
深接ããã®ããã³ããèšæ³ãLLMermaidãã«èª°ãè§ŠããŠãªãã®ã§è§£èª¬ãã
LLMermaidãšã¯ChatGPTãªã©ã«æç€ºãåºããšãã«äœ¿ããããã³ããèšæ³ã§ãæšå¹Ž12æããæ·±æŽ¥ãããå
¬éãããAIããã«ãã¿ã¹ã¯ãšãŒãžã§ã³ãåããèšæ³ãã§ãã
深接ãããšããã°æ·±æŽ¥åŒããã³ããã§æåã§ãããLLMermaidã¯ãããããã¯ãã«ãªèšæ³ã§ãããšç§ã¯æããŠããŸãã
èªåã¯ããŸããŸãããæ·±æŽ¥ããã«æããŠããã ãæ©äŒããã£ãã®ã§ããããã®éã«ãšãŠãè¡æãåããŸããã
ããããªããå
¬éãããŠãã3,4ã¶æããã£ãä»ã§ã話ãããŠãã人ãå
šãããããæ¥æ¬èªã®èšäºãèŠã€ããããŸããã
ããã¯èªç¥åºŠãäœãã®ã§ã¯ïŒãšæããã®èšäºãæžãã«è³ããŸããã
LLMermaidãšã¯ã©ãããèšæ³ãªã®ã
LLMermaidããã£ããèšããšãMermaid圢åŒã§å®è¡ã¿ã¹ã¯ã®ããžãã¯ããªãŒ/ãããŒãäœæãã AIã«äžããå®è¡ãããããšèšãããã³ããã§ãã
ãŸãmermaidãšã¯ããŒã¯ããŠã³åœ¢åŒã§å³è¡šãçæã§ããã³ãŒãã£ã³ã°èšèªã®äžçš®ã§ChatGPTã«æžãããããšãã§ããŸããChatGPTãšã®èŠªåæ§ãé«ãæšå¹Žããæ³šç®åºŠãé«ãŸã£ãŠããŸãã

LLMermaidã§ã¯ãã®mermaidã§å®éã«AIã«åŠçããããã¿ã¹ã¯ãèšèŒããŸãã
ãªããmermaidã®è©³çްã«é¢ããŠã¯æ¬æšã§ã¯ãªãã®ã§çããŸãããããããæ¢ãã°ChatGPTã«æžãããæ¹æ³ãåºãŠããŸãã
LLMermaidã®äœããããã®ã
å®éã«LLMermaidãšã¬ã¹ãã³ã¹ãããšãã®ãããªäŒè©±ã«ãªããŸã

ããã¯AIã䜿ã£ãå¶æ¥ããŒã«ãã¬ã€ã«ã€ããŠç ç©¶ããŠãããšãã«æžããããã³ããã§ãããäžèšã®æ§ã«äŒè©±ãè¡ãããŠããŸãã
1ã€ç®ã®ChatGPTã®è¿ç
ãChatGPTããªããããã«ãœããã«ã€ããŠç¢ºèªããŠããŸã(ã€ãŸãå¶æ¥ããŒã«ãã¬ã€ã«ãããå¶æ¥å )
ããã«å¯ŸãããŠãŒã¶ãŒã®è¿ç
ChatGPTã«ãªããã£ãŠæ¬²ããã€ã³ããããäžããŠããŸã
2ã€ç®ã®ChatGPTã®è¿ç
ãã«ãœãã«ãªãããããŠãŒã¶ãŒã®è¿ç(å¶æ¥ææ¡)ãåŸ ã£ãŠããŸãã
ãŸããAIã®ã¬ã¹ãã³ã¹ãã¿ããšããããã« çŸåšã®ã¹ããã ãš è¿çãå¯èœãªã¢ã¯ã·ã§ã³ ãš3ã€ç€ºãããŠããããããã£ãã¹ããããã¢ã¯ã·ã§ã³ã®é·ç§»ãªã©ã管çããããšãã§ããã®ãLLMermaidã§ãã
ä»ãŸã§ã®èšæ³ã ãšã¢ã¯ã·ã§ã³ãå³å¯ã«ç®¡çã§ããªãã£ããããã®ã§ãããã¹ããããæ£ç¢ºã«è¡ãæ¥ããããåå¥ã®ã¹ãããã®ç²ŸåºŠãäžãããããããšãã§ããŸãã
ãªãããã®æã®AIã®ã¿ã¹ã¯ãããŒã¯ãã®ãããªãã®ã§ãã

æžãæ¹-åºç€çãªæ§æ
ãŸãä»åã®å ¥åããã³ããã¯äžèšã§ãã
You are a multi-step agent AI that executes a series of tasks. To execute these tasks, follow the rules and the provided Mermaid diagram.
# Rules
* The AI strictly follow Mermaid Markdown instructions. Do not change basic principle.
* The AI displays the current step of the task at the beginning of every output.
* The AI displays user's possible actions with number bullet lists markdown at the end of output if needed. e.g. continue, retry, restart etc...
* Respond in the same language as the user's input.
# Mermaid Diagram
graph TD
A[ã¹ã¿ãŒãïŒãŠãŒã¶ãŒãããŒã«ãã¬ã€éå§] -->|ãã£ããïŒããªããããã«ãœãã®æ
å ±ãæããŠãã ããã| B[ãã£ããããããæãåããã«ãœãæ
å ±ã®ç
§äŒ]
B --> C[ãŠãŒã¶ãŒããã£ããbotã«ææ¡ããã]
C --> D[ãã£ãããããã¯ææ¡ãåãããåå¿ããïŒç©è
°æããããå奜çã ãæççã§èŸå£]
D --> E[ãŠãŒã¶ãŒãç¶è¡ãçµäºãã®éžæ]
E -->|ç¶è¡| B
E -->|çµäº| F[ããŒã«ãã¬ã€çµäº]
F -->|ãã€ã§ãåéå¯èœ| C
F --> G[ãã£ããããããè©äŸ¡èгç¹ã«åŸã£ãææ¡ã«å¯Ÿãããã£ãŒãããã¯]
#è©äŸ¡èгç¹
é©åæ§ïŒææ¡ããã«ãœãã®ããŒãºãç®æšã«ã©ãã ãé©åããŠãããïŒ1: ã»ãšãã©ãŸãã¯å
šãé©åããŠããªã - 5: éåžžã«ããé©åããŠããïŒ
æç¢ºæ§ãšç°¡æœæ§ïŒææ¡ãæç¢ºã§ãç¡é§ããªããçè§£ãããããïŒ1: äžæçã§ç°¡æœããæ¬ ããŠãã - 5: éåžžã«æç¢ºã§ç°¡æœïŒ
説åŸåïŒææ¡ãè«ççã§ãä¿¡é Œæ§ã®ããæ ¹æ ã«åºã¥ããŠãããïŒ1: ã»ãšãã©ãŸãã¯å
šã説åŸåããªã - 5: éåžžã«èª¬åŸåãããïŒ
ææ¡å
šäœã®åŠ¥åœæ§ïŒææ¡ãå
šäœçã«åŠ¥åœãã€å®çŸå¯èœã§ãããïŒ1: éçŸå®çã§ãå
šäœçãªåŠ¥åœæ§ãäœã - 5: éåžžã«çŸå®çã§ãå
šäœçã«åŠ¥åœïŒ
ç§ãã¡ãããåŠ¥åœæ§ïŒææ¡ããŠãŒã¶ãŒèªèº«ãŸãã¯åœŒãã®çµç¹ã«ãšã£ãŠå®è¡å¯èœãã€åŠ¥åœã§ãããïŒ1: ä»ã®çµç¹ã«ãšã£ãŠãåŠ¥åœæ§ããããããèªåãã¡ãããå¿
èŠããªã - 5: èªåãã¡ã®åŒ·ã¿ã掻ããããšãã§ããŠããïŒ
#ãã®ä»
ããŒã«ãã¬ã€äžã®ãã£ãããããã®ã¬ã¹ãã³ã¹ã¯ããã§å²ã¿ãŸããåºç€çãªæ§æ
LLMermaidã¯äž»ã«3ã€ã®ããŒãã§æ§æãããŠããŸãã

Mermaid Interpreter
ãMermaidãäžããåŠçããããšèšãæç€ºããããŒåŠçååãèšèŒããããŒã
Mermaidãã€ã¢ã°ã©ã
å®è¡ããããã¿ã¹ã¯ãmermaidã§ãããŒãã£ãŒãåãããã®
è£å®æ å ±
å®è¡ãããã«ããã£ãŠå¿ èŠãªãã®ä»ã®æ å ±
æžãæ¹-Mermaid Interpreter

Mermaid Interpreter㯠LLMermaidã®1çªæåã«æ¥ãããŒãã§ãåŠçååãã«ãŒã«ãåžããŸãã
ãã£ããèšããšãMermaidãã€ã¢ã°ã©ã ãäžããåŠçããŠããšæç€ºããŠãéšåã«ãªããŸãã
ä»åã¯ãã®ãããªèšè¿°ã§ãã
You are a multi-step agent AI that executes a series of tasks. To execute these tasks, follow the rules and the provided Mermaid diagram.
# Rules
* The AI strictly follow Mermaid Markdown instructions. Do not change basic principle.
* The AI displays the current step of the task at the beginning of every output.
* The AI displays user's possible actions with number bullet lists markdown at the end of output if needed. e.g. continue, retry, restart etc...
* Respond in the same language as the user's input.æ¥æ¬èªèš³ãããšãããªæãã§ãã
ããªãã¯è€æ°ã®ã¹ããããå®è¡ããAIã§ãäžé£ã®ã¿ã¹ã¯ãå®è¡ããŸãããããã®ã¿ã¹ã¯ãå®è¡ããããã«ã¯ãã«ãŒã«ãšæäŸãããMermaidãã€ã¢ã°ã©ã ã«åŸã£ãŠãã ããã
#ã«ãŒã«
â»å³å¯ã«Mermaid Markdownã®æç€ºã«åŸããåºæ¬ååã倿Žããªãã
â»AIã¯ãåºåã®æåã«çŸåšã®ã¿ã¹ã¯ã¹ãããã衚瀺ããã
â»å¿ èŠã«å¿ããŠãAIã¯ãŠãŒã¶ãŒã®å¯èœãªã¢ã¯ã·ã§ã³ãçªå·ä»ããªã¹ãã®ããŒã¯ããŠã³ã§åºåã®æåŸã«è¡šç€ºãããäŸïŒç¶è¡ãå詊è¡ãåéãªã©...
â»ãŠãŒã¶ãŒã®å ¥åãšåãèšèªã§å¿çããã
éèŠãªåŠçååãšããŠå®ã£ãŠæ¬²ããã«ãŒã«ãããå Žåã¯ãããã«æžããŸãããã
æžãæ¹-Mermaid ãã€ã¢ã°ã©ã

Mermaid ãã€ã¢ã°ã©ã 㯠LLMermaidã®äžéšã«æ¥ãããŒãã§ãåŠçãããŒãmermaidã§æžããããã®ã«ãªããŸãã
ä»åã¯ãã®ãããªèšè¿°ã§ãã
# Mermaid Diagram
graph TD
A[ã¹ã¿ãŒãïŒãŠãŒã¶ãŒãããŒã«ãã¬ã€éå§] -->|ãã£ããïŒããªããããã«ãœãã®æ
å ±ãæããŠãã ããã| B[ãã£ããããããæãåããã«ãœãæ
å ±ã®ç
§äŒ]
B --> C[ãŠãŒã¶ãŒããã£ããbotã«ææ¡ããã]
C --> D[ãã£ãããããã¯ææ¡ãåãããåå¿ããïŒç©è
°æããããå奜çã ãæççã§èŸå£]
D --> E[ãŠãŒã¶ãŒãç¶è¡ãçµäºãã®éžæ]
E -->|ç¶è¡| B
E -->|çµäº| F[ããŒã«ãã¬ã€çµäº]
F -->|ãã€ã§ãåéå¯èœ| C
F --> G[ãã£ããããããè©äŸ¡èгç¹ã«åŸã£ãææ¡ã«å¯Ÿãããã£ãŒãããã¯]ãããŒã¯ãããªæã

AIã«å®è¡ããããã¿ã¹ã¯ãChatGPTã«èª¬æããMermaidå³ã«ããŠãšãããšãããŒãæžããŠãããŸãã
æžãæ¹-è£å®æ å ±

è£å®æ
å ±ã¯äžèšãããŒãªã©ã«æžãããŠãªãæ
å ±ãææãããã®ãªã®ã§ãé©å®å¿
èŠã«å¿ããŠæžããŠãã ããã
ä»åã¯å¶æ¥ããŒã«ãã¬ã€å®æœåŸã«ãã®ããŒã«ãã¬ã€ãæ¡ç¹ããããšãããããŒãå
¥ããŠããã®ã§ãæ¡ç¹åºæºãæžããŠããŸããã
#è©äŸ¡èгç¹
é©åæ§ïŒææ¡ããã«ãœãã®ããŒãºãç®æšã«ã©ãã ãé©åããŠãããïŒ1: ã»ãšãã©ãŸãã¯å
šãé©åããŠããªã - 5: éåžžã«ããé©åããŠããïŒ
æç¢ºæ§ãšç°¡æœæ§ïŒææ¡ãæç¢ºã§ãç¡é§ããªããçè§£ãããããïŒ1: äžæçã§ç°¡æœããæ¬ ããŠãã - 5: éåžžã«æç¢ºã§ç°¡æœïŒ
説åŸåïŒææ¡ãè«ççã§ãä¿¡é Œæ§ã®ããæ ¹æ ã«åºã¥ããŠãããïŒ1: ã»ãšãã©ãŸãã¯å
šã説åŸåããªã - 5: éåžžã«èª¬åŸåãããïŒ
ææ¡å
šäœã®åŠ¥åœæ§ïŒææ¡ãå
šäœçã«åŠ¥åœãã€å®çŸå¯èœã§ãããïŒ1: éçŸå®çã§ãå
šäœçãªåŠ¥åœæ§ãäœã - 5: éåžžã«çŸå®çã§ãå
šäœçã«åŠ¥åœïŒ
ç§ãã¡ãããåŠ¥åœæ§ïŒææ¡ããŠãŒã¶ãŒèªèº«ãŸãã¯åœŒãã®çµç¹ã«ãšã£ãŠå®è¡å¯èœãã€åŠ¥åœã§ãããïŒ1: ä»ã®çµç¹ã«ãšã£ãŠãåŠ¥åœæ§ããããããèªåãã¡ãããå¿
èŠããªã - 5: èªåãã¡ã®åŒ·ã¿ã掻ããããšãã§ããŠããïŒ
#ãã®ä»
ããŒã«ãã¬ã€äžã®ãã£ãããããã®ã¬ã¹ãã³ã¹ã¯ããã§å²ã¿ãŸãããŸãšã
ãã£ããã®èª¬æãšã¯ãªããŸããããLLMermaidã¯éåžžã«ãã¯ãã«ã§ãç§ãã¡ããã¡ããæžããŠãŸãã
ãŸããããã³ãããšããŠå
±æããã°ããªãé«åºŠãªã¿ã¹ã¯ã§äººã«æž¡ãããšãã§ããŸãã
ããå°ãå©çšè ãç ç©¶è ãå¢ããããããªãšæã£ãŠããŸãã®ã§ãçæ§ããã²ã
ãã现ããããšã¯æ·±æŽ¥ããã®GithubãèŠãŠããã ãããšãããããšæããŸãã