???????????? ???????????? ????? NLP ???????? ??????????? ????????????

???? ? ?????? ?????????? ??????? ??? ?? Ascoos OS ?????? ?? ????????? ???????????? ????? ?????????? ???????? ??????????? ????????????. ???????????? ???????? NLP ??? ?? ????????? ?? ?????????? ??? ?? ???????? ??? ??????, ??? ??????????? macros ???? DSL script ??? ???????????? ?? AST.

??????

• ??????? ?????? ?? `TLanguageProcessingAIHandler`
• ?????????? ????????????? ??? ??????????????? ???????
• ??????? ??????? macro ???? DSL
• ????????? DSL ?? ??????????? ???????
• ???????? macros ???? ?????????? ?????????? ????????

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

• TLanguageProcessingAIHandler NLP ???????, ?????????? ??????? ??? ?????????????
• AbstractDslAstBuilder ??????? DSL ?? AST ???????
• AstMacroTranslator ????????? AST ?? ??????????? ????????? ??? ????????

???? ???????

? ?????? ??????????? ?? ??? ?????? PHP: - semantic_macro_trigger.php

???????????? ??? ?? ??????: NLP ???????, DSL parsing, AST ????????? ??? ???????? ???????.

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

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

?????????? DSL

WHEN sentiment = negative AND topic = "economy" THEN
    TAG "alert"
    NOTIFY "Editor"
    FLAG "Review"

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

1. ? `TLanguageProcessingAIHandler` ??????? ?? ?????.
2. ?? ?????????? ???????? ?? `naiveBayesSentiment()`.
3. ?? ??????? ??????????????? ?? `conceptActivationVector()`.
4. ?? DSL ???????????? ?? AST ?? `AbstractDslAstBuilder`.
5. ? `AstMacroTranslator` ???????????: - `TAG` ? ???????? ???????? - `NOTIFY` ? ?????????? ???????? - `FLAG` ? ?????????? ??? ??????????
6. ?? ??????? ??????????? ???? ?? ? ??????? ????? ??????.

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

$text = "...";
$nlp = new TLanguageProcessingAIHandler();
$sentiment = $nlp->naiveBayesSentiment($text);
$concepts  = $nlp->conceptActivationVector([...], [$text]);

$dsl = <<<DSL
WHEN sentiment = negative AND topic = "economy" THEN
    TAG "alert"
    NOTIFY "Editor"
    FLAG "Review"
DSL;

$astBuilder = new class extends AbstractDslAstBuilder {};
$ast        = $astBuilder->buildAst($dsl);

$translator = new class([...]) extends AstMacroTranslator {};
$macroContainer = $translator->translateAst($ast);
$macroContainer->executeIfTrue();

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

??? ?? ?????????? ????? ???????? ??? ? ???????? ????? "economy":

?? Tagged: alert
? Notification sent to: Editor
? Flagged for: Review

?????

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

??????????

???????? ?? ??????????? ?? DSL ?? ???? ???????, ?? ???????????? ???????? NLP ??????? ? ?? ???????????? ??? ????????? macro. ????? ?? CONTRIBUTING.md ??? ???????.

????? ??????

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