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\n- \u0645\u0642\u062f\u0645\u0648 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0627\u0644\u0630\u064a\u0646 \u0644\u062f\u064a\u0647\u0645 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0645\u062c\u0627\u0646\u064a\u0629 \u0623\u0648 \u0623\u0631\u0635\u062f\u0629 \u062a\u062c\u0631\u064a\u0628\u064a\u0629:<\/strong> \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0635\u062f\u0631 OpenAI \u0623\u0631\u0635\u062f\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0644\u062d\u0633\u0627\u0628\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0648\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0628\u062d\u062b (\u0627\u0646\u0638\u0631 \u0648\u062b\u0627\u0626\u0642 OpenAI)\u060c \u0648\u062a\u0642\u062f\u0645 Google Cloud (Vertex AI) \u0623\u0631\u0635\u062f\u0629 \u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u062d\u0633\u0627\u0628\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0627\u0644\u0645\u0641\u064a\u062f\u0629 \u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0643\u0645\u0627 \u062a\u0642\u062f\u0645 \u0634\u0631\u0643\u0627\u062a \u0645\u062b\u0644 Cohere \u0648Anthropic \u0628\u0634\u0643\u0644 \u062f\u0648\u0631\u064a \u0623\u0631\u0635\u062f\u0629 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0623\u0648 \u062a\u062c\u0627\u0631\u0628.<\/li>\n
- \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641 \u0648\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u064a\u0629:<\/strong> \u062a\u0642\u062f\u0645 Hugging Face \u0645\u0633\u062a\u0648\u0649 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u062c\u062a\u0645\u0639\u064a \u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u061b \u062a\u0648\u0641\u0631 Replicate \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0627\u0644\u0623\u0633\u0648\u0627\u0642 \u0646\u0642\u0627\u0637 \u0646\u0647\u0627\u064a\u0629 \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0623\u0648 \u062a\u062c\u0631\u064a\u0628\u064a\u0629 \u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0639\u064a\u0646\u0629.<\/li>\n
- \u0646\u0645\u0627\u0630\u062c \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627:<\/strong> \u062a\u062a\u064a\u062d \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0641\u064a \u0646\u0638\u0627\u0645 Transformers \u0627\u0644\u0628\u064a\u0626\u064a (\u0648\u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0646\u0642\u0627\u0637 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0644\u0649 Hugging Face) \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062d\u0644\u064a\u064b\u0627 \u0623\u0648 \u0639\u0644\u0649 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0623\u062c\u0631\u0629 \u2014 \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644 \u0645\u062c\u0627\u0646\u064a \u0628\u0627\u0633\u062a\u062b\u0646\u0627\u0621 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0648\u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u0631\u062f\u062f\u064a.<\/li>\n
- \u062a\u0643\u062f\u064a\u0633\u0627\u062a \u0634\u0628\u064a\u0647\u0629 \u0628\u0627\u0644\u062f\u0631\u062f\u0634\u0629:<\/strong> \u0644\u062a\u0645\u062b\u064a\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0639\u0644\u0649 \u0637\u0631\u0627\u0632 ChatGPT \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0644\u064a\u0629\u060c \u0642\u0645 \u0628\u062f\u0645\u062c \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u0639 \u062a\u0646\u0633\u064a\u0642 \u062e\u0641\u064a\u0641 \u0627\u0644\u0648\u0632\u0646 (\u062a\u0648\u0644\u064a\u062f \u0645\u0639\u0632\u0632 \u0628\u0627\u0644\u0627\u0633\u062a\u0631\u062c\u0627\u0639\u060c \u0631\u0648\u0627\u0628\u0637 \u0627\u0644\u0627\u0639\u062a\u062f\u0627\u0644) \u0648\u0646\u0642\u0627\u0637 \u0646\u0647\u0627\u064a\u0629 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u062c\u0627\u0646\u064a.<\/li>\n<\/ul>\n
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\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0645\u062a\u0639\u062f\u062f\u064a\u0646 \u0627\u0644\u0644\u063a\u0627\u062a \u062c\u0627\u0647\u0632\u064a\u0646 \u0644\u0644\u0625\u0646\u062a\u0627\u062c\u060c \u0641\u0625\u0646 Brain Pod AI \u062a\u0642\u062f\u0645 \u0623\u062f\u0648\u0627\u062a \u062a\u062c\u0627\u0631\u064a\u0629 \u0648\u0645\u0633\u0627\u0639\u062f \u062f\u0631\u062f\u0634\u0629 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u062a\u0642\u0648\u0645 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0641\u0631\u0642 \u0628\u062a\u0642\u064a\u064a\u0645\u0647\u0627 \u062c\u0646\u0628\u064b\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628 \u0645\u0639 \u0627\u0644\u062d\u0632\u0645 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627\u061b \u0631\u0627\u062c\u0639 Brain Pod AI (\u0627\u0644\u0635\u0641\u062d\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629) \u0648 \u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a<\/a> \u0635\u0641\u062d\u062a\u0647\u0627 \u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0648\u0627\u0644\u0623\u0633\u0639\u0627\u0631. \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0633\u0627\u0639\u062f\u0629 \u0645\u0646 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u060c \u0627\u0628\u062d\u062b \u0639\u0646 \u201c\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 Reddit\u201d \u0648\u062a\u0635\u0641\u062d \u062a\u0641\u0631\u0639\u0627\u062a GitHub \u0644\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0646\u0645\u0648\u0630\u062c\u064a\u0629 \u0645\u062e\u062a\u0628\u0631\u0629 \u0648\u0623\u0646\u0645\u0627\u0637 \u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629 - \u062b\u0645 \u0627\u0646\u062a\u0642\u0644 \u0628\u062a\u0646\u0641\u064a\u0630\u0643 \u0627\u0644\u0645\u0639\u062a\u0645\u062f \u0625\u0644\u0649 Messenger Bot \u0645\u0639 \u0625\u062f\u0627\u0631\u0629 \u0623\u0633\u0631\u0627\u0631 \u062f\u0642\u064a\u0642\u0629 \u0648\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u062d\u0635\u0635.<\/p>\n![\"API](\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/11\/free-ai-chatbot-api-393684.jpg\" "\\"\\"")
<\/p>\n
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- \u0646\u0645\u0627\u0630\u062c LLMs \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062c\u062a\u0645\u0639:<\/strong> \u062a\u0645\u0643\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0644\u0649 Hugging Face (BLOOM\u060c Pythia\u060c \u0646\u0642\u0627\u0637 \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0645\u0633\u062a\u0645\u062f\u0629 \u0645\u0646 Llama) \u0645\u0646 \u0625\u062c\u0631\u0627\u0621 \u062a\u062c\u0627\u0631\u0628 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u062f\u0631\u062f\u0634\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062c\u0627\u0646\u064a\u0629 \u0639\u0646\u062f\u0645\u0627 \u062a\u0633\u062a\u0636\u064a\u0641 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u062d\u0644\u064a\u064b\u0627 \u0639\u0644\u0649 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0627\u062a \u0623\u0648 \u0645\u062b\u064a\u0644\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u062a\u0643\u0644\u0641\u0629. \u062a\u0633\u0645\u062d \u0647\u0630\u0647 \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0628\u062a\u062f\u0641\u0642 \u0639\u0645\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0625\u0643\u0645\u0627\u0644 \u062f\u0631\u062f\u0634\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0644\u064a\u0629.<\/li>\n
- \u0627\u0644\u062e\u0637\u0637 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0648\u0631\u0635\u064a\u062f \u0627\u0644\u062a\u062c\u0631\u0628\u0629:<\/strong> \u062a\u062a\u064a\u062d \u0644\u0643 \u0637\u0628\u0642\u0629 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u0646 Hugging Face \u0648\u0631\u0635\u064a\u062f \u0627\u0644\u062a\u062c\u0631\u0628\u0629 \u0645\u0646 \u0627\u0644\u0628\u0627\u0626\u0639\u064a\u0646 (OpenAI\u060c Google Vertex AI\u060c Cohere\u060c Anthropic) \u0625\u0646\u0634\u0627\u0621 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062f\u0631\u062f\u0634\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u0639\u0631\u0648\u0636 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629\u061b \u062a\u0630\u0643\u0631 \u0623\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0645\u0624\u0642\u062a\u0629 \u0623\u0648 \u0645\u062d\u062f\u0648\u062f\u0629 \u0627\u0644\u0645\u0639\u062f\u0644\u060c \u0648\u0644\u064a\u0633\u062a \u0645\u0641\u0627\u062a\u064a\u062d \u0625\u0646\u062a\u0627\u062c \u063a\u064a\u0631 \u0645\u062d\u062f\u0648\u062f\u0629.<\/li>\n
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\n- \u0627\u0639\u062a\u0628\u0631 \u0623\u064a \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062f\u0631\u062f\u0634\u0629 AI \u0645\u062c\u0627\u0646\u064a \u0643\u0627\u0639\u062a\u0645\u0627\u062f \u0645\u0624\u0642\u062a \u2014 \u0627\u062d\u062a\u0641\u0638 \u0628\u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0645\u0639\u0632\u0648\u0644\u0629 \u0648\u0645\u064f\u062f\u064e\u0627\u0631\u0629.<\/li>\n
- \u062a\u062d\u0642\u0642 \u0645\u0646 \u062d\u062f\u0648\u062f \u0627\u0644\u0645\u0639\u062f\u0644 \u0642\u0628\u0644 \u062a\u0648\u0635\u064a\u0644 \u0627\u0644\u062a\u062f\u0641\u0642\u0627\u062a \u0641\u064a Messenger Bot \u062d\u062a\u0649 \u0644\u0627 \u062a\u0641\u0634\u0644 \u0627\u0644\u0631\u062f\u0648\u062f \u0627\u0644\u0622\u0644\u064a\u0629 \u0641\u064a \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u0630\u0631\u0648\u0629.<\/li>\n
- \u0627\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0645\u0639 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a \u0648\u0623\u0646\u0645\u0627\u0637 RAG \u0644\u062a\u0642\u0631\u064a\u0628 \u0648\u0638\u0627\u0626\u0641 ChatGPT \u0645\u0639 \u0627\u0644\u0628\u0642\u0627\u0621 \u0636\u0645\u0646 \u062d\u0635\u0635 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li>\n<\/ul>\n
\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0631\u063a\u0628 \u0641\u064a \u062e\u064a\u0627\u0631 \u062a\u062c\u0627\u0631\u064a \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u0644\u0644\u0645\u0642\u0627\u0631\u0646\u0629\u060c \u062a\u0642\u062f\u0645 Brain Pod AI \u0645\u0633\u0627\u0639\u062f \u062f\u0631\u062f\u0634\u0629 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u0645\u0635\u0642\u0648\u0644 \u0648\u0637\u0628\u0642\u0627\u062a \u062a\u0633\u0639\u064a\u0631 \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0642\u064a\u0645\u0647\u0627 \u0627\u0644\u0641\u0631\u0642 \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u062d\u0632\u0645 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (\u0627\u0646\u0638\u0631 \u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u0645\u0646 Brain Pod AI).<\/p>\n
\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 GitHub \u0648\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631: \u0645\u0634\u0627\u0631\u064a\u0639 GitHub\u060c \u0648\u0627\u0644\u0641\u0631\u0648\u0639\u060c \u0648\u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629<\/h3>\n
\u0639\u0646\u062f\u0645\u0627 \u062a\u062a\u062c\u0627\u0648\u0632 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0633\u0631\u064a\u0639\u0629\u060c \u0641\u0625\u0646 \u0623\u0641\u0636\u0644 \u0637\u0631\u064a\u0642\u0629 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0647\u064a \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0643\u0648\u062f \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0639\u0644\u0649 GitHub. \u0623\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0631\u0628\u0637 \u0646\u0642\u0637\u0629 \u062a\u0641\u062a\u064a\u0634 LLM \u0645\u0639 \u063a\u0644\u0627\u0641 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0628\u0631 \u062d\u062a\u0649 \u0623\u062a\u0645\u0643\u0646 \u0645\u0646 \u062a\u0648\u0635\u064a\u0644 \u0646\u0645\u0648\u0630\u062c \u0625\u0644\u0649 Messenger Bot \u0623\u0648 \u0639\u0646\u0635\u0631 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0639\u0644\u0649 \u0645\u0648\u0642\u0639 \u0648\u064a\u0628 \u0645\u0639 \u0627\u0644\u062d\u062f \u0627\u0644\u0623\u062f\u0646\u0649 \u0645\u0646 \u0643\u0648\u062f \u0627\u0644\u0631\u0628\u0637.<\/p>\n
\u0643\u064a\u0641 \u0623\u0642\u064a\u0645 \u0645\u0634\u0627\u0631\u064a\u0639 GitHub \u0648\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0644\u062f\u0631\u062f\u0634\u0629:<\/p>\n
\n- \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u0635\u064a\u0627\u0646\u0629:<\/strong> \u062a\u0634\u064a\u0631 \u0627\u0644\u0641\u0631\u0648\u0639 \u0627\u0644\u0646\u0634\u0637\u0629\u060c \u0648\u0627\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0627\u0644\u0623\u062e\u064a\u0631\u0629\u060c \u0648\u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0648\u0627\u0636\u062d \u0625\u0644\u0649 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u0633\u062a\u0648\u0627\u0643\u0628 \u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c - \u0627\u0628\u062d\u062b \u0639\u0646 \u201c\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 GitHub\u201d \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0623\u0645\u062b\u0644\u0629 \u0648\u062a\u0646\u0641\u064a\u0630\u0627\u062a \u0627\u0644\u0645\u062c\u062a\u0645\u0639.<\/li>\n
- \u0634\u0631\u0648\u0637 \u0627\u0644\u062a\u0631\u062e\u064a\u0635 \u0648\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645:<\/strong> \u062a\u062d\u0642\u0642 \u0645\u0646 \u062a\u0631\u0627\u062e\u064a\u0635 LLM \u0642\u0628\u0644 \u0627\u0644\u0646\u0634\u0631 - \u0628\u0639\u0636 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0634\u062a\u0642\u0629 \u0645\u0646 Llama \u0644\u062f\u064a\u0647\u0627 \u0642\u064a\u0648\u062f \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u061b \u0628\u064a\u0646\u0645\u0627 \u0627\u0644\u0628\u0639\u0636 \u0627\u0644\u0622\u062e\u0631 \u0645\u0631\u0646.<\/li>\n
- \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u062a\u0643\u0627\u0645\u0644:<\/strong> \u0627\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0636\u0645\u0646 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646<\/strong> \u0623\u0645\u062b\u0644\u0629 \u0648SDKs \u062c\u0627\u0641\u0627 \u0633\u0643\u0631\u064a\u0628\u062a \u062d\u062a\u0649 \u0623\u062a\u0645\u0643\u0646 \u0645\u0646 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0628\u0633\u0631\u0639\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u0628\u0646\u0627\u0621 \u0628\u0648\u062a \u0641\u064a\u0633\u0628\u0648\u0643 \u0645\u0627\u0633\u0646\u062c\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0627\u064a\u062b\u0648\u0646<\/a> \u0627\u0644\u062f\u0644\u064a\u0644 \u0623\u0648 \u062f\u0644\u064a\u0644 \u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631 \u0639\u0644\u0649 GitHub<\/a>.<\/li>\n<\/ul>\n
\u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u062a\u064a \u0623\u0633\u062a\u062e\u062f\u0645\u0647\u0627:<\/p>\n
\n- \u0646\u0645\u0627\u0630\u062c + \u062d\u0632\u0645 \u0648\u0642\u062a \u0627\u0644\u062a\u0634\u063a\u064a\u0644:<\/strong> GGML\/llama.cpp \u0623\u0648 \u0623\u0648\u0642\u0627\u062a \u062a\u0634\u063a\u064a\u0644 PyTorch \u0627\u0644\u0645\u0643\u0645\u0645\u0629 \u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0645\u0646\u062e\u0641\u0636 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0645\u0639 \u062a\u063a\u0644\u064a\u0641 FastAPI \u0635\u063a\u064a\u0631 \u0644\u0639\u0631\u0636 \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 \u0639\u0644\u0649 \u0637\u0631\u0627\u0632 ChatGPT. \u0647\u0630\u0627 \u064a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062f\u0631\u062f\u0634\u0629 ai \u0645\u062c\u0627\u0646\u064a\u0629 \u062d\u0642\u064a\u0642\u064a\u0629 \u0628\u062a\u0643\u0644\u0641\u0629 \u062d\u0633\u0627\u0628.<\/li>\n
- \u0645\u062d\u0648\u0631 \u0645\u064f\u062f\u0627\u0631 + \u062a\u0631\u0627\u062c\u0639 \u0645\u062d\u0644\u064a:<\/strong> \u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0645\u0633\u062a\u0636\u0627\u0641 \u0639\u0644\u0649 Hugging Face \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u062a\u0637\u0648\u064a\u0631\u060c \u062b\u0645 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0625\u0644\u0649 \u0646\u0633\u062e\u0629 \u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u0645\u0646 \u0645\u0635\u062f\u0631 \u0645\u0648\u062b\u0648\u0642 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062f\u0631\u062f\u0634\u0629 ai \u0645\u062c\u0627\u0646\u064a\u0629 \u0639\u0644\u0649 GitHub<\/em> \u0644\u0625\u0646\u062a\u0627\u062c \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641.<\/li>\n
- \u0627\u0644\u0623\u0637\u0631:<\/strong> \u062a\u0648\u0641\u0631 Rasa \u0648 Botpress \u062a\u0646\u0633\u064a\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0648\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062f\u0645\u062c \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u062f\u0631\u062f\u0634\u0629 ai \u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u0631\u062f\u0648\u062f - \u0645\u0641\u064a\u062f\u0629 \u0639\u0646\u062f\u0645\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u062f\u0641\u0642\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0627\u0644\u0631\u062f\u0648\u062f \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a\u0629.<\/li>\n<\/ol>\n
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<\/p>\n
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\u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0627\u0644\u0642\u0635\u064a\u0631\u0629: \u0644\u0627 \u0628\u0634\u0643\u0644 \u062f\u0627\u0626\u0645 - \u0644\u0645 \u062a\u0639\u062f OpenAI \u062a\u0642\u062f\u0645 \u0645\u0633\u062a\u0648\u0649 ChatGPT API \u0645\u062c\u0627\u0646\u064a \u062f\u0627\u0626\u0645. \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 ChatGPT API \u0645\u062c\u0627\u0646\u064b\u0627 \u0641\u0642\u0637 \u0645\u0624\u0642\u062a\u064b\u0627 \u0639\u0628\u0631 \u0623\u0631\u0635\u062f\u0629 \u062a\u0631\u0648\u064a\u062c\u064a\u0629\u060c \u0623\u0648 \u0639\u0631\u0648\u0636 \u062a\u062c\u0631\u064a\u0628\u064a\u0629\u060c \u0623\u0648 \u0628\u0631\u0627\u0645\u062c \u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629\/\u0628\u062d\u062b\u064a\u0629 \u062e\u0627\u0635\u0629\u061b \u062e\u0644\u0627\u0641 \u0630\u0644\u0643\u060c \u0641\u0625\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0646\u0642\u0627\u0637 \u0646\u0647\u0627\u064a\u0629 ChatGPT \u0645\u062f\u0641\u0648\u0639. \u0639\u0646\u062f\u0645\u0627 \u0623\u0628\u0646\u064a \u0623\u062a\u0645\u062a\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629\u060c \u0623\u0639\u062a\u0628\u0631 \u0623\u064a \u0648\u0635\u0648\u0644 \u0645\u062c\u0627\u0646\u064a \u0646\u0627\u0641\u0630\u0629 \u0627\u062e\u062a\u0628\u0627\u0631 \u0642\u0635\u064a\u0631\u0629 \u0627\u0644\u0623\u062c\u0644 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0639\u062a\u0645\u0627\u062f \u0625\u0646\u062a\u0627\u062c\u064a.<\/p>\n
\u0645\u0627 \u064a\u0639\u0646\u064a\u0647 \u0630\u0644\u0643 \u0641\u064a \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629:<\/p>\n
\n- \u0631\u0635\u064a\u062f \u062a\u062c\u0631\u064a\u0628\u064a:<\/strong> \u0642\u062f \u062a\u062a\u0644\u0642\u0649 \u062d\u0633\u0627\u0628\u0627\u062a OpenAI \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0623\u0631\u0635\u062f\u0629 \u062a\u0631\u0648\u064a\u062c\u064a\u0629 \u064a\u0645\u0643\u0646\u0643 \u0625\u0646\u0641\u0627\u0642\u0647\u0627 \u0639\u0644\u0649 ChatGPT \u0623\u0648 \u0646\u0642\u0627\u0637 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0625\u0646\u062c\u0627\u0632\u061b \u062a\u062d\u0642\u0642 \u0645\u0646 OpenAI \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0648\u0627\u0644\u062d\u062f\u0648\u062f (OpenAI (\u0631\u0633\u0645\u064a)<\/a>).<\/li>\n
- \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646:<\/strong> \u062a\u0642\u062f\u0645 \u0627\u0644\u0645\u0646\u062d\u060c \u0648\u0627\u0644\u0634\u0631\u0627\u0643\u0627\u062a \u0627\u0644\u0628\u062d\u062b\u064a\u0629\u060c \u0623\u0648 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0623\u062d\u064a\u0627\u0646\u064b\u0627 \u0648\u0635\u0648\u0644\u064b\u0627 \u0645\u062c\u0627\u0646\u064a\u064b\u0627 \u0645\u0645\u062a\u062f\u064b\u0627 \u2014 \u0642\u062f\u0645 \u0637\u0644\u0628\u064b\u0627 \u0645\u0628\u0627\u0634\u0631\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0628\u0627\u0626\u0639\u064a\u0646 \u0625\u0630\u0627 \u0643\u0646\u062a \u0645\u0624\u0647\u0644\u0627\u064b.<\/li>\n
- \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0624\u0642\u062a\u0629:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0645 \u0623\u0631\u0635\u062f\u0629 \u0627\u0644\u0628\u0627\u0626\u0639 \u0623\u0648 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u064a\u0629 \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u062a\u062f\u0641\u0642\u0627\u062a\u060c \u0623\u0648 \u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a \u0627\u0644\u062d\u0648\u0627\u0631\u064a\u0629\u060c \u0623\u0648 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0627\u0639\u062a\u062f\u0627\u0644 \u0642\u0628\u0644 \u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0627\u0644\u062e\u0637\u0637 \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629.<\/li>\n
- \u0644\u0627 \u062a\u0639\u062a\u0645\u062f \u0623\u0628\u062f\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629:<\/strong> \u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0627\u0644\u0645\u0646\u062a\u062f\u064a\u0627\u062a \u0623\u0648 \u0627\u0644\u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629 \u0639\u0627\u0628\u0631\u0629 \u0648\u063a\u064a\u0631 \u0622\u0645\u0646\u0629 \u0644\u0644\u0625\u0646\u062a\u0627\u062c \u2014 \u0642\u0645 \u0628\u062a\u062f\u0648\u064a\u0631 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u0633\u062a\u062e\u062f\u0645 \u0625\u062f\u0627\u0631\u0629 \u0623\u0633\u0631\u0627\u0631 \u0622\u0645\u0646\u0629.<\/li>\n<\/ul>\n
\u0625\u0630\u0627 \u0643\u0646\u062a \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062c\u0627\u0646\u064a \u0645\u0633\u062a\u0645\u0631 \u0644\u0644\u0646\u0645\u0630\u062c\u0629\u060c \u0641\u0643\u0631 \u0641\u064a \u0628\u062f\u0627\u0626\u0644 \u063a\u064a\u0631 OpenAI (\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u0633\u062a\u0636\u0627\u0641 \u0645\u0646 \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0623\u0648 \u0646\u0645\u0627\u0630\u062c \u0645\u0641\u062a\u0648\u062d\u0629 \u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627) \u0644\u062a\u062c\u0646\u0628 \u0627\u0644\u0627\u0646\u0642\u0637\u0627\u0639\u0627\u062a \u0641\u064a \u0633\u064a\u0631 \u0639\u0645\u0644 \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629. \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0648\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0627\u0644\u0622\u0645\u0646 \u0645\u0639 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0639\u0646\u062f \u0631\u0628\u0637 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u0642\u0646\u0648\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629\u060c \u0631\u0627\u062c\u0639 \u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0645\u0639 \u0641\u064a\u0633\u0628\u0648\u0643<\/a> \u0648\u062f\u0644\u064a\u0644 \u062f\u0644\u064a\u0644 \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0645\u0639 \u0628\u0627\u064a\u062b\u0648\u0646<\/a>.<\/p>\n\u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u0642\u0627\u0628\u0644 \u062a\u0633\u0639\u064a\u0631 ChatGPT: \u0627\u0644\u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629\u060c \u062d\u062f\u0648\u062f \u0627\u0644\u0645\u0639\u062f\u0644\u060c \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629<\/h3>\n
\u0627\u062e\u062a\u064a\u0627\u0631 \u0628\u064a\u0646 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u062f\u0641\u0648\u0639 \u0625\u0644\u0649 ChatGPT \u0647\u0648 \u062a\u0628\u0627\u062f\u0644 \u0628\u064a\u0646 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0648\u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0648\u062c\u0648\u062f\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c. \u0623\u0632\u0646 \u0647\u0630\u0647 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0639\u0646\u062f \u062a\u0635\u0645\u064a\u0645 \u0623\u062a\u0645\u062a\u0629 \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629:<\/p>\n
\n- \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0648\u0627\u0644\u062a\u0646\u0628\u0624:<\/strong> \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 (\u062a\u062c\u0631\u064a\u0628\u064a \u0623\u0648 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u062c\u062a\u0645\u0639) \u0631\u0627\u0626\u0639 \u0644\u0644\u062a\u0637\u0648\u064a\u0631\u060c \u0648\u0644\u0643\u0646\u0647 \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u062d\u0635\u0635 \u0644\u0643\u0644 \u062f\u0642\u064a\u0642\u0629 \u0648\u0634\u0647\u0631. \u062a\u0633\u0639\u064a\u0631 ChatGPT (OpenAI) \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0646\u0628\u0624 \u0644\u0644\u0625\u0646\u062a\u0627\u062c \u0648\u064a\u0634\u0645\u0644 SLAs \u0630\u0627\u062a \u0623\u062f\u0627\u0621 \u0623\u0639\u0644\u0649\u060c \u0648\u0644\u0643\u0646\u0647 \u064a\u062a\u0643\u0628\u062f \u062a\u0643\u0627\u0644\u064a\u0641 \u0644\u0643\u0644 \u0631\u0645\u0632\u2014\u062e\u0635\u0635 \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0648\u0641\u0642\u064b\u0627 \u0644\u0630\u0644\u0643.<\/li>\n
- \u062d\u062f\u0648\u062f \u0627\u0644\u0645\u0639\u062f\u0644 \u0648\u0627\u0644\u062a\u0642\u0644\u064a\u0644:<\/strong> \u062a\u0641\u0631\u0636 \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u062d\u062f\u0648\u062f \u0645\u0639\u062f\u0644 \u0623\u0643\u062b\u0631 \u0635\u0631\u0627\u0645\u0629\u061b \u0648\u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0631\u062f\u0648\u062f\u064b\u0627 \u0645\u062e\u0646\u0648\u0642\u0629 \u0641\u064a \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u0630\u0631\u0648\u0629. \u0645\u0646 \u0623\u062c\u0644 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0627\u0644\u0645\u0631\u0646\u060c \u0623\u0637\u0628\u0642 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a\u060c \u0648\u0627\u0644\u062a\u0631\u0627\u062c\u0639 \u0627\u0644\u0623\u0633\u064a\u060c \u0648\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0637\u0648\u0627\u0631\u0626 \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0633\u062a\u0646\u0641\u0627\u062f \u0627\u0644\u062d\u0635\u0629.<\/li>\n
- \u062c\u0648\u062f\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0627\u0644\u0645\u064a\u0632\u0627\u062a:<\/strong> \u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u062a\u062a\u0641\u0648\u0642 \u0646\u0645\u0627\u0630\u062c ChatGPT \u0645\u0646 OpenAI \u0639\u0644\u0649 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0645\u0627\u0633\u0643\u060c \u0648\u0627\u062a\u0628\u0627\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a\u060c \u0648\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0623\u0645\u0627\u0646. \u0625\u0630\u0627 \u0643\u0646\u062a \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062e\u064a\u0627\u0631\u0627\u062a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629\u060c \u0627\u0633\u062a\u0643\u0634\u0641 \u0645\u0631\u0643\u0632 \u0646\u0645\u0627\u0630\u062c Hugging Face \u0644\u0646\u0642\u0627\u0637 \u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0648\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0645\u062c\u062a\u0645\u0639 (Hugging Face (\u0646\u0645\u0627\u0630\u062c \u0648\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a)<\/a>)\u060c \u0623\u0648 LLMs \u0627\u0644\u0643\u0645\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u0644\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629.<\/li>\n
- \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a:<\/strong> \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u062d\u0632\u0645 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0639\u0645\u0644 \u0639\u0645\u0644\u064a\u0627\u062a (\u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0627\u062a\u060c \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629\u060c \u0627\u0644\u062a\u0648\u0633\u0639). \u062a\u0646\u0642\u0644 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629 \u0644\u0640 ChatGPT \u0639\u0628\u0621 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0625\u0644\u0649 \u0627\u0644\u0628\u0627\u0626\u0639\u060c \u0645\u0645\u0627 \u064a\u0633\u0631\u0639 \u0645\u0646 \u0627\u0644\u062a\u0633\u0644\u064a\u0645 \u0648\u0644\u0643\u0646\u0647 \u064a\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0629.<\/li>\n<\/ul>\n
\u0645\u0633\u0627\u0631 \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u0645\u0648\u0635\u0649 \u0628\u0647 \u0627\u0644\u0630\u064a \u0623\u062a\u0628\u0639\u0647:<\/p>\n
\n- \u0627\u0628\u062f\u0623 \u0628\u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \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 \u0623\u0648 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0628\u0627\u0626\u0639 \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a \u0648\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n
- \u0642\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0623\u0648\u0644\u064a \u0641\u064a \u0628\u064a\u0626\u0629 \u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631 \u0645\u062d\u0645\u064a\u0629 \u0648\u0642\u0645 \u0628\u062a\u062c\u0647\u064a\u0632 \u0627\u0644\u062d\u0635\u0635\/\u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633.<\/li>\n
- \u0625\u0630\u0627 \u0632\u0627\u062f\u062a \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0643\u0645\u0648\u0646 \u0623\u0648 \u0627\u0644\u0646\u0637\u0627\u0642 \u0623\u0648 \u0627\u0644\u062c\u0648\u062f\u0629\u060c \u0627\u0646\u062a\u0642\u0644 \u0625\u0644\u0649 \u062e\u0637\u0629 ChatGPT \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629 \u0623\u0648 \u0628\u062f\u064a\u0644 \u0645\u064f\u062f\u0627\u0631\u061b \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0647\u062c\u064a\u0646\u0629 \u062d\u064a\u062b \u064a\u062a\u0639\u0627\u0645\u0644 RAG + \u0646\u0645\u0648\u0630\u062c \u0623\u0635\u063a\u0631 \u0645\u0633\u062a\u0636\u0627\u0641 \u0630\u0627\u062a\u064a\u064b\u0627 \u0645\u0639 \u0645\u0639\u0638\u0645 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0648\u064a\u062a\u0639\u0627\u0645\u0644 ChatGPT \u0645\u0639 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/li>\n<\/ol>\n
\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0642\u0627\u0631\u0646 \u0628\u064a\u0646 \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0648\u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u0627\u0633\u062a\u0634\u0631 \u062f\u0644\u064a\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/a> \u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u062a\u0628\u0627\u062f\u0644\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0646\u0634\u0631. \u0625\u0630\u0627 \u0643\u0646\u062a \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0645\u0633\u0627\u0639\u062f \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u062a\u062c\u0627\u0631\u064a \u0644\u0645\u0642\u0627\u0631\u0646\u062a\u0647 \u0645\u0639 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u0648\u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629\u060c \u0641\u0625\u0646 Brain Pod AI \u062a\u0648\u0641\u0631 \u0645\u0633\u0627\u0639\u062f \u062f\u0631\u062f\u0634\u0629 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u0648\u0634\u0631\u0627\u0626\u062d \u062a\u0633\u0639\u064a\u0631 \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0633\u062a\u0639\u0631\u0636\u0647\u0627 \u0627\u0644\u0641\u0631\u0642 \u0639\u0646\u062f \u062a\u0642\u064a\u064a\u0645 \u0625\u062c\u0645\u0627\u0644\u064a \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0645\u0644\u0643\u064a\u0629.<\/p>\n\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a Google Chat \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a<\/h2>\n\u0647\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a Google Chat \u0645\u062c\u0627\u0646\u064a\u0629\u061f<\/h3>\n
\u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0627\u0644\u0642\u0635\u064a\u0631\u0629: \u062a\u0645\u0643\u064a\u0646 \u0648\u062a\u0643\u0648\u064a\u0646 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a Google Chat \u0645\u062c\u0627\u0646\u064a\u0629 - \u0644\u0627 \u062a\u0648\u062c\u062f \u0631\u0633\u0648\u0645 \u0628\u0628\u0633\u0627\u0637\u0629 \u0644\u062a\u0633\u062c\u064a\u0644 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0623\u0648 \u062a\u0641\u0639\u064a\u0644 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u064a Google Cloud. \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062c\u0631\u0628\u062a\u064a \u0641\u064a \u0628\u0646\u0627\u0621 \u0627\u0644\u062a\u0643\u0627\u0645\u0644\u0627\u062a\u060c \u064a\u0639\u0646\u064a \u0630\u0644\u0643 \u0623\u0646\u0646\u064a \u064a\u0645\u0643\u0646\u0646\u064a \u062a\u0633\u062c\u064a\u0644 \u0631\u0648\u0628\u0648\u062a \u0648\u062a\u0648\u062c\u064a\u0647 \u062a\u0643\u0648\u064a\u0646\u0647 \u0625\u0644\u0649 webhook \u062e\u0627\u0631\u062c\u064a \u062f\u0648\u0646 \u062f\u0641\u0639 Google \u0645\u0642\u0627\u0628\u0644 \u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u062d\u0643\u0645.<\/p>\n
\u0645\u0627 \u0644\u064a\u0633 \u0645\u062c\u0627\u0646\u064a\u064b\u0627 \u0647\u0648 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062f\u0639\u0645 \u0631\u0648\u0628\u0648\u062a\u064b\u0627 \u064a\u0639\u0645\u0644. \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0623\u0646 \u062a\u062e\u0637\u0637 \u0644\u0647\u0627 \u0639\u0646\u062f\u0645\u0627 \u062a\u0646\u062a\u0642\u0644 \u0625\u0644\u0649 \u0645\u0627 \u0647\u0648 \u0623\u0628\u0639\u062f \u0645\u0646 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u062a\u0634\u0645\u0644 \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 (Cloud Run\u060c Cloud Functions\u060c App Engine \u0623\u0648 \u0623\u064a \u0645\u0636\u064a\u0641 \u062e\u0627\u0631\u062c\u064a)\u060c \u0627\u0644\u062a\u0633\u062c\u064a\u0644 \u0648\u0627\u0644\u062a\u062e\u0632\u064a\u0646\u060c \u0627\u0633\u062a\u062f\u0639\u0627\u0621\u0627\u062a \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u0644\u062e\u0631\u0648\u062c \u0627\u0644\u0634\u0628\u0643\u064a \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u060c \u0648\u0623\u064a \u0627\u0633\u062a\u062f\u0639\u0627\u0621\u0627\u062a \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0623\u0648 \u062a\u0636\u0645\u064a\u0646 LLM \u062a\u0642\u0648\u0645 \u0628\u0647\u0627 (\u062a\u0644\u0643 \u064a\u062a\u0645 \u0641\u0648\u062a\u0631\u062a\u0647\u0627 \u0628\u0634\u0643\u0644 \u0645\u0646\u0641\u0635\u0644 \u0645\u0646 \u0642\u0628\u0644 \u0645\u0632\u0648\u062f \u0627\u0644\u0646\u0645\u0648\u0630\u062c). \u062a\u0641\u0631\u0636 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0646\u0641\u0633\u0647\u0627 \u062d\u0635\u0635 \u0648\u062d\u062f\u0648\u062f \u0645\u0639\u062f\u0644\u060c \u0644\u0630\u0627 \u0644\u0627 \u064a\u0632\u0627\u0644 \u064a\u062a\u0639\u064a\u0646 \u0639\u0644\u064a\u0643 \u0648\u062c\u0648\u062f \u0628\u0646\u064a\u0629 \u062a\u062d\u062a\u064a\u0629 \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u062a\u062e\u0641\u064a\u0641 \u0648\u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0645\u062d\u0627\u0648\u0644\u0629.<\/p>\n
\n- \u0645\u062c\u0627\u0646\u064a \u0644\u0644\u0628\u062f\u0621:<\/strong> \u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u060c \u062a\u0643\u0648\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0635\u0641\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u0648\u062c\u064a\u0647 \u0625\u0644\u0649 \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 \u062e\u0627\u0631\u062c\u064a\u0629.<\/li>\n
- \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629:<\/strong> \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629\u060c \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629\u060c Pub\/Sub\u060c \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a LLM (\u0625\u0630\u0627 \u0642\u0645\u062a \u0628\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062f\u0631\u062f\u0634\u0629 AI \u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u0646 \u0637\u0631\u0641 \u062b\u0627\u0644\u062b \u0623\u0648 \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 \u0645\u062f\u0641\u0648\u0639\u0629 \u0644\u0640 ChatGPT).<\/li>\n
- \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u062a\u0634\u063a\u064a\u0644\u064a\u0629:<\/strong> \u0627\u062e\u062a\u0628\u0631 \u0645\u0639 \u0646\u0645\u0627\u0630\u062c \u0623\u0648\u0644\u064a\u0629 \u0630\u0627\u062a \u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0645\u0646\u062e\u0641\u0636\u0629 \u0648\u0627\u0636\u0628\u0637 \u062a\u0646\u0628\u064a\u0647\u0627\u062a \u0627\u0644\u0641\u0648\u062a\u0631\u0629\u061b \u0644\u0627 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062f\u0631\u062f\u0634\u0629 AI \u0645\u062c\u0627\u0646\u064a\u0629 \u0639\u0627\u0628\u0631\u0629 \u0644\u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629.<\/li>\n<\/ul>\n
\u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0645\u062a\u0639\u062f\u062f\u064a\u0646 \u0627\u0644\u0644\u063a\u0627\u062a \u0623\u0648 \u0623\u062f\u0648\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0645\u064f\u062f\u0627\u0631\u0629 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639\u060c \u062a\u0642\u062f\u0645 Brain Pod AI \u0645\u0633\u0627\u0639\u062f \u062f\u0631\u062f\u0634\u0629 \u062a\u062c\u0627\u0631\u064a \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u062a\u0642\u0648\u0645 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u063a\u0627\u0644\u0628\u064b\u0627 \u0628\u062a\u0642\u064a\u064a\u0645\u0647 \u062c\u0646\u0628\u064b\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628 \u0645\u0639 \u062a\u0643\u0627\u0645\u0644\u0627\u062a Google Chat \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u0648\u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 (\u0627\u0646\u0638\u0631 Brain Pod AI (\u0627\u0644\u0635\u0641\u062d\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629) \u0648\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u0645\u0646 Brain Pod AI).<\/p>\n
\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 Python \u0648\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 JavaScript: \u062f\u0645\u062c Google Chat\u060c \u0648\u0627\u0644\u0648\u064a\u0628 \u0647\u0648\u0643\u0633\u060c \u0648\u0623\u0645\u062b\u0644\u0629 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 ai python<\/h3>\n
\u0623\u0642\u0648\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u062a\u0643\u0627\u0645\u0644\u0627\u062a Google Chat \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0637\u0628\u0642\u0629 \u0648\u064a\u0628 \u0647\u0648\u0643 \u0635\u063a\u064a\u0631\u0629 (Python \u0623\u0648 JavaScript) \u062a\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0623\u062d\u062f\u0627\u062b\u060c \u0648\u062a\u0633\u062a\u062f\u0639\u064a \u0646\u0645\u0648\u0630\u062c \u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0648\u062a\u0639\u064a\u062f \u0627\u0644\u0631\u0633\u0627\u0626\u0644. \u0639\u0646\u062f\u0645\u0627 \u0623\u0642\u0648\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0623\u0648\u0644\u064a\u060c \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u0623\u0633\u062a\u062e\u062f\u0645 \u063a\u0644\u0627\u0641 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 ai python \u0623\u0648 \u062e\u0627\u062f\u0645 JavaScript \u062e\u0641\u064a\u0641 \u0627\u0644\u0648\u0632\u0646 \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u062a\u062f\u0641\u0642\u0627\u062a \u0642\u0628\u0644 \u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/p>\n
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\n- \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 \u0648\u064a\u0628 \u0647\u0648\u0643:<\/strong> \u062a\u0639\u0631\u0636 \u0648\u064a\u0628 \u0647\u0648\u0643 HTTPS \u0622\u0645\u0646 \u064a\u062a\u062d\u0642\u0642 \u0645\u0646 \u062a\u0648\u0642\u064a\u0639\u0627\u062a \u0623\u062d\u062f\u0627\u062b Google Chat \u0648\u064a\u0633\u062a\u062c\u064a\u0628 \u0636\u0645\u0646 \u0627\u0644\u0646\u0648\u0627\u0641\u0630 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0627\u0644\u0645\u062a\u0648\u0642\u0639\u0629.<\/li>\n
- SDK \u0627\u0644\u0644\u063a\u0629:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0645 \u0645\u062b\u0627\u0644 Python \u0645\u062e\u062a\u0635\u0631 \u0623\u0648 \u062f\u0627\u0644\u0629 JavaScript (Node.js) \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u062d\u062f\u0627\u062b\u060c \u0648\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u062f\u0631\u062f\u0634\u0629 ai \u0645\u062c\u0627\u0646\u064a\u0629 \u0623\u0648 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0628\u0627\u0626\u0639\u060c \u0648\u062a\u062c\u0645\u064a\u0639 \u0628\u0637\u0627\u0642\u0627\u062a \u0623\u0648 \u0631\u062f\u0648\u062f \u0646\u0635\u064a\u0629.<\/li>\n
- \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d:<\/strong> \u0642\u0645 \u0628\u062a\u062e\u0632\u064a\u0646 \u0623\u064a \u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 ai \u0623\u0648 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a \u0641\u064a \u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u0629 \u0623\u0648 \u0645\u062f\u064a\u0631 \u0627\u0644\u0623\u0633\u0631\u0627\u0631\u061b \u0644\u0627 \u062a\u0642\u0645 \u0623\u0628\u062f\u064b\u0627 \u0628\u0627\u0644\u062a\u0632\u0627\u0645 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0625\u0644\u0649 GitHub.<\/li>\n
- \u0627\u0644\u0646\u0633\u062e \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0637\u064a \u0648\u0627\u0644\u062a\u0642\u0644\u064a\u0644:<\/strong> \u062a\u0646\u0641\u064a\u0630 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0645\u062e\u0632\u0646\u0629 \u0648\u0631\u062f\u0648\u062f \u0645\u062a\u062f\u0647\u0648\u0631\u0629 \u0628\u0634\u0643\u0644 \u0633\u0644\u0633 \u0639\u0646\u062f\u0645\u0627 \u062a\u0646\u0641\u062f \u062d\u0635\u0635 \u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629.<\/li>\n<\/ul>\n
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\n- \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0641\u0636\u0644 \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0627\u0628\u062f\u0623 \u0628\u0648\u064a\u0628 \u0647\u0648\u0643 \u0635\u063a\u064a\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 FastAPI \u0623\u0648 Flask \u064a\u0633\u062a\u062f\u0639\u064a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u0646\u0645\u0630\u062c\u0629\u061b \u0627\u0628\u062d\u062b \u0639\u0646 \u0623\u0645\u062b\u0644\u0629 \u0645\u0646 \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0648 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062f\u0631\u062f\u0634\u0629 ai \u0645\u062c\u0627\u0646\u064a\u0629 \u0639\u0644\u0649 GitHub<\/strong> \u0645\u0634\u0627\u0631\u064a\u0639 \u0644\u0644\u0642\u0648\u0627\u0644\u0628 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629. \u0639\u0646\u062f\u0645\u0627 \u062a\u0643\u0648\u0646 \u062c\u0627\u0647\u0632\u064b\u0627 \u0644\u0646\u0634\u0631 \u062a\u062f\u0641\u0642\u0627\u062a \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0645\u0646 \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0641\u0625\u0646 \u062f\u0644\u064a\u0644 \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0645\u0639 \u0628\u0627\u064a\u062b\u0648\u0646<\/a> \u064a\u0639\u0631\u0636 \u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0627\u0644\u0622\u0645\u0646\u0629 \u0648\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u062a\u064a \u0623\u0639\u064a\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0639\u0628\u0631 \u0627\u0644\u0645\u0646\u0635\u0627\u062a.<\/li>\n
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- \u0639\u0646\u062f \u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0627\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0637\u0628\u0642\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0625\u062b\u0628\u0627\u062a\u0627\u062a \u0633\u0631\u064a\u0639\u0629 \u0644\u0644\u0645\u0641\u0647\u0648\u0645 (\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u062c\u062a\u0645\u0639 Hugging Face) \u0645\u0639 \u0627\u0644\u0646\u0633\u062e \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0637\u064a\u0629 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u0644\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0648\u062a\u062c\u0646\u0628 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0645\u0641\u0631\u0637 \u0639\u0644\u0649 \u0645\u0641\u0627\u062a\u064a\u062d api chatbot ai \u0627\u0644\u0645\u062c\u0627\u0646\u064a<\/strong>.<\/li>\n<\/ul>\n
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<\/p>\n
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- \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0627\u0644\u0633\u0644\u0627\u0645\u0629:<\/strong> \u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u064a\u062a\u0641\u0648\u0642 ChatGPT \u0641\u064a \u0627\u0644\u062a\u0645\u0627\u0633\u0643 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0623\u062f\u0648\u0627\u0631\u060c \u0648\u0627\u0644\u0633\u0644\u0627\u0645\u0629\u060c \u0648\u0627\u062a\u0628\u0627\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a\u060c \u0644\u0630\u0627 \u0641\u0625\u0646\u0647 \u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u064a\u0641\u0648\u0632 \u0641\u064a \u062a\u062c\u0631\u0628\u0629 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0646\u0647\u0627\u0626\u064a \u0645\u0627 \u0644\u0645 \u062a\u0642\u0645 \u0628\u0636\u0628\u0637 \u0646\u0645\u0648\u0630\u062c \u0645\u062c\u0627\u0646\u064a \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631.<\/li>\n
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\u0627\u0644\u0646\u0647\u062c \u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0630\u064a \u0623\u0633\u062a\u062e\u062f\u0645\u0647: \u0642\u064a\u0627\u0633 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0631\u0634\u062d\u064a\u0646 (\u0646\u0645\u0648\u0630\u062c \u062f\u0631\u062f\u0634\u0629 \u0630\u0643\u064a \u0645\u062c\u0627\u0646\u064a \u0623\u0648 \u0646\u0642\u0627\u0637 \u062a\u0641\u062a\u064a\u0634 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631) \u0645\u0642\u0627\u0628\u0644 ChatGPT \u0639\u0644\u0649 \u0646\u0641\u0633 \u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a \u0648\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0645\u0646\u062a\u062c\u0643\u061b \u0642\u064a\u0627\u0633 \u0645\u0639\u062f\u0644 \u0627\u0644\u0647\u0644\u0648\u0633\u0629\u060c \u0648\u0627\u0644\u0643\u0645\u0648\u0646\u060c \u0648\u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0644\u0643\u0644 \u0645\u062d\u0627\u062f\u062b\u0629. \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0625\u0643\u0645\u0627\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0623\u0648 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u062a\u0644\u0628\u064a \u0639\u062a\u0628\u0627\u062a\u0643\u060c \u0627\u0639\u062a\u0628\u0631\u0647\u0627 \u0628\u062f\u064a\u0644\u0627\u064b \u0642\u0627\u0628\u0644\u0627\u064b \u0644\u0644\u062a\u0637\u0628\u064a\u0642\u061b \u062e\u0644\u0627\u0641 \u0630\u0644\u0643\u060c \u0642\u0645 \u0628\u0627\u0644\u0647\u062c\u064a\u0646 - \u0648\u062c\u0647 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0625\u0644\u0649 \u0646\u0642\u0627\u0637 \u0646\u0647\u0627\u064a\u0629 ChatGPT \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629 \u0648\u0627\u062d\u062a\u0641\u0638 \u0628\u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0631\u0648\u062a\u064a\u0646\u064a\u0629 \u0639\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0623\u0631\u062e\u0635.<\/p>\n
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\u0627\u062e\u062a\u064a\u0627\u0631 \u0628\u064a\u0646 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0625\u0643\u0645\u0627\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0648\u0646\u0645\u0648\u0630\u062c \u0645\u0633\u062a\u0636\u0627\u0641 \u0645\u062f\u0641\u0648\u0639 \u0647\u0648 \u0645\u0635\u0641\u0648\u0641\u0629 \u0642\u0631\u0627\u0631\u0627\u062a: \u0627\u0644\u062c\u0648\u062f\u0629 \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a. \u0623\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0645\u0639\u0627\u064a\u064a\u0631 \u0645\u062d\u062f\u062f\u0629 \u0648\u0625\u0634\u0627\u0631\u0627\u062a \u0639\u0645\u0644\u064a\u0629 \u0639\u0646\u062f \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0628\u0634\u0623\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0641\u0636\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062f\u0631\u062f\u0634\u0629 \u0630\u0643\u064a\u0629 \u0645\u062c\u0627\u0646\u064a\u0629 \u0623\u0648 \u0627\u0644\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 ChatGPT \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641.<\/p>\n
\n- \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u062a\u0634\u063a\u064a\u0644\u0647\u0627:<\/strong> \u0642\u0645 \u0628\u062a\u0634\u063a\u064a\u0644 MMLU \u0648 GSM-8K \u0648\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0645\u062c\u0627\u0644 \u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0631\u0634\u062d\u064a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u0639 ChatGPT. \u062a\u062a\u0628\u0639 \u0627\u0644\u062f\u0642\u0629\u060c \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a\u060c \u0648\u0627\u0644\u0627\u062a\u0633\u0627\u0642 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0623\u062f\u0648\u0627\u0631.<\/li>\n
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- \u0645\u062a\u0649 \u062a\u062e\u062a\u0627\u0631 \u0627\u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u0645\u0641\u062a\u0648\u062d:<\/strong> \u0627\u062e\u062a\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u0646 GitHub \u0639\u0646\u062f\u0645\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u0643\u0627\u0645\u0644 \u0641\u064a \u0627\u0644\u0645\u0648\u062c\u0647\u0627\u062a\u060c \u0623\u0648 \u062a\u0643\u0627\u0644\u064a\u0641 \u0634\u0647\u0631\u064a\u0629 \u0645\u062a\u0648\u0642\u0639\u0629 \u0648\u064a\u0645\u0643\u0646\u0643 \u062a\u062d\u0645\u0644 \u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0635\u064a\u0627\u0646\u0629.<\/li>\n
- \u0645\u062a\u0649 \u062a\u062e\u062a\u0627\u0631 \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629:<\/strong> \u0627\u062e\u062a\u0631 ChatGPT \u0623\u0648 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0645\u0639\u0627\u062f\u0644\u0629 \u0639\u0646\u062f\u0645\u0627 \u062a\u0639\u0637\u064a \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u0633\u0631\u0639\u0629 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646\u060c \u0648\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0623\u0645\u0627\u0646 \u0627\u0644\u0645\u062f\u0627\u0631\u0629\u060c \u0648\u062c\u0648\u062f\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0645\u062a\u0633\u0642\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0644\u062a\u0634\u063a\u064a\u0644 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0627\u062a.<\/li>\n<\/ul>\n
\u0646\u0645\u0637 \u0639\u0645\u0644\u064a \u0623\u0637\u0628\u0642\u0647 \u0644\u0631\u0648\u0628\u0648\u062a Messenger:<\/p>\n
\n- \u0642\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0623\u0648\u0644\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0639\u0628\u0631 Hugging Face \u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u062c\u0648\u062f\u0629 \u0628\u0633\u0631\u0639\u0629 (\u0646\u0642\u0627\u0637 \u0646\u0647\u0627\u064a\u0629 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629).<\/li>\n
- \u0627\u0633\u062a\u062e\u062f\u0645 \u0646\u0645\u0648\u0630\u062c\u064b\u0627 \u0643\u0645\u064a\u064b\u0627 \u0645\u0633\u062a\u0636\u0627\u0641\u064b\u0627 \u0630\u0627\u062a\u064a\u064b\u0627 \u0641\u064a \u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0644\u062a\u0642\u062f\u064a\u0631\u0627\u062a \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0648\u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0633\u064a\u0631 \u0639\u0645\u0644 \u062a\u0643\u0627\u0645\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0628\u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 (\u0627\u0646\u0638\u0631 \u0625\u0644\u0649 \u062f\u0644\u064a\u0644 \u0627\u0644\u0623\u0646\u0645\u0627\u0637). \u0628\u0646\u0627\u0621 \u0628\u0648\u062a \u0641\u064a\u0633\u0628\u0648\u0643 \u0645\u0627\u0633\u0646\u062c\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0627\u064a\u062b\u0648\u0646<\/a> .<\/li>\n
- \u0642\u0645 \u0628\u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a A\/B: \u0648\u062c\u0647 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0645\u0646\u062e\u0641\u0636\u0629 \u0625\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0630\u0643\u064a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0625\u0644\u0649 ChatGPT\u060c \u062b\u0645 \u0642\u0627\u0631\u0646 \u0631\u0636\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u0643\u0644\u0641\u0629 \u0643\u0644 \u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n<\/ol>\n
\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0642\u064a\u0645 \u0627\u0644\u0628\u062f\u0627\u0626\u0644 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629\u060c \u064a\u0648\u0641\u0631 Brain Pod AI \u0645\u0633\u0627\u0639\u062f\u064b\u0627 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u0645\u0635\u0642\u0648\u0644\u064b\u0627 \u0648\u0634\u0631\u0627\u0626\u062d \u062a\u0633\u0639\u064a\u0631 \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0642\u0627\u0631\u0646\u0647\u0627 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0645\u0639 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627\u061b \u0631\u0627\u062c\u0639 Brain Pod AI (\u0627\u0644\u0635\u0641\u062d\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629) \u0648\u0635\u0641\u062d\u0629 \u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0644\u0640 Brain Pod AI \u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0648\u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a\u0629 \u0644\u0644\u0645\u0644\u0643\u064a\u0629.<\/p>\n
\u0627\u0644\u062a\u0646\u0641\u064a\u0630\u060c \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0648\u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a\u0629<\/h2>\n\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646: \u062a\u0643\u0627\u0645\u0644 \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629\u060c \u0643\u0648\u062f \u0639\u064a\u0646\u0629\u060c \u0648\u0646\u0634\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 GitHub<\/h3>\n
\u0623\u0642\u0648\u0645 \u0628\u0627\u0644\u0628\u0646\u0627\u0621 \u0648\u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0628\u0633\u0631\u0639\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u062a\u0643\u0627\u0645\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0643\u0633\u0644\u0633\u0644\u0629: \u062a\u0623\u0645\u064a\u0646 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u0646\u0645\u0630\u062c\u0629\u060c \u062a\u0648\u0635\u064a\u0644 \u0648\u064a\u0628 \u0647\u0648\u0643 \u0628\u0627\u064a\u062b\u0648\u0646 \u0635\u063a\u064a\u0631\u060c \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u062d\u0644\u064a\u064b\u0627\u060c \u062b\u0645 \u062f\u0641\u0639 \u0645\u0633\u062a\u0648\u062f\u0639 GitHub \u0627\u0644\u0645\u062e\u062a\u0628\u0631 \u0625\u0644\u0649 \u0627\u0644\u0625\u0646\u062a\u0627\u062c. \u062a\u0628\u062f\u0648 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u062d\u062f \u0627\u0644\u0623\u062f\u0646\u0649 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u0629 \u0647\u0643\u0630\u0627:<\/p>\n
\n- \u0627\u062d\u0635\u0644 \u0639\u0644\u0649 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0623\u0648 \u0645\u0641\u062a\u0627\u062d \u062a\u062c\u0631\u064a\u0628\u064a \u0645\u0646 \u0645\u0632\u0648\u062f (\u0623\u0648 \u0625\u0639\u062f\u0627\u062f \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 \u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u0645\u0646 \u0645\u0633\u062a\u0648\u062f\u0639 GitHub \u0644\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629).<\/li>\n
- \u0623\u0646\u0634\u0626 \u062e\u062f\u0645\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u062e\u0641\u064a\u0641\u0629 \u0627\u0644\u0648\u0632\u0646 (FastAPI \u0623\u0648 Flask) \u062a\u0639\u0631\u0636 \u0648\u064a\u0628 \u0647\u0648\u0643 POST \u0648\u0627\u062d\u062f \u0644\u0627\u0633\u062a\u0642\u0628\u0627\u0644 \u0627\u0644\u0631\u0633\u0627\u0626\u0644 \u0648\u0625\u0631\u062c\u0627\u0639 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a JSON\u2014\u0647\u0630\u0627 \u0647\u0648 \u062c\u0648\u0647\u0631 \u062a\u0643\u0627\u0645\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629.<\/li>\n
- \u0642\u0645 \u0628\u062a\u0646\u0641\u064a\u0630 \u0637\u0628\u0642\u0629 \u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u064a \u062a\u062c\u0631\u062f \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0623\u0648 \u0639\u0645\u064a\u0644 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0645\u062d\u0644\u064a \u062d\u062a\u0649 \u062a\u062a\u0645\u0643\u0646 \u0645\u0646 \u0627\u0644\u062a\u0628\u062f\u064a\u0644 \u0628\u064a\u0646 \u0646\u0642\u0627\u0637 \u0646\u0647\u0627\u064a\u0629 \u0645\u062c\u062a\u0645\u0639 Hugging Face\u060c \u0646\u0645\u0648\u0630\u062c \u0643\u0645\u064a \u0645\u0633\u062a\u0636\u0627\u0641 \u0630\u0627\u062a\u064a\u064b\u0627\u060c \u0623\u0648 \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 ChatGPT \u0645\u062f\u0641\u0648\u0639\u0629 \u062f\u0648\u0646 \u062a\u063a\u064a\u064a\u0631 \u0645\u0646\u0637\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u062f\u064a\u0643.<\/li>\n
- \u0623\u0636\u0641 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0639\u062f\u0644\u060c \u0648\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0646\u0633\u062e \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0637\u064a \u062d\u062a\u0649 \u0644\u0627 \u064a\u0639\u0648\u062f \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0623\u0628\u062f\u064b\u0627 \u0628\u062e\u0637\u0623 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0646\u062f\u0645\u0627 \u064a\u0635\u0644 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u062d\u0635\u0629.<\/li>\n
- \u0627\u062f\u0641\u0639 \u0627\u0644\u0643\u0648\u062f \u0625\u0644\u0649 GitHub\u060c \u0627\u0633\u062a\u062e\u062f\u0645 CI \u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0641\u062d\u0635 \u0648\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a\u060c \u062b\u0645 \u0646\u0634\u0631 \u0625\u0644\u0649 \u0627\u0644\u0645\u0636\u064a\u0641 \u0627\u0644\u0630\u064a \u062a\u062e\u062a\u0627\u0631\u0647 (Cloud Run\u060c Vercel\u060c \u0623\u0648 VPS) \u0648\u0623\u0634\u0631 \u0625\u0639\u062f\u0627\u062f \u0648\u064a\u0628 \u0647\u0648\u0643 \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0625\u0644\u0649 \u0639\u0646\u0648\u0627\u0646 URL \u0627\u0644\u0645\u0646\u0634\u0648\u0631.<\/li>\n<\/ul>\n
\u0646\u0645\u0637 \u062a\u0643\u0627\u0645\u0644 \u0639\u064a\u0646\u0629 (\u0645\u0641\u0627\u0647\u064a\u0645\u064a):<\/p>\n
<\/pre>\n\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u062a\u0646\u0641\u064a\u0630 \u0631\u0626\u064a\u0633\u064a\u0629 \u0623\u062a\u0627\u0628\u0639\u0647\u0627 \u0639\u0646\u062f \u062f\u0645\u062c \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0641\u064a \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629:<\/p>\n
\n- \u0644\u0627 \u062a\u0642\u0645 \u0623\u0628\u062f\u0627\u064b \u0628\u062a\u062e\u0632\u064a\u0646 \u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0641\u064a \u0627\u0644\u0645\u0635\u062f\u0631\u2014\u0627\u0633\u062a\u062e\u062f\u0645 \u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u0629 \u0623\u0648 \u0645\u062f\u064a\u0631 \u0627\u0644\u0623\u0633\u0631\u0627\u0631.<\/li>\n
- \u0642\u0645 \u0628\u062a\u062c\u0631\u064a\u062f \u0645\u0632\u0648\u062f \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u062e\u0644\u0641 \u0648\u0627\u062c\u0647\u0629 \u062d\u062a\u0649 \u0623\u062a\u0645\u0643\u0646 \u0645\u0646 \u0627\u0644\u062a\u0628\u062f\u064a\u0644 \u0628\u064a\u0646 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 (Hugging Face) \u0648\u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 ChatGPT \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629 \u0623\u062b\u0646\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a A\/B.<\/li>\n
- \u0642\u0645 \u0628\u062a\u062c\u0647\u064a\u0632 \u0627\u0644\u0642\u064a\u0627\u0633\u0627\u062a (\u0627\u0644\u0643\u0645\u0648\u0646\u060c \u0645\u0639\u062f\u0644 \u0627\u0644\u0623\u062e\u0637\u0627\u0621\u060c \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0644\u0643\u0644 \u0645\u0643\u0627\u0644\u0645\u0629) \u062d\u062a\u0649 \u0623\u062a\u0645\u0643\u0646 \u0645\u0646 \u062a\u062d\u062f\u064a\u062f \u0645\u062a\u0649 \u064a\u062c\u0628 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u0646 \u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629.<\/li>\n<\/ul>\n
\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0646\u0634\u0631 \u0648\u0627\u0644\u0623\u0645\u062b\u0644\u0629\u060c \u0623\u0633\u062a\u0646\u062f \u0625\u0644\u0649 \u0648\u0623\u0639\u062f\u0644 \u0623\u062f\u0644\u0629 \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0648\u0627\u0644\u062f\u0631\u0648\u0633 \u0627\u0644\u0645\u062c\u0631\u0628\u0629: \u062f\u0644\u064a\u0644 \u0628\u0646\u0627\u0621 \u0628\u0648\u062a \u0641\u064a\u0633\u0628\u0648\u0643 \u0645\u0627\u0633\u0646\u062c\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0627\u064a\u062b\u0648\u0646<\/a> \u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0648\u064a\u0628 \u0647\u0648\u0643\u060c \u0648 \u062f\u0644\u064a\u0644 \u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631 \u0639\u0644\u0649 GitHub<\/a> \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631\u060c \u0648 \u062f\u0644\u064a\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 | \u062f\u0644\u064a\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631<\/a> \u0639\u0646\u062f \u062a\u0642\u064a\u064a\u0645 \u0645\u0632\u0627\u064a\u0627 \u0648\u0639\u064a\u0648\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u0627\u064b. \u0639\u0646\u062f\u0645\u0627 \u0623\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u0646\u0648\u0639 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0623\u0642\u0627\u0631\u0646 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0639\u0644\u0649 Hugging Face (https:\/\/huggingface.co) \u0648\u0623\u0631\u0627\u062c\u0639 \u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0628\u0627\u0626\u0639 \u0645\u062b\u0644 OpenAI (\u0631\u0633\u0645\u064a)<\/a> \u0644\u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0648\u0627\u0644\u062d\u0635\u0635.<\/p>\n\u0645\u062c\u062a\u0645\u0639 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0639\u0644\u0649 Reddit \u0648\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629: \u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u060c \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0648\u0625\u0635\u0644\u0627\u062d\u0647\u0627\u060c \u062a\u0648\u0632\u064a\u0639 \u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629\u060c \u0648\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0641\u064a \u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/h3>\n
\u0625\u062c\u0627\u0628\u0629 \u0648\u0627\u0636\u062d\u0629: \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u0627\u062a \u0627\u0644\u0646\u0634\u0637\u0629 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0639\u0644\u0649 Reddit \u0648 GitHub \u062a\u0633\u0631\u0639 \u0645\u0646 \u0627\u0639\u062a\u0645\u0627\u062f\u0647\u0627\u060c \u0648\u062a\u0638\u0647\u0631 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a API \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0645 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646\u0647\u0627 \u0639\u0644\u0649 GitHub\u060c \u0648\u062a\u0639\u0644\u0645 \u0628\u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0622\u0645\u0646\u0629 \u0645\u062b\u0644 \u0646\u0634\u0631 \u0645\u0641\u0627\u062a\u064a\u062d API \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629. \u0623\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u0627\u062a \u0644\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0643\u0648\u062f \u062a\u0645 \u0627\u062e\u062a\u0628\u0627\u0631\u0647\u060c \u0648\u0646\u0635\u0627\u0626\u062d \u0644\u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a\u060c \u0648\u062a\u0642\u0627\u0631\u064a\u0631 \u0645\u0646 \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u062d\u0648\u0644 \u0627\u062f\u0639\u0627\u0621\u0627\u062a API \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u063a\u064a\u0631 \u0627\u0644\u0645\u062d\u062f\u0648\u062f\u0629.<\/p>\n
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Key Takeaways Multiple routes exist to a free ai chatbot api: use commercial trial credits, hosted community tiers, or self\u2011hosted open\u2011source models depending on your needs. Secure and treat any free ai chatbot api key as a staging credential\u2014rotate keys, store them in secrets, and never commit free ai chatbot api keys to source control. […]<\/p>\n","protected":false},"author":14928,"featured_media":258922,"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":"ChatGPT Free API Key: Best Chatbot APIs (2026)","rank_math_description":"Looking for a chatgpt free api key or developer alternatives? Find free chatbot APIs, Python setup guides, and GitHub resources for your projects in 2026.","rank_math_focus_keyword":"chatgpt free api key","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-258923","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\/258923","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=258923"}],"version-history":[{"count":1,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts\/258923\/revisions"}],"predecessor-version":[{"id":262721,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts\/258923\/revisions\/262721"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media\/258922"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media?parent=258923"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/categories?post=258923"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/tags?post=258923"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
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- \n
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- \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641 \u0648\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u064a\u0629:<\/strong> \u062a\u0642\u062f\u0645 Hugging Face \u0645\u0633\u062a\u0648\u0649 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u062c\u062a\u0645\u0639\u064a \u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u061b \u062a\u0648\u0641\u0631 Replicate \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0627\u0644\u0623\u0633\u0648\u0627\u0642 \u0646\u0642\u0627\u0637 \u0646\u0647\u0627\u064a\u0629 \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0623\u0648 \u062a\u062c\u0631\u064a\u0628\u064a\u0629 \u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0639\u064a\u0646\u0629.<\/li>\n
- \u0646\u0645\u0627\u0630\u062c \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627:<\/strong> \u062a\u062a\u064a\u062d \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0641\u064a \u0646\u0638\u0627\u0645 Transformers \u0627\u0644\u0628\u064a\u0626\u064a (\u0648\u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0646\u0642\u0627\u0637 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0644\u0649 Hugging Face) \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062d\u0644\u064a\u064b\u0627 \u0623\u0648 \u0639\u0644\u0649 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0623\u062c\u0631\u0629 \u2014 \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644 \u0645\u062c\u0627\u0646\u064a \u0628\u0627\u0633\u062a\u062b\u0646\u0627\u0621 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0648\u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u0631\u062f\u062f\u064a.<\/li>\n
- \u062a\u0643\u062f\u064a\u0633\u0627\u062a \u0634\u0628\u064a\u0647\u0629 \u0628\u0627\u0644\u062f\u0631\u062f\u0634\u0629:<\/strong> \u0644\u062a\u0645\u062b\u064a\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0639\u0644\u0649 \u0637\u0631\u0627\u0632 ChatGPT \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0644\u064a\u0629\u060c \u0642\u0645 \u0628\u062f\u0645\u062c \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u0639 \u062a\u0646\u0633\u064a\u0642 \u062e\u0641\u064a\u0641 \u0627\u0644\u0648\u0632\u0646 (\u062a\u0648\u0644\u064a\u062f \u0645\u0639\u0632\u0632 \u0628\u0627\u0644\u0627\u0633\u062a\u0631\u062c\u0627\u0639\u060c \u0631\u0648\u0627\u0628\u0637 \u0627\u0644\u0627\u0639\u062a\u062f\u0627\u0644) \u0648\u0646\u0642\u0627\u0637 \u0646\u0647\u0627\u064a\u0629 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u062c\u0627\u0646\u064a.<\/li>\n<\/ul>\n
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- \n
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- \u0631\u0627\u0642\u0628 \u0627\u0644\u062d\u0635\u0635 \u0648\u062d\u062f\u0648\u062f \u0627\u0644\u0645\u0639\u062f\u0644\u0627\u062a - \u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a \u0628\u0639\u062f\u0645 \u0648\u062c\u0648\u062f \u062d\u062f\u0648\u062f \u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0646\u0627\u062f\u0631\u0629\u061b \u062a\u0648\u0642\u0639 \u062d\u062f\u0648\u062f\u064b\u0627 \u0644\u0644\u062f\u0642\u0627\u0626\u0642 \u0623\u0648 \u0634\u0647\u0631\u064a\u064b\u0627 \u0648\u062a\u062e\u0641\u064a\u0636 \u0627\u0644\u0633\u0631\u0639\u0629.<\/li>\n
- \u0627\u062e\u062a\u0628\u0631 \u0645\u062d\u0644\u064a\u064b\u0627 \u0645\u0639 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646<\/strong> \u0623\u0645\u062b\u0644\u0629 \u0648\u0628\u064a\u0626\u0627\u062a \u0635\u0646\u062f\u0648\u0642 \u0627\u0644\u0631\u0645\u0644 \u0642\u0628\u0644 \u0627\u0644\u0646\u0634\u0631 \u0625\u0644\u0649 \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629\u061b \u0627\u0631\u062c\u0639 \u0625\u0644\u0649 \u062f\u0644\u064a\u0644 \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0645\u0639 \u0628\u0627\u064a\u062b\u0648\u0646<\/a> \u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0628\u0634\u0643\u0644 \u0622\u0645\u0646.<\/li>\n
- \u0627\u0628\u062d\u062b \u0641\u064a \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0639\u0646 \u0623\u063a\u0644\u0641\u0629 \u0645\u0648\u062b\u0648\u0642\u0629 - \u0627\u0628\u062d\u062b \u0639\u0646 \u0645\u0634\u0627\u0631\u064a\u0639 GitHub \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u0629 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0633\u0643\u0631\u0628\u062a\u0627\u062a \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629\u061b \u062f\u0644\u064a\u0644 \u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631 \u0639\u0644\u0649 GitHub<\/a> \u062a\u0633\u0644\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0635\u064a\u0627\u0646\u0629.<\/li>\n<\/ul>\n
\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0645\u062a\u0639\u062f\u062f\u064a\u0646 \u0627\u0644\u0644\u063a\u0627\u062a \u062c\u0627\u0647\u0632\u064a\u0646 \u0644\u0644\u0625\u0646\u062a\u0627\u062c\u060c \u0641\u0625\u0646 Brain Pod AI \u062a\u0642\u062f\u0645 \u0623\u062f\u0648\u0627\u062a \u062a\u062c\u0627\u0631\u064a\u0629 \u0648\u0645\u0633\u0627\u0639\u062f \u062f\u0631\u062f\u0634\u0629 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u062a\u0642\u0648\u0645 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0641\u0631\u0642 \u0628\u062a\u0642\u064a\u064a\u0645\u0647\u0627 \u062c\u0646\u0628\u064b\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628 \u0645\u0639 \u0627\u0644\u062d\u0632\u0645 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627\u061b \u0631\u0627\u062c\u0639 Brain Pod AI (\u0627\u0644\u0635\u0641\u062d\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629) \u0648 \u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a<\/a> \u0635\u0641\u062d\u062a\u0647\u0627 \u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0648\u0627\u0644\u0623\u0633\u0639\u0627\u0631. \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0633\u0627\u0639\u062f\u0629 \u0645\u0646 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u060c \u0627\u0628\u062d\u062b \u0639\u0646 \u201c\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 Reddit\u201d \u0648\u062a\u0635\u0641\u062d \u062a\u0641\u0631\u0639\u0627\u062a GitHub \u0644\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0646\u0645\u0648\u0630\u062c\u064a\u0629 \u0645\u062e\u062a\u0628\u0631\u0629 \u0648\u0623\u0646\u0645\u0627\u0637 \u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629 - \u062b\u0645 \u0627\u0646\u062a\u0642\u0644 \u0628\u062a\u0646\u0641\u064a\u0630\u0643 \u0627\u0644\u0645\u0639\u062a\u0645\u062f \u0625\u0644\u0649 Messenger Bot \u0645\u0639 \u0625\u062f\u0627\u0631\u0629 \u0623\u0633\u0631\u0627\u0631 \u062f\u0642\u064a\u0642\u0629 \u0648\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u062d\u0635\u0635.<\/p>\n
<\/p>\n\u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u062a\u0645\u0627\u0645\u064b\u0627 \u0648\u0627\u0644\u062a\u0646\u0627\u0632\u0644\u0627\u062a<\/h2>\n
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- \n
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- \u0646\u0645\u0627\u0630\u062c LLMs \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062c\u062a\u0645\u0639:<\/strong> \u062a\u0645\u0643\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0644\u0649 Hugging Face (BLOOM\u060c Pythia\u060c \u0646\u0642\u0627\u0637 \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0645\u0633\u062a\u0645\u062f\u0629 \u0645\u0646 Llama) \u0645\u0646 \u0625\u062c\u0631\u0627\u0621 \u062a\u062c\u0627\u0631\u0628 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u062f\u0631\u062f\u0634\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062c\u0627\u0646\u064a\u0629 \u0639\u0646\u062f\u0645\u0627 \u062a\u0633\u062a\u0636\u064a\u0641 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u062d\u0644\u064a\u064b\u0627 \u0639\u0644\u0649 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0627\u062a \u0623\u0648 \u0645\u062b\u064a\u0644\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u062a\u0643\u0644\u0641\u0629. \u062a\u0633\u0645\u062d \u0647\u0630\u0647 \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0628\u062a\u062f\u0641\u0642 \u0639\u0645\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0625\u0643\u0645\u0627\u0644 \u062f\u0631\u062f\u0634\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0644\u064a\u0629.<\/li>\n
- \u0627\u0644\u062e\u0637\u0637 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0648\u0631\u0635\u064a\u062f \u0627\u0644\u062a\u062c\u0631\u0628\u0629:<\/strong> \u062a\u062a\u064a\u062d \u0644\u0643 \u0637\u0628\u0642\u0629 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u0646 Hugging Face \u0648\u0631\u0635\u064a\u062f \u0627\u0644\u062a\u062c\u0631\u0628\u0629 \u0645\u0646 \u0627\u0644\u0628\u0627\u0626\u0639\u064a\u0646 (OpenAI\u060c Google Vertex AI\u060c Cohere\u060c Anthropic) \u0625\u0646\u0634\u0627\u0621 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062f\u0631\u062f\u0634\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u0639\u0631\u0648\u0636 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629\u061b \u062a\u0630\u0643\u0631 \u0623\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0645\u0624\u0642\u062a\u0629 \u0623\u0648 \u0645\u062d\u062f\u0648\u062f\u0629 \u0627\u0644\u0645\u0639\u062f\u0644\u060c \u0648\u0644\u064a\u0633\u062a \u0645\u0641\u0627\u062a\u064a\u062d \u0625\u0646\u062a\u0627\u062c \u063a\u064a\u0631 \u0645\u062d\u062f\u0648\u062f\u0629.<\/li>\n
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1. \u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0633\u0631\u064a\u0639\u0629: \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0648\u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f\u0627\u062a \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a\u0629<\/h4>\n
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2. \u0627\u0644\u0633\u064a\u0637\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u062f\u0649 \u0627\u0644\u0637\u0648\u064a\u0644: \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u0633\u062a\u0636\u0627\u0641 \u0630\u0627\u062a\u064a\u064b\u0627 + RAG<\/h4>\n
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3. \u062e\u0637\u0637 SaaS \u0645\u062c\u0627\u0646\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u0623\u0628\u062f: \u0645\u062d\u062f\u0648\u062f\u0629 \u0648\u0644\u0643\u0646 \u0633\u0647\u0644\u0629<\/h4>\n
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\u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0639\u0646\u062f \u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a:<\/p>\n
- \n
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- \n
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- \u062a\u062d\u0642\u0642 \u0645\u0646 \u062d\u062f\u0648\u062f \u0627\u0644\u0645\u0639\u062f\u0644 \u0642\u0628\u0644 \u062a\u0648\u0635\u064a\u0644 \u0627\u0644\u062a\u062f\u0641\u0642\u0627\u062a \u0641\u064a Messenger Bot \u062d\u062a\u0649 \u0644\u0627 \u062a\u0641\u0634\u0644 \u0627\u0644\u0631\u062f\u0648\u062f \u0627\u0644\u0622\u0644\u064a\u0629 \u0641\u064a \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u0630\u0631\u0648\u0629.<\/li>\n
- \u0627\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0645\u0639 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a \u0648\u0623\u0646\u0645\u0627\u0637 RAG \u0644\u062a\u0642\u0631\u064a\u0628 \u0648\u0638\u0627\u0626\u0641 ChatGPT \u0645\u0639 \u0627\u0644\u0628\u0642\u0627\u0621 \u0636\u0645\u0646 \u062d\u0635\u0635 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li>\n<\/ul>\n
\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0631\u063a\u0628 \u0641\u064a \u062e\u064a\u0627\u0631 \u062a\u062c\u0627\u0631\u064a \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u0644\u0644\u0645\u0642\u0627\u0631\u0646\u0629\u060c \u062a\u0642\u062f\u0645 Brain Pod AI \u0645\u0633\u0627\u0639\u062f \u062f\u0631\u062f\u0634\u0629 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u0645\u0635\u0642\u0648\u0644 \u0648\u0637\u0628\u0642\u0627\u062a \u062a\u0633\u0639\u064a\u0631 \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0642\u064a\u0645\u0647\u0627 \u0627\u0644\u0641\u0631\u0642 \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u062d\u0632\u0645 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (\u0627\u0646\u0638\u0631 \u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u0645\u0646 Brain Pod AI).<\/p>\n
\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 GitHub \u0648\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631: \u0645\u0634\u0627\u0631\u064a\u0639 GitHub\u060c \u0648\u0627\u0644\u0641\u0631\u0648\u0639\u060c \u0648\u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629<\/h3>\n
\u0639\u0646\u062f\u0645\u0627 \u062a\u062a\u062c\u0627\u0648\u0632 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0633\u0631\u064a\u0639\u0629\u060c \u0641\u0625\u0646 \u0623\u0641\u0636\u0644 \u0637\u0631\u064a\u0642\u0629 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0647\u064a \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0643\u0648\u062f \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0639\u0644\u0649 GitHub. \u0623\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0631\u0628\u0637 \u0646\u0642\u0637\u0629 \u062a\u0641\u062a\u064a\u0634 LLM \u0645\u0639 \u063a\u0644\u0627\u0641 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0628\u0631 \u062d\u062a\u0649 \u0623\u062a\u0645\u0643\u0646 \u0645\u0646 \u062a\u0648\u0635\u064a\u0644 \u0646\u0645\u0648\u0630\u062c \u0625\u0644\u0649 Messenger Bot \u0623\u0648 \u0639\u0646\u0635\u0631 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0639\u0644\u0649 \u0645\u0648\u0642\u0639 \u0648\u064a\u0628 \u0645\u0639 \u0627\u0644\u062d\u062f \u0627\u0644\u0623\u062f\u0646\u0649 \u0645\u0646 \u0643\u0648\u062f \u0627\u0644\u0631\u0628\u0637.<\/p>\n
\u0643\u064a\u0641 \u0623\u0642\u064a\u0645 \u0645\u0634\u0627\u0631\u064a\u0639 GitHub \u0648\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0644\u062f\u0631\u062f\u0634\u0629:<\/p>\n
- \n
- \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u0635\u064a\u0627\u0646\u0629:<\/strong> \u062a\u0634\u064a\u0631 \u0627\u0644\u0641\u0631\u0648\u0639 \u0627\u0644\u0646\u0634\u0637\u0629\u060c \u0648\u0627\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0627\u0644\u0623\u062e\u064a\u0631\u0629\u060c \u0648\u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0648\u0627\u0636\u062d \u0625\u0644\u0649 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u0633\u062a\u0648\u0627\u0643\u0628 \u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c - \u0627\u0628\u062d\u062b \u0639\u0646 \u201c\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 GitHub\u201d \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0623\u0645\u062b\u0644\u0629 \u0648\u062a\u0646\u0641\u064a\u0630\u0627\u062a \u0627\u0644\u0645\u062c\u062a\u0645\u0639.<\/li>\n
- \u0634\u0631\u0648\u0637 \u0627\u0644\u062a\u0631\u062e\u064a\u0635 \u0648\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645:<\/strong> \u062a\u062d\u0642\u0642 \u0645\u0646 \u062a\u0631\u0627\u062e\u064a\u0635 LLM \u0642\u0628\u0644 \u0627\u0644\u0646\u0634\u0631 - \u0628\u0639\u0636 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0634\u062a\u0642\u0629 \u0645\u0646 Llama \u0644\u062f\u064a\u0647\u0627 \u0642\u064a\u0648\u062f \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u061b \u0628\u064a\u0646\u0645\u0627 \u0627\u0644\u0628\u0639\u0636 \u0627\u0644\u0622\u062e\u0631 \u0645\u0631\u0646.<\/li>\n
- \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u062a\u0643\u0627\u0645\u0644:<\/strong> \u0627\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0636\u0645\u0646 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646<\/strong> \u0623\u0645\u062b\u0644\u0629 \u0648SDKs \u062c\u0627\u0641\u0627 \u0633\u0643\u0631\u064a\u0628\u062a \u062d\u062a\u0649 \u0623\u062a\u0645\u0643\u0646 \u0645\u0646 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0628\u0633\u0631\u0639\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u0628\u0646\u0627\u0621 \u0628\u0648\u062a \u0641\u064a\u0633\u0628\u0648\u0643 \u0645\u0627\u0633\u0646\u062c\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0627\u064a\u062b\u0648\u0646<\/a> \u0627\u0644\u062f\u0644\u064a\u0644 \u0623\u0648 \u062f\u0644\u064a\u0644 \u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631 \u0639\u0644\u0649 GitHub<\/a>.<\/li>\n<\/ul>\n
\u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u062a\u064a \u0623\u0633\u062a\u062e\u062f\u0645\u0647\u0627:<\/p>\n
- \n
- \u0646\u0645\u0627\u0630\u062c + \u062d\u0632\u0645 \u0648\u0642\u062a \u0627\u0644\u062a\u0634\u063a\u064a\u0644:<\/strong> GGML\/llama.cpp \u0623\u0648 \u0623\u0648\u0642\u0627\u062a \u062a\u0634\u063a\u064a\u0644 PyTorch \u0627\u0644\u0645\u0643\u0645\u0645\u0629 \u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0645\u0646\u062e\u0641\u0636 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0645\u0639 \u062a\u063a\u0644\u064a\u0641 FastAPI \u0635\u063a\u064a\u0631 \u0644\u0639\u0631\u0636 \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 \u0639\u0644\u0649 \u0637\u0631\u0627\u0632 ChatGPT. \u0647\u0630\u0627 \u064a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062f\u0631\u062f\u0634\u0629 ai \u0645\u062c\u0627\u0646\u064a\u0629 \u062d\u0642\u064a\u0642\u064a\u0629 \u0628\u062a\u0643\u0644\u0641\u0629 \u062d\u0633\u0627\u0628.<\/li>\n
- \u0645\u062d\u0648\u0631 \u0645\u064f\u062f\u0627\u0631 + \u062a\u0631\u0627\u062c\u0639 \u0645\u062d\u0644\u064a:<\/strong> \u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0645\u0633\u062a\u0636\u0627\u0641 \u0639\u0644\u0649 Hugging Face \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u062a\u0637\u0648\u064a\u0631\u060c \u062b\u0645 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0625\u0644\u0649 \u0646\u0633\u062e\u0629 \u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u0645\u0646 \u0645\u0635\u062f\u0631 \u0645\u0648\u062b\u0648\u0642 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062f\u0631\u062f\u0634\u0629 ai \u0645\u062c\u0627\u0646\u064a\u0629 \u0639\u0644\u0649 GitHub<\/em> \u0644\u0625\u0646\u062a\u0627\u062c \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641.<\/li>\n
- \u0627\u0644\u0623\u0637\u0631:<\/strong> \u062a\u0648\u0641\u0631 Rasa \u0648 Botpress \u062a\u0646\u0633\u064a\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0648\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062f\u0645\u062c \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u062f\u0631\u062f\u0634\u0629 ai \u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u0631\u062f\u0648\u062f - \u0645\u0641\u064a\u062f\u0629 \u0639\u0646\u062f\u0645\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u062f\u0641\u0642\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0627\u0644\u0631\u062f\u0648\u062f \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a\u0629.<\/li>\n<\/ol>\n
\u0623\u0648\u0635\u064a \u0628\u0627\u0644\u0628\u062f\u0621 \u0628\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u060c \u062b\u0645 \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0646\u0638\u0627\u0645: \u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0637\u0644\u0628\u0627\u062a\u060c \u0648\u0637\u0628\u0642\u0629 \u0627\u0644\u0625\u0634\u0631\u0627\u0641 \u0644\u062d\u0645\u0627\u064a\u0629 \u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0623\u0646\u0645\u0627\u0637 \u062a\u0643\u0627\u0645\u0644 \u0639\u0645\u0644\u064a\u0629 \u0648\u0639\u0645\u0644\u064a\u0629 \u0646\u0634\u0631 \u0645\u062e\u062a\u0628\u0631\u0629\u060c \u062a\u062d\u0642\u0642 \u0645\u0646 \u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0645\u0639 \u0641\u064a\u0633\u0628\u0648\u0643<\/a> \u0627\u0644\u0645\u0642\u0627\u0644\u0629 \u0648 \u062f\u0644\u064a\u0644 \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0645\u0639 \u0628\u0627\u064a\u062b\u0648\u0646<\/a> \u0644\u0646\u0642\u0644 \u0623\u0645\u062b\u0644\u0629 GitHub \u0625\u0644\u0649 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0622\u0645\u0646 \u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629.<\/p>\n
\u0623\u062e\u064a\u0631\u064b\u0627\u060c \u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0642\u0646\u0648\u0627\u062a \u0627\u0644\u0645\u062c\u062a\u0645\u0639 - \u0627\u0628\u062d\u062b \u0639\u0646 \u201capi chatbot ai \u0627\u0644\u0645\u062c\u0627\u0646\u064a reddit\u201d \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0646\u0635\u0627\u0626\u062d \u0627\u0644\u0646\u0634\u0631 \u0648\u0645\u0631\u0627\u062c\u0639\u0629 \u0645\u0641\u0627\u062a\u064a\u062d api chatbot ai \u0627\u0644\u0645\u062c\u0627\u0646\u064a<\/strong> \u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0627\u062a\u060c \u0648\u0644\u0643\u0646 \u0644\u0627 \u062a\u0639\u062a\u0645\u062f \u0623\u0628\u062f\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629 \u0644\u0644\u0625\u0646\u062a\u0627\u062c. \u0627\u0633\u062a\u062e\u062f\u0645 \u062a\u0644\u0643 \u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0623\u0641\u0636\u0644 api chatbot ai \u0627\u0644\u0645\u062c\u0627\u0646\u064a<\/strong> \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0648\u0627\u0644\u0641\u0631\u0648\u0639 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u0631\u0639 \u0628\u0646\u0627\u0621 \u062a\u062c\u0627\u0631\u0628 \u0645\u062d\u0627\u062f\u062b\u0629 \u0645\u0648\u062b\u0648\u0642\u0629.<\/p>\n
<\/p>\n\u0623\u0633\u0626\u0644\u0629 \u062d\u0648\u0644 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 ChatGPT API \u0648\u0627\u0644\u062a\u0643\u0644\u0641\u0629<\/h2>\n
\u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 ChatGPT API \u0645\u062c\u0627\u0646\u064b\u0627\u061f<\/h3>\n
\u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0627\u0644\u0642\u0635\u064a\u0631\u0629: \u0644\u0627 \u0628\u0634\u0643\u0644 \u062f\u0627\u0626\u0645 - \u0644\u0645 \u062a\u0639\u062f OpenAI \u062a\u0642\u062f\u0645 \u0645\u0633\u062a\u0648\u0649 ChatGPT API \u0645\u062c\u0627\u0646\u064a \u062f\u0627\u0626\u0645. \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 ChatGPT API \u0645\u062c\u0627\u0646\u064b\u0627 \u0641\u0642\u0637 \u0645\u0624\u0642\u062a\u064b\u0627 \u0639\u0628\u0631 \u0623\u0631\u0635\u062f\u0629 \u062a\u0631\u0648\u064a\u062c\u064a\u0629\u060c \u0623\u0648 \u0639\u0631\u0648\u0636 \u062a\u062c\u0631\u064a\u0628\u064a\u0629\u060c \u0623\u0648 \u0628\u0631\u0627\u0645\u062c \u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629\/\u0628\u062d\u062b\u064a\u0629 \u062e\u0627\u0635\u0629\u061b \u062e\u0644\u0627\u0641 \u0630\u0644\u0643\u060c \u0641\u0625\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0646\u0642\u0627\u0637 \u0646\u0647\u0627\u064a\u0629 ChatGPT \u0645\u062f\u0641\u0648\u0639. \u0639\u0646\u062f\u0645\u0627 \u0623\u0628\u0646\u064a \u0623\u062a\u0645\u062a\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629\u060c \u0623\u0639\u062a\u0628\u0631 \u0623\u064a \u0648\u0635\u0648\u0644 \u0645\u062c\u0627\u0646\u064a \u0646\u0627\u0641\u0630\u0629 \u0627\u062e\u062a\u0628\u0627\u0631 \u0642\u0635\u064a\u0631\u0629 \u0627\u0644\u0623\u062c\u0644 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0639\u062a\u0645\u0627\u062f \u0625\u0646\u062a\u0627\u062c\u064a.<\/p>\n
\u0645\u0627 \u064a\u0639\u0646\u064a\u0647 \u0630\u0644\u0643 \u0641\u064a \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629:<\/p>\n
- \n
- \u0631\u0635\u064a\u062f \u062a\u062c\u0631\u064a\u0628\u064a:<\/strong> \u0642\u062f \u062a\u062a\u0644\u0642\u0649 \u062d\u0633\u0627\u0628\u0627\u062a OpenAI \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0623\u0631\u0635\u062f\u0629 \u062a\u0631\u0648\u064a\u062c\u064a\u0629 \u064a\u0645\u0643\u0646\u0643 \u0625\u0646\u0641\u0627\u0642\u0647\u0627 \u0639\u0644\u0649 ChatGPT \u0623\u0648 \u0646\u0642\u0627\u0637 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0625\u0646\u062c\u0627\u0632\u061b \u062a\u062d\u0642\u0642 \u0645\u0646 OpenAI \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0648\u0627\u0644\u062d\u062f\u0648\u062f (OpenAI (\u0631\u0633\u0645\u064a)<\/a>).<\/li>\n
- \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646:<\/strong> \u062a\u0642\u062f\u0645 \u0627\u0644\u0645\u0646\u062d\u060c \u0648\u0627\u0644\u0634\u0631\u0627\u0643\u0627\u062a \u0627\u0644\u0628\u062d\u062b\u064a\u0629\u060c \u0623\u0648 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0623\u062d\u064a\u0627\u0646\u064b\u0627 \u0648\u0635\u0648\u0644\u064b\u0627 \u0645\u062c\u0627\u0646\u064a\u064b\u0627 \u0645\u0645\u062a\u062f\u064b\u0627 \u2014 \u0642\u062f\u0645 \u0637\u0644\u0628\u064b\u0627 \u0645\u0628\u0627\u0634\u0631\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0628\u0627\u0626\u0639\u064a\u0646 \u0625\u0630\u0627 \u0643\u0646\u062a \u0645\u0624\u0647\u0644\u0627\u064b.<\/li>\n
- \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0624\u0642\u062a\u0629:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0645 \u0623\u0631\u0635\u062f\u0629 \u0627\u0644\u0628\u0627\u0626\u0639 \u0623\u0648 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u064a\u0629 \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u062a\u062f\u0641\u0642\u0627\u062a\u060c \u0623\u0648 \u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a \u0627\u0644\u062d\u0648\u0627\u0631\u064a\u0629\u060c \u0623\u0648 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0627\u0639\u062a\u062f\u0627\u0644 \u0642\u0628\u0644 \u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0627\u0644\u062e\u0637\u0637 \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629.<\/li>\n
- \u0644\u0627 \u062a\u0639\u062a\u0645\u062f \u0623\u0628\u062f\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629:<\/strong> \u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0627\u0644\u0645\u0646\u062a\u062f\u064a\u0627\u062a \u0623\u0648 \u0627\u0644\u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629 \u0639\u0627\u0628\u0631\u0629 \u0648\u063a\u064a\u0631 \u0622\u0645\u0646\u0629 \u0644\u0644\u0625\u0646\u062a\u0627\u062c \u2014 \u0642\u0645 \u0628\u062a\u062f\u0648\u064a\u0631 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u0633\u062a\u062e\u062f\u0645 \u0625\u062f\u0627\u0631\u0629 \u0623\u0633\u0631\u0627\u0631 \u0622\u0645\u0646\u0629.<\/li>\n<\/ul>\n
\u0625\u0630\u0627 \u0643\u0646\u062a \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062c\u0627\u0646\u064a \u0645\u0633\u062a\u0645\u0631 \u0644\u0644\u0646\u0645\u0630\u062c\u0629\u060c \u0641\u0643\u0631 \u0641\u064a \u0628\u062f\u0627\u0626\u0644 \u063a\u064a\u0631 OpenAI (\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u0633\u062a\u0636\u0627\u0641 \u0645\u0646 \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0623\u0648 \u0646\u0645\u0627\u0630\u062c \u0645\u0641\u062a\u0648\u062d\u0629 \u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627) \u0644\u062a\u062c\u0646\u0628 \u0627\u0644\u0627\u0646\u0642\u0637\u0627\u0639\u0627\u062a \u0641\u064a \u0633\u064a\u0631 \u0639\u0645\u0644 \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629. \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0648\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0627\u0644\u0622\u0645\u0646 \u0645\u0639 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0639\u0646\u062f \u0631\u0628\u0637 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u0642\u0646\u0648\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629\u060c \u0631\u0627\u062c\u0639 \u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0645\u0639 \u0641\u064a\u0633\u0628\u0648\u0643<\/a> \u0648\u062f\u0644\u064a\u0644 \u062f\u0644\u064a\u0644 \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0645\u0639 \u0628\u0627\u064a\u062b\u0648\u0646<\/a>.<\/p>\n
\u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u0642\u0627\u0628\u0644 \u062a\u0633\u0639\u064a\u0631 ChatGPT: \u0627\u0644\u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629\u060c \u062d\u062f\u0648\u062f \u0627\u0644\u0645\u0639\u062f\u0644\u060c \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629<\/h3>\n
\u0627\u062e\u062a\u064a\u0627\u0631 \u0628\u064a\u0646 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u062f\u0641\u0648\u0639 \u0625\u0644\u0649 ChatGPT \u0647\u0648 \u062a\u0628\u0627\u062f\u0644 \u0628\u064a\u0646 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0648\u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0648\u062c\u0648\u062f\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c. \u0623\u0632\u0646 \u0647\u0630\u0647 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0639\u0646\u062f \u062a\u0635\u0645\u064a\u0645 \u0623\u062a\u0645\u062a\u0629 \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629:<\/p>\n
- \n
- \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0648\u0627\u0644\u062a\u0646\u0628\u0624:<\/strong> \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 (\u062a\u062c\u0631\u064a\u0628\u064a \u0623\u0648 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u062c\u062a\u0645\u0639) \u0631\u0627\u0626\u0639 \u0644\u0644\u062a\u0637\u0648\u064a\u0631\u060c \u0648\u0644\u0643\u0646\u0647 \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u062d\u0635\u0635 \u0644\u0643\u0644 \u062f\u0642\u064a\u0642\u0629 \u0648\u0634\u0647\u0631. \u062a\u0633\u0639\u064a\u0631 ChatGPT (OpenAI) \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0646\u0628\u0624 \u0644\u0644\u0625\u0646\u062a\u0627\u062c \u0648\u064a\u0634\u0645\u0644 SLAs \u0630\u0627\u062a \u0623\u062f\u0627\u0621 \u0623\u0639\u0644\u0649\u060c \u0648\u0644\u0643\u0646\u0647 \u064a\u062a\u0643\u0628\u062f \u062a\u0643\u0627\u0644\u064a\u0641 \u0644\u0643\u0644 \u0631\u0645\u0632\u2014\u062e\u0635\u0635 \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0648\u0641\u0642\u064b\u0627 \u0644\u0630\u0644\u0643.<\/li>\n
- \u062d\u062f\u0648\u062f \u0627\u0644\u0645\u0639\u062f\u0644 \u0648\u0627\u0644\u062a\u0642\u0644\u064a\u0644:<\/strong> \u062a\u0641\u0631\u0636 \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u062d\u062f\u0648\u062f \u0645\u0639\u062f\u0644 \u0623\u0643\u062b\u0631 \u0635\u0631\u0627\u0645\u0629\u061b \u0648\u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0631\u062f\u0648\u062f\u064b\u0627 \u0645\u062e\u0646\u0648\u0642\u0629 \u0641\u064a \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u0630\u0631\u0648\u0629. \u0645\u0646 \u0623\u062c\u0644 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0627\u0644\u0645\u0631\u0646\u060c \u0623\u0637\u0628\u0642 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a\u060c \u0648\u0627\u0644\u062a\u0631\u0627\u062c\u0639 \u0627\u0644\u0623\u0633\u064a\u060c \u0648\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0637\u0648\u0627\u0631\u0626 \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0633\u062a\u0646\u0641\u0627\u062f \u0627\u0644\u062d\u0635\u0629.<\/li>\n
- \u062c\u0648\u062f\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0627\u0644\u0645\u064a\u0632\u0627\u062a:<\/strong> \u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u062a\u062a\u0641\u0648\u0642 \u0646\u0645\u0627\u0630\u062c ChatGPT \u0645\u0646 OpenAI \u0639\u0644\u0649 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0645\u0627\u0633\u0643\u060c \u0648\u0627\u062a\u0628\u0627\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a\u060c \u0648\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0623\u0645\u0627\u0646. \u0625\u0630\u0627 \u0643\u0646\u062a \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062e\u064a\u0627\u0631\u0627\u062a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629\u060c \u0627\u0633\u062a\u0643\u0634\u0641 \u0645\u0631\u0643\u0632 \u0646\u0645\u0627\u0630\u062c Hugging Face \u0644\u0646\u0642\u0627\u0637 \u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0648\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0645\u062c\u062a\u0645\u0639 (Hugging Face (\u0646\u0645\u0627\u0630\u062c \u0648\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a)<\/a>)\u060c \u0623\u0648 LLMs \u0627\u0644\u0643\u0645\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u0644\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629.<\/li>\n
- \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a:<\/strong> \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u062d\u0632\u0645 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0639\u0645\u0644 \u0639\u0645\u0644\u064a\u0627\u062a (\u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0627\u062a\u060c \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629\u060c \u0627\u0644\u062a\u0648\u0633\u0639). \u062a\u0646\u0642\u0644 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629 \u0644\u0640 ChatGPT \u0639\u0628\u0621 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0625\u0644\u0649 \u0627\u0644\u0628\u0627\u0626\u0639\u060c \u0645\u0645\u0627 \u064a\u0633\u0631\u0639 \u0645\u0646 \u0627\u0644\u062a\u0633\u0644\u064a\u0645 \u0648\u0644\u0643\u0646\u0647 \u064a\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0629.<\/li>\n<\/ul>\n
\u0645\u0633\u0627\u0631 \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u0645\u0648\u0635\u0649 \u0628\u0647 \u0627\u0644\u0630\u064a \u0623\u062a\u0628\u0639\u0647:<\/p>\n
- \n
- \u0627\u0628\u062f\u0623 \u0628\u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \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 \u0623\u0648 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0628\u0627\u0626\u0639 \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a \u0648\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n
- \u0642\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0623\u0648\u0644\u064a \u0641\u064a \u0628\u064a\u0626\u0629 \u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631 \u0645\u062d\u0645\u064a\u0629 \u0648\u0642\u0645 \u0628\u062a\u062c\u0647\u064a\u0632 \u0627\u0644\u062d\u0635\u0635\/\u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633.<\/li>\n
- \u0625\u0630\u0627 \u0632\u0627\u062f\u062a \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0643\u0645\u0648\u0646 \u0623\u0648 \u0627\u0644\u0646\u0637\u0627\u0642 \u0623\u0648 \u0627\u0644\u062c\u0648\u062f\u0629\u060c \u0627\u0646\u062a\u0642\u0644 \u0625\u0644\u0649 \u062e\u0637\u0629 ChatGPT \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629 \u0623\u0648 \u0628\u062f\u064a\u0644 \u0645\u064f\u062f\u0627\u0631\u061b \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0647\u062c\u064a\u0646\u0629 \u062d\u064a\u062b \u064a\u062a\u0639\u0627\u0645\u0644 RAG + \u0646\u0645\u0648\u0630\u062c \u0623\u0635\u063a\u0631 \u0645\u0633\u062a\u0636\u0627\u0641 \u0630\u0627\u062a\u064a\u064b\u0627 \u0645\u0639 \u0645\u0639\u0638\u0645 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0648\u064a\u062a\u0639\u0627\u0645\u0644 ChatGPT \u0645\u0639 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/li>\n<\/ol>\n
\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0642\u0627\u0631\u0646 \u0628\u064a\u0646 \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0648\u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u0627\u0633\u062a\u0634\u0631 \u062f\u0644\u064a\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/a> \u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u062a\u0628\u0627\u062f\u0644\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0646\u0634\u0631. \u0625\u0630\u0627 \u0643\u0646\u062a \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0645\u0633\u0627\u0639\u062f \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u062a\u062c\u0627\u0631\u064a \u0644\u0645\u0642\u0627\u0631\u0646\u062a\u0647 \u0645\u0639 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u0648\u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629\u060c \u0641\u0625\u0646 Brain Pod AI \u062a\u0648\u0641\u0631 \u0645\u0633\u0627\u0639\u062f \u062f\u0631\u062f\u0634\u0629 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u0648\u0634\u0631\u0627\u0626\u062d \u062a\u0633\u0639\u064a\u0631 \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0633\u062a\u0639\u0631\u0636\u0647\u0627 \u0627\u0644\u0641\u0631\u0642 \u0639\u0646\u062f \u062a\u0642\u064a\u064a\u0645 \u0625\u062c\u0645\u0627\u0644\u064a \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0645\u0644\u0643\u064a\u0629.<\/p>\n
\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a Google Chat \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a<\/h2>\n
\u0647\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a Google Chat \u0645\u062c\u0627\u0646\u064a\u0629\u061f<\/h3>\n
\u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0627\u0644\u0642\u0635\u064a\u0631\u0629: \u062a\u0645\u0643\u064a\u0646 \u0648\u062a\u0643\u0648\u064a\u0646 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a Google Chat \u0645\u062c\u0627\u0646\u064a\u0629 - \u0644\u0627 \u062a\u0648\u062c\u062f \u0631\u0633\u0648\u0645 \u0628\u0628\u0633\u0627\u0637\u0629 \u0644\u062a\u0633\u062c\u064a\u0644 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0623\u0648 \u062a\u0641\u0639\u064a\u0644 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u064a Google Cloud. \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062c\u0631\u0628\u062a\u064a \u0641\u064a \u0628\u0646\u0627\u0621 \u0627\u0644\u062a\u0643\u0627\u0645\u0644\u0627\u062a\u060c \u064a\u0639\u0646\u064a \u0630\u0644\u0643 \u0623\u0646\u0646\u064a \u064a\u0645\u0643\u0646\u0646\u064a \u062a\u0633\u062c\u064a\u0644 \u0631\u0648\u0628\u0648\u062a \u0648\u062a\u0648\u062c\u064a\u0647 \u062a\u0643\u0648\u064a\u0646\u0647 \u0625\u0644\u0649 webhook \u062e\u0627\u0631\u062c\u064a \u062f\u0648\u0646 \u062f\u0641\u0639 Google \u0645\u0642\u0627\u0628\u0644 \u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u062d\u0643\u0645.<\/p>\n
\u0645\u0627 \u0644\u064a\u0633 \u0645\u062c\u0627\u0646\u064a\u064b\u0627 \u0647\u0648 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062f\u0639\u0645 \u0631\u0648\u0628\u0648\u062a\u064b\u0627 \u064a\u0639\u0645\u0644. \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0623\u0646 \u062a\u062e\u0637\u0637 \u0644\u0647\u0627 \u0639\u0646\u062f\u0645\u0627 \u062a\u0646\u062a\u0642\u0644 \u0625\u0644\u0649 \u0645\u0627 \u0647\u0648 \u0623\u0628\u0639\u062f \u0645\u0646 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u062a\u0634\u0645\u0644 \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 (Cloud Run\u060c Cloud Functions\u060c App Engine \u0623\u0648 \u0623\u064a \u0645\u0636\u064a\u0641 \u062e\u0627\u0631\u062c\u064a)\u060c \u0627\u0644\u062a\u0633\u062c\u064a\u0644 \u0648\u0627\u0644\u062a\u062e\u0632\u064a\u0646\u060c \u0627\u0633\u062a\u062f\u0639\u0627\u0621\u0627\u062a \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u0644\u062e\u0631\u0648\u062c \u0627\u0644\u0634\u0628\u0643\u064a \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u060c \u0648\u0623\u064a \u0627\u0633\u062a\u062f\u0639\u0627\u0621\u0627\u062a \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0623\u0648 \u062a\u0636\u0645\u064a\u0646 LLM \u062a\u0642\u0648\u0645 \u0628\u0647\u0627 (\u062a\u0644\u0643 \u064a\u062a\u0645 \u0641\u0648\u062a\u0631\u062a\u0647\u0627 \u0628\u0634\u0643\u0644 \u0645\u0646\u0641\u0635\u0644 \u0645\u0646 \u0642\u0628\u0644 \u0645\u0632\u0648\u062f \u0627\u0644\u0646\u0645\u0648\u0630\u062c). \u062a\u0641\u0631\u0636 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0646\u0641\u0633\u0647\u0627 \u062d\u0635\u0635 \u0648\u062d\u062f\u0648\u062f \u0645\u0639\u062f\u0644\u060c \u0644\u0630\u0627 \u0644\u0627 \u064a\u0632\u0627\u0644 \u064a\u062a\u0639\u064a\u0646 \u0639\u0644\u064a\u0643 \u0648\u062c\u0648\u062f \u0628\u0646\u064a\u0629 \u062a\u062d\u062a\u064a\u0629 \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u062a\u062e\u0641\u064a\u0641 \u0648\u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0645\u062d\u0627\u0648\u0644\u0629.<\/p>\n
- \n
- \u0645\u062c\u0627\u0646\u064a \u0644\u0644\u0628\u062f\u0621:<\/strong> \u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u060c \u062a\u0643\u0648\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0635\u0641\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u0648\u062c\u064a\u0647 \u0625\u0644\u0649 \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 \u062e\u0627\u0631\u062c\u064a\u0629.<\/li>\n
- \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629:<\/strong> \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629\u060c \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629\u060c Pub\/Sub\u060c \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a LLM (\u0625\u0630\u0627 \u0642\u0645\u062a \u0628\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062f\u0631\u062f\u0634\u0629 AI \u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u0646 \u0637\u0631\u0641 \u062b\u0627\u0644\u062b \u0623\u0648 \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 \u0645\u062f\u0641\u0648\u0639\u0629 \u0644\u0640 ChatGPT).<\/li>\n
- \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u062a\u0634\u063a\u064a\u0644\u064a\u0629:<\/strong> \u0627\u062e\u062a\u0628\u0631 \u0645\u0639 \u0646\u0645\u0627\u0630\u062c \u0623\u0648\u0644\u064a\u0629 \u0630\u0627\u062a \u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0645\u0646\u062e\u0641\u0636\u0629 \u0648\u0627\u0636\u0628\u0637 \u062a\u0646\u0628\u064a\u0647\u0627\u062a \u0627\u0644\u0641\u0648\u062a\u0631\u0629\u061b \u0644\u0627 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062f\u0631\u062f\u0634\u0629 AI \u0645\u062c\u0627\u0646\u064a\u0629 \u0639\u0627\u0628\u0631\u0629 \u0644\u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629.<\/li>\n<\/ul>\n
\u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0645\u062a\u0639\u062f\u062f\u064a\u0646 \u0627\u0644\u0644\u063a\u0627\u062a \u0623\u0648 \u0623\u062f\u0648\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0645\u064f\u062f\u0627\u0631\u0629 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639\u060c \u062a\u0642\u062f\u0645 Brain Pod AI \u0645\u0633\u0627\u0639\u062f \u062f\u0631\u062f\u0634\u0629 \u062a\u062c\u0627\u0631\u064a \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u062a\u0642\u0648\u0645 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u063a\u0627\u0644\u0628\u064b\u0627 \u0628\u062a\u0642\u064a\u064a\u0645\u0647 \u062c\u0646\u0628\u064b\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628 \u0645\u0639 \u062a\u0643\u0627\u0645\u0644\u0627\u062a Google Chat \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u0648\u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 (\u0627\u0646\u0638\u0631 Brain Pod AI (\u0627\u0644\u0635\u0641\u062d\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629) \u0648\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u0645\u0646 Brain Pod AI).<\/p>\n
\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 Python \u0648\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 JavaScript: \u062f\u0645\u062c Google Chat\u060c \u0648\u0627\u0644\u0648\u064a\u0628 \u0647\u0648\u0643\u0633\u060c \u0648\u0623\u0645\u062b\u0644\u0629 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 ai python<\/h3>\n
\u0623\u0642\u0648\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u062a\u0643\u0627\u0645\u0644\u0627\u062a Google Chat \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0637\u0628\u0642\u0629 \u0648\u064a\u0628 \u0647\u0648\u0643 \u0635\u063a\u064a\u0631\u0629 (Python \u0623\u0648 JavaScript) \u062a\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0623\u062d\u062f\u0627\u062b\u060c \u0648\u062a\u0633\u062a\u062f\u0639\u064a \u0646\u0645\u0648\u0630\u062c \u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0648\u062a\u0639\u064a\u062f \u0627\u0644\u0631\u0633\u0627\u0626\u0644. \u0639\u0646\u062f\u0645\u0627 \u0623\u0642\u0648\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0623\u0648\u0644\u064a\u060c \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u0623\u0633\u062a\u062e\u062f\u0645 \u063a\u0644\u0627\u0641 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 ai python \u0623\u0648 \u062e\u0627\u062f\u0645 JavaScript \u062e\u0641\u064a\u0641 \u0627\u0644\u0648\u0632\u0646 \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u062a\u062f\u0641\u0642\u0627\u062a \u0642\u0628\u0644 \u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/p>\n
\u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u062a\u064a \u0623\u062a\u0627\u0628\u0639\u0647\u0627:<\/p>\n
- \n
- \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 \u0648\u064a\u0628 \u0647\u0648\u0643:<\/strong> \u062a\u0639\u0631\u0636 \u0648\u064a\u0628 \u0647\u0648\u0643 HTTPS \u0622\u0645\u0646 \u064a\u062a\u062d\u0642\u0642 \u0645\u0646 \u062a\u0648\u0642\u064a\u0639\u0627\u062a \u0623\u062d\u062f\u0627\u062b Google Chat \u0648\u064a\u0633\u062a\u062c\u064a\u0628 \u0636\u0645\u0646 \u0627\u0644\u0646\u0648\u0627\u0641\u0630 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0627\u0644\u0645\u062a\u0648\u0642\u0639\u0629.<\/li>\n
- SDK \u0627\u0644\u0644\u063a\u0629:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0645 \u0645\u062b\u0627\u0644 Python \u0645\u062e\u062a\u0635\u0631 \u0623\u0648 \u062f\u0627\u0644\u0629 JavaScript (Node.js) \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u062d\u062f\u0627\u062b\u060c \u0648\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u062f\u0631\u062f\u0634\u0629 ai \u0645\u062c\u0627\u0646\u064a\u0629 \u0623\u0648 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0628\u0627\u0626\u0639\u060c \u0648\u062a\u062c\u0645\u064a\u0639 \u0628\u0637\u0627\u0642\u0627\u062a \u0623\u0648 \u0631\u062f\u0648\u062f \u0646\u0635\u064a\u0629.<\/li>\n
- \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d:<\/strong> \u0642\u0645 \u0628\u062a\u062e\u0632\u064a\u0646 \u0623\u064a \u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 ai \u0623\u0648 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a \u0641\u064a \u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u0629 \u0623\u0648 \u0645\u062f\u064a\u0631 \u0627\u0644\u0623\u0633\u0631\u0627\u0631\u061b \u0644\u0627 \u062a\u0642\u0645 \u0623\u0628\u062f\u064b\u0627 \u0628\u0627\u0644\u062a\u0632\u0627\u0645 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0625\u0644\u0649 GitHub.<\/li>\n
- \u0627\u0644\u0646\u0633\u062e \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0637\u064a \u0648\u0627\u0644\u062a\u0642\u0644\u064a\u0644:<\/strong> \u062a\u0646\u0641\u064a\u0630 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0645\u062e\u0632\u0646\u0629 \u0648\u0631\u062f\u0648\u062f \u0645\u062a\u062f\u0647\u0648\u0631\u0629 \u0628\u0634\u0643\u0644 \u0633\u0644\u0633 \u0639\u0646\u062f\u0645\u0627 \u062a\u0646\u0641\u062f \u062d\u0635\u0635 \u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629.<\/li>\n<\/ul>\n
\u0623\u0646\u0645\u0627\u0637 \u0648\u0645\u0648\u0627\u0631\u062f \u0639\u0645\u0644\u064a\u0629:<\/p>\n
- \n
- \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0641\u0636\u0644 \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0627\u0628\u062f\u0623 \u0628\u0648\u064a\u0628 \u0647\u0648\u0643 \u0635\u063a\u064a\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 FastAPI \u0623\u0648 Flask \u064a\u0633\u062a\u062f\u0639\u064a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u0646\u0645\u0630\u062c\u0629\u061b \u0627\u0628\u062d\u062b \u0639\u0646 \u0623\u0645\u062b\u0644\u0629 \u0645\u0646 \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0648 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062f\u0631\u062f\u0634\u0629 ai \u0645\u062c\u0627\u0646\u064a\u0629 \u0639\u0644\u0649 GitHub<\/strong> \u0645\u0634\u0627\u0631\u064a\u0639 \u0644\u0644\u0642\u0648\u0627\u0644\u0628 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629. \u0639\u0646\u062f\u0645\u0627 \u062a\u0643\u0648\u0646 \u062c\u0627\u0647\u0632\u064b\u0627 \u0644\u0646\u0634\u0631 \u062a\u062f\u0641\u0642\u0627\u062a \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0645\u0646 \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0641\u0625\u0646 \u062f\u0644\u064a\u0644 \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0645\u0639 \u0628\u0627\u064a\u062b\u0648\u0646<\/a> \u064a\u0639\u0631\u0636 \u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0627\u0644\u0622\u0645\u0646\u0629 \u0648\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u062a\u064a \u0623\u0639\u064a\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0639\u0628\u0631 \u0627\u0644\u0645\u0646\u0635\u0627\u062a.<\/li>\n
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- \u0639\u0646\u062f \u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0627\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0637\u0628\u0642\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0625\u062b\u0628\u0627\u062a\u0627\u062a \u0633\u0631\u064a\u0639\u0629 \u0644\u0644\u0645\u0641\u0647\u0648\u0645 (\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u062c\u062a\u0645\u0639 Hugging Face) \u0645\u0639 \u0627\u0644\u0646\u0633\u062e \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0637\u064a\u0629 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u0644\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0648\u062a\u062c\u0646\u0628 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0645\u0641\u0631\u0637 \u0639\u0644\u0649 \u0645\u0641\u0627\u062a\u064a\u062d api chatbot ai \u0627\u0644\u0645\u062c\u0627\u0646\u064a<\/strong>.<\/li>\n<\/ul>\n
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<\/p>\n\u0627\u0644\u0623\u062f\u0627\u0621: \u0647\u0644 \u0623\u064a \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062c\u0627\u0646\u064a \u0623\u0641\u0636\u0644 \u0645\u0646 ChatGPT\u061f<\/h2>\n
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- \n
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- \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0627\u0644\u0633\u0644\u0627\u0645\u0629:<\/strong> \u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u064a\u062a\u0641\u0648\u0642 ChatGPT \u0641\u064a \u0627\u0644\u062a\u0645\u0627\u0633\u0643 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0623\u062f\u0648\u0627\u0631\u060c \u0648\u0627\u0644\u0633\u0644\u0627\u0645\u0629\u060c \u0648\u0627\u062a\u0628\u0627\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a\u060c \u0644\u0630\u0627 \u0641\u0625\u0646\u0647 \u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u064a\u0641\u0648\u0632 \u0641\u064a \u062a\u062c\u0631\u0628\u0629 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0646\u0647\u0627\u0626\u064a \u0645\u0627 \u0644\u0645 \u062a\u0642\u0645 \u0628\u0636\u0628\u0637 \u0646\u0645\u0648\u0630\u062c \u0645\u062c\u0627\u0646\u064a \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631.<\/li>\n
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\u0627\u0644\u0646\u0647\u062c \u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0630\u064a \u0623\u0633\u062a\u062e\u062f\u0645\u0647: \u0642\u064a\u0627\u0633 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0631\u0634\u062d\u064a\u0646 (\u0646\u0645\u0648\u0630\u062c \u062f\u0631\u062f\u0634\u0629 \u0630\u0643\u064a \u0645\u062c\u0627\u0646\u064a \u0623\u0648 \u0646\u0642\u0627\u0637 \u062a\u0641\u062a\u064a\u0634 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631) \u0645\u0642\u0627\u0628\u0644 ChatGPT \u0639\u0644\u0649 \u0646\u0641\u0633 \u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a \u0648\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0645\u0646\u062a\u062c\u0643\u061b \u0642\u064a\u0627\u0633 \u0645\u0639\u062f\u0644 \u0627\u0644\u0647\u0644\u0648\u0633\u0629\u060c \u0648\u0627\u0644\u0643\u0645\u0648\u0646\u060c \u0648\u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0644\u0643\u0644 \u0645\u062d\u0627\u062f\u062b\u0629. \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0625\u0643\u0645\u0627\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0623\u0648 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u062a\u0644\u0628\u064a \u0639\u062a\u0628\u0627\u062a\u0643\u060c \u0627\u0639\u062a\u0628\u0631\u0647\u0627 \u0628\u062f\u064a\u0644\u0627\u064b \u0642\u0627\u0628\u0644\u0627\u064b \u0644\u0644\u062a\u0637\u0628\u064a\u0642\u061b \u062e\u0644\u0627\u0641 \u0630\u0644\u0643\u060c \u0642\u0645 \u0628\u0627\u0644\u0647\u062c\u064a\u0646 - \u0648\u062c\u0647 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0625\u0644\u0649 \u0646\u0642\u0627\u0637 \u0646\u0647\u0627\u064a\u0629 ChatGPT \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629 \u0648\u0627\u062d\u062a\u0641\u0638 \u0628\u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0631\u0648\u062a\u064a\u0646\u064a\u0629 \u0639\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0623\u0631\u062e\u0635.<\/p>\n
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\u0627\u062e\u062a\u064a\u0627\u0631 \u0628\u064a\u0646 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0625\u0643\u0645\u0627\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0648\u0646\u0645\u0648\u0630\u062c \u0645\u0633\u062a\u0636\u0627\u0641 \u0645\u062f\u0641\u0648\u0639 \u0647\u0648 \u0645\u0635\u0641\u0648\u0641\u0629 \u0642\u0631\u0627\u0631\u0627\u062a: \u0627\u0644\u062c\u0648\u062f\u0629 \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a. \u0623\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0645\u0639\u0627\u064a\u064a\u0631 \u0645\u062d\u062f\u062f\u0629 \u0648\u0625\u0634\u0627\u0631\u0627\u062a \u0639\u0645\u0644\u064a\u0629 \u0639\u0646\u062f \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0628\u0634\u0623\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0641\u0636\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062f\u0631\u062f\u0634\u0629 \u0630\u0643\u064a\u0629 \u0645\u062c\u0627\u0646\u064a\u0629 \u0623\u0648 \u0627\u0644\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 ChatGPT \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641.<\/p>\n
- \n
- \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u062a\u0634\u063a\u064a\u0644\u0647\u0627:<\/strong> \u0642\u0645 \u0628\u062a\u0634\u063a\u064a\u0644 MMLU \u0648 GSM-8K \u0648\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0645\u062c\u0627\u0644 \u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0631\u0634\u062d\u064a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u0639 ChatGPT. \u062a\u062a\u0628\u0639 \u0627\u0644\u062f\u0642\u0629\u060c \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a\u060c \u0648\u0627\u0644\u0627\u062a\u0633\u0627\u0642 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0623\u062f\u0648\u0627\u0631.<\/li>\n
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- \u0645\u062a\u0649 \u062a\u062e\u062a\u0627\u0631 \u0627\u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u0645\u0641\u062a\u0648\u062d:<\/strong> \u0627\u062e\u062a\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u0646 GitHub \u0639\u0646\u062f\u0645\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u0643\u0627\u0645\u0644 \u0641\u064a \u0627\u0644\u0645\u0648\u062c\u0647\u0627\u062a\u060c \u0623\u0648 \u062a\u0643\u0627\u0644\u064a\u0641 \u0634\u0647\u0631\u064a\u0629 \u0645\u062a\u0648\u0642\u0639\u0629 \u0648\u064a\u0645\u0643\u0646\u0643 \u062a\u062d\u0645\u0644 \u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0635\u064a\u0627\u0646\u0629.<\/li>\n
- \u0645\u062a\u0649 \u062a\u062e\u062a\u0627\u0631 \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629:<\/strong> \u0627\u062e\u062a\u0631 ChatGPT \u0623\u0648 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0645\u0639\u0627\u062f\u0644\u0629 \u0639\u0646\u062f\u0645\u0627 \u062a\u0639\u0637\u064a \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u0633\u0631\u0639\u0629 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646\u060c \u0648\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0623\u0645\u0627\u0646 \u0627\u0644\u0645\u062f\u0627\u0631\u0629\u060c \u0648\u062c\u0648\u062f\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0645\u062a\u0633\u0642\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0644\u062a\u0634\u063a\u064a\u0644 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0627\u062a.<\/li>\n<\/ul>\n
\u0646\u0645\u0637 \u0639\u0645\u0644\u064a \u0623\u0637\u0628\u0642\u0647 \u0644\u0631\u0648\u0628\u0648\u062a Messenger:<\/p>\n
- \n
- \u0642\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0623\u0648\u0644\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0639\u0628\u0631 Hugging Face \u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u062c\u0648\u062f\u0629 \u0628\u0633\u0631\u0639\u0629 (\u0646\u0642\u0627\u0637 \u0646\u0647\u0627\u064a\u0629 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629).<\/li>\n
- \u0627\u0633\u062a\u062e\u062f\u0645 \u0646\u0645\u0648\u0630\u062c\u064b\u0627 \u0643\u0645\u064a\u064b\u0627 \u0645\u0633\u062a\u0636\u0627\u0641\u064b\u0627 \u0630\u0627\u062a\u064a\u064b\u0627 \u0641\u064a \u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0644\u062a\u0642\u062f\u064a\u0631\u0627\u062a \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0648\u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0633\u064a\u0631 \u0639\u0645\u0644 \u062a\u0643\u0627\u0645\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0628\u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 (\u0627\u0646\u0638\u0631 \u0625\u0644\u0649 \u062f\u0644\u064a\u0644 \u0627\u0644\u0623\u0646\u0645\u0627\u0637). \u0628\u0646\u0627\u0621 \u0628\u0648\u062a \u0641\u064a\u0633\u0628\u0648\u0643 \u0645\u0627\u0633\u0646\u062c\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0627\u064a\u062b\u0648\u0646<\/a> .<\/li>\n
- \u0642\u0645 \u0628\u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a A\/B: \u0648\u062c\u0647 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0645\u0646\u062e\u0641\u0636\u0629 \u0625\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0630\u0643\u064a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0625\u0644\u0649 ChatGPT\u060c \u062b\u0645 \u0642\u0627\u0631\u0646 \u0631\u0636\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u0643\u0644\u0641\u0629 \u0643\u0644 \u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n<\/ol>\n
\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0642\u064a\u0645 \u0627\u0644\u0628\u062f\u0627\u0626\u0644 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629\u060c \u064a\u0648\u0641\u0631 Brain Pod AI \u0645\u0633\u0627\u0639\u062f\u064b\u0627 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u0645\u0635\u0642\u0648\u0644\u064b\u0627 \u0648\u0634\u0631\u0627\u0626\u062d \u062a\u0633\u0639\u064a\u0631 \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0642\u0627\u0631\u0646\u0647\u0627 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0645\u0639 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627\u061b \u0631\u0627\u062c\u0639 Brain Pod AI (\u0627\u0644\u0635\u0641\u062d\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629) \u0648\u0635\u0641\u062d\u0629 \u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0644\u0640 Brain Pod AI \u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0648\u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a\u0629 \u0644\u0644\u0645\u0644\u0643\u064a\u0629.<\/p>\n
\u0627\u0644\u062a\u0646\u0641\u064a\u0630\u060c \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0648\u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a\u0629<\/h2>\n
\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646: \u062a\u0643\u0627\u0645\u0644 \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629\u060c \u0643\u0648\u062f \u0639\u064a\u0646\u0629\u060c \u0648\u0646\u0634\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 GitHub<\/h3>\n
\u0623\u0642\u0648\u0645 \u0628\u0627\u0644\u0628\u0646\u0627\u0621 \u0648\u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0628\u0633\u0631\u0639\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u062a\u0643\u0627\u0645\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0643\u0633\u0644\u0633\u0644\u0629: \u062a\u0623\u0645\u064a\u0646 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u0646\u0645\u0630\u062c\u0629\u060c \u062a\u0648\u0635\u064a\u0644 \u0648\u064a\u0628 \u0647\u0648\u0643 \u0628\u0627\u064a\u062b\u0648\u0646 \u0635\u063a\u064a\u0631\u060c \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u062d\u0644\u064a\u064b\u0627\u060c \u062b\u0645 \u062f\u0641\u0639 \u0645\u0633\u062a\u0648\u062f\u0639 GitHub \u0627\u0644\u0645\u062e\u062a\u0628\u0631 \u0625\u0644\u0649 \u0627\u0644\u0625\u0646\u062a\u0627\u062c. \u062a\u0628\u062f\u0648 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u062d\u062f \u0627\u0644\u0623\u062f\u0646\u0649 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u0629 \u0647\u0643\u0630\u0627:<\/p>\n
- \n
- \u0627\u062d\u0635\u0644 \u0639\u0644\u0649 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0623\u0648 \u0645\u0641\u062a\u0627\u062d \u062a\u062c\u0631\u064a\u0628\u064a \u0645\u0646 \u0645\u0632\u0648\u062f (\u0623\u0648 \u0625\u0639\u062f\u0627\u062f \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 \u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u0645\u0646 \u0645\u0633\u062a\u0648\u062f\u0639 GitHub \u0644\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629).<\/li>\n
- \u0623\u0646\u0634\u0626 \u062e\u062f\u0645\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u062e\u0641\u064a\u0641\u0629 \u0627\u0644\u0648\u0632\u0646 (FastAPI \u0623\u0648 Flask) \u062a\u0639\u0631\u0636 \u0648\u064a\u0628 \u0647\u0648\u0643 POST \u0648\u0627\u062d\u062f \u0644\u0627\u0633\u062a\u0642\u0628\u0627\u0644 \u0627\u0644\u0631\u0633\u0627\u0626\u0644 \u0648\u0625\u0631\u062c\u0627\u0639 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a JSON\u2014\u0647\u0630\u0627 \u0647\u0648 \u062c\u0648\u0647\u0631 \u062a\u0643\u0627\u0645\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629.<\/li>\n
- \u0642\u0645 \u0628\u062a\u0646\u0641\u064a\u0630 \u0637\u0628\u0642\u0629 \u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u064a \u062a\u062c\u0631\u062f \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0623\u0648 \u0639\u0645\u064a\u0644 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0645\u062d\u0644\u064a \u062d\u062a\u0649 \u062a\u062a\u0645\u0643\u0646 \u0645\u0646 \u0627\u0644\u062a\u0628\u062f\u064a\u0644 \u0628\u064a\u0646 \u0646\u0642\u0627\u0637 \u0646\u0647\u0627\u064a\u0629 \u0645\u062c\u062a\u0645\u0639 Hugging Face\u060c \u0646\u0645\u0648\u0630\u062c \u0643\u0645\u064a \u0645\u0633\u062a\u0636\u0627\u0641 \u0630\u0627\u062a\u064a\u064b\u0627\u060c \u0623\u0648 \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 ChatGPT \u0645\u062f\u0641\u0648\u0639\u0629 \u062f\u0648\u0646 \u062a\u063a\u064a\u064a\u0631 \u0645\u0646\u0637\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u062f\u064a\u0643.<\/li>\n
- \u0623\u0636\u0641 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0639\u062f\u0644\u060c \u0648\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0646\u0633\u062e \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0637\u064a \u062d\u062a\u0649 \u0644\u0627 \u064a\u0639\u0648\u062f \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0623\u0628\u062f\u064b\u0627 \u0628\u062e\u0637\u0623 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0646\u062f\u0645\u0627 \u064a\u0635\u0644 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u062d\u0635\u0629.<\/li>\n
- \u0627\u062f\u0641\u0639 \u0627\u0644\u0643\u0648\u062f \u0625\u0644\u0649 GitHub\u060c \u0627\u0633\u062a\u062e\u062f\u0645 CI \u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0641\u062d\u0635 \u0648\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a\u060c \u062b\u0645 \u0646\u0634\u0631 \u0625\u0644\u0649 \u0627\u0644\u0645\u0636\u064a\u0641 \u0627\u0644\u0630\u064a \u062a\u062e\u062a\u0627\u0631\u0647 (Cloud Run\u060c Vercel\u060c \u0623\u0648 VPS) \u0648\u0623\u0634\u0631 \u0625\u0639\u062f\u0627\u062f \u0648\u064a\u0628 \u0647\u0648\u0643 \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0625\u0644\u0649 \u0639\u0646\u0648\u0627\u0646 URL \u0627\u0644\u0645\u0646\u0634\u0648\u0631.<\/li>\n<\/ul>\n
\u0646\u0645\u0637 \u062a\u0643\u0627\u0645\u0644 \u0639\u064a\u0646\u0629 (\u0645\u0641\u0627\u0647\u064a\u0645\u064a):<\/p>\n
<\/pre>\n
\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u062a\u0646\u0641\u064a\u0630 \u0631\u0626\u064a\u0633\u064a\u0629 \u0623\u062a\u0627\u0628\u0639\u0647\u0627 \u0639\u0646\u062f \u062f\u0645\u062c \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0641\u064a \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629:<\/p>\n
- \n
- \u0644\u0627 \u062a\u0642\u0645 \u0623\u0628\u062f\u0627\u064b \u0628\u062a\u062e\u0632\u064a\u0646 \u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0641\u064a \u0627\u0644\u0645\u0635\u062f\u0631\u2014\u0627\u0633\u062a\u062e\u062f\u0645 \u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u0629 \u0623\u0648 \u0645\u062f\u064a\u0631 \u0627\u0644\u0623\u0633\u0631\u0627\u0631.<\/li>\n
- \u0642\u0645 \u0628\u062a\u062c\u0631\u064a\u062f \u0645\u0632\u0648\u062f \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u062e\u0644\u0641 \u0648\u0627\u062c\u0647\u0629 \u062d\u062a\u0649 \u0623\u062a\u0645\u0643\u0646 \u0645\u0646 \u0627\u0644\u062a\u0628\u062f\u064a\u0644 \u0628\u064a\u0646 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 (Hugging Face) \u0648\u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 ChatGPT \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629 \u0623\u062b\u0646\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a A\/B.<\/li>\n
- \u0642\u0645 \u0628\u062a\u062c\u0647\u064a\u0632 \u0627\u0644\u0642\u064a\u0627\u0633\u0627\u062a (\u0627\u0644\u0643\u0645\u0648\u0646\u060c \u0645\u0639\u062f\u0644 \u0627\u0644\u0623\u062e\u0637\u0627\u0621\u060c \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0644\u0643\u0644 \u0645\u0643\u0627\u0644\u0645\u0629) \u062d\u062a\u0649 \u0623\u062a\u0645\u0643\u0646 \u0645\u0646 \u062a\u062d\u062f\u064a\u062f \u0645\u062a\u0649 \u064a\u062c\u0628 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u0646 \u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629.<\/li>\n<\/ul>\n
\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0646\u0634\u0631 \u0648\u0627\u0644\u0623\u0645\u062b\u0644\u0629\u060c \u0623\u0633\u062a\u0646\u062f \u0625\u0644\u0649 \u0648\u0623\u0639\u062f\u0644 \u0623\u062f\u0644\u0629 \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0648\u0627\u0644\u062f\u0631\u0648\u0633 \u0627\u0644\u0645\u062c\u0631\u0628\u0629: \u062f\u0644\u064a\u0644 \u0628\u0646\u0627\u0621 \u0628\u0648\u062a \u0641\u064a\u0633\u0628\u0648\u0643 \u0645\u0627\u0633\u0646\u062c\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0627\u064a\u062b\u0648\u0646<\/a> \u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0648\u064a\u0628 \u0647\u0648\u0643\u060c \u0648 \u062f\u0644\u064a\u0644 \u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631 \u0639\u0644\u0649 GitHub<\/a> \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631\u060c \u0648 \u062f\u0644\u064a\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 | \u062f\u0644\u064a\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631<\/a> \u0639\u0646\u062f \u062a\u0642\u064a\u064a\u0645 \u0645\u0632\u0627\u064a\u0627 \u0648\u0639\u064a\u0648\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u0627\u064b. \u0639\u0646\u062f\u0645\u0627 \u0623\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u0646\u0648\u0639 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0623\u0642\u0627\u0631\u0646 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0639\u0644\u0649 Hugging Face (https:\/\/huggingface.co) \u0648\u0623\u0631\u0627\u062c\u0639 \u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0628\u0627\u0626\u0639 \u0645\u062b\u0644 OpenAI (\u0631\u0633\u0645\u064a)<\/a> \u0644\u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0648\u0627\u0644\u062d\u0635\u0635.<\/p>\n
\u0645\u062c\u062a\u0645\u0639 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0639\u0644\u0649 Reddit \u0648\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629: \u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u060c \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0648\u0625\u0635\u0644\u0627\u062d\u0647\u0627\u060c \u062a\u0648\u0632\u064a\u0639 \u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629\u060c \u0648\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0641\u064a \u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/h3>\n
\u0625\u062c\u0627\u0628\u0629 \u0648\u0627\u0636\u062d\u0629: \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u0627\u062a \u0627\u0644\u0646\u0634\u0637\u0629 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0639\u0644\u0649 Reddit \u0648 GitHub \u062a\u0633\u0631\u0639 \u0645\u0646 \u0627\u0639\u062a\u0645\u0627\u062f\u0647\u0627\u060c \u0648\u062a\u0638\u0647\u0631 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a API \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0645 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646\u0647\u0627 \u0639\u0644\u0649 GitHub\u060c \u0648\u062a\u0639\u0644\u0645 \u0628\u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0622\u0645\u0646\u0629 \u0645\u062b\u0644 \u0646\u0634\u0631 \u0645\u0641\u0627\u062a\u064a\u062d API \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629. \u0623\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u0627\u062a \u0644\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0643\u0648\u062f \u062a\u0645 \u0627\u062e\u062a\u0628\u0627\u0631\u0647\u060c \u0648\u0646\u0635\u0627\u0626\u062d \u0644\u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a\u060c \u0648\u062a\u0642\u0627\u0631\u064a\u0631 \u0645\u0646 \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u062d\u0648\u0644 \u0627\u062f\u0639\u0627\u0621\u0627\u062a API \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u063a\u064a\u0631 \u0627\u0644\u0645\u062d\u062f\u0648\u062f\u0629.<\/p>\n
\u0643\u064a\u0641 \u0623\u0633\u062a\u0641\u064a\u062f \u0645\u0646 \u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644:<\/p>\n
- \n
- \u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0643\u0631\u0627\u0631:<\/strong> \u0627\u0628\u062d\u062b \u0639\u0646 \u0645\u0634\u0627\u0631\u064a\u0639 API \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0639\u0644\u0649 GitHub \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 READMEs \u0648\u0627\u0636\u062d\u0629\u060c \u0648\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u0631\u062e\u064a\u0635\u060c \u0648\u0627\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0627\u0644\u0623\u062e\u064a\u0631\u0629 - \u062a\u0644\u0643 \u0627\u0644\u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u062a\u0642\u0644\u0644 \u0645\u0646 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0648\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u062a\u0636\u0645\u0646 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646<\/strong> \u0623\u0645\u062b\u0644\u0629 \u064a\u0645\u0643\u0646\u0646\u064a \u062a\u0643\u064a\u064a\u0641\u0647\u0627.<\/li>\n
- \u0627\u0633\u062a\u062e\u062f\u0645 Reddit \u0644\u0644\u0625\u0634\u0627\u0631\u0627\u062a\u060c \u0648\u0644\u064a\u0633 \u0627\u0644\u0623\u0633\u0631\u0627\u0631:<\/strong> \u062a\u0638\u0647\u0631 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u0627\u062a \u0627\u0644\u0641\u0631\u0639\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0646\u0627\u0642\u0634 \u201cAPI \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 Reddit\u201d \u0623\u0648 \u201cAPI \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 Reddit\u201d \u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0645\u0632\u0648\u062f\u064a\u0646 \u0648\u062d\u0643\u0627\u064a\u0627\u062a \u062d\u062f\u0648\u062f \u0627\u0644\u0645\u0639\u062f\u0644\u061b \u0644\u0627 \u0623\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0623\u0648 \u0627\u0644\u0645\u0642\u0627\u0637\u0639 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629 \u0639\u0644\u0646\u064b\u0627 - \u062a\u0644\u0643 \u0639\u0627\u0628\u0631\u0629 \u0648\u063a\u064a\u0631 \u0622\u0645\u0646\u0629.<\/li>\n
- \u0627\u0637\u0631\u062d \u0623\u0633\u0626\u0644\u0629 \u0645\u0633\u062a\u0647\u062f\u0641\u0629:<\/strong> \u0639\u0646\u062f\u0645\u0627 \u0623\u0648\u0627\u062c\u0647 \u0645\u0634\u0643\u0644\u0627\u062a\u060c \u0623\u0646\u0634\u0631 \u062e\u0637\u0648\u0627\u062a \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0627\u0644\u0645\u0648\u062c\u0632\u0629 \u0648\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0633\u0627\u0639\u062f\u0629 \u0633\u0631\u064a\u0639\u0629\u061b \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u0634\u064a\u0631 \u0623\u0639\u0636\u0627\u0621 \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0625\u0644\u0649 \u062a\u0641\u0631\u0639\u0627\u062a \u0645\u0639\u064a\u0646\u0629 \u0645\u0646 API \u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0623\u0648 \u0646\u0635\u0627\u0626\u062d \u062a\u062d\u0633\u064a\u0646 (\u0627\u0644\u062a\u0643\u0645\u064a\u0645\u060c \u0627\u0644\u062a\u062c\u0645\u064a\u0639) \u0627\u0644\u062a\u064a \u062a\u0642\u0644\u0644 \u0645\u0646 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644.<\/li>\n<\/ul>\n
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\u062e\u0637\u0648\u0627\u062a\u064a \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0627\u0644\u0645\u0648\u0635\u0649 \u0628\u0647\u0627: \u0642\u0645 \u0628\u062a\u062c\u0631\u0628\u0629 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062b\u0627\u0644 Python \u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062c\u0627\u0646\u064a \u0645\u0646 GitHub\u060c \u062a\u062d\u0642\u0642 \u0645\u0646 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0648\u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0645\u0639 \u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0648\u0627\u0642\u0639\u064a\u0629\u060c \u062b\u0645 \u0642\u0645 \u0628\u0627\u0644\u062a\u0643\u0631\u0627\u0631 - \u0633\u062a\u062e\u0628\u0631\u0643 \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0648\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062c\u062a\u0645\u0639 (\u0645\u0648\u0627\u0636\u064a\u0639 Reddit \u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629\u060c \u0645\u0634\u0643\u0644\u0627\u062a GitHub) \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u064a\u062c\u0628 \u0639\u0644\u064a\u0643 \u0627\u0644\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0641\u064a \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u060c \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0625\u0644\u0649 \u0646\u0645\u0648\u0630\u062c \u0645\u062f\u0641\u0648\u0639\u060c \u0623\u0648 \u0627\u0639\u062a\u0645\u0627\u062f \u0628\u0646\u064a\u0629 \u0647\u062c\u064a\u0646\u0629. \u0644\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0639 \u0627\u0644\u062d\u0644\u0648\u0644 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0645\u062f\u0627\u0631\u0629\u060c \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0642\u064a\u0645 \u0627\u0644\u0641\u0631\u0642 Brain Pod AI (https:\/\/brainpod.ai) \u062c\u0646\u0628\u064b\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628 \u0645\u0639 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0644\u062a\u062d\u062f\u064a\u062f \u0623\u0641\u0636\u0644 \u0645\u0633\u0627\u0631 \u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u062a\u0648\u0633\u0639 \u0648\u0627\u0644\u062a\u0648\u0637\u064a\u0646.<\/p>","protected":false},"excerpt":{"rendered":"
Key Takeaways Multiple routes exist to a free ai chatbot api: use commercial trial credits, hosted community tiers, or self\u2011hosted open\u2011source models depending on your needs. Secure and treat any free ai chatbot api key as a staging credential\u2014rotate keys, store them in secrets, and never commit free ai chatbot api keys to source control. […]<\/p>\n","protected":false},"author":14928,"featured_media":258922,"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":"ChatGPT Free API Key: Best Chatbot APIs (2026)","rank_math_description":"Looking for a chatgpt free api key or developer alternatives? Find free chatbot APIs, Python setup guides, and GitHub resources for your projects in 2026.","rank_math_focus_keyword":"chatgpt free api key","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-258923","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\/258923","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=258923"}],"version-history":[{"count":1,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts\/258923\/revisions"}],"predecessor-version":[{"id":262721,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts\/258923\/revisions\/262721"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media\/258922"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media?parent=258923"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/categories?post=258923"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/tags?post=258923"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
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- \u0642\u0645 \u0628\u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a A\/B: \u0648\u062c\u0647 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0645\u0646\u062e\u0641\u0636\u0629 \u0625\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0630\u0643\u064a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0625\u0644\u0649 ChatGPT\u060c \u062b\u0645 \u0642\u0627\u0631\u0646 \u0631\u0636\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u0643\u0644\u0641\u0629 \u0643\u0644 \u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n<\/ol>\n
- \u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0634\u063a\u064a\u0644:<\/strong> \u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0643\u0645\u0648\u0646\u060c \u0648\u0627\u0644\u0630\u0627\u0643\u0631\u0629\u060c \u0648\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u062a\u0648\u0633\u0639 \u0644\u0625\u0639\u062f\u0627\u062f \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0627\u064a\u062b\u0648\u0646. \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0643\u0645\u0648\u0646 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0623\u0648 \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u064a\u0647\u062f\u062f \u0627\u062a\u0641\u0627\u0642\u064a\u0627\u062a \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062e\u062f\u0645\u0629 \u0644\u0631\u0648\u0628\u0648\u062a Messenger\u060c \u0641\u0642\u062f \u062a\u0643\u0648\u0646 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0645\u0641\u0636\u0644\u0629.<\/li>\n
- \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0627\u0644\u0633\u0644\u0627\u0645\u0629:<\/strong> \u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u064a\u062a\u0641\u0648\u0642 ChatGPT \u0641\u064a \u0627\u0644\u062a\u0645\u0627\u0633\u0643 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0623\u062f\u0648\u0627\u0631\u060c \u0648\u0627\u0644\u0633\u0644\u0627\u0645\u0629\u060c \u0648\u0627\u062a\u0628\u0627\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a\u060c \u0644\u0630\u0627 \u0641\u0625\u0646\u0647 \u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u064a\u0641\u0648\u0632 \u0641\u064a \u062a\u062c\u0631\u0628\u0629 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0646\u0647\u0627\u0626\u064a \u0645\u0627 \u0644\u0645 \u062a\u0642\u0645 \u0628\u0636\u0628\u0637 \u0646\u0645\u0648\u0630\u062c \u0645\u062c\u0627\u0646\u064a \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631.<\/li>\n
- SDK \u0627\u0644\u0644\u063a\u0629:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0645 \u0645\u062b\u0627\u0644 Python \u0645\u062e\u062a\u0635\u0631 \u0623\u0648 \u062f\u0627\u0644\u0629 JavaScript (Node.js) \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u062d\u062f\u0627\u062b\u060c \u0648\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u062f\u0631\u062f\u0634\u0629 ai \u0645\u062c\u0627\u0646\u064a\u0629 \u0623\u0648 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0628\u0627\u0626\u0639\u060c \u0648\u062a\u062c\u0645\u064a\u0639 \u0628\u0637\u0627\u0642\u0627\u062a \u0623\u0648 \u0631\u062f\u0648\u062f \u0646\u0635\u064a\u0629.<\/li>\n
- \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629:<\/strong> \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629\u060c \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629\u060c Pub\/Sub\u060c \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a LLM (\u0625\u0630\u0627 \u0642\u0645\u062a \u0628\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062f\u0631\u062f\u0634\u0629 AI \u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u0646 \u0637\u0631\u0641 \u062b\u0627\u0644\u062b \u0623\u0648 \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 \u0645\u062f\u0641\u0648\u0639\u0629 \u0644\u0640 ChatGPT).<\/li>\n
- \u0645\u062c\u0627\u0646\u064a \u0644\u0644\u0628\u062f\u0621:<\/strong> \u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u060c \u062a\u0643\u0648\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0635\u0641\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u0648\u062c\u064a\u0647 \u0625\u0644\u0649 \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 \u062e\u0627\u0631\u062c\u064a\u0629.<\/li>\n
- \u062d\u062f\u0648\u062f \u0627\u0644\u0645\u0639\u062f\u0644 \u0648\u0627\u0644\u062a\u0642\u0644\u064a\u0644:<\/strong> \u062a\u0641\u0631\u0636 \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u062d\u062f\u0648\u062f \u0645\u0639\u062f\u0644 \u0623\u0643\u062b\u0631 \u0635\u0631\u0627\u0645\u0629\u061b \u0648\u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0631\u062f\u0648\u062f\u064b\u0627 \u0645\u062e\u0646\u0648\u0642\u0629 \u0641\u064a \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u0630\u0631\u0648\u0629. \u0645\u0646 \u0623\u062c\u0644 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0627\u0644\u0645\u0631\u0646\u060c \u0623\u0637\u0628\u0642 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a\u060c \u0648\u0627\u0644\u062a\u0631\u0627\u062c\u0639 \u0627\u0644\u0623\u0633\u064a\u060c \u0648\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0637\u0648\u0627\u0631\u0626 \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0633\u062a\u0646\u0641\u0627\u062f \u0627\u0644\u062d\u0635\u0629.<\/li>\n
- \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646:<\/strong> \u062a\u0642\u062f\u0645 \u0627\u0644\u0645\u0646\u062d\u060c \u0648\u0627\u0644\u0634\u0631\u0627\u0643\u0627\u062a \u0627\u0644\u0628\u062d\u062b\u064a\u0629\u060c \u0623\u0648 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0623\u062d\u064a\u0627\u0646\u064b\u0627 \u0648\u0635\u0648\u0644\u064b\u0627 \u0645\u062c\u0627\u0646\u064a\u064b\u0627 \u0645\u0645\u062a\u062f\u064b\u0627 \u2014 \u0642\u062f\u0645 \u0637\u0644\u0628\u064b\u0627 \u0645\u0628\u0627\u0634\u0631\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0628\u0627\u0626\u0639\u064a\u0646 \u0625\u0630\u0627 \u0643\u0646\u062a \u0645\u0624\u0647\u0644\u0627\u064b.<\/li>\n
- \u0645\u062d\u0648\u0631 \u0645\u064f\u062f\u0627\u0631 + \u062a\u0631\u0627\u062c\u0639 \u0645\u062d\u0644\u064a:<\/strong> \u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0645\u0633\u062a\u0636\u0627\u0641 \u0639\u0644\u0649 Hugging Face \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u062a\u0637\u0648\u064a\u0631\u060c \u062b\u0645 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0625\u0644\u0649 \u0646\u0633\u062e\u0629 \u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u0645\u0646 \u0645\u0635\u062f\u0631 \u0645\u0648\u062b\u0648\u0642 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062f\u0631\u062f\u0634\u0629 ai \u0645\u062c\u0627\u0646\u064a\u0629 \u0639\u0644\u0649 GitHub<\/em> \u0644\u0625\u0646\u062a\u0627\u062c \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641.<\/li>\n
- \u0634\u0631\u0648\u0637 \u0627\u0644\u062a\u0631\u062e\u064a\u0635 \u0648\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645:<\/strong> \u062a\u062d\u0642\u0642 \u0645\u0646 \u062a\u0631\u0627\u062e\u064a\u0635 LLM \u0642\u0628\u0644 \u0627\u0644\u0646\u0634\u0631 - \u0628\u0639\u0636 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0634\u062a\u0642\u0629 \u0645\u0646 Llama \u0644\u062f\u064a\u0647\u0627 \u0642\u064a\u0648\u062f \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u061b \u0628\u064a\u0646\u0645\u0627 \u0627\u0644\u0628\u0639\u0636 \u0627\u0644\u0622\u062e\u0631 \u0645\u0631\u0646.<\/li>\n
- \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u0635\u064a\u0627\u0646\u0629:<\/strong> \u062a\u0634\u064a\u0631 \u0627\u0644\u0641\u0631\u0648\u0639 \u0627\u0644\u0646\u0634\u0637\u0629\u060c \u0648\u0627\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0627\u0644\u0623\u062e\u064a\u0631\u0629\u060c \u0648\u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0648\u0627\u0636\u062d \u0625\u0644\u0649 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u0633\u062a\u0648\u0627\u0643\u0628 \u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c - \u0627\u0628\u062d\u062b \u0639\u0646 \u201c\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 GitHub\u201d \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0623\u0645\u062b\u0644\u0629 \u0648\u062a\u0646\u0641\u064a\u0630\u0627\u062a \u0627\u0644\u0645\u062c\u062a\u0645\u0639.<\/li>\n
- \u0646\u0645\u0627\u0630\u062c LLMs \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062c\u062a\u0645\u0639:<\/strong> \u062a\u0645\u0643\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0644\u0649 Hugging Face (BLOOM\u060c Pythia\u060c \u0646\u0642\u0627\u0637 \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0645\u0633\u062a\u0645\u062f\u0629 \u0645\u0646 Llama) \u0645\u0646 \u0625\u062c\u0631\u0627\u0621 \u062a\u062c\u0627\u0631\u0628 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u062f\u0631\u062f\u0634\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062c\u0627\u0646\u064a\u0629 \u0639\u0646\u062f\u0645\u0627 \u062a\u0633\u062a\u0636\u064a\u0641 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u062d\u0644\u064a\u064b\u0627 \u0639\u0644\u0649 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0627\u062a \u0623\u0648 \u0645\u062b\u064a\u0644\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u062a\u0643\u0644\u0641\u0629. \u062a\u0633\u0645\u062d \u0647\u0630\u0647 \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0628\u062a\u062f\u0641\u0642 \u0639\u0645\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0625\u0643\u0645\u0627\u0644 \u062f\u0631\u062f\u0634\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0644\u064a\u0629.<\/li>\n
- \u0627\u0628\u062d\u062b \u0641\u064a \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0639\u0646 \u0623\u063a\u0644\u0641\u0629 \u0645\u0648\u062b\u0648\u0642\u0629 - \u0627\u0628\u062d\u062b \u0639\u0646 \u0645\u0634\u0627\u0631\u064a\u0639 GitHub \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u0629 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0633\u0643\u0631\u0628\u062a\u0627\u062a \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629\u061b \u062f\u0644\u064a\u0644 \u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631 \u0639\u0644\u0649 GitHub<\/a> \u062a\u0633\u0644\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0635\u064a\u0627\u0646\u0629.<\/li>\n<\/ul>\n
- \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641 \u0648\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u064a\u0629:<\/strong> \u062a\u0642\u062f\u0645 Hugging Face \u0645\u0633\u062a\u0648\u0649 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u062c\u062a\u0645\u0639\u064a \u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u061b \u062a\u0648\u0641\u0631 Replicate \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0627\u0644\u0623\u0633\u0648\u0627\u0642 \u0646\u0642\u0627\u0637 \u0646\u0647\u0627\u064a\u0629 \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0623\u0648 \u062a\u062c\u0631\u064a\u0628\u064a\u0629 \u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0639\u064a\u0646\u0629.<\/li>\n