æ¥åžžããåŸäœã®ãããªãåãç©ã®åºçŸãšãšãã«è ãããããæã®è ãã¡ããã®è¬ã®ååšãšå¯Ÿå³ããåçã®ç©èªã
第1ç« : å¹³ç©ãªæ
- æäººãã¡ã®ç掻ãæãããŠå§ãŸã
- äž»äººå ¬ã¯ç¬èº«ã§ãç°èæ®ããã®ãã¹ã¿ã«ãžã¢ã楜ããã§ãã
- æäººãã¡ãšã®äº€æµãæããã
第2ç« : äžç©ãªåœ±
- æã®äœæ°ãã¡ãã ãã ãç æ°ã«ãªã£ãŠãã
- åç©ãã¡ãè¡æ¹äžæã«ãªã
- æªç¥ã®åãç©ã«é¢ããåãæµãã
第3ç« : æåã®ç®æ
- äž»äººå ¬ãè峿¬äœã§åãç©èª¿æ»ã®åéºãå§ãã
- 人éé¢ããæ£®ã§ãåãç©ã®é¢åœ±ãå£éèŠãã
第4ç« : ææã®ç
- åãç©ãæã®äœæ°ã襲æããçºçããã
- äž»äººå ¬ãã¡ã¯æã®äŒè°ã§èšããããå°æ°ã®æå©ããŒã ã«åå ãã
- æå©ããŒã ã®ä»ã®ã¡ã³ããŒã玹ä»ããã
第5ç« : å®ãã®æå±€
- æã®æ°ãã¡ãèªåãã¡ãå®ãããã«ãå€ä»£ã®ç¥å£ã埩掻ããã
- ç¥å£ã«ãã£ãŠãåãç©ãäžåºŠã¯éæ£ãã
第6ç« : ç ç©¶ã®å§ãŸã
- äž»äººå ¬ãæã®å³æžé€šã§ãåŸäœã®ãããªãåãç©ã®æ å ±ã調ã¹å§ãã
- æã®æŽå²ãšå€ææžããåãç©ã®èµ·æºã«è¿«ã
第7ç« : çå®ã®èåŸ
- 調æ»ã®çµæãæã«å€ãããããéªæªãªè¬ç¥ã®ååšãæããã«ãªã
- åãç©ãå§åçãªåãæã€ããšã«å ããæã®æ¿æ²»ã«ãé¢ãã£ãŠãã
第8ç« : æäººãã¡ã®åæ
- äž»äººå ¬ãã¡ãåãç©ãžã®å¯Ÿçãç·Žãå§ãã
- æã®ç¥ãã®å€ã«æ±ºæŠã蚪ãã
第9ç« : 決æŠã®å€
- åãç©ãšã®æŠããå§ãŸã
- äž»äººå ¬ãã¡ã¯æ³å以äžã«åŒ·å€§ãªåãç©ãšå¯Ÿå³ããæ£ãæ£ãã«ãªã£ãŠããŸã
- äœããã®å¶ç¶ã«ãããåãç©ã®åŒ±ç¹ãæããã«ãªã
第10ç« : å¹³åã®æ
- äž»äººå ¬ãã¡ãåãç©ãéæ²»ããæã«åã³å¹³åã蚪ãã
- æçµç« ã§ã¯äž»äººå ¬ãæã®çµãèªããæã®åŸ©èãé¡ã屿ãèªããã
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