{"id":321076,"date":"2025-12-04T19:35:11","date_gmt":"2025-12-04T20:35:11","guid":{"rendered":"https:\/\/express24.ir\/d\/product\/supercourse-0000015983\/"},"modified":"2025-12-21T09:18:00","modified_gmt":"2025-12-21T10:18:00","slug":"supercourse-0000015983","status":"publish","type":"product","link":"https:\/\/express24.ir\/d\/product\/supercourse-0000015983\/","title":{"rendered":"\u06a9\u062a\u0627\u0628 \u0645\u0633\u062a\u0631\u06a9\u0644\u0627\u0633 \u062a\u0648\u0633\u0639\u0647 LLM \u0645\u062d\u0644\u06cc \u0628\u0627 Ollama: \u0622\u0632\u0627\u062f\u06cc \u0646\u0648\u0622\u0648\u0631\u06cc \u0648 \u06a9\u0627\u0647\u0634 \u0686\u0634\u0645\u06af\u06cc\u0631 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627"},"content":{"rendered":"
\n

\ud83c\udf93 \u062f\u0648\u0631\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc \u062c\u0627\u0645\u0639<\/h2>\n<\/p><\/div>\n
\n

\ud83d\udcda \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062f\u0648\u0631\u0647<\/h3>\n

\u0639\u0646\u0648\u0627\u0646 \u062f\u0648\u0631\u0647:<\/strong> \u0645\u0633\u062a\u0631\u06a9\u0644\u0627\u0633 \u062a\u0648\u0633\u0639\u0647 LLM \u0645\u062d\u0644\u06cc \u0628\u0627 Ollama: \u0622\u0632\u0627\u062f\u06cc \u0646\u0648\u0622\u0648\u0631\u06cc \u0648 \u06a9\u0627\u0647\u0634 \u0686\u0634\u0645\u06af\u06cc\u0631 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627<\/p>\n

\u0645\u0648\u0636\u0648\u0639 \u06a9\u0644\u06cc:<\/strong> \u0641\u0631\u0627\u06af\u06cc\u0631\u0633\u0627\u0632\u06cc \u0648 \u0628\u0648\u0645\u06cc\u200c\u0633\u0627\u0632\u06cc \u062a\u0648\u0633\u0639\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/p>\n

\u0645\u0648\u0636\u0648\u0639 \u0645\u06cc\u0627\u0646\u06cc:<\/strong> \u0631\u0627\u0647\u06a9\u0627\u0631\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0642\u0631\u0648\u0646\u200c\u0628\u0647\u200c\u0635\u0631\u0641\u0647 \u0648 \u062f\u0633\u062a\u0631\u0633\u200c\u067e\u0630\u06cc\u0631<\/p>\n<\/div>\n

\n

\ud83d\udccb \u0633\u0631\u0641\u0635\u0644\u200c\u0647\u0627\u06cc \u062f\u0648\u0631\u0647 (100 \u0645\u0648\u0636\u0648\u0639)<\/h3>\n
    \n
  • \n 1.<\/span> \u0645\u0642\u062f\u0645\u0647\u200c\u0627\u06cc \u0628\u0631 \u0639\u0635\u0631 \u062c\u062f\u06cc\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc: \u0641\u0631\u0627\u062a\u0631 \u0627\u0632 API\u0647\u0627\u06cc \u062a\u0648\u06a9\u0646\u06cc\u0632\u0647 \u0634\u062f\u0647\n <\/li>\n
  • \n 2.<\/span> \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 API: \u0647\u0632\u06cc\u0646\u0647\u060c \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u0648 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\n <\/li>\n
  • \n 3.<\/span> \u0645\u0641\u0647\u0648\u0645 \u062f\u0645\u0648\u06a9\u0631\u0627\u062a\u06cc\u0632\u0627\u0633\u06cc\u0648\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc: \u0642\u062f\u0631\u062a \u062f\u0631 \u062f\u0633\u062a\u0627\u0646 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646\n <\/li>\n
  • \n 4.<\/span> \u0686\u0631\u0627 LLM \u0645\u062d\u0644\u06cc\u061f \u0645\u0632\u0627\u06cc\u0627\u06cc \u0627\u0633\u062a\u0642\u0644\u0627\u0644\u060c \u06a9\u0646\u062a\u0631\u0644 \u0648 \u06a9\u0627\u0647\u0634 \u0647\u0632\u06cc\u0646\u0647\n <\/li>\n
  • \n 5.<\/span> \u0645\u0639\u0631\u0641\u06cc Ollama: \u062f\u0631\u0648\u0627\u0632\u0647\u200c\u0627\u06cc \u0628\u0647 \u062f\u0646\u06cc\u0627\u06cc LLM\u0647\u0627\u06cc \u0645\u062a\u0646\u200c\u0628\u0627\u0632\n <\/li>\n
  • \n 6.<\/span> \u0645\u0642\u0627\u06cc\u0633\u0647 Ollama \u0628\u0627 \u0633\u0627\u06cc\u0631 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u062d\u0644\u06cc (LM Studio, Jan)\n <\/li>\n
  • \n 7.<\/span> \u0645\u0631\u0648\u0631\u06cc \u0628\u0631 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u200c\u0628\u0627\u0632 (Llama, Mistral, Gemma)\n <\/li>\n
  • \n 8.<\/span> \u0645\u0628\u0627\u0646\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af (LLM): \u0622\u0646\u0686\u0647 \u0647\u0631 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u0647\u200c\u0627\u06cc \u0628\u0627\u06cc\u062f \u0628\u062f\u0627\u0646\u062f\n <\/li>\n
  • \n 9.<\/span> \u062a\u0648\u06a9\u0646\u200c\u0647\u0627\u060c \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627 \u0648 \u0645\u0639\u0645\u0627\u0631\u06cc: \u0622\u0646\u0627\u062a\u0648\u0645\u06cc \u06cc\u06a9 LLM\n <\/li>\n
  • \n 10.<\/span> \u062a\u0641\u0627\u0648\u062a \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u0647 (Base) \u0648 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062a\u0646\u0638\u06cc\u0645\u200c\u0634\u062f\u0647 (Instruct\/Chat)\n <\/li>\n
  • \n 11.<\/span> \u0645\u0641\u0647\u0648\u0645 \u06a9\u0648\u0627\u0646\u062a\u06cc\u0632\u06cc\u0634\u0646 (Quantization): \u06a9\u0644\u06cc\u062f \u0627\u062c\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0631\u0648\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u0645\u0639\u0645\u0648\u0644\u06cc\n <\/li>\n
  • \n 12.<\/span> \u067e\u06cc\u0634\u200c\u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u06cc \u0648 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0645\u062d\u0644\u06cc\n <\/li>\n
  • \n 13.<\/span> \u0646\u0635\u0628 \u0648 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc Ollama \u0631\u0648\u06cc \u0648\u06cc\u0646\u062f\u0648\u0632\n <\/li>\n
  • \n 14.<\/span> \u0646\u0635\u0628 \u0648 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc Ollama \u0631\u0648\u06cc macOS\n <\/li>\n
  • \n 15.<\/span> \u0646\u0635\u0628 \u0648 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc Ollama \u0631\u0648\u06cc \u0644\u06cc\u0646\u0648\u06a9\u0633\n <\/li>\n
  • \n 16.<\/span> \u06a9\u0627\u0631 \u0628\u0627 \u062e\u0637 \u0641\u0631\u0645\u0627\u0646 Ollama: \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0636\u0631\u0648\u0631\u06cc\n <\/li>\n
  • \n 17.<\/span> \u0627\u062c\u0631\u0627\u06cc \u0627\u0648\u0644\u06cc\u0646 \u0645\u062f\u0644: `ollama run llama3`\n <\/li>\n
  • \n 18.<\/span> \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0645\u062f\u0644 \u062f\u0631 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644: \u0627\u0648\u0644\u06cc\u0646 \u062a\u062c\u0631\u0628\u0647 \u0686\u062a\n <\/li>\n
  • \n 19.<\/span> \u0644\u06cc\u0633\u062a \u06a9\u0631\u062f\u0646\u060c \u062d\u0630\u0641 \u06a9\u0631\u062f\u0646 \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062f\u0627\u0646\u0644\u0648\u062f \u0634\u062f\u0647\n <\/li>\n
  • \n 20.<\/span> \u0628\u0631\u0631\u0633\u06cc \u062c\u0632\u0626\u06cc\u0627\u062a \u06cc\u06a9 \u0645\u062f\u0644 \u0628\u0627 \u062f\u0633\u062a\u0648\u0631 `ollama show`\n <\/li>\n
  • \n 21.<\/span> \u0633\u0627\u062e\u062a\u0627\u0631 Modelfile: \u0642\u0644\u0628 \u0633\u0641\u0627\u0631\u0634\u06cc\u200c\u0633\u0627\u0632\u06cc \u062f\u0631 Ollama\n <\/li>\n
  • \n 22.<\/span> \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u062f\u0631 Modelfile: `TEMPERATURE`, `TOP_P`, `TOP_K`\n <\/li>\n
  • \n 23.<\/span> \u0634\u062e\u0635\u06cc\u200c\u0633\u0627\u0632\u06cc \u067e\u06cc\u0627\u0645 \u0633\u06cc\u0633\u062a\u0645\u06cc (System Prompt) \u0628\u0631\u0627\u06cc \u06a9\u0646\u062a\u0631\u0644 \u0631\u0641\u062a\u0627\u0631 \u0645\u062f\u0644\n <\/li>\n
  • \n 24.<\/span> \u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0646 \u0648 \u062a\u0631\u06a9\u06cc\u0628 \u0645\u062f\u0644\u200c\u0647\u0627 \u0628\u0627 \u062f\u0633\u062a\u0648\u0631 `FROM`\n <\/li>\n
  • \n 25.<\/span> \u0633\u0627\u062e\u062a \u0627\u0648\u0644\u06cc\u0646 Modelfile \u0633\u0641\u0627\u0631\u0634\u06cc\n <\/li>\n
  • \n 26.<\/span> \u0628\u06cc\u0644\u062f \u06a9\u0631\u062f\u0646 \u0648 \u0627\u062c\u0631\u0627\u06cc \u0645\u062f\u0644 \u0634\u062e\u0635\u06cc\u200c\u0633\u0627\u0632\u06cc \u0634\u062f\u0647 \u0628\u0627 `ollama create`\n <\/li>\n
  • \n 27.<\/span> \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9\u200c\u06af\u0630\u0627\u0631\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc \u062f\u0631 \u0631\u062c\u06cc\u0633\u062a\u0631\u06cc Ollama\n <\/li>\n
  • \n 28.<\/span> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 API \u0645\u062d\u0644\u06cc Ollama: \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0627 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u0634\u0645\u0627\n <\/li>\n
  • \n 29.<\/span> \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 Endpoint\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc: `generate`, `chat`, `embeddings`\n <\/li>\n
  • \n 30.<\/span> \u0627\u0631\u0633\u0627\u0644 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0628\u0647 API \u0628\u0627 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f cURL \u06cc\u0627 Postman\n <\/li>\n
  • \n 31.<\/span> \u0633\u0627\u062e\u062a \u06cc\u06a9 \u0686\u062a\u200c\u0628\u0627\u062a \u0633\u0627\u062f\u0647 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 `requests`\n <\/li>\n
  • \n 32.<\/span> \u0645\u0639\u0631\u0641\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0631\u0633\u0645\u06cc Ollama \u0628\u0631\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 \u062c\u0627\u0648\u0627\u0627\u0633\u06a9\u0631\u06cc\u067e\u062a\n <\/li>\n
  • \n 33.<\/span> \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u067e\u0631\u0648\u0698\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 \u0646\u0635\u0628 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 `ollama`\n <\/li>\n
  • \n 34.<\/span> \u0627\u0631\u0633\u0627\u0644 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627\u06cc Streaming \u0628\u0631\u0627\u06cc \u062a\u062c\u0631\u0628\u0647 \u0686\u062a \u0622\u0646\u06cc\n <\/li>\n
  • \n 35.<\/span> \u0645\u062f\u06cc\u0631\u06cc\u062a \u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u0645\u06a9\u0627\u0644\u0645\u0647 \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u0686\u062a\n <\/li>\n
  • \n 36.<\/span> \u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627: \u0627\u0632 \u0646\u0648\u0634\u062a\u0646 \u0627\u06cc\u0645\u06cc\u0644 \u062a\u0627 \u062e\u0644\u0627\u0635\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u062a\u0648\u0646\n <\/li>\n
  • \n 37.<\/span> \u0633\u0627\u062e\u062a \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u062e\u0644\u0627\u0635\u0647\u200c\u0633\u0627\u0632 \u0645\u062a\u0646 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 Ollama\n <\/li>\n
  • \n 38.<\/span> \u0627\u062f\u063a\u0627\u0645 Ollama \u0628\u0627 \u062c\u0627\u0648\u0627\u0627\u0633\u06a9\u0631\u06cc\u067e\u062a (Node.js) \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0648\u0628 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\n <\/li>\n
  • \n 39.<\/span> \u067e\u0631\u0648\u0698\u0647 \u0639\u0645\u0644\u06cc: \u0633\u0627\u062e\u062a \u06cc\u06a9 \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0648\u0628 \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u0686\u062a \u0628\u0627 \u0645\u062f\u0644\n <\/li>\n
  • \n 40.<\/span> \u0645\u0641\u0647\u0648\u0645 Embedding \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f \u0622\u0646 \u062f\u0631 \u062c\u0633\u062a\u062c\u0648\u06cc \u0645\u0639\u0646\u0627\u06cc\u06cc\n <\/li>\n
  • \n 41.<\/span> \u062a\u0648\u0644\u06cc\u062f Embedding \u0628\u0631\u0627\u06cc \u0645\u062a\u0648\u0646 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Ollama API\n <\/li>\n
  • \n 42.<\/span> \u0633\u0627\u062e\u062a \u06cc\u06a9 \u0645\u0648\u062a\u0648\u0631 \u062c\u0633\u062a\u062c\u0648\u06cc \u0645\u0639\u0646\u0627\u06cc\u06cc \u0633\u0627\u062f\u0647 \u0631\u0648\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u06a9\u0648\u0686\u06a9\n <\/li>\n
  • \n 43.<\/span> \u0645\u0639\u0645\u0627\u0631\u06cc RAG (Retrieval-Augmented Generation): \u0642\u062f\u0631\u062a\u200c\u0628\u062e\u0634\u06cc\u062f\u0646 \u0628\u0647 LLM\n <\/li>\n
  • \n 44.<\/span> \u0686\u0631\u0627 RAG \u0628\u0631\u0627\u06cc LLM\u0647\u0627\u06cc \u0645\u062d\u0644\u06cc \u06cc\u06a9 \u062a\u0631\u06a9\u06cc\u0628 \u0627\u06cc\u062f\u0647\u200c\u0622\u0644 \u0627\u0633\u062a\u061f\n <\/li>\n
  • \n 45.<\/span> \u0645\u0631\u0627\u062d\u0644 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u06cc\u06a9 \u067e\u0627\u06cc\u067e\u200c\u0644\u0627\u06cc\u0646 RAG: Load, Split, Embed, Store, Retrieve\n <\/li>\n
  • \n 46.<\/span> \u0645\u0639\u0631\u0641\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0628\u0631\u0627\u06cc RAG (\u0645\u0627\u0646\u0646\u062f LangChain, LlamaIndex)\n <\/li>\n
  • \n 47.<\/span> \u067e\u0631\u0648\u0698\u0647 \u0639\u0645\u0644\u06cc: \u0633\u0627\u062e\u062a \u0633\u06cc\u0633\u062a\u0645 \u067e\u0631\u0633\u0634 \u0648 \u067e\u0627\u0633\u062e \u0631\u0648\u06cc \u0627\u0633\u0646\u0627\u062f PDF \u0634\u062e\u0635\u06cc\n <\/li>\n
  • \n 48.<\/span> \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u062f\u0644 Embedding \u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u0648\u0638\u0627\u06cc\u0641 \u0645\u062e\u062a\u0644\u0641\n <\/li>\n
  • \n 49.<\/span> \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u067e\u0627\u06cc\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647\u200c \u09ad\u06a9\u062a\u0648\u0631\u06cc (Vector Databases) \u0645\u0627\u0646\u0646\u062f ChromaDB\n <\/li>\n
  • \n 50.<\/span> \u0627\u062f\u063a\u0627\u0645 ChromaDB \u0628\u0627 \u0628\u0631\u0646\u0627\u0645\u0647 RAG \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0648 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u09ad\u06a9\u062a\u0648\u0631\u0647\u0627\n <\/li>\n
  • \n 51.<\/span> \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0641\u0631\u0622\u06cc\u0646\u062f \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062f\u0631 RAG\n <\/li>\n
  • \n 52.<\/span> \u06a9\u0627\u0631 \u0628\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0686\u0646\u062f\u0648\u062c\u0647\u06cc (Multimodal): \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u062a\u0646 \u0648 \u062a\u0635\u0648\u06cc\u0631\n <\/li>\n
  • \n 53.<\/span> \u0645\u0639\u0631\u0641\u06cc \u0645\u062f\u0644 LLaVA \u0648 \u0646\u062d\u0648\u0647 \u0627\u062c\u0631\u0627\u06cc \u0622\u0646 \u0628\u0627 Ollama\n <\/li>\n
  • \n 54.<\/span> \u0627\u0631\u0633\u0627\u0644 \u062a\u0635\u0648\u06cc\u0631 \u0648 \u0645\u062a\u0646 \u0628\u0647 \u0645\u062f\u0644 LLaVA \u0627\u0632 \u0637\u0631\u06cc\u0642 API\n <\/li>\n
  • \n 55.<\/span> \u067e\u0631\u0648\u0698\u0647 \u0639\u0645\u0644\u06cc: \u0633\u0627\u062e\u062a \u0627\u0628\u0632\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u062a\u0648\u0635\u06cc\u0641 \u062a\u0635\u0627\u0648\u06cc\u0631\n <\/li>\n
  • \n 56.<\/span> \u067e\u0631\u0648\u0698\u0647 \u0639\u0645\u0644\u06cc: \u0633\u06cc\u0633\u062a\u0645 \u067e\u0631\u0633\u0634 \u0648 \u067e\u0627\u0633\u062e \u0628\u0635\u0631\u06cc (Visual Q&A)\n <\/li>\n
  • \n 57.<\/span> \u0634\u062e\u0635\u06cc\u200c\u0633\u0627\u0632\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0628\u0627 Modelfile: \u062a\u0646\u0638\u06cc\u0645 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647\n <\/li>\n
  • \n 58.<\/span> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Template \u0633\u0641\u0627\u0631\u0634\u06cc \u0628\u0631\u0627\u06cc \u0641\u0631\u0645\u062a \u0648\u0631\u0648\u062f\u06cc \u0648 \u062e\u0631\u0648\u062c\u06cc\n <\/li>\n
  • \n 59.<\/span> \u0645\u0628\u0627\u0646\u06cc \u0641\u0627\u06cc\u0646\u200c\u062a\u06cc\u0648\u0646\u06cc\u0646\u06af (Fine-Tuning): \u0686\u0647 \u0632\u0645\u0627\u0646\u06cc \u0628\u0647 \u0622\u0646 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645\u061f\n <\/li>\n
  • \n 60.<\/span> \u062a\u0641\u0627\u0648\u062a \u0641\u0627\u06cc\u0646\u200c\u062a\u06cc\u0648\u0646\u06cc\u0646\u06af \u0648 RAG: \u06a9\u062f\u0627\u0645 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u0645\u061f\n <\/li>\n
  • \n 61.<\/span> \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0648 \u067e\u0644\u062a\u0641\u0631\u0645\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0628\u0631\u0627\u06cc \u0641\u0627\u06cc\u0646\u200c\u062a\u06cc\u0648\u0646\u06cc\u0646\u06af \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u200c\u0628\u0627\u0632\n <\/li>\n
  • \n 62.<\/span> \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u0641\u0627\u06cc\u0646\u200c\u062a\u06cc\u0648\u0646\u06cc\u0646\u06af\n <\/li>\n
  • \n 63.<\/span> \u067e\u0631\u0648\u0698\u0647 \u0639\u0645\u0644\u06cc: \u0633\u0627\u062e\u062a \u06cc\u06a9 \u062f\u0633\u062a\u06cc\u0627\u0631 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0634\u062e\u0635\u06cc\n <\/li>\n
  • \n 64.<\/span> \u062a\u062d\u0644\u06cc\u0644 \u0648 \u062a\u0648\u0644\u06cc\u062f \u06a9\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc \u0645\u0627\u0646\u0646\u062f CodeLlama\n <\/li>\n
  • \n 65.<\/span> \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u067e\u0631\u0627\u0645\u067e\u062a \u0627\u06cc\u0646\u062c\u06cc\u0646\u06cc\u0631\u06cc\u0646\u06af \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u062e\u0631\u0648\u062c\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06a9\u062f\u0646\u0648\u06cc\u0633\n <\/li>\n
  • \n 66.<\/span> \u067e\u0631\u0648\u0698\u0647 \u0639\u0645\u0644\u06cc: \u0627\u0628\u0632\u0627\u0631 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 Ollama\n <\/li>\n
  • \n 67.<\/span> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 LLM \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u06a9\u0648\u0626\u0631\u06cc\u200c\u0647\u0627\u06cc SQL \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u0648\u0644\u06cc\n <\/li>\n
  • \n 68.<\/span> \u062a\u0631\u062c\u0645\u0647 \u0645\u0627\u0634\u06cc\u0646\u06cc \u0648 \u0628\u0648\u0645\u06cc\u200c\u0633\u0627\u0632\u06cc \u0645\u062d\u062a\u0648\u0627 \u0628\u0627 LLM\u0647\u0627\u06cc \u0645\u062d\u0644\u06cc\n <\/li>\n
  • \n 69.<\/span> \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0632\u0628\u0627\u0646 \u0641\u0627\u0631\u0633\u06cc: \u0686\u0627\u0644\u0634\u200c\u0647\u0627 \u0648 \u0631\u0627\u0647\u06a9\u0627\u0631\u0647\u0627\n <\/li>\n
  • \n 70.<\/span> \u062a\u0633\u062a \u0648 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0628\u0631\u0627\u06cc \u0632\u0628\u0627\u0646 \u0641\u0627\u0631\u0633\u06cc\n <\/li>\n
  • \n 71.<\/span> \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u0646\u0627\u0628\u0639: \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 CPU, GPU \u0648 RAM\n <\/li>\n
  • \n 72.<\/span> \u062a\u0623\u062b\u06cc\u0631 \u06a9\u0648\u0627\u0646\u062a\u06cc\u0632\u06cc\u0634\u0646 \u0628\u0631 \u0639\u0645\u0644\u06a9\u0631\u062f \u0648 \u062f\u0642\u062a \u0645\u062f\u0644\n <\/li>\n
  • \n 73.<\/span> \u0645\u0642\u0627\u06cc\u0633\u0647 \u0641\u0631\u0645\u062a\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u06a9\u0648\u0627\u0646\u062a\u06cc\u0632\u06cc\u0634\u0646 (Q4, Q5, Q8)\n <\/li>\n
  • \n 74.<\/span> \u0627\u062c\u0631\u0627\u06cc Ollama \u0628\u0627 \u0634\u062a\u0627\u0628\u200c\u062f\u0647\u0646\u062f\u0647 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc (GPU Acceleration)\n <\/li>\n
  • \n 75.<\/span> \u0645\u0627\u0646\u06cc\u062a\u0648\u0631\u06cc\u0646\u06af \u0645\u0635\u0631\u0641 \u0645\u0646\u0627\u0628\u0639 \u0647\u0646\u06af\u0627\u0645 \u0627\u062c\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\n <\/li>\n
  • \n 76.<\/span> \u06a9\u0627\u0646\u062a\u06cc\u0646\u0631\u0633\u0627\u0632\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 LLM \u0628\u0627 Docker \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0622\u0633\u0627\u0646\n <\/li>\n
  • \n 77.<\/span> \u0646\u0648\u0634\u062a\u0646 Dockerfile \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 Ollama\n <\/li>\n
  • \n 78.<\/span> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Docker Compose \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0633\u0631\u0648\u06cc\u0633 Ollama \u0648 \u0628\u0631\u0646\u0627\u0645\u0647 \u0634\u0645\u0627\n <\/li>\n
  • \n 79.<\/span> \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u0645\u0646\u06cc\u062a\u06cc \u062f\u0631 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 LLM\u0647\u0627\u06cc \u0645\u062d\u0644\u06cc\n <\/li>\n
  • \n 80.<\/span> \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0627\u0632 \u062d\u0645\u0644\u0627\u062a \u067e\u0631\u0627\u0645\u067e\u062a \u0627\u06cc\u0646\u062c\u06a9\u0634\u0646 (Prompt Injection)\n <\/li>\n
  • \n 81.<\/span> \u06a9\u0646\u062a\u0631\u0644 \u062f\u0633\u062a\u0631\u0633\u06cc \u0648 \u0627\u062d\u0631\u0627\u0632 \u0647\u0648\u06cc\u062a \u0628\u0631\u0627\u06cc API \u0645\u062d\u0644\u06cc\n <\/li>\n
  • \n 82.<\/span> \u0627\u062f\u063a\u0627\u0645 Ollama \u0628\u0627 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0645\u062d\u0628\u0648\u0628 (\u0645\u0627\u0646\u0646\u062f VS Code)\n <\/li>\n
  • \n 83.<\/span> \u0645\u0639\u0631\u0641\u06cc \u0627\u0641\u0632\u0648\u0646\u0647\u200c\u0647\u0627\u06cc VS Code \u0628\u0631\u0627\u06cc \u062a\u0639\u0627\u0645\u0644 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0628\u0627 Ollama\n <\/li>\n
  • \n 84.<\/span> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Ollama \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u0628\u0647\u0631\u0647\u200c\u0648\u0631\u06cc \u062f\u0631 \u0641\u0631\u0622\u06cc\u0646\u062f \u062a\u0648\u0633\u0639\u0647\n <\/li>\n
  • \n 85.<\/span> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Function Calling \u0628\u0631\u0627\u06cc \u0627\u062a\u0635\u0627\u0644 LLM \u0628\u0647 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062e\u0627\u0631\u062c\u06cc\n <\/li>\n
  • \n 86.<\/span> \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u0633\u0627\u062f\u0647 Function Calling \u0628\u0627 Ollama\n <\/li>\n
  • \n 87.<\/span> \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc LLM\u0647\u0627\u06cc \u0645\u062d\u0644\u06cc \u0648 \u0631\u0627\u0647\u06a9\u0627\u0631\u0647\u0627\u06cc \u0645\u0642\u0627\u0628\u0644\u0647 \u0628\u0627 \u0622\u0646\u200c\u0647\u0627\n <\/li>\n
  • \n 88.<\/span> \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631\u06cc: \u0686\u06af\u0648\u0646\u0647 \u0628\u0647 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627\u06cc \u0647\u0645\u0632\u0645\u0627\u0646 \u067e\u0627\u0633\u062e \u062f\u0647\u06cc\u0645\u061f\n <\/li>\n
  • \n 89.<\/span> \u0645\u0639\u0631\u0641\u06cc \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0627\u0631\u06a9\u0633\u062a\u0631\u0627\u0633\u06cc\u0648\u0646 \u0645\u0627\u0646\u0646\u062f vLLM (\u0645\u0641\u0647\u0648\u0645\u06cc)\n <\/li>\n
  • \n 90.<\/span> \u0645\u0633\u0627\u0626\u0644 \u0627\u062e\u0644\u0627\u0642\u06cc \u0648 \u0645\u0633\u0626\u0648\u0644\u06cc\u062a\u200c\u067e\u0630\u06cc\u0631\u06cc \u062f\u0631 \u062a\u0648\u0633\u0639\u0647 LLM \u0645\u062d\u0644\u06cc\n <\/li>\n
  • \n 91.<\/span> \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0648 \u06a9\u0627\u0647\u0634 \u0628\u0627\u06cc\u0627\u0633 (Bias) \u062f\u0631 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\n <\/li>\n
  • \n 92.<\/span> \u0646\u0642\u0634 \u062c\u0627\u0645\u0639\u0647 \u0645\u062a\u0646\u200c\u0628\u0627\u0632 \u062f\u0631 \u0622\u06cc\u0646\u062f\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0645\u0648\u06a9\u0631\u0627\u062a\u06cc\u06a9\n <\/li>\n
  • \n 93.<\/span> \u0686\u06af\u0648\u0646\u0647 \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc LLM \u0645\u062a\u0646\u200c\u0628\u0627\u0632 \u0645\u0634\u0627\u0631\u06a9\u062a \u06a9\u0646\u06cc\u0645\u061f\n <\/li>\n
  • \n 94.<\/span> \u0646\u06af\u0627\u0647\u06cc \u0628\u0647 \u0622\u06cc\u0646\u062f\u0647: \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9\u200c\u062a\u0631\u060c \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f\u062a\u0631 (SLMs)\n <\/li>\n
  • \n 95.<\/span> \u0622\u06cc\u0646\u062f\u0647 \u062a\u0648\u0633\u0639\u0647 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0628\u0627 \u062f\u0633\u062a\u06cc\u0627\u0631\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u062d\u0644\u06cc\n <\/li>\n
  • \n 96.<\/span> \u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc \u062f\u0648\u0631\u0647: \u0622\u0632\u0627\u062f\u06cc \u0646\u0648\u0622\u0648\u0631\u06cc \u062f\u0631 \u062f\u0633\u062a\u0627\u0646 \u0634\u0645\u0627\n <\/li>\n
  • \n 97.<\/span> \u06af\u0627\u0645\u200c\u0647\u0627\u06cc \u0628\u0639\u062f\u06cc: \u0686\u06af\u0648\u0646\u0647 \u062f\u0627\u0646\u0634 \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u0645\u062d\u0635\u0648\u0644 \u06cc\u0627 \u0627\u0633\u062a\u0627\u0631\u062a\u0627\u067e \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u06cc\u0645\u061f\n <\/li>\n<\/ul>\n<\/div>\n

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    \n \u0645\u0633\u062a\u0631\u06a9\u0644\u0627\u0633 \u062a\u0648\u0633\u0639\u0647 LLM \u0645\u062d\u0644\u06cc \u0628\u0627 Ollama: \u0622\u0632\u0627\u062f\u06cc \u0646\u0648\u0622\u0648\u0631\u06cc \u0648 \u06a9\u0627\u0647\u0634 \u0686\u0634\u0645\u06af\u06cc\u0631 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627<\/title><br \/>\n <meta name=\"description\" content=\"\u062f\u0648\u0631\u0647 \u062c\u0627\u0645\u0639 \u062a\u0648\u0633\u0639\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af (LLM) \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062d\u0644\u06cc \u0628\u0627 Ollama. \u0646\u0648\u0622\u0648\u0631\u06cc \u06a9\u0646\u06cc\u062f\u060c \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u0631\u0627 \u06a9\u0627\u0647\u0634 \u062f\u0647\u06cc\u062f \u0648 \u0628\u0647 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u06cc\u0631\u0627\u0646 \u0628\u067e\u06cc\u0648\u0646\u062f\u06cc\u062f.\"><\/p>\n<style>\n body {\n font-family: Arial, sans-serif;\n line-height: 1.6;\n margin: 0;\n padding: 0;\n background-color: #f4f4f4;\n color: #333;\n }\n .container {\n width: 80%;\n margin: auto;\n overflow: hidden;\n }\n h1, h2, h3 {\n color: #007bff;\n }\n .btn {\n display: inline-block;\n background-color: #007bff;\n color: #fff;\n padding: 10px 20px;\n text-decoration: none;\n border-radius: 5px;\n }\n .btn:hover {\n background-color: #0056b3;\n }\n ul {\n list-style-type: square;\n }\n <\/style>\n<p><\/head><br \/>\n<body><\/p>\n<div class=\"container\">\n<h1>\u0645\u0633\u062a\u0631\u06a9\u0644\u0627\u0633 \u062a\u0648\u0633\u0639\u0647 LLM \u0645\u062d\u0644\u06cc \u0628\u0627 Ollama: \u0622\u0632\u0627\u062f\u06cc \u0646\u0648\u0622\u0648\u0631\u06cc \u0648 \u06a9\u0627\u0647\u0634 \u0686\u0634\u0645\u06af\u06cc\u0631 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627<\/h1>\n<h2>\u0645\u0639\u0631\u0641\u06cc \u062f\u0648\u0631\u0647: \u0627\u0646\u0642\u0644\u0627\u0628 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u062f\u0633\u062a\u0627\u0646 \u0634\u0645\u0627<\/h2>\n<p>\n \u0622\u06cc\u0627 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u062f \u0628\u0647 \u062c\u0645\u0639 \u067e\u06cc\u0634\u06af\u0627\u0645\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0627\u06cc\u0631\u0627\u0646 \u0628\u067e\u06cc\u0648\u0646\u062f\u06cc\u062f\u061f \u0622\u06cc\u0627 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0631\u0627\u0647\u06cc \u0647\u0633\u062a\u06cc\u062f \u062a\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af (LLM) \u0631\u0627 \u0628\u062f\u0648\u0646 \u0635\u0631\u0641 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0633\u0631\u0633\u0627\u0645\u200c\u0622\u0648\u0631 API\u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc\u060c \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u06cc\u062f \u0648 \u0628\u0647 \u06a9\u0627\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f\u061f \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a!\n <\/p>\n<p>\n \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0627\u0645\u0631\u0648\u0632\u060c \u062f\u0633\u062a\u0631\u0633\u06cc \u0622\u0633\u0627\u0646 \u0648 \u0645\u0642\u0631\u0648\u0646\u200c\u0628\u0647\u200c\u0635\u0631\u0641\u0647 \u0628\u0647 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u0646\u0642\u0634\u06cc \u062d\u06cc\u0627\u062a\u06cc \u062f\u0631 \u062a\u0648\u0633\u0639\u0647 \u0648 \u067e\u06cc\u0634\u0631\u0641\u062a \u062c\u0648\u0627\u0645\u0639 \u0627\u06cc\u0641\u0627 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0645\u0642\u0627\u0644\u0647\u200c\u0627\u06cc \u0639\u0644\u0645\u06cc \u0628\u0627 \u0639\u0646\u0648\u0627\u0646 “Democratizing AI Development: Local LLM Deployment for India’s Developer Ecosystem in the Era of Tokenized APIs” \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062d\u0644\u06cc LLM\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u062f\u0631 \u06a9\u0634\u0648\u0631\u0647\u0627\u06cc \u062f\u0631 \u062d\u0627\u0644 \u062a\u0648\u0633\u0639\u0647 \u06a9\u0645\u06a9 \u06a9\u0646\u062f \u062a\u0627 \u0628\u0627 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u0627\u0642\u062a\u0635\u0627\u062f\u06cc \u0648 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a\u06cc \u0645\u0642\u0627\u0628\u0644\u0647 \u06a9\u0631\u062f\u0647 \u0648 \u062f\u0631 \u0639\u06cc\u0646 \u062d\u0627\u0644\u060c \u0646\u0648\u0622\u0648\u0631\u06cc \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0631\u0627 \u062a\u0633\u0631\u06cc\u0639 \u0628\u062e\u0634\u0646\u062f. \u0627\u06cc\u0646 \u0645\u0633\u062a\u0631\u06a9\u0644\u0627\u0633 \u0628\u0627 \u0627\u0644\u0647\u0627\u0645 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0627\u0631\u0632\u0634\u0645\u0646\u062f\u060c \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Ollama\u060c LLM\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062d\u0644\u06cc \u0627\u062c\u0631\u0627 \u06a9\u0631\u062f\u0647 \u0648 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0686\u0634\u0645\u06af\u06cc\u0631\u06cc \u06a9\u0627\u0647\u0634 \u062f\u0647\u06cc\u062f.\n <\/p>\n<p>\n \u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u062f\u0648\u0646 \u0646\u06af\u0631\u0627\u0646\u06cc \u0627\u0632 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0647\u0631 \u062f\u0631\u062e\u0648\u0627\u0633\u062a API\u060c \u0628\u06cc\u200c\u0646\u0647\u0627\u06cc\u062a \u0627\u06cc\u062f\u0647 \u0631\u0627 \u0622\u0632\u0645\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u062f\u060c \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u062f\u0631\u06a9 \u06a9\u0646\u06cc\u062f \u0648 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0633\u0637\u062d \u062c\u062f\u06cc\u062f\u06cc \u0627\u0631\u062a\u0642\u0627 \u062f\u0647\u06cc\u062f. \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647\u060c \u06a9\u0644\u06cc\u062f \u0648\u0631\u0648\u062f \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u062f\u0646\u06cc\u0627\u06cc \u0647\u06cc\u062c\u0627\u0646\u200c\u0627\u0646\u06af\u06cc\u0632 \u0627\u0633\u062a.\n <\/p>\n<h2>\u062f\u0631\u0628\u0627\u0631\u0647 \u062f\u0648\u0631\u0647: \u06af\u0627\u0645\u06cc \u0628\u0647 \u0633\u0648\u06cc \u062a\u0648\u0633\u0639\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0648\u0645\u06cc \u0648 \u0641\u0631\u0627\u06af\u06cc\u0631<\/h2>\n<p>\n \u0645\u0633\u062a\u0631\u06a9\u0644\u0627\u0633 \u062a\u0648\u0633\u0639\u0647 LLM \u0645\u062d\u0644\u06cc \u0628\u0627 Ollama\u060c \u06cc\u06a9 \u062f\u0648\u0631\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc \u062c\u0627\u0645\u0639 \u0648 \u0639\u0645\u0644\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0634\u0645\u0627 \u0631\u0627 \u0627\u0632 \u0635\u0641\u0631 \u062a\u0627 \u0635\u062f\u060c \u0628\u0627 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062d\u0644\u06cc \u0622\u0634\u0646\u0627 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647\u060c \u0646\u0647 \u062a\u0646\u0647\u0627 \u0646\u062d\u0648\u0647 \u0646\u0635\u0628 \u0648 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc Ollama \u0631\u0627 \u06cc\u0627\u062f \u0645\u06cc\u200c\u06af\u06cc\u0631\u06cc\u062f\u060c \u0628\u0644\u06a9\u0647 \u0628\u0627 \u0645\u0628\u0627\u062d\u062b \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u200c\u062a\u0631\u06cc \u0645\u0627\u0646\u0646\u062f \u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642 \u0645\u062f\u0644\u200c\u0647\u0627\u060c \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0648 \u0627\u06cc\u062c\u0627\u062f \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 LLM\u0647\u0627\u06cc \u0645\u062d\u0644\u06cc \u0646\u06cc\u0632 \u0622\u0634\u0646\u0627 \u062e\u0648\u0627\u0647\u06cc\u062f \u0634\u062f. \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0627\u0631\u062a\u0628\u0627\u0637 \u0645\u0633\u062a\u0642\u06cc\u0645\u06cc \u0628\u0627 \u0645\u0642\u0627\u0644\u0647 “Democratizing AI Development…” \u062f\u0627\u0631\u062f \u0648 \u0631\u0627\u0647\u06a9\u0627\u0631\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0628\u0631\u0627\u06cc \u0628\u0648\u0645\u06cc\u200c\u0633\u0627\u0632\u06cc \u0648 \u0641\u0631\u0627\u06af\u06cc\u0631\u0633\u0627\u0632\u06cc \u062a\u0648\u0633\u0639\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0627\u06cc\u0631\u0627\u0646 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f.\n <\/p>\n<h2>\u0645\u0648\u0636\u0648\u0639\u0627\u062a \u06a9\u0644\u06cc\u062f\u06cc:<\/h2>\n<ul>\n<li>\u0645\u0642\u062f\u0645\u0647\u200c\u0627\u06cc \u0628\u0631 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af (LLM) \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0622\u0646\u200c\u0647\u0627<\/li>\n<li>\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 Ollama: \u0627\u0628\u0632\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062d\u0644\u06cc LLM\u0647\u0627<\/li>\n<li>\u0646\u0635\u0628 \u0648 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc Ollama \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641<\/li>\n<li>\u062f\u0627\u0646\u0644\u0648\u062f \u0648 \u0627\u062c\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc LLM \u0645\u062e\u062a\u0644\u0641 \u0628\u0627 Ollama<\/li>\n<li>\u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642 \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc LLM \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u062e\u0627\u0635<\/li>\n<li>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 LLM\u0647\u0627\u06cc \u0645\u062d\u0644\u06cc \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646<\/li>\n<li>\u0627\u06cc\u062c\u0627\u062f \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0628\u0631\u0627\u06cc \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 LLM\u0647\u0627\u06cc \u0645\u062d\u0644\u06cc<\/li>\n<li>\u0628\u0631\u0631\u0633\u06cc \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0648 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0628\u0627 LLM\u0647\u0627\u06cc \u0645\u062d\u0644\u06cc<\/li>\n<li>\u0645\u0642\u0627\u06cc\u0633\u0647 LLM\u0647\u0627\u06cc \u0645\u062d\u0644\u06cc \u0628\u0627 \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u06cc API \u062a\u062c\u0627\u0631\u06cc<\/li>\n<li>\u0631\u0627\u0647\u06a9\u0627\u0631\u0647\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0647\u0632\u06cc\u0646\u0647 \u0648 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0628\u0647\u0631\u0647\u200c\u0648\u0631\u06cc \u062f\u0631 \u062a\u0648\u0633\u0639\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/li>\n<\/ul>\n<h2>\u0645\u062e\u0627\u0637\u0628\u0627\u0646 \u062f\u0648\u0631\u0647:<\/h2>\n<p>\n \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0631\u0627\u06cc \u0627\u0641\u0631\u0627\u062f \u0632\u06cc\u0631 \u0645\u0646\u0627\u0633\u0628 \u0627\u0633\u062a:\n <\/p>\n<ul>\n<li>\u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0639\u0644\u0627\u0642\u0647\u200c\u0645\u0646\u062f \u0628\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/li>\n<li>\u062f\u0627\u0646\u0634\u062c\u0648\u06cc\u0627\u0646 \u0631\u0634\u062a\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u060c \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0639\u0644\u0648\u0645 \u062f\u0627\u062f\u0647<\/li>\n<li>\u067e\u0698\u0648\u0647\u0634\u06af\u0631\u0627\u0646 \u0648 \u0641\u0639\u0627\u0644\u0627\u0646 \u062d\u0648\u0632\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/li>\n<li>\u06a9\u0627\u0631\u0622\u0641\u0631\u06cc\u0646\u0627\u0646\u06cc \u06a9\u0647 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u06a9\u0633\u0628 \u0648 \u06a9\u0627\u0631 \u062e\u0648\u062f \u0647\u0633\u062a\u0646\u062f<\/li>\n<li>\u0647\u0631 \u0641\u0631\u062f\u06cc \u06a9\u0647 \u0628\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0648 \u062a\u0648\u0633\u0639\u0647 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u062e\u0648\u062f \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0639\u0644\u0627\u0642\u0647\u200c\u0645\u0646\u062f \u0627\u0633\u062a<\/li>\n<\/ul>\n<h2>\u0686\u0631\u0627 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0631\u0627 \u0628\u06af\u0630\u0631\u0627\u0646\u06cc\u0645\u061f<\/h2>\n<p>\n \u062f\u0644\u0627\u06cc\u0644 \u0632\u06cc\u0627\u062f\u06cc \u0628\u0631\u0627\u06cc \u0634\u0631\u06a9\u062a \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f\u060c \u0627\u0632 \u062c\u0645\u0644\u0647:\n <\/p>\n<ul>\n<li><b>\u06a9\u0627\u0647\u0634 \u0686\u0634\u0645\u06af\u06cc\u0631 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627:<\/b> \u0628\u0627 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062d\u0644\u06cc LLM\u0647\u0627\u060c \u062f\u06cc\u06af\u0631 \u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u067e\u0631\u062f\u0627\u062e\u062a \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u06af\u0632\u0627\u0641 API\u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc \u0646\u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u0627\u0634\u062a.<\/li>\n<li><b>\u0622\u0632\u0627\u062f\u06cc \u0646\u0648\u0622\u0648\u0631\u06cc:<\/b> \u0628\u062f\u0648\u0646 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc API\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u06cc\u200c\u0646\u0647\u0627\u06cc\u062a \u0627\u06cc\u062f\u0647 \u0631\u0627 \u0622\u0632\u0645\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u062f \u0648 \u067e\u0631\u0648\u0698\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\u0646\u06cc\u062f.<\/li>\n<li><b>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642:<\/b> \u0628\u0627 \u06a9\u0627\u0631 \u06a9\u0631\u062f\u0646 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0628\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u060c \u062f\u0631\u06a9 \u0639\u0645\u06cc\u0642\u200c\u062a\u0631\u06cc \u0627\u0632 \u0645\u0639\u0645\u0627\u0631\u06cc \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f \u0622\u0646\u200c\u0647\u0627 \u067e\u06cc\u062f\u0627 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f.<\/li>\n<li><b>\u0627\u0641\u0632\u0627\u06cc\u0634 \u0633\u0631\u0639\u062a \u062a\u0648\u0633\u0639\u0647:<\/b> \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062d\u0644\u06cc LLM\u0647\u0627\u060c \u0633\u0631\u0639\u062a \u062a\u0648\u0633\u0639\u0647 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0634\u0645\u0627 \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/li>\n<li><b>\u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u062f\u0627\u0646\u0634 \u0631\u0648\u0632:<\/b> \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0622\u062e\u0631\u06cc\u0646 \u062f\u0633\u062a\u0627\u0648\u0631\u062f\u0647\u0627\u06cc \u0639\u0644\u0645\u06cc \u0648 \u0639\u0645\u0644\u06cc \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a.<\/li>\n<li><b>\u0641\u0631\u0635\u062a\u200c\u0647\u0627\u06cc \u0634\u063a\u0644\u06cc:<\/b> \u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0641\u0631\u0635\u062a\u200c\u0647\u0627\u06cc \u0634\u063a\u0644\u06cc \u062c\u062f\u06cc\u062f\u06cc \u062f\u0631 \u062d\u0648\u0632\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u062e\u0648\u062f \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f.<\/li>\n<li><b>\u062a\u0648\u0633\u0639\u0647 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u06cc\u0631\u0627\u0646:<\/b> \u0628\u0627 \u0634\u0631\u06a9\u062a \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647\u060c \u0628\u0647 \u062a\u0648\u0633\u0639\u0647 \u06cc\u06a9 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0642\u0648\u06cc \u0648 \u0628\u0648\u0645\u06cc \u062f\u0631 \u0627\u06cc\u0631\u0627\u0646 \u06a9\u0645\u06a9 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f.<\/li>\n<\/ul>\n<h2>\u0633\u0631\u0641\u0635\u0644\u200c\u0647\u0627\u06cc \u062f\u0648\u0631\u0647: (100 \u0633\u0631\u0641\u0635\u0644 \u062c\u0627\u0645\u0639)<\/h2>\n<p>\n \u062f\u0648\u0631\u0647 \u0645\u0633\u062a\u0631\u06a9\u0644\u0627\u0633 \u062a\u0648\u0633\u0639\u0647 LLM \u0645\u062d\u0644\u06cc \u0628\u0627 Ollama \u0634\u0627\u0645\u0644 100 \u0633\u0631\u0641\u0635\u0644 \u062c\u0627\u0645\u0639 \u0627\u0633\u062a \u06a9\u0647 \u0634\u0645\u0627 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u0645\u062a\u062e\u0635\u0635 \u062f\u0631 \u0627\u06cc\u0646 \u0632\u0645\u06cc\u0646\u0647 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0628\u0631\u062e\u06cc \u0627\u0632 \u0633\u0631\u0641\u0635\u0644\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:\n <\/p>\n<ul>\n<li>**\u0628\u062e\u0634 \u0627\u0648\u0644: \u0645\u0628\u0627\u0646\u06cc \u0648 \u0645\u0641\u0627\u0647\u06cc\u0645**\n<ul>\n<li>\u0645\u0642\u062f\u0645\u0647 \u0627\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/li>\n<li>\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0639\u0645\u06cc\u0642 (Deep Neural Networks)<\/li>\n<li>\u0645\u0639\u0631\u0641\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af (Large Language Models – LLMs)<\/li>\n<li>\u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u0648 \u062a\u06a9\u0627\u0645\u0644 LLM \u0647\u0627<\/li>\n<li>\u0645\u0639\u0645\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u0631\u0627\u06cc\u062c LLM: Transformer\u060c GPT\u060c BERT \u0648 \u063a\u06cc\u0631\u0647<\/li>\n<li>\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc LLM \u062f\u0631 \u0635\u0646\u0627\u06cc\u0639 \u0645\u062e\u062a\u0644\u0641: \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc\u060c \u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627\u060c \u062a\u0631\u062c\u0645\u0647 \u0645\u0627\u0634\u06cc\u0646\u06cc \u0648 \u063a\u06cc\u0631\u0647<\/li>\n<li>\u0645\u0641\u0627\u0647\u06cc\u0645 \u06a9\u0644\u06cc\u062f\u06cc: \u062a\u0648\u06a9\u0646\u060c Embedding\u060c Attention\u060c Inference<\/li>\n<li>\u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 LLM: \u0645\u0635\u0631\u0641 \u0645\u0646\u0627\u0628\u0639\u060c \u0647\u0632\u06cc\u0646\u0647\u060c \u0645\u0633\u0627\u0626\u0644 \u0627\u062e\u0644\u0627\u0642\u06cc<\/li>\n<li>\u0645\u0639\u0631\u0641\u06cc API \u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc LLM: OpenAI\u060c Google AI\u060c Cohere<\/li>\n<li>\u0628\u0631\u0631\u0633\u06cc \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627 \u0648 \u0645\u0639\u0627\u06cc\u0628 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 API \u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc<\/li>\n<\/ul>\n<\/li>\n<li>**\u0628\u062e\u0634 \u062f\u0648\u0645: \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062d\u0644\u06cc LLM \u0628\u0627 Ollama**\n<ul>\n<li>\u0645\u0639\u0631\u0641\u06cc Ollama: \u0627\u0628\u0632\u0627\u0631\u06cc \u0645\u062a\u0646\u200c\u0628\u0627\u0632 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062d\u0644\u06cc LLM<\/li>\n<li>\u0645\u0632\u0627\u06cc\u0627\u06cc \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062d\u0644\u06cc LLM \u0646\u0633\u0628\u062a \u0628\u0647 API \u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc<\/li>\n<li>\u0645\u0639\u0645\u0627\u0631\u06cc Ollama \u0648 \u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0622\u0646<\/li>\n<li>\u067e\u06cc\u0634\u200c\u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u06cc \u0648 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 Ollama<\/li>\n<li>\u0646\u0635\u0628 Ollama \u0628\u0631 \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0639\u0627\u0645\u0644\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641: Windows\u060c macOS\u060c Linux<\/li>\n<li>\u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0627\u0648\u0644\u06cc\u0647 Ollama<\/li>\n<li>\u062f\u0627\u0646\u0644\u0648\u062f \u0648 \u0646\u0635\u0628 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc LLM \u0627\u0632 \u0637\u0631\u06cc\u0642 Ollama<\/li>\n<li>\u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u062f\u0644\u200c\u0647\u0627 \u062f\u0631 Ollama<\/li>\n<li>\u0627\u062c\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc LLM \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Ollama<\/li>\n<li>\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u062e\u0637 \u0641\u0631\u0645\u0627\u0646 (CLI) Ollama<\/li>\n<\/ul>\n<\/li>\n<li>**\u0628\u062e\u0634 \u0633\u0648\u0645: \u06a9\u0627\u0631 \u0628\u0627 LLM \u0647\u0627\u06cc \u0645\u062d\u0644\u06cc \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646**\n<ul>\n<li>\u0645\u0642\u062f\u0645\u0647\u200c\u0627\u06cc \u0628\u0631 \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646<\/li>\n<li>\u0646\u0635\u0628 \u0648 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0645\u062d\u06cc\u0637 \u062a\u0648\u0633\u0639\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646<\/li>\n<li>\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc Python \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631 \u0628\u0627 LLM: Langchain\u060c Transformers<\/li>\n<li>\u0646\u0635\u0628 \u0648 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632<\/li>\n<li>\u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0627 Ollama \u0627\u0632 \u0637\u0631\u06cc\u0642 Python<\/li>\n<li>\u0627\u0631\u0633\u0627\u0644 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0628\u0647 LLM \u0648 \u062f\u0631\u06cc\u0627\u0641\u062a \u067e\u0627\u0633\u062e<\/li>\n<li>\u067e\u0631\u062f\u0627\u0632\u0634 \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc LLM<\/li>\n<li>\u0627\u06cc\u062c\u0627\u062f \u062a\u0648\u0627\u0628\u0639 \u0648 \u06a9\u0644\u0627\u0633\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 LLM<\/li>\n<li>\u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0633\u0627\u062f\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 LLM \u0645\u062d\u0644\u06cc<\/li>\n<li>\u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc prompt engineering \u0628\u0631\u0627\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u0628\u0647\u062a\u0631<\/li>\n<\/ul>\n<\/li>\n<li>**\u0628\u062e\u0634 \u0686\u0647\u0627\u0631\u0645: \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0648 \u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642 LLM \u0647\u0627**\n<ul>\n<li>\u0645\u0641\u0647\u0648\u0645 Fine-tuning (\u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642) LLM<\/li>\n<li>\u0645\u0632\u0627\u06cc\u0627\u06cc Fine-tuning \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0639\u0645\u0644\u06a9\u0631\u062f LLM<\/li>\n<li>\u0622\u0645\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0628\u0631\u0627\u06cc Fine-tuning<\/li>\n<li>\u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 Fine-tuning: Full Fine-tuning\u060c Parameter-Efficient Fine-tuning (PEFT)<\/li>\n<li>\u0645\u0639\u0631\u0641\u06cc \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc PEFT: LoRA\u060c Adapters<\/li>\n<li>\u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc Fine-tuning \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Transformers<\/li>\n<li>\u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f LLM \u067e\u0633 \u0627\u0632 Fine-tuning<\/li>\n<li>\u062a\u0646\u0638\u06cc\u0645 \u0647\u0627\u06cc\u067e\u0631\u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0639\u0645\u0644\u06a9\u0631\u062f Fine-tuning<\/li>\n<li>\u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u0635\u0631\u0641 \u062d\u0627\u0641\u0638\u0647 \u0648 \u0633\u0631\u0639\u062a Inference<\/li>\n<li>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0648\u0627\u0646\u062a\u06cc\u0632\u0627\u0633\u06cc\u0648\u0646 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0647\u0634 \u062d\u062c\u0645 \u0645\u062f\u0644<\/li>\n<\/ul>\n<\/li>\n<li>**\u0628\u062e\u0634 \u067e\u0646\u062c\u0645: \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647**\n<ul>\n<li>\u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0631\u0628\u0627\u062a \u0686\u062a \u0628\u0627 LLM \u0645\u062d\u0644\u06cc<\/li>\n<li>\u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u062e\u0644\u0627\u0635\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u062a\u0646 \u0628\u0627 LLM \u0645\u062d\u0644\u06cc<\/li>\n<li>\u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u0646\u062f\u0647 \u0645\u062d\u062a\u0648\u0627 \u0628\u0627 LLM \u0645\u062d\u0644\u06cc<\/li>\n<li>\u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u062a\u0631\u062c\u0645\u0647 \u0645\u0627\u0634\u06cc\u0646\u06cc \u0628\u0627 LLM \u0645\u062d\u0644\u06cc<\/li>\n<li>\u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u067e\u0627\u0633\u062e \u0628\u0647 \u0633\u0648\u0627\u0644\u0627\u062a (Question Answering) \u0628\u0627 LLM \u0645\u062d\u0644\u06cc<\/li>\n<li>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 LLM \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a (Sentiment Analysis)<\/li>\n<li>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 LLM \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0647\u0648\u06cc\u062a (Identity Detection)<\/li>\n<li>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 LLM \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u06a9\u062f (Code Generation)<\/li>\n<li>\u0627\u062f\u063a\u0627\u0645 LLM \u0628\u0627 \u0633\u0627\u06cc\u0631 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0648 \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627<\/li>\n<li>\u0628\u0631\u0631\u0633\u06cc \u0686\u0627\u0644\u0634\u200c\u0647\u0627 \u0648 \u0631\u0627\u0647\u06a9\u0627\u0631\u0647\u0627\u06cc \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 LLM \u0647\u0627\u06cc \u0645\u062d\u0644\u06cc<\/li>\n<\/ul>\n<\/li>\n<li>**\u0628\u062e\u0634 \u0634\u0634\u0645: \u0645\u0628\u0627\u062d\u062b \u062a\u06a9\u0645\u06cc\u0644\u06cc \u0648 \u0622\u06cc\u0646\u062f\u0647 LLM \u0647\u0627**\n<ul>\n<li>\u0627\u0645\u0646\u06cc\u062a LLM \u0647\u0627 \u0648 \u0645\u0642\u0627\u0628\u0644\u0647 \u0628\u0627 \u062d\u0645\u0644\u0627\u062a adversarial<\/li>\n<li>\u0645\u0633\u0627\u0626\u0644 \u0627\u062e\u0644\u0627\u0642\u06cc \u0648 \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 LLM<\/li>\n<li>\u0622\u06cc\u0646\u062f\u0647 LLM \u0647\u0627 \u0648 \u0631\u0648\u0646\u062f \u062a\u0648\u0633\u0639\u0647 \u0622\u0646\u0647\u0627<\/li>\n<li>\u0645\u0639\u0631\u0641\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0648 \u0646\u0648\u0638\u0647\u0648\u0631 LLM<\/li>\n<li>\u0645\u0646\u0627\u0628\u0639 \u0648 \u0645\u0631\u0627\u062c\u0639 \u0645\u0641\u06cc\u062f \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u06cc\u0634\u062a\u0631<\/li>\n<li>\u0646\u062d\u0648\u0647 \u0645\u0634\u0627\u0631\u06a9\u062a \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u200c\u0628\u0627\u0632 LLM<\/li>\n<li>\u0627\u06cc\u062c\u0627\u062f \u0646\u0645\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0648 \u0631\u0632\u0648\u0645\u0647 \u0642\u0648\u06cc \u062f\u0631 \u062d\u0648\u0632\u0647 LLM<\/li>\n<li>\u0646\u062d\u0648\u0647 \u06cc\u0627\u0641\u062a\u0646 \u0641\u0631\u0635\u062a\u200c\u0647\u0627\u06cc \u0634\u063a\u0644\u06cc \u062f\u0631 \u062d\u0648\u0632\u0647 LLM<\/li>\n<li>\u0645\u0639\u0631\u0641\u06cc \u0645\u0633\u0627\u0628\u0642\u0627\u062a \u0648 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 LLM<\/li>\n<li>\u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc \u0648 \u0646\u06a9\u0627\u062a \u067e\u0627\u06cc\u0627\u0646\u06cc<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p> <a href=\"#\" class=\"btn\">\u0647\u0645\u06cc\u0646 \u062d\u0627\u0644\u0627 \u062b\u0628\u062a \u0646\u0627\u0645 \u06a9\u0646\u06cc\u062f \u0648 \u0622\u06cc\u0646\u062f\u0647 \u0631\u0627 \u0628\u0633\u0627\u0632\u06cc\u062f!<\/a>\n <\/div>\n<p><\/body><br \/>\n<\/html><\/div>\n<div\r\n style=\"border: 2px dashed #4CAF50; border-radius: 16px; padding: 20px; background: #f9fff9; font-family: 'IRANSans', sans-serif;\">\r\n <h2 style=\"color: #2E7D32; margin-top: 0;\">\ud83d\udcda \u0645\u062d\u062a\u0648\u0627\u06cc \u0627\u06cc\u0646 \u0645\u062d\u0635\u0648\u0644 \u0622\u0645\u0648\u0632\u0634\u06cc (\u067e\u06a9\u06cc\u062c \u06a9\u0627\u0645\u0644)<\/h2>\r\n <div\r\n style=\"background: #E8F5E9; border-radius: 12px; padding: 15px 20px; margin-bottom: 20px; border: 1px solid #A5D6A7;\">\r\n <h3 style=\"color: #1B5E20; margin-top: 0;\">\ud83d\udca1 \u0627\u06cc\u0646 \u0645\u062d\u0635\u0648\u0644 \u06cc\u06a9 \u0646\u0633\u062e\u0647\u0654 \u06a9\u0627\u0645\u0644 \u0648 \u062c\u0627\u0645\u0639 \u0627\u0633\u062a<\/h3>\r\n <p style=\"font-size:16px; line-height:1.8; color:#2E7D32; margin:0;\"> \u062a\u0645\u0627\u0645\u06cc \u0645\u062d\u062a\u0648\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628 \u062f\u0631 \u0642\u0627\u0644\u0628 \u06cc\u06a9\r\n \u0628\u0633\u062a\u0647\u200c\u06cc \u06a9\u0627\u0645\u0644 \u0648 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0634\u0627\u0645\u0644 \u062a\u0645\u0627\u0645 \u0646\u0633\u062e\u0647\u200c\u0647\u0627 \u0648 \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc \u0645\u0648\u0631\u062f\u0646\u06cc\u0627\u0632 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0633\u062a. <\/p>\r\n <\/div>\r\n <h3 style=\"color: #2E7D32;\">\ud83c\udf81 \u0645\u062d\u062a\u0648\u06cc\u0627\u062a \u06a9\u0627\u0645\u0644 \u0628\u0633\u062a\u0647 \u062f\u0627\u0646\u0644\u0648\u062f\u06cc<\/h3>\r\n\r\n\t\r\n<ul style=\"list-style-type: '\u2705 '; padding-left: 20px; font-size: 16px; line-height: 1.8;\">\r\n <li><strong>\u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc<\/strong> \u2014 \u0622\u0645\u0648\u0632\u0634 \u0642\u062f\u0645\u200c\u0628\u0647\u200c\u0642\u062f\u0645\u060c \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648 \u0642\u0627\u0628\u0644 \u0641\u0647\u0645<\/li>\r\n <li><strong>\u067e\u0627\u062f\u06a9\u0633\u062a\u200c\u0647\u0627\u06cc \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc<\/strong> \u2014 \u062a\u0648\u0636\u06cc\u062d \u0645\u0641\u0627\u0647\u06cc\u0645 \u06a9\u0644\u06cc\u062f\u06cc \u0648 \u0646\u06a9\u0627\u062a \u062a\u06a9\u0645\u06cc\u0644\u06cc<\/li>\r\n <li><strong>\u06a9\u062a\u0627\u0628 PDF \u0641\u0627\u0631\u0633\u06cc<\/strong> \u2014 \u0634\u0627\u0645\u0644 \u06a9\u0644\u06cc\u0647\u0654 \u0633\u0631\u0641\u0635\u0644\u200c\u0647\u0627 \u0648 \u0645\u062d\u062a\u0648\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc<\/li>\r\n <li><strong>\u06a9\u062a\u0627\u0628 \u062e\u0644\u0627\u0635\u0647 \u0646\u06a9\u0627\u062a \u0648\u06cc\u062f\u06cc\u0648\u0647\u0627 \u0648 \u067e\u0627\u062f\u06a9\u0633\u062a\u200c\u0647\u0627 \u2013 \u0646\u0633\u062e\u0647 PDF<\/strong> \u2014 \u0645\u0646\u0627\u0633\u0628 \u0645\u0631\u0648\u0631 \u0633\u0631\u06cc\u0639 \u0648 \u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc \u0645\u0628\u0627\u062d\u062b<\/li>\r\n <li><strong>\u06a9\u062a\u0627\u0628 \u0635\u062f\u0647\u0627 \u0646\u06a9\u062a\u0647 \u0641\u0627\u0631\u0633\u06cc (\u062e\u0648\u062f\u0645\u0648\u0646\u06cc) \u2013 \u0646\u0633\u062e\u0647 PDF<\/strong> \u2014 \u0632\u0628\u0627\u0646 \u0633\u0627\u062f\u0647 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc<\/li>\r\n <li><strong>\u06a9\u062a\u0627\u0628 \u0635\u062f\u0647\u0627 \u0646\u06a9\u062a\u0647 \u0631\u0633\u0645\u06cc \u0641\u0627\u0631\u0633\u06cc \u2013 \u0646\u0633\u062e\u0647 PDF<\/strong> \u2014 \u0646\u06af\u0627\u0631\u0634 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f\u060c \u0639\u0644\u0645\u06cc \u0648 \u0645\u0646\u0627\u0633\u0628 \u0686\u0627\u067e<\/li>\r\n\r\n <li>\r\n <strong>\u06a9\u062a\u0627\u0628 \u0635\u062f\u0647\u0627 \u067e\u0631\u0633\u0634 \u0648 \u067e\u0627\u0633\u062e \u062a\u0634\u0631\u06cc\u062d\u06cc \u2013 \u0646\u0633\u062e\u0647 PDF<\/strong><br>\r\n \u2014 \u0647\u0631 \u0633\u0624\u0627\u0644 \u0628\u0644\u0627\u0641\u0627\u0635\u0644\u0647 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u067e\u0627\u0633\u062e \u06a9\u0627\u0645\u0644 \u0648 \u0634\u0641\u0627\u0641 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u061b \u0645\u0646\u0627\u0633\u0628 \u062f\u0631\u06a9 \u0639\u0645\u06cc\u0642 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0648 \u0631\u0641\u0639 \u0627\u0628\u0647\u0627\u0645.\r\n <\/li>\r\n\r\n <li>\r\n <strong>\u06a9\u062a\u0627\u0628 \u0635\u062f\u0647\u0627 \u067e\u0631\u0633\u0634 \u0648 \u067e\u0627\u0633\u062e \u0686\u0647\u0627\u0631\u06af\u0632\u06cc\u0646\u0647\u200c\u0627\u06cc \u2013 \u0646\u0633\u062e\u0647 PDF (\u0646\u0633\u062e\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0633\u0631\u06cc\u0639)<\/strong><br>\r\n \u2014 \u067e\u0627\u0633\u062e\u200c\u0647\u0627 \u0628\u0644\u0627\u0641\u0627\u0635\u0644\u0647 \u067e\u0633 \u0627\u0632 \u0633\u0624\u0627\u0644 \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u0646\u062f\u061b \u0645\u0646\u0627\u0633\u0628 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0633\u0631\u06cc\u0639 \u0648 \u062a\u062b\u0628\u06cc\u062a \u0645\u0637\u0627\u0644\u0628.\r\n <\/li>\r\n\r\n <li>\r\n <strong>\u06a9\u062a\u0627\u0628 \u0635\u062f\u0647\u0627 \u067e\u0631\u0633\u0634 \u0648 \u067e\u0627\u0633\u062e \u0686\u0647\u0627\u0631\u06af\u0632\u06cc\u0646\u0647\u200c\u0627\u06cc \u2013 \u0646\u0633\u062e\u0647 PDF (\u0646\u0633\u062e\u0647 \u062e\u0648\u062f\u0622\u0632\u0645\u0627\u06cc\u06cc \u067e\u0627\u06cc\u0627\u0646\u200c\u0628\u062e\u0634)<\/strong><br>\r\n \u2014 \u067e\u0627\u0633\u062e\u200c\u0647\u0627 \u062f\u0631 \u0627\u0646\u062a\u0647\u0627\u06cc \u0647\u0631 \u0628\u062e\u0634 \u0622\u0645\u062f\u0647\u200c\u0627\u0646\u062f\u061b \u0645\u0646\u0627\u0633\u0628 \u0622\u0632\u0645\u0648\u0646 \u0648\u0627\u0642\u0639\u06cc \u0648 \u0633\u0646\u062c\u0634 \u0645\u06cc\u0632\u0627\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc.\r\n <\/li>\r\n\r\n <li>\r\n <strong>\u06a9\u062a\u0627\u0628 \u062a\u0645\u0631\u06cc\u0646\u200c\u0647\u0627\u06cc \u062f\u0631\u0633\u062a \/ \u0646\u0627\u062f\u0631\u0633\u062a (True \/ False) \u2013 \u0646\u0633\u062e\u0647 PDF<\/strong><br>\r\n \u2014 \u0645\u0646\u0627\u0633\u0628 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0642\u062a \u0645\u0641\u0647\u0648\u0645\u06cc \u0648 \u062a\u0634\u062e\u06cc\u0635 \u0635\u062d\u06cc\u062d \u06cc\u0627 \u0646\u0627\u062f\u0631\u0633\u062a \u0628\u0648\u062f\u0646 \u06af\u0632\u0627\u0631\u0647\u200c\u0647\u0627.\r\n <\/li>\r\n\r\n <li>\r\n <strong>\u06a9\u062a\u0627\u0628 \u062a\u0645\u0631\u06cc\u0646\u200c\u0647\u0627\u06cc \u062c\u0627\u06cc \u062e\u0627\u0644\u06cc \u2013 \u0646\u0633\u062e\u0647 PDF<\/strong><br>\r\n \u2014 \u062a\u0642\u0648\u06cc\u062a \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0641\u0639\u0627\u0644 \u0648 \u062a\u0633\u0644\u0637 \u0628\u0631 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0648 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u06a9\u0644\u06cc\u062f\u06cc.\r\n <\/li>\r\n<\/ul>\r\n\t\r\n\t\r\n\t\r\n\t\r\n <p style=\"color: #388E3C; font-weight: bold; font-size: 18px; margin-top: 20px;\"> \ud83c\udfaf \u0627\u06cc\u0646 \u0628\u0633\u062a\u0647 \u06cc\u06a9 \u062f\u0648\u0631\u0647\u0654 \u0622\u0645\u0648\u0632\u0634\u06cc \u06a9\u0627\u0645\u0644 \u0648\r\n \u0686\u0646\u062f\u0644\u0627\u06cc\u0647 \u0627\u0633\u062a\u061b \u0634\u0627\u0645\u0644 \u0622\u0645\u0648\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631\u06cc\u060c \u0635\u0648\u062a\u06cc\u060c \u06a9\u062a\u0627\u0628\u200c\u0647\u0627\u060c \u062a\u0645\u0631\u06cc\u0646\u200c\u0647\u0627 \u0648 \u062e\u0648\u062f\u0622\u0632\u0645\u0627\u06cc\u06cc . <\/p>\r\n <hr style=\"border: none; border-top: 1px dashed #81C784; margin: 20px 0;\">\r\n <h3 style=\"color: #2E7D32;\">\u2139\ufe0f \u0646\u06a9\u0627\u062a \u0645\u0647\u0645 \u0647\u0646\u06af\u0627\u0645 \u062e\u0631\u06cc\u062f<\/h3>\r\n <ul style=\"list-style-type: '\ud83d\udd38 '; padding-left: 20px; font-size: 15px; line-height: 1.9;\">\r\n <li>\u0627\u06cc\u0646 \u0645\u062d\u0635\u0648\u0644 \u0628\u0647 \u0635\u0648\u0631\u062a <strong>\u0641\u0627\u06cc\u0644 \u062f\u0627\u0646\u0644\u0648\u062f\u06cc \u06a9\u0627\u0645\u0644<\/strong> \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0646\u0633\u062e\u0647\u0654 \u0686\u0627\u067e\u06cc \u0646\u062f\u0627\u0631\u062f.<\/li>\r\n <li>\u062a\u0645\u0627\u0645\u06cc \u0641\u0627\u06cc\u0644\u200c\u0647\u0627 \u0648 \u06a9\u062a\u0627\u0628\u200c\u0647\u0627 <strong>\u06a9\u0627\u0645\u0644\u0627\u064b \u0641\u0627\u0631\u0633\u06cc<\/strong> \u0647\u0633\u062a\u0646\u062f.<\/li>\r\n <li><strong>\u062a\u0648\u062c\u0647:<\/strong> \u0644\u06cc\u0646\u06a9\u200c\u0647\u0627\u06cc \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u062f\u0648\u0631\u0647 \u0637\u06cc <strong>\u06f4\u06f8 \u0633\u0627\u0639\u062a<\/strong> \u067e\u0633 \u0627\u0632 \u062b\u0628\u062a \u0633\u0641\u0627\u0631\u0634 \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/li>\r\n <li>\u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u062f\u0631\u062c \u0634\u0645\u0627\u0631\u0647 \u0645\u0648\u0628\u0627\u06cc\u0644 \u0646\u06cc\u0633\u062a\u061b \u0627\u0645\u0627 \u0628\u0631\u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/li>\r\n <li>\u062f\u0631 \u0635\u0648\u0631\u062a \u0628\u0631\u0648\u0632 \u0645\u0634\u06a9\u0644 \u062f\u0631 \u062f\u0627\u0646\u0644\u0648\u062f \u0628\u0627 \u0634\u0645\u0627\u0631\u0647 <strong>09395106248<\/strong> \u062a\u0645\u0627\u0633 \u0628\u06af\u06cc\u0631\u06cc\u062f.<\/li>\r\n <li>\u0627\u06af\u0631 \u067e\u0631\u062f\u0627\u062e\u062a \u0627\u0646\u062c\u0627\u0645 \u0634\u062f\u0647 \u0648\u0644\u06cc \u0644\u06cc\u0646\u06a9\u200c\u0647\u0627 \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u0646\u06a9\u0631\u062f\u0647\u200c\u0627\u06cc\u062f\u060c \u0646\u0627\u0645 \u0648 \u0646\u0627\u0645 \u062e\u0627\u0646\u0648\u0627\u062f\u06af\u06cc \u0648 \u0646\u0627\u0645 \u0645\u062d\u0635\u0648\u0644 \u0631\u0627 \u067e\u06cc\u0627\u0645\u06a9 \u06a9\u0646\u06cc\u062f \u062a\u0627\r\n \u0644\u06cc\u0646\u06a9\u200c\u0647\u0627 \u062f\u0648\u0628\u0627\u0631\u0647 \u0627\u0631\u0633\u0627\u0644 \u0634\u0648\u0646\u062f.<\/li>\r\n <\/ul>\r\n <p style=\"font-size: 16px; line-height: 1.8; margin-top: 15px;\"> \ud83d\udcac \u0631\u0627\u0647\u200c\u0647\u0627\u06cc \u0627\u0631\u062a\u0628\u0627\u0637\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc:<br> \u0648\u0627\u062a\u0633\u200c\u0627\u067e \u06cc\u0627 \u067e\u06cc\u0627\u0645\u06a9:\r\n <strong>09395106248<\/strong><br> \u062a\u0644\u06af\u0631\u0627\u0645: <strong>@ma_limbs<\/strong> <\/p>\r\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0645\u0633\u062a\u0631\u06a9\u0644\u0627\u0633 \u062a\u0648\u0633\u0639\u0647 LLM \u0645\u062d\u0644\u06cc \u0628\u0627 Ollama: \u0622\u0632\u0627\u062f\u06cc \u0646\u0648\u0622\u0648\u0631\u06cc \u0648 \u06a9\u0627\u0647\u0634 \u0686\u0634\u0645\u06af\u06cc\u0631 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u0645\u0633\u062a\u0631\u06a9\u0644\u0627\u0633 \u062a\u0648\u0633\u0639\u0647 LLM \u0645\u062d\u0644\u06cc \u0628\u0627 Ollama: \u0622\u0632\u0627\u062f\u06cc \u0646\u0648\u0622\u0648\u0631\u06cc \u0648 \u06a9\u0627\u0647\u0634 \u0686\u0634\u0645\u06af\u06cc\u0631 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u0645\u0639\u0631\u0641\u06cc \u062f\u0648\u0631\u0647: \u0627\u0646\u0642\u0644\u0627\u0628 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u062f\u0633\u062a\u0627\u0646 \u0634\u0645\u0627 \u0622\u06cc\u0627 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u062f \u0628…<\/p>\n","protected":false},"featured_media":67493,"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 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content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0632\u0645\u0627\u0646 \u062a\u0642\u0631\u06cc\u0628\u06cc \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 \u062f\u0642\u06cc\u0642\u0647\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/express24.ir\/d\/product\/supercourse-0000015983\/\",\"url\":\"https:\/\/express24.ir\/d\/product\/supercourse-0000015983\/\",\"name\":\"\u06a9\u062a\u0627\u0628 \u0645\u0633\u062a\u0631\u06a9\u0644\u0627\u0633 \u062a\u0648\u0633\u0639\u0647 LLM \u0645\u062d\u0644\u06cc \u0628\u0627 Ollama: \u0622\u0632\u0627\u062f\u06cc \u0646\u0648\u0622\u0648\u0631\u06cc \u0648 \u06a9\u0627\u0647\u0634 \u0686\u0634\u0645\u06af\u06cc\u0631 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 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