ãã®èšäºã«ã€ããŠ
ççºçãªè©±é¡ãšãªã£ãŠããChatGPTã§ããããã®ããŸãã®ã·ã³ãã«ããé©çšç¯å²ã®åºããæŽ»ç𿹿³ã®å€åœ©ãããããã®èœåãååã«åŒãåºãããšã¯ãªããªãé£ãããã®ã§ããChatGPTã¯ãœãããŠã§ã¢éçºã®å€ãã®ããã»ã¹ã«æŽ»çšã§ããŸããããã®èšäºã§ã¯ã³ãŒãã£ã³ã°ãã§ãŒãºã§ã®æŽ»çšã«ã€ããŠãŸãšããŸãã
å¿çã¯é·ãç©ãå€ãã®ã§ãåºæ¬çã«èšèŒããŸããããã²ChatGPTã«å ¥åããŠã¿ãŠãã ããã
ChatGPTã®äœ¿ãæ¹ã«é¢ããã³ã
-
èæ¯ãåæãååã«äŒããã
ChatGPTã«è³ªåã®èæ¯ãåæãäŒããããšã§ãã粟床ã®é«ãçµæãè¿ããŸããããã®ããã°ã©ã ã¯ããç®çãšãããã®ã®äžéšã§ããäœãããŠããã説æããŠãã ããããã®ããã«è³ªåã«èæ¯ã»åæãä»ãè¶³ãããšéèŠã«ãªãããšããããŸããå¿çã®ç²ŸåºŠãäœããšæããå Žåã¯ããããã£ãåææ¡ä»¶ãªã©ãä»å ããŠäœåºŠã質åããŠã¿ãŸãããã -
ã¹ã¬ããå ã§ã¯æèãæŽ»çšããŠã·ã³ãã«ã«è³ªåããã
ãäžèšã®ã³ãŒããRustã«æžãçŽããŠãããšè³ªåããåŸã« ãJavaã®å Žåã¯ïŒã ã®ããã«è³ªåããŠãæèããChatGPTã«äœãæ±ããŠããã倿ããŠãããã®ã§ãåçš®ã®å 容ã®ããªãšãŒã·ã§ã³ãèŠæ±ãããå Žåã¯å ¥åã®æéãçãããšãã§ããŸããChatGPTã¯æ¥æ¬èªã§ã ããã8000æåçšåºŠã®éå»ã®å¯Ÿè©±ãèšæ¶ããŠããŸãã -
å ¬åŒã¬ã€ããèªã
ããŸãChatGPTãæ±ãããã®è©³ããå ¬åŒæ å ±ãååšããŸããåèæç®ã«èšèŒããŸãã®ã§ãæéã®ããæ¹ã¯èªãã§ã¿ãŠãã ããã
掻çšäŸ
ç°¡åãªãŠãŒãã£ãªãã£ãã¢ã«ãŽãªãºã ãã³ãŒãã£ã³ã°ããŠããã
ã¡ãã£ãšãããŠãŒãã£ãªãã£ãã¢ã«ãŽãªãºã ãªã©ãå°ããäŸåã®ãªãåŠçã§ããã°ã仿§ãäŒããããšã§äžžããšã³ãŒãã£ã³ã°ããé¡ãããããšãã§ããŸãã
Javaã§Liståã®ãã©ã¡ãŒã¿ãåãåããå
é ã"A_"ãŸãã¯"B_"ã§å§ãŸãèŠçŽ ã ããè¿ã颿°ãäœæããŠã
æ¢åã®ã³ãŒããé«éåããªãã¡ã¯ã¿ãªã³ã°ããŠããã
ééã£ãã³ãŒããçæããŠããŸãããšãããã®æ³šæãå¿ èŠã§ããããªãããæ¹ãè¯ãããšãã説æãåºåããŠãããŸãã®ã§ããã®ã¢ã€ãã£ã¢ãåèã«ããããšãã§ããŸãã
äžèšã®ãèšèªã®ã³ãŒããé«éåããŠãã ããã
Code:"""
ã³ãŒãã貌ã
"""
äžèšã®ãèšèªã®ã³ãŒãããªãã¡ã¯ã¿ãªã³ã°ããŠãã ããã
Code:"""
ã³ãŒãã貌ã
"""
æ¢åã®ã³ãŒããå¥ã®èšèªã§æžãçŽã
ChatGPTã¯äž»èŠãªã»ãšãã©ã®èšèªã§å¥ã®èšèªãžã®æžãçŽããã§ããŸããã¢ã»ã³ãã©ãWebAssemblyã«å€æããããšãã§ããŸãã
äžèšã®Javaã³ãŒããRubyã§æžãçŽããŠã
Code: """
List<String> filteredList = new ArrayList<>();
for (String element : list) {
if (element.startsWith("A_") || element.startsWith("B_")) {
filteredList.add(element);
}
}
return filteredList;
"""
ã³ãŒãã®å 容ã説æããŠããã
ããã°ã©ã ãäœãããŠããã説æããŠãããããšãã§ããŸããChatGPTã¯ã³ãŒãã«ã€ããŠã®èæ¯ããªãã¹ãæããŠãããããšã§ç²ŸåºŠãäžããããšãã§ããŸããå šäœãšããŠäœãç®çãšããããã°ã©ã ã®ã³ãŒãã§ããããªã©ã
äžèšã¯PyTorchã䜿ã£ãPythonã®ã³ãŒãã§ããäœãããŠããã説æããŠãã ããã
Code: """
for epoch in range(20):
running_loss = 0.0
for i, data in enumerate(train_loader, 0):
inputs, labels = data
optimizer.zero_grad()
outputs = model(inputs.float()/255.0)
loss = criterion(outputs, labels.view(-1,1).float())
loss.backward()
optimizer.step()
running_loss += loss.item()
"""
ã©ã€ãã©ãªã®äœ¿ãæ¹ãèœãšã穎ã«ã€ããŠæããŠããã
Reactã®useEffect()ã®äœ¿ãæ¹ãšèœãšã穎ãæããŠã
HTMLãJSXã®ãã³ãã¬ãŒããåºåããŠããã
HTMLã®äŸ
ãã£ããçšã®ã¡ãã»ãŒãžå
¥åUIãšããŠé©åãªHTMLãšCSSãåºåããŠãã¢ã€ã³ã³ã«ã¯font awesomeã䜿ã£ãŠæ¬²ããã
JSX(Styled Component)ã®äŸ
ãã£ããçšã®ã¡ãã»ãŒãžå
¥åUIãšããŠé©åãªJSXãšé©åã«åå²ãããStyled ComponentãåºåããŠãã¢ã€ã³ã³ã«ã¯font awesomeã䜿ã£ãŠæ¬²ããã
DSLã®ããŒãµãŒãæžããŠããã
ChatGPTã¯BNFãè§£éããŠãããŸããBNFãšèšèªãæå®ããŠããŒãµãŒãåºåãããããšã§ãç°¡åãªDSLãçŽ æ©ãäœãããšãã§ããŸãã
äžèšã¯ãã¡ã€ã³åºæèšèªã®æ§æã衚ãBNFã§ãããã®èšèªã®ããŒãµãŒãTypeScriptã§å®è£
ããŠãã ããã
BNF: """
<additive-expression> ::= <multiplicative-expression>
| <additive-expression> + <multiplicative-expression>
| <additive-expression> - <multiplicative-expression>
<multiplicative-expression> ::= <primary-expression>
| <multiplicative-expression> * <cast-expression>
| <multiplicative-expression> / <cast-expression>
| <multiplicative-expression> % <cast-expression>
<primary-expression> ::= <identifier> | <constant>
"""
SQLãæžããŠããã
ChatGPTã¯ããŒã¿ããŒã¹ã®ã¹ããŒããçè§£ããŠSQLãæžããŠãããŸããJOINãã§ããŸãããè±åã®ãããã³ã°ãã³ã¡ã³ããªã©ãèæ ®ããŠãããã®ã§ãèªç¶ãªè³ªåãã§ããŸãã
äžèšã®ããŒã¿ããŒã¹ã¹ããŒãããããŸãããã®æãååã"å±±ç°"ã§å§ãŸã人ã®ãã¡ã幎霢ã30æ³ä»¥äžã®ã¢ã«ãŠã³ãã®å¥œããªãšãã£ã¿ãŒãæãåºãSQLãæžããŠãã ããã
Schema: """
CREATE TABLE account(
id INTEGER,
attr1 INTEGER NOT NULL,
/* 奜ããªãšãã£ã¿ãŒ */
attr2 VARCHAR(255) NOT NULL,
);
CREATE TABLE profile(
account_id INTEGER,
name varchar(255),
age integer,
constraint fk_person_id foreign key(person_id) references account(id)
);
"""
Linuxã³ãã³ããæžããŠããã
ãã€ããè€éãªãªãã·ã§ã³ã䜿ã£ãŠèŠæãå¶ããLinuxã³ãã³ããåºåããŠãããŸããåå¿è ã¯çžåœå©ããã®ã§ã¯ãªãã§ããããããŸãããå¥ã®æ¹æ³ã¯ããïŒãã®ããã«èããŠè€æ°ã®è§£æ³ãåŒãåºãããšãã§ããŸããããã©ã³ã®æ¹ãããå¹ççãªè§£æ³ãèŠã€ããã®ã«åœ¹ç«ã¡ãŸãã
ãã£ã¬ã¯ããªhogeããååž°çã«æ¡åŒµåã".txt"ãš".js"ã®ãã¡ã€ã«ãæ€çŽ¢ããŠã"foo"ããå§ãŸãè¡ã®ã¿ãåºåããLinuxã³ãã³ããæžããŠãã ããã
åºåäŸ:
以äžã®ã³ãã³ãã䜿çšããããšã§ãèŠä»¶ãæºããããšãã§ããŸãã
find hoge/ -name "*.txt" -o -name "*.js" -print | xargs grep "^foo"
ãã®ã³ãã³ãã¯ã以äžã®ããã«åäœããŸãã
find hoge/ ã§ hoge ãã£ã¬ã¯ããªããååž°çã«æ€çŽ¢ããŸãã
-name "*.txt" -o -name "*.js" ã§ãæ¡åŒµåã ".txt" ãŸã㯠".js" ã®ãã¡ã€ã«ãæ€çŽ¢ããŸãã
-print ã§ãæ€çŽ¢çµæãæšæºåºåã«è¡šç€ºããŸãã
æšæºåºåã xargs ã§ grep ã«ãã€ãããŸãã
grep "^foo" ã§ã"foo" ããå§ãŸãè¡ã ããæœåºããŸãã
仿§æžäžã®ãªã¹ãã衚ãªã©ãããã°ã©ã ã³ãŒãã«æŽåœ¢ãã
Mapã«æŽåœ¢ãã
äžèšã®è¡šã®NameãšDescriptionãScalaã®Mapã«ããŠã
CSV: """
Name,Description
Hoge,ããã¯Hogeã§ã
Fuga,ããã¯Fugaã§ã
"""
Scalaã®case class(ä»èšèªã®æ§é äœã®ãããªãã®)ã«æŽåœ¢ãã
Scalaã§äžèšã®è¡šã«é©åãªcase classãå®çŸ©ããŠSeqåã«è©°ããŠã
CSV: """
Name,Description
Hoge,ããã¯Hogeã§ã
Fuga,ããã¯Fugaã§ã
"""
ãšã©ãŒã«ã€ããŠæããŠããã
äžè¬çãªãšã©ãŒã«ã€ããŠã¯åå ãè§£æ±ºæ¹æ³ãæããŠãããŸããè¯ãåçãåŸãããªãå Žåã¯ãã©ããã£ãç®çã§äœãããããšããã®ãããšã©ãŒãçºçããã³ãŒããªã©ãæç€ºããŠå床èããšè¯ãåçãåŸãããå ŽåããããŸãã
äžèšã®ãšã©ãŒãåºãŸãããã©ãããã°ããã§ããïŒ
Error: """
"(<class 'RuntimeError'>, RuntimeError('Given groups=1, weight of size [32, 3, 3, 3], expected input[11, 4, 512, 512] to have 3 channels, but got 4 channels instead'), <traceback object at 0x11db1bfc0>)"
"""
ã³ãŒãã«ã³ã¡ã³ããä»å ããŠããã
äžèšã®TypeScriptã®ã³ãŒãã«ã³ã¡ã³ããä»å ããŠãã ããã
Code: """
<<ãœãŒã¹ã³ãŒãã貌ã>>
"""
倿°åã颿°åãèããŠããã
TypeScriptèšèªã§ã課éã¬ãã£ãåããããŠãéããªããªã£ãŠå°ã£ãŠãã人ã§ãããå€å®ãã颿°ã®ååã®åè£ãïŒåèããŠã
å¿çäŸ
isGachaSpendingTooMuch
hasGachaBudgetRunOut
isGachaExpenditureExcessive
hasGachaFundsDepleted
isGachaFinancialStrain
ãããŒããŒã¿ãäœã£ãŠããã
æ¥æ¬äººã®ååããã«ããŒã (挢å)ã§é©åœã«5åèããŠãååãšååã¯ã«ã³ãã§åºåã£ãŠããªã¹ãã§è¡šç€ºããŠã
å¿çäŸ
äœè€, çŸæºå
ç°äž, æ·³äž
äžæ, æ©
å±±æ¬, äžé
ç³å·, æµçŸå
ã³ãŒãã¬ãã¥ãŒããŠããã
ããã°ã©ã èšèªã ãã§ãªãSCSSãHTMLãªã©ãã€ããŒãªèšèªã§ãªããã°ã»ãŒå¯Ÿå¿ããŠãããŸãã
äžèšã®TypeScriptã®ã³ãŒãã«ã€ããŠãåé¡ãæ¹åãã¹ãç¹ããããŸããïŒ
Code: """
<<ãœãŒã¹ã³ãŒãã貌ã>>
"""
ãã¹ããæžããŠããã
äžèšã®TypeScriptã®é¢æ°ã«å¯Ÿããjestã䜿ã£ããã¹ãã³ãŒããåºåããŠãã ããã
Code: """
type Person = {
name: string;
age: number;
};
function isArasa(person: Person): boolean {
return person.age >= 28 && person.age <= 32;
}
"""
ãã¯ããã¯
ã³ãŒãã£ã³ã°èŠçŽãäžãã
ChatGPTãæèãçè§£ããç¹æ§ã掻ãããŠãäºåã«ã³ãŒãã£ã³ã°èŠçŽãäžããŠããããšã§äœ¿ããããã³ãŒããçæãããããšãã§ããŸããã·ã³ãã«ãªã«ãŒã«ã®çŸ åã«ãã念æŒãã®æç« ãªã©ãå ¥ãããšæå®éãã®çµæãåŸãããããã§ãã
1åãã®å ¥åã§æèãäžããïŒ
ä»åŸã®åçã¯äžèšã®æèã«åŸã£ãŠè¡ãªã£ãŠãã ããã
Context: """
TypeScriptã§ããã°ã©ãã³ã°ããŠãã ããã
äžèšã®ã³ãŒãã£ã³ã°èŠåã«åŸã£ãŠãã ããã
- åã¢ãããŒã·ã§ã³ã¯ãã¹ãŠanyã«ããŠãã ãããä»ã®åã¯äœ¿çšçŠæ¢ã§ãã
- 颿°åã¯å
šãŠsnake caseã䜿ã£ãŠãã ããã
- 倿°åã¯å
šãŠsnake caseã䜿ã£ãŠãã ããã
å¯èœãªéãã³ãŒãã£ã³ã°èŠåã«åŸã£ãŠãã ããã
"""
ïŒåç®ä»¥éã§å ·äœçãªæç€ºïŒ
äžèšã®é¢æ°ãå®è£
ããŠãã ããã
1. ïŒã€ã®æååãåãåã£ãŠãæååå
ã«ããæ°å€ãæ£èŠè¡šçŸã䜿ã£ãŠæãåºããŸãã
2. æãåºããæ°å€ãnumberåã«å€æããŸãã
3. ãã£ãšã倧ããæ°å€ã颿°ã®è¿ãå€ãšããŸãã
䟿å©ããŒã«
VSCodeãã©ã°ã€ã³
VSCodeäžã§éžæãããœãŒã¹ã³ãŒãã«å¯ŸããŠãã¹ãã®çæã解説ãã³ã¡ã³ãã®è¿œå ãå®è¡ããŠããããã©ã°ã€ã³ã§ãã
詳ãã解説èšäºãããã®ã§èŠãŠããã ããšèšå®æ¹æ³ãªã©ãããããŸãã
shell_gpt
GPTã®APIãèªãã§ãããCLIããŒã«ã§ããLinuxã³ãã³ããçæããŠå®è¡ããæ©èœãåããŠããŸãã
https://github.com/TheR1D/shell_gpt
ãã®ä»ã®ChatGPTé¢é£èšäº
AIæä»£ã®ãœãããŠã§ã¢éçºã«é¢ããã³ãã¥ããã£
- AIé§åéçºDiscord : AIã䜿ã£ããœãããŠã§ã¢éçºã«ã€ããŠå ±æããã³ãã¥ããã£