{"id":123305,"date":"2025-08-28T17:23:55","date_gmt":"2025-08-28T17:23:55","guid":{"rendered":"https:\/\/express24.ir\/d\/product\/%d8%af%d9%88%d8%b1%d9%87-%d8%b3%d8%a7%d8%ae%d8%aa-%d8%a7%d9%be%d9%84%db%8c%da%a9%db%8c%d8%b4%d9%86%d9%87%d8%a7%db%8c-%da%86%d8%aa-%d8%a8%d8%a7-openai-%d9%88-langchain-2024-%d8%a8%d8%b1\/"},"modified":"2025-08-28T17:23:58","modified_gmt":"2025-08-28T17:23:58","slug":"%d8%af%d9%88%d8%b1%d9%87-%d8%b3%d8%a7%d8%ae%d8%aa-%d8%a7%d9%be%d9%84%db%8c%da%a9%db%8c%d8%b4%d9%86%d9%87%d8%a7%db%8c-%da%86%d8%aa-%d8%a8%d8%a7-openai-%d9%88-langchain-2024-%d8%a8%d8%b1","status":"publish","type":"product","link":"https:\/\/express24.ir\/d\/product\/%d8%af%d9%88%d8%b1%d9%87-%d8%b3%d8%a7%d8%ae%d8%aa-%d8%a7%d9%be%d9%84%db%8c%da%a9%db%8c%d8%b4%d9%86%d9%87%d8%a7%db%8c-%da%86%d8%aa-%d8%a8%d8%a7-openai-%d9%88-langchain-2024-%d8%a8%d8%b1\/","title":{"rendered":"\u062f\u0648\u0631\u0647: \u0633\u0627\u062e\u062a \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0686\u062a \u0628\u0627 OpenAI \u0648 LangChain (2024) \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 32GB"},"content":{"rendered":"\n\n\n\n\n\n
\u0646\u0627\u0645 \u0645\u062d\u0635\u0648\u0644 \u0628\u0647 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc<\/th>\n Udemy – Build Chat Applications with OpenAI and LangChain 2024-9 – <\/td>\n<\/tr>\n
\u0646\u0627\u0645 \u0645\u062d\u0635\u0648\u0644 \u0628\u0647 \u0641\u0627\u0631\u0633\u06cc<\/th>\n\u062f\u0648\u0631\u0647: \u0633\u0627\u062e\u062a \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0686\u062a \u0628\u0627 OpenAI \u0648 LangChain (2024) \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 32GB<\/td>\n<\/tr>\n
\u0632\u0628\u0627\u0646<\/th>\n\u0627\u0646\u06af\u0644\u06cc\u0633\u06cc \u0628\u0627 \u0632\u06cc\u0631\u0646\u0648\u06cc\u0633 \u0641\u0627\u0631\u0633\u06cc<\/td>\n<\/tr>\n
\u0646\u0648\u0639 \u0645\u062d\u0635\u0648\u0644<\/th>\n\u0622\u0645\u0648\u0632\u0634 \u0648\u06cc\u062f\u06cc\u0648\u06cc\u06cc<\/td>\n<\/tr>\n
\u0646\u062d\u0648\u0647 \u062a\u062d\u0648\u06cc\u0644<\/th>\n\u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 \u0645\u0645\u0648\u0631\u06cc<\/td>\n<\/tr>\n<\/table>\n
\r\n

\ud83c\udf93 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0628\u06cc\u200c\u0646\u0638\u06cc\u0631 <\/h2>\r\n
    \r\n
  • \u0632\u06cc\u0631\u0646\u0648\u06cc\u0633 \u06a9\u0627\u0645\u0644\u0627\u064b \u0641\u0627\u0631\u0633\u06cc<\/strong> \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0622\u0633\u0627\u0646 \u0648 \u0633\u0631\u06cc\u0639<\/li>\r\n
  • \u0627\u0631\u0627\u0626\u0647\u200c\u0634\u062f\u0647 \u0631\u0648\u06cc \u0641\u0644\u0634 32 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a\u06cc<\/strong><\/li>\r\n
  • \u0622\u0645\u0627\u062f\u0647 \u0627\u0631\u0633\u0627\u0644 \u0641\u0648\u0631\u06cc \u0628\u0647 \u0633\u0631\u0627\u0633\u0631 \u06a9\u0634\u0648\u0631<\/li>\r\n\r\n <\/ul>\r\n

    \r\n \ud83d\udcda \u0634\u0631\u0648\u0639 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0647\u0645\u06cc\u0646 \u0627\u0645\u0631\u0648\u0632 \u2014 \u0641\u0631\u0635\u062a \u0631\u0634\u062f \u0631\u0627 \u0627\u0632 \u062f\u0633\u062a \u0646\u062f\u0647!\r\n <\/p>\r\n\t\r\n\t

    \r\n \u062c\u0647\u062a \u067e\u06cc\u06af\u06cc\u0631\u06cc \u0633\u0641\u0627\u0631\u0634\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0648\u0627\u062a\u0633\u200c\u0627\u067e \u0628\u0627 \u0634\u0645\u0627\u0631\u0647 09395106248<\/strong> \u06cc\u0627 \u0622\u06cc\u062f\u06cc \u062a\u0644\u06af\u0631\u0627\u0645\u06cc @ma_limbs<\/strong> \u062f\u0631 \u062a\u0645\u0627\u0633 \u0628\u0627\u0634\u06cc\u062f.\r\n <\/p>\r\n<\/div>\n

    \n

    \u062f\u0648\u0631\u0647: \u0633\u0627\u062e\u062a \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0686\u062a \u0628\u0627 OpenAI \u0648 LangChain (2024) \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 32GB<\/h1>\n
    \n

    \u062f\u0631 \u0639\u0635\u0631 \u062d\u0627\u0636\u0631\u060c \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u06a9\u0627\u0644\u0645\u0647\u200c\u0627\u06cc \u0648 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLMs) \u062f\u0631 \u062d\u0627\u0644 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0627\u062f\u0646 \u0646\u062d\u0648\u0647 \u062a\u0639\u0627\u0645\u0644 \u0645\u0627 \u0628\u0627 \u0641\u0646\u0627\u0648\u0631\u06cc \u0648 \u062c\u0647\u0627\u0646 \u0627\u0637\u0631\u0627\u0641\u0645\u0627\u0646 \u0647\u0633\u062a\u0646\u062f. \u0627\u0632 \u0686\u062a\u200c\u0628\u0627\u062a\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u062f\u0633\u062a\u06cc\u0627\u0631\u0627\u0646 \u0647\u0648\u0634\u0645\u0646\u062f \u0648 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u0634\u062a\u0631\u06cc\u060c \u0627\u06cc\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627 \u0628\u0647 \u0633\u0631\u0639\u062a \u062f\u0631 \u062d\u0627\u0644 \u0627\u062f\u063a\u0627\u0645 \u062f\u0631 \u062a\u0645\u0627\u0645\u06cc \u062c\u0646\u0628\u0647\u200c\u0647\u0627\u06cc \u0632\u0646\u062f\u06af\u06cc \u0631\u0648\u0632\u0645\u0631\u0647 \u0648 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u0647\u0627 \u0647\u0633\u062a\u0646\u062f.<\/p>\n

    \u062f\u0648\u0631\u0647 “\u0633\u0627\u062e\u062a \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0686\u062a \u0628\u0627 OpenAI \u0648 LangChain (2024)”<\/span> \u06cc\u06a9 \u0641\u0631\u0635\u062a \u0628\u06cc\u200c\u0646\u0638\u06cc\u0631 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646\u060c \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u062f\u0627\u062f\u0647 \u0648 \u0639\u0644\u0627\u0642\u0647\u200c\u0645\u0646\u062f\u0627\u0646 \u0628\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a \u062a\u0627 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0648 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a\u0646 \u0627\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0631\u0627 \u06a9\u0633\u0628 \u06a9\u0646\u0646\u062f. \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0634\u0645\u0627 \u0631\u0627 \u06af\u0627\u0645 \u0628\u0647 \u06af\u0627\u0645 \u0628\u0627 \u0645\u0639\u0645\u0627\u0631\u06cc\u060c \u0637\u0631\u0627\u062d\u06cc \u0648 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0645\u06a9\u0627\u0644\u0645\u0647\u200c\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062c\u062f\u06cc\u062f\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0648 \u0641\u0631\u06cc\u0645\u200c\u0648\u0631\u06a9\u200c\u0647\u0627 \u0622\u0634\u0646\u0627 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f.<\/p>\n

    \u062a\u0648\u062c\u0647 \u0645\u0647\u0645: \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc \u0628\u0647 \u0635\u0648\u0631\u062a \u0641\u06cc\u0632\u06cc\u06a9\u06cc \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 \u0645\u0645\u0648\u0631\u06cc \u06f3\u06f2 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a\u06cc<\/span> \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0628\u0647 \u0635\u0648\u0631\u062a \u062f\u0627\u0646\u0644\u0648\u062f\u06cc \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0646\u06cc\u0633\u062a. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0627\u0631\u0627\u0626\u0647\u060c \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u0627\u06cc\u062f\u0627\u0631 \u0648 \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0631\u0627 \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u062a\u0636\u0645\u06cc\u0646 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/strong><\/p>\n<\/div>\n

    \u0622\u0646\u0686\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u0622\u0645\u0648\u062e\u062a<\/h2>\n
    \n

    \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u062c\u0627\u0645\u0639 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a \u062a\u0627 \u0634\u0645\u0627 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u0645\u062a\u062e\u0635\u0635 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0633\u0627\u062e\u062a \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0686\u062a \u0647\u0648\u0634\u0645\u0646\u062f \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u062f. \u067e\u0633 \u0627\u0632 \u0627\u062a\u0645\u0627\u0645 \u062f\u0648\u0631\u0647\u060c \u0642\u0627\u062f\u0631 \u062e\u0648\u0627\u0647\u06cc\u062f \u0628\u0648\u062f:<\/p>\n

      \n
    • \n

      \u062f\u0631\u06a9 \u0639\u0645\u06cc\u0642 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLMs):<\/strong> \u0628\u0627 \u0645\u0628\u0627\u0646\u06cc\u060c \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u060c \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627 \u0648 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 LLM<\/span>\u0647\u0627 \u0622\u0634\u0646\u0627 \u0634\u0648\u06cc\u062f \u0648 \u062a\u0641\u0627\u0648\u062a \u0628\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 OpenAI<\/span> \u0645\u0627\u0646\u0646\u062f GPT-3.5<\/span> \u0648 GPT-4<\/span> \u0631\u0627 \u062f\u0631\u06a9 \u06a9\u0646\u06cc\u062f.<\/p>\n<\/li>\n

    • \n

      \u062a\u0633\u0644\u0637 \u0628\u0631 API\u0647\u0627\u06cc OpenAI:<\/strong> \u0646\u062d\u0648\u0647 \u06a9\u0627\u0631 \u0628\u0627 API<\/span>\u0647\u0627\u06cc OpenAI<\/span> \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0686\u062a\u060c \u062a\u0648\u0644\u06cc\u062f \u0645\u062a\u0646\u060c \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc Embedding<\/span> \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0639\u0645\u0644\u06cc \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u06cc\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0627 \u0645\u0641\u0627\u0647\u06cc\u0645 Prompt Engineering<\/span> \u0648 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0646\u062a\u0627\u06cc\u062c \u0628\u0647\u062a\u0631 \u0622\u0634\u0646\u0627 \u0634\u0648\u06cc\u062f.<\/p>\n<\/li>\n

    • \n

      \u0645\u0647\u0627\u0631\u062a \u062f\u0631 \u0641\u0631\u06cc\u0645\u200c\u0648\u0631\u06a9 LangChain:<\/strong> LangChain<\/span> \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 LLM<\/span> \u0627\u0633\u062a. \u0634\u0645\u0627 \u0628\u0627 \u062a\u0645\u0627\u0645\u06cc \u0627\u062c\u0632\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc LangChain<\/span> \u0627\u0632 \u062c\u0645\u0644\u0647 Chains<\/span>\u060c Agents<\/span>\u060c Tools<\/span>\u060c Memory<\/span>\u060c Retrievers<\/span> \u0648 Document Loaders<\/span> \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0627\u0645\u0644 \u0622\u0634\u0646\u0627 \u062e\u0648\u0627\u0647\u06cc\u062f \u0634\u062f.<\/p>\n<\/li>\n

    • \n

      \u0633\u0627\u062e\u062a \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc RAG (Retrieval-Augmented Generation):<\/strong> \u0628\u06cc\u0627\u0645\u0648\u0632\u06cc\u062f \u0686\u06af\u0648\u0646\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af \u0631\u0627 \u0628\u0627 \u067e\u0627\u06cc\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u062f\u0627\u0646\u0634 \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u062e\u0648\u062f \u062a\u0631\u06a9\u06cc\u0628 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc\u06cc \u062f\u0642\u06cc\u0642\u200c\u062a\u0631 \u0648 \u0645\u0631\u062a\u0628\u0637\u200c\u062a\u0631 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u0646\u062f. \u0627\u06cc\u0646 \u0628\u062e\u0634 \u0634\u0627\u0645\u0644 \u06a9\u0627\u0631 \u0628\u0627 Vector Stores<\/span> (\u0645\u0627\u0646\u0646\u062f Chroma<\/span> \u06cc\u0627 FAISS<\/span>) \u0648 Embeddings<\/span> \u0628\u0631\u0627\u06cc \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0645\u0648\u062b\u0631 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0633\u062a.<\/p>\n<\/li>\n

    • \n

      \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u06a9\u0627\u0644\u0645\u0627\u062a \u0648 \u062d\u0641\u0638 \u062d\u0627\u0641\u0638\u0647:<\/strong> \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u062d\u0641\u0638 \u0633\u0627\u0628\u0642\u0647 \u0645\u06a9\u0627\u0644\u0645\u0627\u062a \u0648 \u0641\u0631\u0627\u0647\u0645 \u0622\u0648\u0631\u062f\u0646 \u06cc\u06a9 \u062a\u062c\u0631\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u06cc \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0648 \u0647\u0648\u0634\u0645\u0646\u062f \u062f\u0631 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0686\u062a \u0631\u0627 \u0641\u0631\u0627 \u0628\u06af\u06cc\u0631\u06cc\u062f.<\/p>\n<\/li>\n

    • \n

      \u0627\u062a\u0635\u0627\u0644 LLMs \u0628\u0647 \u0645\u0646\u0627\u0628\u0639 \u062f\u0627\u062f\u0647 \u062e\u0627\u0631\u062c\u06cc:<\/strong> \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u06cc\u062f \u0686\u06af\u0648\u0646\u0647 LLM<\/span>\u0647\u0627 \u0631\u0627 \u0628\u0647 \u067e\u0627\u06cc\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647\u060c API<\/span>\u0647\u0627\u06cc \u062e\u0627\u0631\u062c\u06cc \u0648 \u0633\u0627\u06cc\u0631 \u0645\u0646\u0627\u0628\u0639 \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u0645\u062a\u0635\u0644 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u062f\u0627\u0646\u0634 \u0639\u0645\u0648\u0645\u06cc \u06af\u0633\u062a\u0631\u0634 \u062f\u0647\u06cc\u062f.<\/p>\n<\/li>\n

    • \n

      \u0631\u0641\u0639 \u0627\u0634\u06a9\u0627\u0644 \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc:<\/strong> \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0627\u0634\u06a9\u0627\u0644\u200c\u0632\u062f\u0627\u06cc\u06cc\u060c \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0686\u062a \u062e\u0648\u062f \u0631\u0627 \u06a9\u0633\u0628 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0627\u0632 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0648 \u062f\u0642\u062a \u0622\u0646\u200c\u0647\u0627 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u06cc\u062f.<\/p>\n<\/li>\n

    • \n

      \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc:<\/strong> \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0627 \u062a\u0645\u0631\u06a9\u0632 \u0628\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc\u060c \u0628\u0647 \u0634\u0645\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u062f\u0627\u0646\u0634 \u062a\u0626\u0648\u0631\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u062f\u0647 \u0648 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0686\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u0627\u0632 \u0627\u0628\u062a\u062f\u0627 \u062a\u0627 \u0627\u0646\u062a\u0647\u0627 \u0628\u0633\u0627\u0632\u06cc\u062f.<\/p>\n<\/li>\n<\/ul>\n<\/div>\n

      \u0645\u0632\u0627\u06cc\u0627\u06cc \u0634\u0631\u06a9\u062a \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647<\/h2>\n
      \n

      \u0634\u0631\u06a9\u062a \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0646\u0647 \u062a\u0646\u0647\u0627 \u062f\u0627\u0646\u0634 \u0634\u0645\u0627 \u0631\u0627 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f\u060c \u0628\u0644\u06a9\u0647 \u0645\u0632\u0627\u06cc\u0627\u06cc \u0645\u0644\u0645\u0648\u0633\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u0633\u06cc\u0631 \u0634\u063a\u0644\u06cc \u0634\u0645\u0627 \u0628\u0647 \u0627\u0631\u0645\u063a\u0627\u0646 \u0645\u06cc\u200c\u0622\u0648\u0631\u062f:<\/p>\n

        \n
      • \n

        \u06a9\u0633\u0628 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0648 \u0628\u0647\u200c\u0631\u0648\u0632:<\/strong> \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc\u06cc \u06a9\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0647 \u0633\u0631\u0639\u062a \u062f\u0631 \u062d\u0627\u0644 \u067e\u06cc\u0634\u0631\u0641\u062a \u0627\u0633\u062a\u060c \u0634\u0645\u0627 \u0628\u0627 \u062c\u062f\u06cc\u062f\u062a\u0631\u06cc\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627 \u0648 \u0641\u0631\u06cc\u0645\u200c\u0648\u0631\u06a9\u200c\u0647\u0627 \u06a9\u0627\u0631 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f \u06a9\u0647 \u062f\u0631 \u0628\u0627\u0632\u0627\u0631 \u06a9\u0627\u0631 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0648\u0631\u062f \u062a\u0642\u0627\u0636\u0627 \u0647\u0633\u062a\u0646\u062f.<\/p>\n<\/li>\n

      • \n

        \u0627\u0641\u0632\u0627\u06cc\u0634 \u0641\u0631\u0635\u062a\u200c\u0647\u0627\u06cc \u0634\u063a\u0644\u06cc:<\/strong> \u0628\u0627 \u062a\u0633\u0644\u0637 \u0628\u0631 OpenAI<\/span> \u0648 LangChain<\/span>\u060c \u0634\u0645\u0627 \u0628\u0647 \u06cc\u06a9\u06cc \u0627\u0632 \u06a9\u0627\u0646\u062f\u06cc\u062f\u0627\u0647\u0627\u06cc \u0628\u0631\u062a\u0631 \u0628\u0631\u0627\u06cc \u0645\u0648\u0642\u0639\u06cc\u062a\u200c\u0647\u0627\u06cc \u0634\u063a\u0644\u06cc \u062f\u0631 \u062d\u0648\u0632\u0647 \u062a\u0648\u0633\u0639\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u0645\u0647\u0646\u062f\u0633\u06cc ML<\/span> \u0648 \u0639\u0644\u0648\u0645 \u062f\u0627\u062f\u0647 \u062a\u0628\u062f\u06cc\u0644 \u062e\u0648\u0627\u0647\u06cc\u062f \u0634\u062f.<\/p>\n<\/li>\n

      • \n

        \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0633\u0627\u062e\u062a \u0631\u0627\u0647\u200c\u062d\u0644\u200c\u0647\u0627\u06cc \u0646\u0648\u0622\u0648\u0631\u0627\u0646\u0647:<\/strong> \u0642\u0627\u062f\u0631 \u062e\u0648\u0627\u0647\u06cc\u062f \u0628\u0648\u062f \u0627\u06cc\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0645\u0634\u06a9\u0644\u0627\u062a \u0648\u0627\u0642\u0639\u06cc \u0631\u0627 \u062d\u0644 \u06a9\u0631\u062f\u0647 \u0648 \u0627\u0631\u0632\u0634\u200c\u0622\u0641\u0631\u06cc\u0646\u06cc \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n

      • \n

        \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u067e\u0631\u0648\u0698\u0647 \u0645\u062d\u0648\u0631:<\/strong> \u0628\u0647 \u062c\u0627\u06cc \u062a\u0645\u0631\u06a9\u0632 \u0635\u0631\u0641 \u0628\u0631 \u062a\u0626\u0648\u0631\u06cc\u060c \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0631 \u0633\u0627\u062e\u062a \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u062a\u0623\u06a9\u06cc\u062f \u062f\u0627\u0631\u062f\u060c \u06a9\u0647 \u0628\u0647 \u0634\u0645\u0627 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u0642\u0627\u0628\u0644\u0647 \u0628\u0627 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0631\u0627 \u0628\u0647 \u062f\u0633\u062a \u0645\u06cc\u200c\u0622\u0648\u0631\u06cc\u062f.<\/p>\n<\/li>\n

      • \n

        \u062f\u0631\u06a9 \u0639\u0645\u06cc\u0642 \u0645\u0639\u0645\u0627\u0631\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u06a9\u0627\u0644\u0645\u0647\u200c\u0627\u06cc:<\/strong> \u0634\u0645\u0627 \u0646\u0647 \u062a\u0646\u0647\u0627 \u0646\u062d\u0648\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0631\u0627 \u06cc\u0627\u062f \u0645\u06cc\u200c\u06af\u06cc\u0631\u06cc\u062f\u060c \u0628\u0644\u06a9\u0647 \u062f\u0631\u06a9 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0627\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627 \u0627\u0632 \u062f\u0631\u0648\u0646 \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0648 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631 \u0648 \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u062e\u062a.<\/p>\n<\/li>\n

      • \n

        \u062f\u0633\u062a\u0631\u0633\u06cc \u0622\u0641\u0644\u0627\u06cc\u0646 \u0648 \u067e\u0627\u06cc\u062f\u0627\u0631:<\/strong> \u0628\u0627 \u0627\u0631\u0627\u0626\u0647 \u062f\u0648\u0631\u0647 \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 \u0645\u0645\u0648\u0631\u06cc \u06f3\u06f2 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a\u06cc<\/span>\u060c \u0634\u0645\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u062f\u0648\u0646 \u0646\u06af\u0631\u0627\u0646\u06cc \u0627\u0632 \u0642\u0637\u0639\u06cc \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u06cc\u0627 \u0633\u0631\u0639\u062a \u067e\u0627\u06cc\u06cc\u0646\u060c \u062f\u0631 \u0647\u0631 \u0632\u0645\u0627\u0646 \u0648 \u0645\u06a9\u0627\u0646\u06cc \u0628\u0647 \u0645\u062d\u062a\u0648\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f.<\/p>\n<\/li>\n<\/ul>\n<\/div>\n

        \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0631\u0627\u06cc \u0686\u0647 \u06a9\u0633\u0627\u0646\u06cc \u0645\u0646\u0627\u0633\u0628 \u0627\u0633\u062a\u061f<\/h2>\n
        \n

        \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0631\u0627\u06cc \u0637\u06cc\u0641 \u0648\u0633\u06cc\u0639\u06cc \u0627\u0632 \u0627\u0641\u0631\u0627\u062f \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u062a\u0642\u0648\u06cc\u062a \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u062e\u0648\u062f \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0647\u0633\u062a\u0646\u062f:<\/p>\n

          \n
        • \n

          \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u067e\u0627\u06cc\u062a\u0648\u0646:<\/strong> \u06a9\u0633\u0627\u0646\u06cc \u06a9\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u0646\u062f \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u062d\u0648\u0632\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0633\u0627\u062e\u062a \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0686\u062a \u06af\u0633\u062a\u0631\u0634 \u062f\u0647\u0646\u062f.<\/p>\n<\/li>\n

        • \n

          \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062f\u0627\u062f\u0647 \u0648 \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646:<\/strong> \u0627\u0641\u0631\u0627\u062f\u06cc \u06a9\u0647 \u0645\u0627\u06cc\u0644\u0646\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc LLM<\/span> \u0631\u0627 \u062f\u0631 \u062c\u0631\u06cc\u0627\u0646 \u06a9\u0627\u0631\u06cc \u062e\u0648\u062f \u0627\u062f\u063a\u0627\u0645 \u06a9\u0631\u062f\u0647 \u0648 \u0627\u0632 \u0622\u0646\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n

        • \n

          \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631:<\/strong> \u06a9\u0633\u0627\u0646\u06cc \u06a9\u0647 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0633\u0627\u062e\u062a \u0646\u0633\u0644 \u0628\u0639\u062f\u06cc \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0648 \u0645\u062c\u0647\u0632 \u0628\u0647 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0645\u06a9\u0627\u0644\u0645\u0647\u200c\u0627\u06cc \u0647\u0633\u062a\u0646\u062f.<\/p>\n<\/li>\n

        • \n

          \u0639\u0644\u0627\u0642\u0647\u200c\u0645\u0646\u062f\u0627\u0646 \u0628\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc:<\/strong> \u0647\u0631 \u06a9\u0633\u06cc \u06a9\u0647 \u06a9\u0646\u062c\u06a9\u0627\u0648\u06cc \u0648 \u0627\u0634\u062a\u06cc\u0627\u0642 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u0644\u06cc \u0633\u0627\u062e\u062a \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0628\u0627 OpenAI<\/span> \u0648 LangChain<\/span> \u0631\u0627 \u062f\u0627\u0631\u062f.<\/p>\n<\/li>\n<\/ul>\n<\/div>\n

          \u067e\u06cc\u0634\u200c\u0646\u06cc\u0627\u0632\u0647\u0627<\/h2>\n
          \n

          \u0628\u0631\u0627\u06cc \u0628\u0647\u0631\u0647\u200c\u0628\u0631\u062f\u0627\u0631\u06cc \u062d\u062f\u0627\u06a9\u062b\u0631\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647\u060c \u062f\u0627\u0634\u062a\u0646 \u067e\u06cc\u0634\u200c\u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u0632\u06cc\u0631 \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f:<\/p>\n

            \n
          • \n

            \u0622\u0634\u0646\u0627\u06cc\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0628\u0627 \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646:<\/strong> \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0646\u0648\u0634\u062a\u0646 \u06a9\u062f\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u0633\u0637\u062d \u067e\u0627\u06cc\u0647 \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a.<\/p>\n<\/li>\n

          • \n

            \u062f\u0631\u06a9 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u067e\u0627\u06cc\u0647:<\/strong> \u0645\u0627\u0646\u0646\u062f \u062a\u0648\u0627\u0628\u0639\u060c \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u060c \u062d\u0644\u0642\u0647\u200c\u0647\u0627 \u0648 \u0633\u0627\u062e\u062a\u0627\u0631\u0647\u0627\u06cc \u062f\u0627\u062f\u0647.<\/p>\n<\/li>\n

          • \n

            \u0627\u0634\u062a\u06cc\u0627\u0642 \u0628\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc:<\/strong> \u0639\u0644\u0627\u0642\u0647 \u0648 \u06a9\u0646\u062c\u06a9\u0627\u0648\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0627\u0648\u0634 \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc LLM<\/span>\u0647\u0627 \u0648 \u0633\u0627\u062e\u062a \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f.<\/p>\n<\/li>\n<\/ul>\n

            \u0647\u06cc\u0686 \u062f\u0627\u0646\u0634 \u0642\u0628\u0644\u06cc \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u06cc\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0647 \u0635\u0648\u0631\u062a \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0646\u06cc\u0633\u062a\u060c \u0632\u06cc\u0631\u0627 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0645\u0631\u062a\u0628\u0637 \u062f\u0631 \u0637\u0648\u0644 \u062f\u0648\u0631\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u06a9\u0627\u0645\u0644 \u062a\u0648\u0636\u06cc\u062d \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/p>\n<\/div>\n

            \u0633\u0631\u0641\u0635\u0644\u200c\u0647\u0627\u06cc \u062c\u0627\u0645\u0639 \u062f\u0648\u0631\u0647<\/h2>\n
            \n

            \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u0627\u0698\u0648\u0644\u0627\u0631 \u0648 \u06af\u0627\u0645 \u0628\u0647 \u06af\u0627\u0645 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a \u062a\u0627 \u0634\u0645\u0627 \u0631\u0627 \u0627\u0632 \u0645\u0641\u0627\u0647\u06cc\u0645 \u067e\u0627\u06cc\u0647 \u062a\u0627 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0647\u062f\u0627\u06cc\u062a \u06a9\u0646\u062f:<\/p>\n

              \n
            • \n

              \u0645\u0642\u062f\u0645\u0647\u200c\u0627\u06cc \u0628\u0631 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLMs) \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u06a9\u0627\u0644\u0645\u0647\u200c\u0627\u06cc:<\/strong><\/p>\n

                \n
              • \u0628\u0631\u0631\u0633\u06cc \u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u0648 \u062a\u06a9\u0627\u0645\u0644 LLM<\/span>\u0647\u0627<\/li>\n
              • \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627 \u0648 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af<\/span><\/li>\n
              • \u0645\u0641\u0627\u0647\u06cc\u0645 \u0627\u0633\u0627\u0633\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u06a9\u0627\u0644\u0645\u0647\u200c\u0627\u06cc<\/li>\n<\/ul>\n<\/li>\n
              • \n

                \u0622\u0634\u0646\u0627\u06cc\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0627 API\u0647\u0627\u06cc OpenAI:<\/strong><\/p>\n

                  \n
                • \u0646\u062d\u0648\u0647 \u062f\u0633\u062a\u0631\u0633\u06cc \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 API<\/span>\u0647\u0627\u06cc GPT-3.5<\/span>\u060c GPT-4<\/span> \u0648 \u0633\u0627\u06cc\u0631 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc OpenAI<\/span><\/li>\n
                • \u0645\u0641\u0627\u0647\u06cc\u0645 Prompt Engineering<\/span> \u0648 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u067e\u0631\u0627\u0645\u067e\u062a\u200c\u0647\u0627<\/li>\n
                • \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc Embedding<\/span> \u0628\u0631\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0645\u062a\u0646 \u0628\u0647 \u0628\u0631\u062f\u0627\u0631\u0647\u0627\u06cc \u0639\u062f\u062f\u06cc<\/li>\n<\/ul>\n<\/li>\n
                • \n

                  \u0645\u0639\u0631\u0641\u06cc \u0648 \u0634\u0631\u0648\u0639 \u0628\u0647 \u06a9\u0627\u0631 \u0628\u0627 LangChain:<\/strong><\/p>\n

                    \n
                  • \u0686\u0631\u0627 LangChain<\/span>\u061f \u0645\u0632\u0627\u06cc\u0627 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0622\u0646<\/li>\n
                  • \u0627\u062c\u0632\u0627\u06cc \u0627\u0635\u0644\u06cc LangChain<\/span>: LLM<\/span>\u0647\u0627\u060c Chat Models<\/span>\u060c Prompts<\/span>\u060c Output Parsers<\/span><\/li>\n
                  • \u0633\u0627\u062e\u062a \u0627\u0648\u0644\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0686\u062a \u0633\u0627\u062f\u0647 \u0628\u0627 LangChain<\/span><\/li>\n<\/ul>\n<\/li>\n
                  • \n

                    \u06a9\u0627\u0631 \u0628\u0627 \u0632\u0646\u062c\u06cc\u0631\u0647\u200c\u0647\u0627 (Chains) \u062f\u0631 LangChain:<\/strong><\/p>\n

                      \n
                    • \u0633\u0627\u062e\u062a Chains<\/span> \u0628\u0631\u0627\u06cc \u062a\u0639\u0631\u06cc\u0641 \u062a\u0648\u0627\u0644\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a<\/li>\n
                    • Simple Chains<\/span> \u0648 Sequential Chains<\/span><\/li>\n
                    • \u0627\u06cc\u062c\u0627\u062f Custom Chains<\/span> \u0628\u0631\u0627\u06cc \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u062a\u0631<\/li>\n<\/ul>\n<\/li>\n
                    • \n

                      \u0645\u062f\u06cc\u0631\u06cc\u062a \u062d\u0627\u0641\u0638\u0647 (Memory) \u0628\u0631\u0627\u06cc \u0645\u06a9\u0627\u0644\u0645\u0627\u062a \u0645\u062f\u0627\u0648\u0645:<\/strong><\/p>\n

                        \n
                      • \u0627\u0647\u0645\u06cc\u062a \u062d\u0641\u0638 \u0633\u0627\u0628\u0642\u0647 \u0645\u06a9\u0627\u0644\u0645\u0627\u062a \u062f\u0631 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0686\u062a<\/li>\n
                      • \u0627\u0646\u0648\u0627\u0639 Memory<\/span> \u062f\u0631 LangChain<\/span>: ConversationBufferMemory<\/span>\u060c ConversationSummaryMemory<\/span> \u0648 …<\/li>\n
                      • \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u062d\u0627\u0641\u0638\u0647 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0686\u062a\u200c\u0628\u0627\u062a\u200c\u0647\u0627\u06cc \u0628\u0627\u0647\u0648\u0634\u200c\u062a\u0631<\/li>\n<\/ul>\n<\/li>\n
                      • \n

                        \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0639\u0627\u0645\u0644\u200c\u0647\u0627 (Agents) \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 (Tools):<\/strong><\/p>\n

                          \n
                        • \u0645\u0639\u0631\u0641\u06cc Agents<\/span> \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u063a\u0632 \u0645\u062a\u0641\u06a9\u0631 LLM<\/span>\u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0627\u0642\u062f\u0627\u0645\u0627\u062a<\/li>\n
                        • \u0633\u0627\u062e\u062a \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Tools<\/span> \u0628\u0631\u0627\u06cc \u0627\u062a\u0635\u0627\u0644 LLM<\/span> \u0628\u0647 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u062e\u0627\u0631\u062c\u06cc (\u0645\u0627\u0646\u0646\u062f \u062c\u0633\u062a\u062c\u0648\u060c \u0645\u0627\u0634\u06cc\u0646 \u062d\u0633\u0627\u0628\u060c API<\/span>\u0647\u0627)<\/li>\n
                        • \u0637\u0631\u0627\u062d\u06cc Agents<\/span> \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u067e\u06cc\u0686\u06cc\u062f\u0647<\/li>\n<\/ul>\n<\/li>\n
                        • \n

                          \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0648 \u062a\u0648\u0644\u06cc\u062f \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc (RAG):<\/strong><\/p>\n

                            \n
                          • \u0631\u0641\u0639 \u0645\u0634\u06a9\u0644 “\u062a\u0648\u0647\u0645” (Hallucination) \u062f\u0631 LLM<\/span>\u0647\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 RAG<\/span><\/li>\n
                          • \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0627\u0633\u0646\u0627\u062f (Document Loaders<\/span>) \u0648 \u062a\u0642\u0633\u06cc\u0645\u200c\u0628\u0646\u062f\u06cc \u0645\u062a\u0646 (Text Splitters<\/span>)<\/li>\n
                          • \u06a9\u0627\u0631 \u0628\u0627 Vector Stores<\/span> (\u0645\u0627\u0646\u0646\u062f Chroma<\/span>\u060c FAISS<\/span>) \u0648 Embeddings<\/span><\/li>\n
                          • \u0633\u0627\u062e\u062a \u06cc\u06a9 \u067e\u0627\u06cc\u067e\u200c\u0644\u0627\u06cc\u0646 \u06a9\u0627\u0645\u0644 RAG<\/span> \u0628\u0631\u0627\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u0631\u0633\u0634 \u0648 \u067e\u0627\u0633\u062e \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062f\u0627\u0646\u0634 \u0627\u062e\u062a\u0635\u0627\u0635\u06cc<\/li>\n<\/ul>\n<\/li>\n
                          • \n

                            \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc:<\/strong><\/p>\n

                              \n
                            • \u0633\u0627\u062e\u062a \u06cc\u06a9 \u0686\u062a\u200c\u0628\u0627\u062a \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u0634\u062a\u0631\u06cc \u0647\u0648\u0634\u0645\u0646\u062f<\/li>\n
                            • \u062a\u0648\u0633\u0639\u0647 \u0633\u06cc\u0633\u062a\u0645\u06cc \u0628\u0631\u0627\u06cc \u067e\u0631\u0633\u0634 \u0648 \u067e\u0627\u0633\u062e \u0627\u0632 \u0627\u0633\u0646\u0627\u062f \u062f\u0627\u062e\u0644\u06cc \u0634\u0631\u06a9\u062a<\/li>\n
                            • \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u062f\u0633\u062a\u06cc\u0627\u0631 \u0634\u062e\u0635\u06cc \u0628\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u062a\u0635\u0627\u0644 \u0628\u0647 API<\/span>\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641<\/li>\n
                            • \u0627\u06cc\u062f\u0647\u200c\u067e\u0631\u062f\u0627\u0632\u06cc \u0648 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u067e\u0631\u0648\u0698\u0647 \u0646\u0647\u0627\u06cc\u06cc \u0634\u062e\u0635\u06cc<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n

                              \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0648 \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc<\/h2>\n
                              \n

                              \u062f\u0627\u0646\u0634 \u0648 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u06a9\u0633\u0628 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f\u060c \u0628\u0644\u0627\u0641\u0627\u0635\u0644\u0647 \u0642\u0627\u0628\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 \u0637\u06cc\u0641 \u0648\u0633\u06cc\u0639\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627 \u0647\u0633\u062a\u0646\u062f:<\/p>\n

                                \n
                              • \n

                                \u0686\u062a\u200c\u0628\u0627\u062a\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0628\u0631\u0627\u06cc \u062e\u062f\u0645\u0627\u062a \u0645\u0634\u062a\u0631\u06cc:<\/strong> \u067e\u0627\u0633\u062e\u06af\u0648\u06cc\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u0628\u0647 \u0633\u0648\u0627\u0644\u0627\u062a \u0645\u062a\u062f\u0627\u0648\u0644\u060c \u062d\u0644 \u0645\u0634\u06a9\u0644\u0627\u062a \u0631\u0627\u06cc\u062c \u0648 \u0647\u062f\u0627\u06cc\u062a \u0645\u0634\u062a\u0631\u06cc\u0627\u0646.<\/p>\n<\/li>\n

                              • \n

                                \u062f\u0633\u062a\u06cc\u0627\u0631\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u0647\u0627:<\/strong> \u06a9\u0645\u06a9 \u0628\u0647 \u06a9\u0627\u0631\u0645\u0646\u062f\u0627\u0646 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0633\u0631\u06cc\u0639 \u0628\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062f\u0627\u062e\u0644\u06cc\u060c \u062e\u0644\u0627\u0635\u0647 \u06a9\u0631\u062f\u0646 \u0627\u0633\u0646\u0627\u062f \u0637\u0648\u0644\u0627\u0646\u06cc \u0648 \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u0648\u0638\u0627\u06cc\u0641 \u0627\u062f\u0627\u0631\u06cc.<\/p>\n<\/li>\n

                              • \n

                                \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627:<\/strong> \u06a9\u0645\u06a9 \u0628\u0647 \u062a\u0648\u0644\u06cc\u062f\u06a9\u0646\u0646\u062f\u06af\u0627\u0646 \u0645\u062d\u062a\u0648\u0627 \u062f\u0631 \u0646\u0648\u0634\u062a\u0646 \u0645\u0642\u0627\u0644\u0627\u062a\u060c \u0627\u06cc\u0645\u06cc\u0644\u200c\u0647\u0627\u060c \u067e\u0633\u062a\u200c\u0647\u0627\u06cc \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u0648 \u062d\u062a\u06cc \u06a9\u062f\u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc.<\/p>\n<\/li>\n

                              • \n

                                \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0634\u062e\u0635\u06cc\u200c\u0633\u0627\u0632\u06cc \u0634\u062f\u0647:<\/strong> \u0633\u0627\u062e\u062a \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0627 \u062f\u0631\u06a9 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u060c \u0645\u062d\u062a\u0648\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0645\u0646\u0627\u0633\u0628 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u0646\u062f \u0648 \u0628\u0647 \u0633\u0648\u0627\u0644\u0627\u062a \u0622\u0646\u200c\u0647\u0627 \u067e\u0627\u0633\u062e \u062f\u0647\u0646\u062f.<\/p>\n<\/li>\n

                              • \n

                                \u0627\u062f\u063a\u0627\u0645 \u0628\u0627 \u067e\u0644\u062a\u0641\u0631\u0645\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f:<\/strong> \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u062a\u0635\u0627\u0644 LLM<\/span>\u0647\u0627 \u0648 LangChain<\/span> \u0628\u0627 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc CRM<\/span>\u060c \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u067e\u0631\u0648\u0698\u0647 \u0648 \u0633\u0627\u06cc\u0631 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc.<\/p>\n<\/li>\n<\/ul>\n

                                \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u0627\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627 \u0646\u0647 \u062a\u0646\u0647\u0627 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f\u060c \u0628\u0644\u06a9\u0647 \u062a\u062c\u0631\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0631\u0627 \u0646\u06cc\u0632 \u0628\u0647\u0628\u0648\u062f \u0645\u06cc\u200c\u0628\u062e\u0634\u0646\u062f.<\/p>\n<\/div>\n

                                \u0646\u062d\u0648\u0647 \u0627\u0631\u0627\u0626\u0647 \u062f\u0648\u0631\u0647: \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 \u0645\u0645\u0648\u0631\u06cc \u06f3\u06f2 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a\u06cc<\/h2>\n
                                \n

                                \u0628\u0647 \u0645\u0646\u0638\u0648\u0631 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u06cc\u200c\u0648\u0642\u0641\u0647 \u0648 \u067e\u0627\u06cc\u062f\u0627\u0631 \u0634\u0645\u0627 \u0628\u0647 \u0645\u062d\u062a\u0648\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc\u060c \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u0641\u06cc\u0632\u06cc\u06a9\u06cc \u0648 \u0628\u0631 \u0631\u0648\u06cc \u06cc\u06a9 \u0641\u0644\u0634 \u0645\u0645\u0648\u0631\u06cc \u06f3\u06f2 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a\u06cc<\/span> \u0628\u0627 \u06a9\u06cc\u0641\u06cc\u062a \u0628\u0627\u0644\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u062f\u0627\u0631\u0627\u06cc \u0645\u0632\u0627\u06cc\u0627\u06cc \u0645\u062a\u0639\u062f\u062f\u06cc \u0627\u0633\u062a:<\/p>\n

                                  \n
                                • \n

                                  \u062f\u0633\u062a\u0631\u0633\u06cc \u0622\u0641\u0644\u0627\u06cc\u0646:<\/strong> \u062a\u0645\u0627\u0645\u06cc \u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u060c \u06a9\u062f\u0647\u0627\u06cc \u0646\u0645\u0648\u0646\u0647 \u0648 \u0645\u0646\u0627\u0628\u0639 \u0622\u0645\u0648\u0632\u0634\u06cc \u0631\u0648\u06cc \u0641\u0644\u0634 \u0645\u0645\u0648\u0631\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0627\u062a\u0635\u0627\u0644 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0628\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u067e\u0631\u062f\u0627\u0632\u06cc\u062f.<\/p>\n<\/li>\n

                                • \n

                                  \u067e\u0627\u06cc\u062f\u0627\u0631\u06cc \u0648 \u0627\u0645\u0646\u06cc\u062a:<\/strong> \u0645\u062d\u062a\u0648\u0627\u06cc \u062f\u0648\u0631\u0647 \u0647\u0645\u06cc\u0634\u0647 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0634\u0645\u0627 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f \u0648 \u0646\u06af\u0631\u0627\u0646 \u0627\u0632 \u062f\u0633\u062a \u062f\u0627\u062f\u0646 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0645\u0634\u06a9\u0644\u0627\u062a \u0627\u06cc\u0646\u062a\u0631\u0646\u062a\u06cc \u06cc\u0627 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u067e\u0644\u062a\u0641\u0631\u0645 \u0646\u062e\u0648\u0627\u0647\u06cc\u062f \u0628\u0648\u062f.<\/p>\n<\/li>\n

                                • \n

                                  \u0642\u0627\u0628\u0644\u06cc\u062a \u062d\u0645\u0644:<\/strong> \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0641\u0644\u0634 \u0645\u0645\u0648\u0631\u06cc \u0631\u0627 \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0628\u0627 \u062e\u0648\u062f \u062d\u0645\u0644 \u06a9\u0631\u062f\u0647 \u0648 \u062f\u0631 \u0647\u0631 \u0631\u0627\u06cc\u0627\u0646\u0647\u200c\u0627\u06cc \u06a9\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u062f\u060c \u0627\u0632 \u0645\u062d\u062a\u0648\u0627\u06cc \u062f\u0648\u0631\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<\/li>\n<\/ul>\n

                                  \u062a\u0623\u06a9\u06cc\u062f \u0645\u06cc\u200c\u0634\u0648\u062f: \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u062f\u0627\u0646\u0644\u0648\u062f\u06cc \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0646\u06cc\u0633\u062a \u0648 \u0635\u0631\u0641\u0627\u064b \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0641\u0644\u0634 \u0645\u0645\u0648\u0631\u06cc \u06f3\u06f2 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a\u06cc \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/strong><\/p>\n<\/div>\n

                                  \u0646\u062a\u06cc\u062c\u0647\u200c\u06af\u06cc\u0631\u06cc<\/h2>\n
                                  \n

                                  \u062f\u0648\u0631\u0647 “\u0633\u0627\u062e\u062a \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0686\u062a \u0628\u0627 OpenAI \u0648 LangChain (2024)”<\/span> \u0628\u06cc\u0634 \u0627\u0632 \u06cc\u06a9 \u062f\u0648\u0631\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc \u0633\u0627\u062f\u0647 \u0627\u0633\u062a\u061b \u0627\u06cc\u0646 \u06cc\u06a9 \u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc \u062f\u0631 \u0622\u06cc\u0646\u062f\u0647 \u062d\u0631\u0641\u0647\u200c\u0627\u06cc \u0634\u0645\u0627\u0633\u062a. \u0628\u0627 \u0634\u0631\u06a9\u062a \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647\u060c \u0634\u0645\u0627 \u0646\u0647 \u062a\u0646\u0647\u0627 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0641\u0646\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631 \u0628\u0627 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u200c\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u06a9\u0633\u0628 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f\u060c \u0628\u0644\u06a9\u0647 \u0642\u0627\u062f\u0631 \u062e\u0648\u0627\u0647\u06cc\u062f \u0628\u0648\u062f \u0627\u06cc\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0644\u0627\u0642\u0627\u0646\u0647 \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0648\u0627\u0642\u0639\u06cc\u062a \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u062f\u0647 \u0648 \u062f\u0631 \u0644\u0628\u0647\u200c\u06cc \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u0646\u0648\u06cc\u0646 \u0642\u0631\u0627\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f.<\/p>\n

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                                  \u0646\u0627\u0645 \u0645\u062d\u0635\u0648\u0644 \u0628\u0647 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc Udemy – Build Chat Applications with OpenAI and LangChain 2024-9 – \u0646\u0627\u0645 \u0645\u062d\u0635\u0648\u0644 \u0628\u0647 \u0641\u0627\u0631\u0633\u06cc \u062f\u0648\u0631\u0647: […]<\/p>\n","protected":false},"featured_media":113382,"comment_status":"open","ping_status":"closed","template":"","meta":{"pmpro_default_level":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}}},"product_cat":[1225],"product_tag":[29784,65768,31164,107,52780,77,1245,3014,19,1675,11833,8610,1303,1243,1128,52777,1227,1671,52435,65744,1013,46903,66060,261,267],"class_list":{"0":"post-123305","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-1225","7":"product_tag-29784","8":"product_tag-32gb-flash-drive","9":"product_tag-ai-chatbot","10":"product_tag-artificial-intelligence","11":"product_tag-chat-application","12":"product_tag-development","13":"product_tag-english-tag","14":"product_tag-langchain","15":"product_tag-machine-learning","16":"product_tag-natural-language-processing","17":"product_tag-offline-course","18":"product_tag-openai","19":"product_tag-python","20":"product_tag-udemy","21":"product_tag-udemy-course","22":"product_tag-52777","23":"product_tag-1227","24":"product_tag-1671","25":"product_tag-52435","26":"product_tag-65744","27":"product_tag-1013","28":"product_tag-46903","29":"product_tag---32-","30":"product_tag-261","31":"product_tag-267","32":"pmpro-has-access","33":"desktop-align-left","34":"tablet-align-left","35":"mobile-align-left","37":"first","38":"instock","39":"shipping-taxable","40":"purchasable","41":"product-type-variable"},"yoast_head":"\n\u062f\u0648\u0631\u0647: \u0633\u0627\u062e\u062a \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0686\u062a \u0628\u0627 OpenAI \u0648 LangChain (2024) \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 32GB - 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