Puntos Clave<\/h2>\n\n- \u0643\u0648\u062f \u0645\u0635\u062f\u0631 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0647\u0648 \u0627\u0644\u0631\u0627\u0628\u0637 - \u0645\u062d\u0648\u0644\u0627\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u062a\u0648\u062c\u064a\u0647\u060c \u0648\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 - \u0644\u0630\u0627 \u064a\u062c\u0628 \u0641\u0635\u0644 \u0637\u0628\u0642\u0627\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0648\u0627\u0644\u062a\u0648\u062c\u064a\u0647\u060c \u0648\u0627\u0644\u0639\u0631\u0636 \u0644\u062a\u0648\u0633\u064a\u0639 \u0648\u062a\u0628\u062f\u064a\u0644 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0628\u0633\u0647\u0648\u0644\u0629.<\/li>\n
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- \u0642\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0623\u0648\u0644\u064a \u0641\u064a \u0643\u0648\u062f \u0645\u0635\u062f\u0631 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0633\u0631\u0639\u0629 - FastAPI\/Flask + virtualenvs \u062a\u062c\u0639\u0644 \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u0627\u062e\u062a\u0628\u0627\u0631 \u0643\u0648\u062f \u0645\u0635\u062f\u0631 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a GPT \u0648\u062a\u0628\u062f\u064a\u0644 \u0627\u0644\u0645\u0632\u0648\u062f\u064a\u0646 \u0644\u0627\u062d\u0642\u064b\u0627.<\/li>\n
- \u0627\u062e\u062a\u0631 \u0627\u0644\u0644\u063a\u0629 \u062d\u0633\u0628 \u0627\u0644\u062d\u0627\u062c\u0629: \u0643\u0648\u062f \u0645\u0635\u062f\u0631 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0644\u063a\u0629 \u062c\u0627\u0641\u0627 \u064a\u0646\u0627\u0633\u0628 \u062a\u0643\u0627\u0645\u0644\u0627\u062a \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0648\u0623\u062f\u0648\u0627\u062a JVM\u061b \u0628\u064a\u0646\u0645\u0627 \u062a\u0641\u0636\u0644 \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0633\u0631\u064a\u0639\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062d\u0644\u064a\u0629.<\/li>\n
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- \u0627\u0628\u062d\u062b \u0639\u0646 \u0643\u0648\u062f \u0645\u0635\u062f\u0631 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062c\u0627\u0646\u064a \u0645\u0646 \u0623\u0645\u062b\u0644\u0629 \u0648\u062f\u0631\u0648\u0633 \u0645\u0648\u062b\u0648\u0642\u0629 \u0639\u0644\u0649 GitHub\u061b \u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u062a\u0631\u0627\u062e\u064a\u0635 \u0648\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0628\u064a\u0626\u0629 \u0642\u0628\u0644 \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u062a\u062c\u0646\u0628 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0648\u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629.<\/li>\n
- \u0642\u0631\u0631 \u0628\u064a\u0646 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629: \u0643\u0648\u062f \u0645\u0635\u062f\u0631 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a GPT \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u0633\u0631\u0639\u0629 \u0648\u0627\u0644\u062c\u0648\u062f\u0629\u060c \u0623\u0648 \u0643\u0648\u062f \u0645\u0635\u062f\u0631 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u062d\u0644\u064a\u064b\u0627 \u0644\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 - \u0627\u062d\u062a\u0641\u0638 \u0628\u0637\u0628\u0642\u0629 \u0645\u062d\u0648\u0644 \u0644\u0644\u062a\u0628\u062f\u064a\u0644 \u0628\u0633\u0647\u0648\u0644\u0629.<\/li>\n
- \u0642\u0645 \u0628\u062a\u0643\u064a\u064a\u0641 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0646\u0645\u0627\u0637 HTML \u0644\u0643\u0648\u062f \u0645\u0635\u062f\u0631 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0623\u063a\u0644\u0641\u0629 \u0627\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629 \u0628\u062d\u064a\u062b \u062a\u0639\u0645\u0644 \u0646\u0641\u0633 \u0645\u0646\u0637\u0642 \u0627\u0644\u062e\u0644\u0641\u064a\u0629 \u0639\u0644\u0649 \u062a\u0634\u063a\u064a\u0644 Messenger\u060c \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0648\u064a\u0628\u060c \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0623\u0635\u0644\u064a\u0629 \u0628\u0634\u0643\u0644 \u0645\u062a\u0633\u0642.<\/li>\n
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\n- \u0627\u0633\u062a\u0646\u0633\u0627\u062e \u0645\u0633\u062a\u0648\u062f\u0639 \u0645\u0646\u0633\u0642 (\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u0623\u0633\u062a\u0634\u064a\u0631 \u062f\u0644\u064a\u0644 \u0645\u0633\u062a\u0648\u062f\u0639 \u0628\u0648\u062a Messenger \u0639\u0644\u0649 GitHub \u0644\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0628\u062f\u0627\u064a\u0627\u062a \u062c\u064a\u062f\u0629) \u0648\u0641\u062d\u0635 README \u0644\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a.<\/li>\n
- \u0625\u0646\u0634\u0627\u0621 virtualenv \u0623\u0648 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 pyenv\/venv\u060c \u062b\u0645 \u062a\u062b\u0628\u064a\u062a requirements.txt \u0623\u0648 pyproject.toml \u0644\u0627\u0633\u062a\u0646\u0633\u0627\u062e \u0643\u0648\u062f \u0645\u0635\u062f\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0641\u064a \u0628\u064a\u0626\u0629 \u0628\u0627\u064a\u062b\u0648\u0646.<\/li>\n
- \u062a\u0639\u0628\u0626\u0629 .env \u0628\u0645\u0641\u0627\u062a\u064a\u062d API (OpenAI \u0623\u0648 \u0646\u0642\u0627\u0637 \u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u062d\u0644\u064a)\u060c \u0648\u0627\u062e\u062a\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0648\u0623\u0633\u0631\u0627\u0631 webhook \u0628\u062d\u064a\u062b \u064a\u062a\u0645 \u0645\u0635\u0627\u062f\u0642\u0629 \u0643\u0648\u062f \u0645\u0635\u062f\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0628\u0634\u0643\u0644 \u0635\u062d\u064a\u062d.<\/li>\n
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\u0623\u0641\u0636\u0644 \u0627\u0644\u0623\u0637\u0631 \u0627\u0644\u062a\u064a \u062a\u062a\u0646\u0627\u0633\u0628 \u0645\u0639 \u0646\u0645\u0637 \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u062e\u0627\u0635 \u0628\u064a - Flask \u0644\u0644\u0639\u0631\u0648\u0636 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u0628\u0633\u064a\u0637\u0629\u060c FastAPI \u0644\u0645\u0631\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0632\u0627\u0645\u0646 \u0648\u0648\u062b\u0627\u0626\u0642 OpenAPI \u0627\u0644\u0648\u0627\u0636\u062d\u0629. \u0646\u0642\u0627\u0637 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u0623\u0646\u0641\u0630\u0647\u0627 \u0639\u0646\u062f \u062a\u0639\u062f\u064a\u0644 \u0631\u0645\u0632 \u0645\u0635\u062f\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0628\u0644\u063a\u0629 Python:<\/p>\n
\n- \u0646\u0642\u0627\u0637 \u0646\u0647\u0627\u064a\u0629 webhook: \u0645\u0633\u0627\u0631\u0627\u062a POST \u0622\u0645\u0646\u0629 \u062a\u062a\u062d\u0642\u0642 \u0645\u0646 \u062a\u0648\u0642\u064a\u0639\u0627\u062a Messenger \u0648\u062a\u0636\u0639 \u0627\u0644\u0631\u0633\u0627\u0626\u0644 \u0627\u0644\u0648\u0627\u0631\u062f\u0629 \u0641\u064a \u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0627\u0646\u062a\u0638\u0627\u0631 \u0644\u0645\u0648\u062c\u0647 \u0627\u0644\u0646\u064a\u0629.<\/li>\n
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- \u0628\u0631\u0646\u0627\u0645\u062c \u0648\u0633\u064a\u0637 \u0644\u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0645\u062d\u0627\u0648\u0644\u0629 \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0639\u062f\u0644 \u0644\u062d\u0645\u0627\u064a\u0629 \u0631\u0645\u0632 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0645\u0646 \u062a\u0642\u064a\u064a\u062f API \u0648\u0644\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0633\u0644\u0633\u0629.<\/li>\n<\/ul>\n
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- \u0627\u062d\u062a\u0641\u0638 \u0628\u0627\u0644\u062d\u0627\u0644\u0629 \u0645\u062a\u0633\u0642\u0629: \u064a\u062c\u0628 \u0623\u0646 \u062a\u062a\u0637\u0627\u0628\u0642 \u0645\u0639\u0631\u0641\u0627\u062a \u0627\u0644\u062c\u0644\u0633\u0629\u060c \u0648\u0637\u0648\u0627\u0628\u0639 \u0627\u0644\u0632\u0645\u0646 \u0644\u0644\u0631\u0633\u0627\u0626\u0644\u060c \u0648\u0627\u0644\u0631\u0633\u0645 \u0627\u0644\u062a\u0641\u0627\u0624\u0644\u064a \u0639\u0644\u0649 \u062c\u0627\u0646\u0628 \u0627\u0644\u0639\u0645\u064a\u0644 \u0645\u0639 \u062d\u0627\u0644\u0629 \u0627\u0644\u062e\u0627\u062f\u0645 \u0628\u062d\u064a\u062b \u062a\u062a\u0635\u0631\u0641 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0648\u0645\u0646\u0637\u0642 \u0627\u0644\u0646\u0633\u062e \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0637\u064a \u0628\u0646\u0641\u0633 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0639\u0644\u0649 \u0627\u0644\u0648\u064a\u0628 \u0648Messenger.<\/li>\n
- \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621: \u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0623\u0635\u0648\u0644 \u0627\u0644\u062b\u0642\u064a\u0644\u0629 \u0639\u0646\u062f \u0627\u0644\u062d\u0627\u062c\u0629\u060c \u0636\u063a\u0637 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u062a\u0623\u062e\u064a\u0631 \u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0644\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0644\u0645\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u064a \u0642\u062f \u062a\u0632\u064a\u062f \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0639\u0646\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0643\u0648\u062f \u0645\u0635\u062f\u0631 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a.<\/li>\n
- \u0627\u062e\u062a\u0628\u0627\u0631 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0622\u0644\u064a\u0629 \u0648\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u064a\u062f\u0648\u064a\u0629 \u0639\u0628\u0631 \u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d\/\u0627\u0644\u0635\u0648\u062a \u0644\u0636\u0645\u0627\u0646 \u0623\u0646 \u0648\u0627\u062c\u0647\u0629 \u0643\u0648\u062f \u0645\u0635\u062f\u0631 \u062a\u0637\u0628\u064a\u0642 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u0644\u0628\u064a \u0623\u0633\u0627\u0633\u064a\u0627\u062a WCAG.<\/li>\n<\/ul>\n
\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0645\u0633\u0627\u0631\u064b\u0627 \u0633\u0631\u064a\u0639\u064b\u0627 \u0644\u062a\u0634\u063a\u064a\u0644 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0645\u062a\u0635\u0644\u0629 \u0628\u0640 Messenger\u060c \u0627\u062a\u0628\u0639 \u0625\u0639\u062f\u0627\u062f Messenger \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629 \u064a\u0648\u0636\u062d \u0643\u064a\u0641\u064a\u0629 \u062a\u0648\u0635\u064a\u0644 \u0639\u0646\u0635\u0631 \u0648\u0627\u062c\u0647\u0629 \u0648\u064a\u0628 \u0628\u0627\u0644\u0648\u064a\u0628 \u0647\u0648\u0643 \u0627\u0644\u062e\u0627\u0635 \u0628\u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0631\u0633\u0627\u0626\u0644 (\u0643\u064a\u0641\u064a\u0629 \u0625\u0639\u062f\u0627\u062f \u0623\u0648\u0644 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 AI \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0641\u064a \u0623\u0642\u0644 \u0645\u0646 10 \u062f\u0642\u0627\u0626\u0642<\/a>).<\/p>\n\u0643\u0648\u062f \u0645\u0635\u062f\u0631 \u062a\u0637\u0628\u064a\u0642 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0645\u0634\u0631\u0648\u0639 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0639 \u0643\u0648\u062f \u0645\u0635\u062f\u0631: \u0623\u063a\u0644\u0641\u0629 \u0645\u0648\u0628\u0627\u064a\u0644\/\u0648\u064a\u0628\u060c \u062a\u0643\u0627\u0645\u0644\u0627\u062a Java (\u0643\u0648\u062f \u0645\u0635\u062f\u0631 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0644\u063a\u0629 Java)\u060c \u0648\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631<\/h3>\n
\u0644\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u0645\u0646\u062a\u062c\u0627\u062a\u060c \u0623\u0628\u0646\u064a \u0623\u063a\u0644\u0641\u0629 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0643\u062a\u0627\u0628\u0629. \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0628\u0627\u064a\u0644\u060c \u062a\u0633\u062a\u062f\u0639\u064a \u0627\u0644\u063a\u0644\u0627\u0641 \u0627\u0644\u062e\u0641\u064a\u0641 \u0646\u0641\u0633 \u0646\u0642\u0627\u0637 \u0646\u0647\u0627\u064a\u0629 REST\/Graph \u0645\u062b\u0644 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0648\u064a\u0628 \u0648\u062a\u062d\u0627\u0641\u0638 \u0639\u0644\u0649 \u0627\u0644\u0645\u0635\u0627\u062f\u0642\u0629 \u0648\u0627\u0644\u062c\u0644\u0633\u0627\u062a. \u0639\u0646\u062f\u0645\u0627 \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0641\u0631\u0642 \u0623\u0646\u0638\u0645\u0629 JVM\u060c \u0623\u0646\u0642\u0644 \u0641\u0642\u0637 \u0637\u0628\u0642\u0627\u062a \u0627\u0644\u0646\u0642\u0644 \u0648\u0627\u0644\u0645\u0648\u0635\u0644 \u0625\u0644\u0649 \u0648\u062d\u062f\u0627\u062a \u0643\u0648\u062f \u0645\u0635\u062f\u0631 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0644\u063a\u0629 Java \u0648\u0623\u0628\u0642\u064a \u0645\u0646\u0637\u0642 \u0627\u0644\u0646\u064a\u0629 \u0641\u064a \u062e\u062f\u0645\u0627\u062a \u063a\u064a\u0631 \u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0644\u063a\u0629 \u0645\u0639\u064a\u0646\u0629 \u062d\u062a\u0649 \u0623\u062a\u0645\u0643\u0646 \u0645\u0646 \u0646\u0634\u0631 \u0643\u0648\u062f \u0645\u0635\u062f\u0631 \u062f\u0631\u062f\u0634\u0629 \u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0628\u0631 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u062f\u0648\u0646 \u062a\u0643\u0631\u0627\u0631.<\/p>\n
\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u062a\u064a \u0623\u0633\u062a\u062e\u062f\u0645\u0647\u0627:<\/p>\n
\n- \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0634\u0627\u0645\u0644\u0629 \u062a\u062d\u0627\u0643\u064a \u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 Messenger \u0648\u0627\u0644\u0648\u064a\u0628 \u0644\u0631\u0635\u062f \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u0641\u064a \u062a\u0631\u062a\u064a\u0628 \u0627\u0644\u0631\u0633\u0627\u0626\u0644 \u0623\u0648 \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0645\u062d\u0627\u0648\u0644\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0648\u064a\u0628 \u0647\u0648\u0643.<\/li>\n
- \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0642\u062f \u0644\u0637\u0628\u0642\u0629 \u0645\u062d\u0648\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u062d\u062a\u0649 \u0644\u0627 \u064a\u0624\u062f\u064a \u0627\u0644\u062a\u0628\u062f\u064a\u0644 \u0628\u064a\u0646 \u0643\u0648\u062f \u0645\u0635\u062f\u0631 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a GPT (API) \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0625\u0644\u0649 \u0643\u0633\u0631 \u0627\u0644\u0646\u0648\u0627\u064a\u0627.<\/li>\n
- \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u062a\u064a \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u062d\u062f\u0648\u062f \u0627\u0644\u0645\u0639\u062f\u0644 \u0648\u0633\u0644\u0648\u0643 \u0627\u0644\u0627\u0646\u0641\u062c\u0627\u0631 \u0644\u0636\u0645\u0627\u0646 \u062a\u0639\u0627\u0645\u0644 \u0634\u0641\u0631\u0629 \u0645\u0635\u062f\u0631 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0645\u0639 \u0627\u0644\u062d\u062c\u0645 \u0628\u0633\u0644\u0627\u0633\u0629.<\/li>\n<\/ul>\n
\u0644\u062a\u0633\u0631\u064a\u0639 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0641\u064a Messenger\u060c \u0623\u0633\u062a\u0634\u064a\u0631 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u062f\u0631\u0648\u0633 \u0627\u0644\u062a\u064a \u062a\u062a\u0636\u0645\u0646 \u0623\u0646\u0645\u0627\u0637 webhook\u060c \u0648\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u0644\u0646\u0634\u0631\u060c \u0648\u0627\u0644\u0641\u062e\u0627\u062e \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0644\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062d\u064a\u0629 (\u062f\u0631\u0648\u0633 \u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u062d\u0648\u0644 \u0628\u0631\u0646\u0627\u0645\u062c Messenger Bot<\/a>). \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0642\u064a\u0645 \u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0623\u0648 \u0627\u0644\u0645\u062f\u0627\u0631\u0629 \u0643\u062a\u0643\u0645\u0644\u0627\u062a \u0644\u0644\u0639\u0645\u0644 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u0641\u0625\u0646 Brain Pod AI \u062a\u0642\u062f\u0645 \u0639\u0631\u0636 \u0645\u0633\u0627\u0639\u062f \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u064a\u0639\u062a\u0628\u0631\u0647 \u0627\u0644\u0641\u0631\u0642 \u063a\u0627\u0644\u0628\u064b\u0627 \u0639\u0646\u062f\u0645\u0627 \u062a\u062a\u062c\u0627\u0648\u0632 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0642\u062f\u0631\u0627\u062a DIY (\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a Brain Pod AI<\/a>).<\/p>","protected":false},"excerpt":{"rendered":"Key Takeaways ai chatbot source code is the glue\u2014model adapters, routing rules, and UI\u2014so separate model, routing, and presentation layers to scale and swap components easily. Use ai chatbot source code github repos with clear READMEs, LICENSE (MIT\/Apache), examples, and recent commits to avoid wasted integration time. Prototype in ai chatbot source code python for […]<\/p>\n","protected":false},"author":14928,"featured_media":258725,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":"","rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","rank_math_canonical_url":"","rank_math_robots":"","rank_math_facebook_title":"","rank_math_facebook_description":"","rank_math_twitter_title":"","rank_math_twitter_description":""},"categories":[31],"tags":[],"class_list":["post-258727","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts\/258727","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/users\/14928"}],"replies":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/comments?post=258727"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts\/258727\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media\/258725"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media?parent=258727"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/categories?post=258727"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/tags?post=258727"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
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Use ai chatbot source code github repos with clear READMEs, LICENSE (MIT\/Apache), examples, and recent commits to avoid wasted integration time. Prototype in ai chatbot source code python for […]<\/p>\n","protected":false},"author":14928,"featured_media":258725,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":"","rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","rank_math_canonical_url":"","rank_math_robots":"","rank_math_facebook_title":"","rank_math_facebook_description":"","rank_math_twitter_title":"","rank_math_twitter_description":""},"categories":[31],"tags":[],"class_list":["post-258727","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts\/258727","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/users\/14928"}],"replies":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/comments?post=258727"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts\/258727\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media\/258725"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media?parent=258727"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/categories?post=258727"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/tags?post=258727"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}\u0634\u0641\u0631\u0629 GitHub \u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a \u0648\u0634\u0641\u0631\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a: \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u0644\u0631\u0645\u0632 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a<\/h3>\n
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\n
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<\/p>\n\u0623\u064a\u0646 \u064a\u0645\u0643\u0646 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0643\u0648\u062f \u0645\u0635\u062f\u0631 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062c\u0627\u0646\u064a \u0648\u0623\u0645\u062b\u0644\u0629 \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 GPT<\/h2>\n
\u0643\u0648\u062f \u0645\u0635\u062f\u0631 \u0645\u062c\u0627\u0646\u064a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629: \u0645\u0635\u0627\u062f\u0631 \u062a\u062d\u0645\u064a\u0644 \u0645\u0648\u062b\u0648\u0642\u0629 \u0648\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u062a\u0631\u062e\u064a\u0635<\/h3>\n
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\n
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\n