????????? ??????? ????????????

???? ? ?????? ?????????? ??????? ??? ?? Ascoos OS ?????? ?? ????????? ??? ???????? ???????????? ?? ????? ?????????? ????????, DSL scripting, NLP ??? ???????? ???? AI. ?? ??????? ??????? ?????????? ???????????, ????????? ?????????? ??? ????????, ?????????? DSL ?? ???????????? ??? ??? ??????? ????? ??????????? ?????????? ???????.

??????

• ??????? ???????????? ?? NLP
• ???????? ????????? ???????????? ?? AI
• ????????? DSL ?? AST ??? ????????
• ???????????? semantic scores ??? ?????????? ?????????????

?????? ??????? ??? Ascoos OS

• TLanguageProcessingAIHandler ????????? ????????????? ??? ?????????
• TNeuralNetworkHandler ???????, ?????????? ??? ???????? ?????????? ???????
• AbstractDslAstBuilder ??????? DSL ??? ?????????? AST
• AstMacroTranslator ????????? ??? ???????? ????????????
• TChartsHandler ?????????? ?????????? semantic scores
• TFilesHandler ?????????? JSON ???????? ??? ?????????? ???????
• TEventHandler ????????? ????????? ????????????
• TErrorMessageHandler ?????????? ????????? ??? ?????????

???? ???????

? ????????? ????????? ?? ??? ?????? PHP: - semantic_macro_profiler.php

???????????? ??? ?? ??????: NLP ???????, ???????? AI, ??????? DSL, ???????? ???????????? ??? ???????.

??????????????

1. PHP ? 8.2
2. ????????????? ?? Ascoos OS ? ?? AWES 26

??? ?????????

1. ???????? macro script ?? DSL ?? semantic ????????.
2. ????????? ?? ??????????? ?? NLP: - ????????? ????????????? (??????, ????????, ????????) - ??????? ??????????????? ???????
3. ?????????? ??? ???????????? ????????? ??????: - ???????: 3 ? ?????: 4 (ReLU) - ?????: 4 ? ??????: 1 (Sigmoid)
4. ???????????? ?????????? ?????????.
5. ?? ? ?????????? > 0.5, ?????????? macro.
6. ????????????? ??????? ??? ???????????? JSON ???????.

?????????? ??????

$sentiment = $nlp->naiveBayesSentiment($text); $concepts = $nlp->conceptActivationVector([...], [$text]); $ai->compile([...]); $ai->fit([...], [...], epochs: 500, lr: 0.01); $score = $ai->predictNetwork([[...]])[0]; if ($score > 0.5) { $macroContainer->executeIfTrue(); } 

??????????? ??????????

?? ? ???????? ????? ?????:

? ???????? ????????????: audit_macro 

??????:

?? ? ??????????? ???????????? ???? ??????? ????????? AI 

?????

• ?????????? Ascoos OS
• ??????? ?????????? Ascoos OS
• AWES Studio
• GitHub Repository

??????????

???????? ?? ??????????? ?? ?????? ??? ????????????, ?? ???????????? ???????? semantic triggers ? ?? ?????????? ?? AI ???????. ????? ?? CONTRIBUTING.md ??? ???????.

????? ??????

???? ? ?????? ?????????? ??? ??? Ascoos General License (AGL). ????? ?? LICENSE.md.