{"id":319,"date":"2025-09-03T17:00:02","date_gmt":"2025-09-03T13:30:02","guid":{"rendered":"https:\/\/blog.houshyar24.ir\/?p=319"},"modified":"2025-11-29T13:13:06","modified_gmt":"2025-11-29T13:13:06","slug":"%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-%d8%b6%d8%b1%d9%88%d8%b1%db%8c-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d9%88%d8%b3%d8%b9%d9%87-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%87%d8%a7%db%8c","status":"publish","type":"post","link":"https:\/\/houshyar24.ir\/blog\/%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-%d8%b6%d8%b1%d9%88%d8%b1%db%8c-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d9%88%d8%b3%d8%b9%d9%87-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%87%d8%a7%db%8c\/","title":{"rendered":"\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0636\u0631\u0648\u0631\u06cc \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc AI \u0648 LLM \u2013 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646"},"content":{"rendered":"<h4>\ud83d\ude80\ud83e\udd16 \u0642\u062f\u0631\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u062f\u0633\u062a\u0627\u0646 \u0634\u0645\u0627 \u0628\u0627 \u062e\u0648\u062f\u0645\u06cc\u0632\u0628\u0627\u0646\u200c\u0633\u0627\u0632\u06cc !<\/h4>\n<p>\u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f \u06cc\u06a9 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0645\u062b\u0644 Llama 3 \u06cc\u0627 Mistral \u0631\u0648 \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u062e\u0648\u062f\u062a\u0648\u0646 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f\u060c \u0628\u0627 \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0627\u0645\u0644 \u0631\u0648\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648 \u0633\u0641\u0627\u0631\u0634\u06cc\u200c\u0633\u0627\u0632\u06cc \u062f\u0644\u062e\u0648\u0627\u0647! \u062e\u0648\u062f\u0645\u06cc\u0632\u0628\u0627\u0646\u200c\u0633\u0627\u0632\u06cc LLM\u0647\u0627 (Large Language Models) \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647 \u062a\u0627 \u0628\u0627 \u062d\u0641\u0638 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u0648 \u0627\u0646\u0639\u0637\u0627\u0641\u200c\u067e\u0630\u06cc\u0631\u06cc \u0628\u0627\u0644\u0627\u060c \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0628\u0633\u0627\u0632\u06cc\u062f. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0645\u06a9\u0645\u0644 \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u06cc \u0627\u0628\u0631\u06cc API\u0645\u062d\u0648\u0631 \u0645\u062b\u0644 \u0633\u0631\u0648\u06cc\u0633 \u0645\u0627 \u0647\u0633\u062a \u0648 \u0628\u0647 \u0634\u0645\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647 \u062a\u0627 \u0628\u0633\u062a\u0647 \u0628\u0647 \u0646\u06cc\u0627\u0632\u062a\u0648\u0646\u060c \u0628\u0647\u062a\u0631\u06cc\u0646 \u0631\u0627\u0647\u200c\u062d\u0644 \u0631\u0648 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f. \u062d\u0627\u0644\u0627 \u0627\u06af\u0631 \u0628\u062e\u0648\u0627\u06cc\u062f \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc\u06cc \u0628\u0633\u0627\u0632\u06cc\u062f \u06a9\u0647 \u0645\u062b\u0644 \u06cc\u06a9 \u062a\u06cc\u0645 \u062d\u0631\u0641\u0647\u200c\u0627\u06cc \u0639\u0645\u0644 \u06a9\u0646\u0646\u060c \u0641\u0631\u06cc\u0645\u0648\u0631\u06a9\u200c\u0647\u0627\u06cc \u0639\u0627\u0645\u0644\u200c\u06af\u0631\u0627 \u0628\u0647 \u06a9\u0645\u06a9\u062a\u0648\u0646 \u0645\u06cc\u0627\u0646 \u0648 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u062a\u0648\u0646 \u0631\u0648 \u0628\u0647 \u0633\u0637\u062d \u0628\u0639\u062f\u06cc \u0645\u06cc\u200c\u0628\u0631\u0646.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0628\u0644\u0627\u06af\u200c\u067e\u0633\u062a \u062c\u0630\u0627\u0628\u060c \u0628\u0627 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0628\u0631\u062a\u0631 \u062e\u0648\u062f\u0645\u06cc\u0632\u0628\u0627\u0646\u200c\u0633\u0627\u0632\u06cc \u0645\u062b\u0644 OpenLLM\u060c Ollama\u060c vLLM\u060c TGI \u0648 LocalAI \u0622\u0634\u0646\u0627 \u0645\u06cc\u200c\u0634\u06cc\u0645 \u2013 \u0628\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u0647\u200c\u0631\u0648\u0632 \u0627\u0632 \u0633\u0627\u0644 \u06f2\u06f0\u06f2\u06f5! \u0633\u067e\u0633 \u0641\u0631\u06cc\u0645\u0648\u0631\u06a9\u200c\u0647\u0627\u06cc\u06cc \u0645\u062b\u0644 LangChain \u0648 CrewAI \u0631\u0648 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0633\u0627\u062e\u062a \u0627\u067e\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0631\u0648 \u0622\u0633\u0648\u0646\u200c\u062a\u0631 \u0645\u06cc\u200c\u06a9\u0646\u0646. \u0686\u0647 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633 \u062d\u0631\u0641\u0647\u200c\u0627\u06cc \u0628\u0627\u0634\u06cc\u062f \u0648 \u0686\u0647 \u06a9\u0646\u062c\u06a9\u0627\u0648 \u062f\u0646\u06cc\u0627\u06cc AI\u060c \u0627\u06cc\u0646 \u0631\u0627\u0647\u0646\u0645\u0627 \u0647\u0645\u0631\u0627\u0647 \u0634\u0645\u0627\u0633\u062a \u062a\u0627 \u0642\u062f\u0645\u200c\u0628\u0647\u200c\u0642\u062f\u0645 \u0648\u0627\u0631\u062f \u062f\u0646\u06cc\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0634\u06cc\u062f. \u0622\u0645\u0627\u062f\u0647\u200c\u0627\u06cc\u062f\u061f \u0628\u0632\u0646\u06cc\u062f \u0628\u0631\u06cc\u0645!<\/p>\n<h4>\ud83d\udee0\ufe0f \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0628\u0631\u062a\u0631 \u0628\u0631\u0627\u06cc \u062e\u0648\u062f\u0645\u06cc\u0632\u0628\u0627\u0646\u200c\u0633\u0627\u0632\u06cc LLM\u0647\u0627: \u06a9\u0646\u062a\u0631\u0644 \u0648 \u0627\u0646\u0639\u0637\u0627\u0641 \u062f\u0631 \u062f\u0633\u062a\u0627\u0646 \u0634\u0645\u0627!<\/h4>\n<p>\u062e\u0648\u062f\u0645\u06cc\u0632\u0628\u0627\u0646\u200c\u0633\u0627\u0632\u06cc LLM\u0647\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0631\u0648 \u0631\u0648\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u062e\u0648\u062f\u062a\u0648\u0646 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f \u0648 \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0627\u0645\u0644\u06cc \u0631\u0648\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f\u060c \u0627\u0645\u0646\u06cc\u062a \u0648 \u0633\u0641\u0627\u0631\u0634\u06cc\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0631\u0627\u06cc \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u0628\u0627\u0644\u0627 \u06cc\u0627 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u062e\u0627\u0635 \u062f\u0627\u0631\u0646\u060c \u0639\u0627\u0644\u06cc\u0647 \u0648 \u062f\u0631 \u06a9\u0646\u0627\u0631 API\u0647\u0627\u06cc \u0627\u0628\u0631\u06cc\u060c \u06af\u0632\u06cc\u0646\u0647\u200c\u0627\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u0647\u200c\u0647\u0627\u0633\u062a. \u0637\u0628\u0642 \u0628\u0631\u0631\u0633\u06cc\u200c\u0647\u0627\u06cc \u0627\u062e\u06cc\u0631 (\u06f2\u06f0\u06f2\u06f5)\u060c \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0645\u062b\u0644 Ollama \u0648 vLLM \u0628\u0647 \u062e\u0627\u0637\u0631 \u0633\u0627\u062f\u06af\u06cc \u0648 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u062f\u0631 \u0635\u062f\u0631 \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u0646. \u0628\u06cc\u0627\u06cc\u062f \u0647\u0631 \u06a9\u062f\u0648\u0645 \u0631\u0648 \u0628\u0627 \u062c\u0632\u0626\u06cc\u0627\u062a \u0628\u0628\u06cc\u0646\u06cc\u0645 \u2013 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u0645\u0632\u0627\u06cc\u0627\u060c \u0645\u0639\u0627\u06cc\u0628\u060c \u0646\u062d\u0648\u0647 \u0646\u0635\u0628 \u0648 \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc<\/p>\n<h4>\ud83d\udce6\u06f1. OpenLLM: \u0633\u0627\u062f\u0647 \u0645\u062b\u0644 \u06cc\u06a9 \u062f\u0633\u062a\u0648\u0631!<\/h4>\n<p>OpenLLM \u06cc\u06a9 \u067e\u0644\u062a\u0641\u0631\u0645 \u0627\u067e\u0646\u200c\u0633\u0648\u0631\u0633 \u0627\u0632 BentoML \u0647\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0634\u0645\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0632\u0628\u0627\u0646\u06cc \u0631\u0648 \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0631\u0648\u06cc \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u062e\u0648\u062f\u062a\u0648\u0646 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f. \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0645\u062f\u0644\u200c\u0647\u0627 \u0631\u0648 \u0628\u0647 \u0635\u0648\u0631\u062a API \u0633\u0627\u0632\u06af\u0627\u0631 \u0628\u0627 OpenAI \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u06a9\u0646\u0647\u060c \u067e\u0633 \u0645\u06cc\u200c\u062a\u0648\u0646\u06cc\u062f \u0627\u0632\u0634 \u062f\u0631 \u0627\u067e\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f\u062a\u0648\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<ul>\n<li><strong>\u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc:<\/strong>\u00a0\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u0645\u062b\u0644 Llama 3.3\u060c Qwen2.5 \u0648 Phi3\u061b \u0631\u0627\u0628\u0637 \u0686\u062a UI \u062f\u0627\u062e\u0644\u06cc (\u062f\u0631 \u0622\u062f\u0631\u0633 \/chat)\u061b \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0628\u06a9\u200c\u0627\u0646\u062f\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0645\u062b\u0644 vLLM\u061b \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0627\u0628\u0631\u06cc \u0628\u0627 BentoCloud \u0628\u0631\u0627\u06cc \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631\u06cc.<\/li>\n<li><strong>\u0645\u0632\u0627\u06cc\u0627:<\/strong>\u00a0\u0646\u0635\u0628 \u0622\u0633\u0627\u0646 \u0628\u0627 \u06cc\u06a9 \u062f\u0633\u062a\u0648\u0631\u060c \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0627\u0645\u0644 \u0631\u0648\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u060c \u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u0628\u0627\u0644\u0627 \u0628\u0627 \u0641\u0631\u06cc\u0645\u0648\u0631\u06a9\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0647. \u0639\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0646 \u0633\u0631\u06cc\u0639 \u0634\u0631\u0648\u0639 \u06a9\u0646\u0646.<\/li>\n<li><strong>\u0645\u0639\u0627\u06cc\u0628:<\/strong>\u00a0\u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062e\u06cc\u0644\u06cc \u0628\u0632\u0631\u06af \u0646\u06cc\u0627\u0632 \u0628\u0647 GPU \u0642\u0648\u06cc \u062f\u0627\u0631\u0647 (\u0645\u062b\u0644 \u06f8\u06f0GB \u0628\u0631\u0627\u06cc Llama 3.3:70b).<\/li>\n<li><strong>\u0646\u062d\u0648\u0647 \u0646\u0635\u0628 \u0648 \u0634\u0631\u0648\u0639:<\/strong>\u00a0\u0628\u0627\u00a0<code>pip install openllm<\/code>\u00a0\u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f. \u0628\u0639\u062f \u0628\u0627\u00a0<code>openllm serve llama3.2:1b<\/code>\u00a0\u0633\u0631\u0648\u0631 \u0631\u0648 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f \u0648 \u062f\u0631\u00a0<a href=\"http:\/\/localhost:3000\/chit\">http:\/\/localhost:3000\/chit<\/a>\u00a0\u0686\u062a \u06a9\u0646\u06cc\u062f! \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u062d\u062f\u0648\u062f\u060c \u062a\u0648\u06a9\u0646 Hugging Face \u0631\u0648 \u0633\u062a \u06a9\u0646\u06cc\u062f:\u00a0<code>export HF_TOKEN=your_token<\/code>.<\/li>\n<li><strong>\u0645\u062b\u0627\u0644 \u0648\u0627\u0642\u0639\u06cc:<\/strong> \u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f \u06cc\u06a9 \u0686\u062a\u200c\u0628\u0627\u062a \u062f\u0627\u062e\u0644\u06cc \u0628\u0631\u0627\u06cc \u0634\u0631\u06a9\u062a\u200c\u062a\u0648\u0646 \u0628\u0633\u0627\u0632\u06cc\u062f \u2013 \u0628\u062f\u0648\u0646 \u0627\u0631\u0633\u0627\u0644 \u062f\u0627\u062f\u0647 \u0628\u0647 \u0628\u06cc\u0631\u0648\u0646!<\/li>\n<li>\u0644\u06cc\u0646\u06a9 \u06af\u06cc\u062a\u200c\u0647\u0627\u0628:\u00a0<a href=\"https:\/\/github.com\/bentoml\/OpenLLM\">github.com\/bentoml\/OpenLLM<\/a><\/li>\n<\/ul>\n<h4>\u26a1 \u06f2. Ollama: \u0633\u0628\u06a9 \u0648 \u0633\u0631\u06cc\u0639 \u0628\u0631\u0627\u06cc \u0647\u0645\u0647!<\/h4>\n<p>Ollama \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u062d\u0628\u0648\u0628\u200c\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u062f\u0631 \u06f2\u06f0\u06f2\u06f5 \u0647\u0633\u062a (\u0628\u0631 \u0627\u0633\u0627\u0633 \u0646\u0638\u0631\u0627\u062a \u0631\u062f\u06cc\u062a \u0648 \u0645\u062f\u06cc\u0648\u0645)\u060c \u0686\u0648\u0646 \u06a9\u0645\u200c\u062d\u062c\u0645 \u0648 \u0633\u0627\u0632\u06af\u0627\u0631 \u0628\u0627 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0639\u0645\u0648\u0644\u06cc\u0647. \u0627\u06cc\u0646 \u0641\u0631\u06cc\u0645\u0648\u0631\u06a9 \u0627\u067e\u0646\u200c\u0633\u0648\u0631\u0633 \u0628\u0647 \u0634\u0645\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u0645\u062b\u0644 Llama 3\u060c DeepSeek \u0648 Mistral \u0631\u0648 \u0645\u062d\u0644\u06cc \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f \u2013 \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 GPU \u0633\u0646\u06af\u06cc\u0646.<\/p>\n<ul>\n<li><strong>\u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc:<\/strong>\u00a0\u0646\u0635\u0628 \u06cc\u06a9\u200c\u062e\u0637\u06cc\u061b \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u0648\u0639\u061b \u0631\u0627\u0628\u0637 \u062e\u0637 \u0641\u0631\u0645\u0627\u0646 \u0633\u0627\u062f\u0647\u061b \u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u0628\u0627 macOS\u060c Windows \u0648 Linux.<\/li>\n<li><strong>\u0645\u0632\u0627\u06cc\u0627:<\/strong>\u00a0\u06a9\u0627\u0631\u0628\u0631\u067e\u0633\u0646\u062f (\u0628\u0647 \u062e\u0635\u0648\u0635 \u0628\u0627 GUI\u0647\u0627\u06cc \u0645\u062b\u0644 LM Studio)\u060c \u062d\u0641\u0638 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u06a9\u0627\u0645\u0644\u060c \u0627\u062c\u0631\u0627\u06cc \u0633\u0631\u06cc\u0639 \u062d\u062a\u06cc \u0631\u0648\u06cc CPU.<\/li>\n<li><strong>\u0645\u0639\u0627\u06cc\u0628:<\/strong>\u00a0\u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062e\u06cc\u0644\u06cc \u0628\u0632\u0631\u06af \u0645\u0645\u06a9\u0646\u0647 \u06a9\u0646\u062f \u0628\u0627\u0634\u0647\u061b \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062f\u0627\u0646\u0644\u0648\u062f \u0645\u062f\u0644\u200c\u0647\u0627 (\u06a9\u0647 \u06af\u0627\u0647\u06cc \u0628\u0632\u0631\u06af\u0646).<\/li>\n<li><strong>\u0646\u062d\u0648\u0647 \u0646\u0635\u0628 \u0648 \u0634\u0631\u0648\u0639:<\/strong>\u00a0\u0627\u0632 \u0633\u0627\u06cc\u062a \u062f\u0627\u0646\u0644\u0648\u062f \u06a9\u0646\u06cc\u062f \u0648 \u0628\u0627\u00a0<code>ollama run llama3<\/code>\u00a0\u0645\u062f\u0644 \u0631\u0648 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f. \u0628\u0639\u062f \u0628\u0627 \u062f\u0633\u062a\u0648\u0631\u00a0<code>ollama list<\/code>\u00a0\u0645\u062f\u0644\u200c\u0647\u0627 \u0631\u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0646\u06cc\u062f.<\/li>\n<li><strong>\u0645\u062b\u0627\u0644 \u0648\u0627\u0642\u0639\u06cc:<\/strong> \u0633\u0627\u062e\u062a \u06cc\u06a9 \u062f\u0633\u062a\u06cc\u0627\u0631 \u0634\u062e\u0635\u06cc \u0628\u0631\u0627\u06cc \u06a9\u062f\u0632\u0646\u06cc \u2013 Ollama \u0631\u0648 \u0628\u0627 VS Code \u0627\u062f\u063a\u0627\u0645 \u06a9\u0646\u06cc\u062f \u0648 \u06a9\u062f\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u06cc\u062f!<\/li>\n<li>\u0644\u06cc\u0646\u06a9 \u0648\u0628\u200c\u0633\u0627\u06cc\u062a:\u00a0<a href=\"https:\/\/ollama.com\/\">ollama.com<\/a><\/li>\n<\/ul>\n<h4>\ud83c\udfce\ufe0f \u06f3. vLLM: \u0633\u0631\u0639\u062a \u0648 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u062d\u0631\u0641\u0647\u200c\u0627\u06cc\u200c\u0647\u0627!<\/h4>\n<p>vLLM\u060c \u0633\u0627\u062e\u062a\u0647\u200c\u0634\u062f\u0647 \u062f\u0631 \u0622\u0632\u0645\u0627\u06cc\u0634\u06af\u0627\u0647 Sky Computing \u062f\u0627\u0646\u0634\u06af\u0627\u0647 \u0628\u0631\u06a9\u0644\u06cc\u060c \u062a\u0645\u0631\u06a9\u0632 \u0631\u0648\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0627\u0644\u0627 \u062f\u0627\u0631\u0647. \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0627\u067e\u0646\u200c\u0633\u0648\u0631\u0633 \u0628\u0627 \u0645\u06a9\u0627\u0646\u06cc\u0632\u0645 PagedAttention \u062d\u0627\u0641\u0638\u0647 \u0631\u0648 \u0628\u0647\u06cc\u0646\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0647 \u0648 \u067e\u0627\u0633\u062e\u200c\u0647\u0627 \u0631\u0648 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0645\u06cc\u200c\u062f\u0647 \u2013 \u0627\u06cc\u062f\u0647\u200c\u0622\u0644 \u0628\u0631\u0627\u06cc \u0627\u067e\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0628\u0627 \u062a\u0631\u0627\u0641\u06cc\u06a9 \u0628\u0627\u0644\u0627.<\/p>\n<ul>\n<li><strong>\u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc:<\/strong>\u00a0PagedAttention \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u062d\u0627\u0641\u0638\u0647\u061b \u0628\u0686\u06cc\u0646\u06af \u0645\u062f\u0627\u0648\u0645 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627\u061b \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u06a9\u0648\u0627\u0646\u062a\u06cc\u0632\u06cc\u0634\u0646 (\u0645\u062b\u0644 FP8)\u061b \u0627\u062f\u063a\u0627\u0645 \u0628\u0627 Hugging Face\u061b \u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u0628\u0627 GPU\u0647\u0627\u06cc NVIDIA\u060c AMD \u0648 \u062d\u062a\u06cc TPU.<\/li>\n<li><strong>\u0645\u0632\u0627\u06cc\u0627:<\/strong>\u00a0throughput \u0628\u0627\u0644\u0627 (\u062a\u0627 \u06f1\u06f0 \u0628\u0631\u0627\u0628\u0631 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0627\u0632 \u0631\u0642\u0628\u0627)\u061b \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u062a\u0648\u0632\u06cc\u0639\u200c\u0634\u062f\u0647 (tensor parallelism)\u061b \u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u0628\u0632\u0631\u06af.<\/li>\n<li><strong>\u0645\u0639\u0627\u06cc\u0628:<\/strong>\u00a0\u0646\u0635\u0628 \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u062a\u0631\u061b \u0646\u06cc\u0627\u0632 \u0628\u0647 GPU \u0642\u0648\u06cc.<\/li>\n<li><strong>\u0646\u062d\u0648\u0647 \u0646\u0635\u0628 \u0648 \u0634\u0631\u0648\u0639:<\/strong>\u00a0\u0628\u0627\u00a0<code>pip install vllm<\/code>\u00a0\u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f. \u0645\u062b\u0627\u0644:\u00a0<code>from vllm import LLM; llm = LLM(model=\"meta-llama\/Llama-3-8b\")<\/code>\u00a0\u0648 \u0628\u0639\u062f generate \u06a9\u0646\u06cc\u062f!<\/li>\n<li><strong>\u0645\u062b\u0627\u0644 \u0648\u0627\u0642\u0639\u06cc:<\/strong> \u062f\u0631 \u0627\u067e\u200c\u0647\u0627\u06cc \u0686\u062a \u06af\u0631\u0648\u0647\u06cc\u060c vLLM \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627 \u0631\u0648 \u0647\u0645\u0632\u0645\u0627\u0646 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc\u200c\u06a9\u0646\u0647 \u0648 \u062a\u0627\u062e\u06cc\u0631 \u0631\u0648 \u0628\u0647 \u062d\u062f\u0627\u0642\u0644 \u0645\u06cc\u200c\u0631\u0633\u0647.<\/li>\n<li>\u0644\u06cc\u0646\u06a9 \u0648\u0628\u200c\u0633\u0627\u06cc\u062a:\u00a0<a href=\"https:\/\/docs.vllm.ai\/en\/latest\/\">docs.vllm.ai<\/a><\/li>\n<\/ul>\n<h4>\ud83c\udf1f \u06f4. TGI (Text Generation Inference): \u0642\u062f\u0631\u062a Hugging Face \u062f\u0631 \u062f\u0633\u062a\u0627\u0646 \u0634\u0645\u0627!<\/h4>\n<p>TGI \u0627\u0632 Hugging Face\u060c \u06cc\u06a9 toolkit \u062d\u0631\u0641\u0647\u200c\u0627\u06cc \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc LLM\u0647\u0627\u0633\u062a. \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u0645\u062b\u0644 Llama\u060c Mistral \u0648 Falcon \u0631\u0648 \u062f\u0627\u0631\u0647 \u0648 \u0631\u0648\u06cc \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u062a\u0645\u0631\u06a9\u0632 \u06a9\u0631\u062f\u0647 \u2013 \u0645\u062b\u0644 FlashAttention \u0648 PagedAttention.<\/p>\n<ul>\n<li><strong>\u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc:<\/strong>\u00a0\u0628\u0686\u06cc\u0646\u06af \u0645\u062f\u0627\u0648\u0645\u061b \u06a9\u0648\u0627\u0646\u062a\u06cc\u0632\u06cc\u0634\u0646 \u0628\u0627 bitsandbytes\u061b \u0627\u0633\u062a\u0631\u06cc\u0645\u06cc\u0646\u06af \u062a\u0648\u06a9\u0646\u200c\u0647\u0627\u061b \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 GPU\u0647\u0627\u06cc \u0686\u0646\u062f\u06af\u0627\u0646\u0647\u061b \u0627\u062f\u063a\u0627\u0645 \u0628\u0627 Safetensors.<\/li>\n<li><strong>\u0645\u0632\u0627\u06cc\u0627:<\/strong>\u00a0\u0622\u0645\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f (\u0628\u0627 tracing \u0648 metrics)\u061b \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631\u06cc \u0628\u0627\u0644\u0627\u061b \u0639\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u0627\u067e\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af.<\/li>\n<li><strong>\u0645\u0639\u0627\u06cc\u0628:<\/strong>\u00a0\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0633\u062e\u062a\u0647\u061b \u0646\u06cc\u0627\u0632 \u0628\u0647 Docker \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0622\u0633\u0627\u0646.<\/li>\n<li><strong>\u0646\u062d\u0648\u0647 \u0646\u0635\u0628 \u0648 \u0634\u0631\u0648\u0639:<\/strong>\u00a0\u0628\u0627 Docker:\u00a0<code>docker run --gpus all huggingface\/text-generation-inference --model-id meta-llama\/Llama-3-8b<\/code>.<\/li>\n<li><strong>\u0645\u062b\u0627\u0644 \u0648\u0627\u0642\u0639\u06cc:<\/strong>\u00a0\u062f\u0631 Hugging Chat \u06cc\u0627 OpenAssistant \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0647 \u2013 \u0628\u0631\u0627\u06cc \u0686\u062a\u200c\u0628\u0627\u062a\u200c\u0647\u0627\u06cc \u0639\u0645\u0648\u0645\u06cc \u0639\u0627\u0644\u06cc\u0647!<\/li>\n<li>\u0644\u06cc\u0646\u06a9 \u0648\u0628\u200c\u0633\u0627\u06cc\u062a:\u00a0<a href=\"https:\/\/huggingface.co\/docs\/text-generation-inference\/en\/index\">huggingface.co\/docs\/text-generation-inference<\/a><\/li>\n<\/ul>\n<h4>\ud83d\udd12 \u06f5. LocalAI: \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0627\u0645\u0644 OpenAI \u0645\u062d\u0644\u06cc!<\/h4>\n<p>LocalAI \u06cc\u06a9 \u067e\u0644\u062a\u0641\u0631\u0645 \u0627\u067e\u0646\u200c\u0633\u0648\u0631\u0633 \u0647\u0633\u062a \u06a9\u0647 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u06cc \u0627\u0628\u0631\u06cc \u0645\u06cc\u200c\u0634\u0647. \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u0648\u0639 (\u0645\u062a\u0646\u060c \u062a\u0635\u0648\u06cc\u0631\u060c \u0635\u062f\u0627) \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0647 \u0648 \u0631\u0648\u06cc \u062d\u0641\u0638 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u0647.<\/p>\n<ul>\n<li><strong>\u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc:<\/strong>\u00a0\u0633\u0627\u0632\u06af\u0627\u0631 \u0628\u0627 OpenAI API\u061b \u0628\u06a9\u200c\u0627\u0646\u062f\u0647\u0627\u06cc\u06cc \u0645\u062b\u0644 vLLM \u0648 llama.cpp\u061b \u0631\u0627\u0628\u0637 \u0648\u0628\u061b \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 P2P \u0628\u0631\u0627\u06cc \u062a\u0648\u0632\u06cc\u0639\u200c\u0634\u062f\u0647\u061b \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 GPU.<\/li>\n<li><strong>\u0645\u0632\u0627\u06cc\u0627:<\/strong>\u00a0\u062d\u0641\u0638 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0645\u062d\u0644\u06cc\u061b extensible\u061b \u0645\u0646\u0627\u0633\u0628 \u0634\u0631\u06a9\u062a\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u0645\u0646\u06cc\u062a.<\/li>\n<li><strong>\u0645\u0639\u0627\u06cc\u0628:<\/strong>\u00a0\u062a\u0646\u0638\u06cc\u0645 \u0627\u0648\u0644\u06cc\u0647 \u0632\u0645\u0627\u0646\u200c\u0628\u0631\u061b \u0639\u0645\u0644\u06a9\u0631\u062f \u0631\u0648\u06cc CPU \u06a9\u0646\u062f\u062a\u0631.<\/li>\n<li><strong>\u0646\u062d\u0648\u0647 \u0646\u0635\u0628 \u0648 \u0634\u0631\u0648\u0639:<\/strong>\u00a0\u0628\u0627 Docker \u06cc\u0627 \u0628\u0627\u06cc\u0646\u0631\u06cc\u200c\u0647\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f. \u0645\u062f\u0644\u200c\u0647\u0627 \u0631\u0648 \u0627\u0632 \u0648\u0628 UI \u062f\u0627\u0646\u0644\u0648\u062f \u06a9\u0646\u06cc\u062f.<\/li>\n<li><strong>\u0645\u062b\u0627\u0644 \u0648\u0627\u0642\u0639\u06cc:<\/strong>\u00a0\u0633\u0627\u062e\u062a \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 AI \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0635\u062f\u0627 \u0628\u0647 \u0645\u062a\u0646 \u2013 \u0628\u062f\u0648\u0646 \u0627\u0631\u0633\u0627\u0644 \u062f\u0627\u062f\u0647 \u0628\u0647 \u0628\u06cc\u0631\u0648\u0646!<\/li>\n<li>\u0644\u06cc\u0646\u06a9 \u0648\u0628\u200c\u0633\u0627\u06cc\u062a:\u00a0<a href=\"https:\/\/localai.io\/\">localai.io<\/a><\/li>\n<\/ul>\n<p>\u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0631\u0648 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0646\u06cc\u0627\u0632\u062a\u0648\u0646 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f: \u0627\u06af\u0631 \u062a\u0627\u0632\u0647\u200c\u06a9\u0627\u0631\u06cc\u062f\u060c Ollama \u0634\u0631\u0648\u0639 \u062e\u0648\u0628\u06cc\u0647\u061b \u0628\u0631\u0627\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0627\u0644\u0627\u060c vLLM \u0631\u0648 \u0627\u0645\u062a\u062d\u0627\u0646 \u06a9\u0646\u06cc\u062f. \u06cc\u0627\u062f\u062a\u0648\u0646 \u0628\u0627\u0634\u0647\u060c \u062e\u0648\u062f\u0645\u06cc\u0632\u0628\u0627\u0646\u200c\u0633\u0627\u0632\u06cc \u0686\u0627\u0644\u0634\u200c\u0628\u0631\u0627\u0646\u06af\u06cc\u0632\u0647 \u0627\u0645\u0627 \u0627\u0646\u0639\u0637\u0627\u0641\u200c\u067e\u0630\u06cc\u0631\u06cc \u0628\u06cc\u200c\u0646\u0638\u06cc\u0631\u06cc \u0645\u06cc\u200c\u062f\u0647. \u062f\u0631 \u06f2\u06f0\u06f2\u06f5\u060c \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0645\u062b\u0644 LM Studio (GUI \u0633\u0627\u062f\u0647) \u0647\u0645 \u0645\u062d\u0628\u0648\u0628 \u0634\u062f\u0646\u060c \u0627\u0645\u0627 \u0627\u06cc\u0646\u200c\u0647\u0627 \u067e\u0627\u06cc\u0647\u200c\u0627\u06cc\u200c\u062a\u0631\u06cc\u0646\u200c\u0647\u0627 \u0647\u0633\u062a\u0646.<\/p>\n<p>&nbsp;<\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\" wp-image-325 aligncenter\" src=\"https:\/\/blog.houshyar24.ir\/wp-content\/uploads\/2025\/09\/pic1-300x188.png\" loading=\"lazy\" alt=\"\" width=\"747\" height=\"468\" \/><\/p>\n<h4>\u0645\u0642\u0627\u06cc\u0633\u0647 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062e\u0648\u062f\u0645\u06cc\u0632\u0628\u0627\u0646\u200c\u0633\u0627\u0632\u06cc LLM \u0648 \u0641\u0631\u06cc\u0645\u0648\u0631\u06a9\u200c\u0647\u0627\u06cc \u0639\u0627\u0645\u0644\u200c\u06af\u0631\u0627<\/h4>\n<table>\n<thead>\n<tr>\n<th>\u0627\u0628\u0632\u0627\u0631\/\u0641\u0631\u06cc\u0645\u0648\u0631\u06a9<\/th>\n<th>\u0646\u0648\u0639<\/th>\n<th>\u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc<\/th>\n<th>\u0645\u0632\u0627\u06cc\u0627<\/th>\n<th>\u0645\u0639\u0627\u06cc\u0628<\/th>\n<th>\u0628\u0647\u062a\u0631\u06cc\u0646 \u0628\u0631\u0627\u06cc<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>OpenLLM<\/strong><\/td>\n<td>\u062e\u0648\u062f\u0645\u06cc\u0632\u0628\u0627\u0646\u200c\u0633\u0627\u0632\u06cc<\/td>\n<td>API \u0633\u0627\u0632\u06af\u0627\u0631 \u0628\u0627 OpenAI\u060c \u0631\u0627\u0628\u0637 \u0686\u062a UI\u060c \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 Llama 3.3\u060c Qwen2.5\u060c \u0627\u062f\u063a\u0627\u0645 \u0628\u0627 vLLM<\/td>\n<td>\u0646\u0635\u0628 \u0622\u0633\u0627\u0646\u060c \u0627\u0646\u0639\u0637\u0627\u0641\u200c\u067e\u0630\u06cc\u0631\u060c \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0627\u0645\u0644<\/td>\n<td>\u0646\u06cc\u0627\u0632 \u0628\u0647 GPU \u0642\u0648\u06cc \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af<\/td>\n<td>\u0627\u067e\u200c\u0647\u0627\u06cc \u0633\u0627\u0632\u0645\u0627\u0646\u06cc \u0628\u0627 \u0646\u06cc\u0627\u0632 \u0628\u0647 API \u0633\u0627\u062f\u0647<\/td>\n<\/tr>\n<tr>\n<td><strong>Ollama<\/strong><\/td>\n<td>\u062e\u0648\u062f\u0645\u06cc\u0632\u0628\u0627\u0646\u200c\u0633\u0627\u0632\u06cc<\/td>\n<td>\u0646\u0635\u0628 \u06cc\u06a9\u200c\u062e\u0637\u06cc\u060c \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 Llama 3\u060c DeepSeek\u060c \u0633\u0627\u0632\u06af\u0627\u0631 \u0628\u0627 CPU<\/td>\n<td>\u0633\u0628\u06a9\u060c \u06a9\u0627\u0631\u0628\u0631\u067e\u0633\u0646\u062f\u060c \u062d\u0641\u0638 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc<\/td>\n<td>\u06a9\u0646\u062f \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af<\/td>\n<td>\u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u062a\u0627\u0632\u0647\u200c\u06a9\u0627\u0631\u060c \u062a\u0633\u062a \u0645\u062d\u0644\u06cc<\/td>\n<\/tr>\n<tr>\n<td><strong>vLLM<\/strong><\/td>\n<td>\u062e\u0648\u062f\u0645\u06cc\u0632\u0628\u0627\u0646\u200c\u0633\u0627\u0632\u06cc<\/td>\n<td>PagedAttention\u060c \u0628\u0686\u06cc\u0646\u06af \u0645\u062f\u0627\u0648\u0645\u060c \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 GPU\/TPU\u060c \u06a9\u0648\u0627\u0646\u062a\u06cc\u0632\u06cc\u0634\u0646 FP8<\/td>\n<td>\u0633\u0631\u0639\u062a \u0628\u0627\u0644\u0627 (\u062a\u0627 10x)\u060c \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631<\/td>\n<td>\u0646\u0635\u0628 \u067e\u06cc\u0686\u06cc\u062f\u0647<\/td>\n<td>\u0627\u067e\u200c\u0647\u0627\u06cc \u0628\u0627 \u062a\u0631\u0627\u0641\u06cc\u06a9 \u0628\u0627\u0644\u0627\u060c \u062a\u0648\u0644\u06cc\u062f<\/td>\n<\/tr>\n<tr>\n<td><strong>TGI<\/strong><\/td>\n<td>\u062e\u0648\u062f\u0645\u06cc\u0632\u0628\u0627\u0646\u200c\u0633\u0627\u0632\u06cc<\/td>\n<td>FlashAttention\u060c \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 Llama\u060c Mistral\u060c \u0628\u0686\u06cc\u0646\u06af \u0645\u062f\u0627\u0648\u0645<\/td>\n<td>\u0628\u0647\u06cc\u0646\u0647 \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f\u060c \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631<\/td>\n<td>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0633\u062e\u062a<\/td>\n<td>\u0686\u062a\u200c\u0628\u0627\u062a\u200c\u0647\u0627\u06cc \u0639\u0645\u0648\u0645\u06cc\u060c \u0627\u067e\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af<\/td>\n<\/tr>\n<tr>\n<td><strong>LocalAI<\/strong><\/td>\n<td>\u062e\u0648\u062f\u0645\u06cc\u0632\u0628\u0627\u0646\u200c\u0633\u0627\u0632\u06cc<\/td>\n<td>\u0633\u0627\u0632\u06af\u0627\u0631 \u0628\u0627 OpenAI API\u060c \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0645\u062a\u0646\/\u062a\u0635\u0648\u06cc\u0631\/\u0635\u062f\u0627\u060c \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 GPU<\/td>\n<td>\u0627\u0645\u0646\u06cc\u062a \u0628\u0627\u0644\u0627\u060c \u0686\u0646\u062f\u0645\u0646\u0638\u0648\u0631\u0647<\/td>\n<td>\u062a\u0646\u0638\u06cc\u0645 \u0627\u0648\u0644\u06cc\u0647 \u0632\u0645\u0627\u0646\u200c\u0628\u0631<\/td>\n<td>\u0634\u0631\u06a9\u062a\u200c\u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u0628\u0647 \u062f\u0627\u062f\u0647<\/td>\n<\/tr>\n<tr>\n<td><strong>LangChain<\/strong><\/td>\n<td>\u0641\u0631\u06cc\u0645\u0648\u0631\u06a9 \u0639\u0627\u0645\u0644\u200c\u06af\u0631\u0627<\/td>\n<td>Chains\u060c Agents\u060c Memory\u060c \u0627\u062f\u063a\u0627\u0645 \u0628\u0627 \u0635\u062f\u0647\u0627 \u0627\u0628\u0632\u0627\u0631\u060c LangGraph<\/td>\n<td>\u0627\u0646\u0639\u0637\u0627\u0641\u200c\u067e\u0630\u06cc\u0631\u060c \u062c\u0627\u0645\u0639<\/td>\n<td>\u0645\u0646\u062d\u0646\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0634\u06cc\u0628\u200c\u062f\u0627\u0631<\/td>\n<td>\u0627\u067e\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647\u060c RAG<\/td>\n<\/tr>\n<tr>\n<td><strong>CrewAI<\/strong><\/td>\n<td>\u0641\u0631\u06cc\u0645\u0648\u0631\u06a9 \u0639\u0627\u0645\u0644\u200c\u06af\u0631\u0627<\/td>\n<td>\u0627\u0648\u0631\u06a9\u0633\u062a\u0631\u0627\u0633\u06cc\u0648\u0646 \u0686\u0646\u062f\u0639\u0627\u0645\u0644\u06cc\u060c UI \u0645\u062f\u06cc\u0631\u06cc\u062a\u060c \u0627\u062f\u063a\u0627\u0645 \u0627\u0628\u0632\u0627\u0631<\/td>\n<td>\u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u062a\u06cc\u0645\u06cc<\/td>\n<td>\u06a9\u0645\u062a\u0631 \u0642\u0627\u0628\u0644 \u0633\u0641\u0627\u0631\u0634\u06cc\u200c\u0633\u0627\u0632\u06cc<\/td>\n<td>\u06a9\u0627\u0631\u0647\u0627\u06cc \u0645\u0634\u0627\u0631\u06a9\u062a\u06cc\u060c \u062a\u06cc\u0645\u200c\u0647\u0627\u06cc AI<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u0646\u06a9\u062a\u0647:<\/strong> \u0627\u0646\u062a\u062e\u0627\u0628 \u0627\u0628\u0632\u0627\u0631 \u0628\u0633\u062a\u06af\u06cc \u0628\u0647 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u0634\u0645\u0627 (\u0645\u062b\u0644 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u060c \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631\u06cc\u060c \u06cc\u0627 \u0627\u0645\u0646\u06cc\u062a) \u062f\u0627\u0631\u0647. \u0628\u0631\u0627\u06cc \u062a\u0633\u062a \u0627\u0648\u0644\u06cc\u0647\u060c Ollama \u0648 OpenLLM \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0639\u0627\u0644\u06cc \u0647\u0633\u062a\u0646. \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f\u060c vLLM \u0648 TGI \u0631\u0648 \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f.<\/p>\n<h4>\ud83e\udd1d LLM\u0647\u0627 \u0648 \u0641\u0631\u06cc\u0645\u0648\u0631\u06a9\u200c\u0647\u0627\u06cc \u0639\u0627\u0645\u0644\u200c\u06af\u0631\u0627: \u0633\u0627\u062e\u062a \u062a\u06cc\u0645\u200c\u0647\u0627\u06cc AI \u0647\u0648\u0634\u0645\u0646\u062f!<\/h4>\n<p>\u062d\u0627\u0644\u0627 \u06a9\u0647 \u0645\u062f\u0644\u200c\u0647\u0627 \u0631\u0648 \u062e\u0648\u062f\u0645\u06cc\u0632\u0628\u0627\u0646 \u06a9\u0631\u062f\u06cc\u062f\u060c \u0648\u0642\u062a\u0634\u0647 \u0627\u067e\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0628\u0633\u0627\u0632\u06cc\u062f. \u0641\u0631\u06cc\u0645\u0648\u0631\u06a9\u200c\u0647\u0627\u06cc \u0639\u0627\u0645\u0644\u200c\u06af\u0631\u0627 \u0645\u062b\u0644 LangChain \u0648 CrewAI\u060c LLM\u0647\u0627 \u0631\u0648 \u0628\u0647 &#8220;\u0639\u0627\u0645\u0644\u200c\u0647\u0627&#8221; (Agents) \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u0646 \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0646\u0646 \u0641\u06a9\u0631 \u06a9\u0646\u0646\u060c \u062a\u0635\u0645\u06cc\u0645 \u0628\u06af\u06cc\u0631\u0646 \u0648 \u0628\u0627 \u0647\u0645 \u06a9\u0627\u0631 \u06a9\u0646\u0646. \u0628\u0631 \u0627\u0633\u0627\u0633 \u0645\u0642\u0627\u06cc\u0633\u0647\u200c\u0647\u0627 (\u0627\u0632 \u0645\u062f\u06cc\u0648\u0645 \u0648 \u0631\u062f\u06cc\u062a)\u060c LangChain \u062c\u0627\u0645\u0639\u200c\u062a\u0631\u0647 \u0627\u0645\u0627 CrewAI \u0628\u0631\u0627\u06cc \u062a\u06cc\u0645\u200c\u0647\u0627\u06cc \u0686\u0646\u062f\u0639\u0627\u0645\u0644\u06cc \u0633\u0627\u062f\u0647\u200c\u062a\u0631.<\/p>\n<h4>\ud83e\udde0 LangChain: \u0686\u0627\u0631\u0686\u0648\u0628 \u0647\u0645\u0647\u200c\u06a9\u0627\u0631\u0647 \u0628\u0631\u0627\u06cc \u0627\u067e\u200c\u0647\u0627\u06cc AI!<\/h4>\n<p>LangChain \u06cc\u06a9 \u0641\u0631\u06cc\u0645\u0648\u0631\u06a9 \u067e\u0627\u06cc\u062a\u0648\u0646\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0627\u067e\u200c\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 LLM\u0647\u0627\u0633\u062a. \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u0647 \u0686\u0631\u062e\u0647 \u062a\u0648\u0633\u0639\u0647 \u0631\u0648 \u0633\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<ul>\n<li><strong>\u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc:<\/strong>\u00a0Chains (\u062a\u0648\u0627\u0644\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a)\u060c Agents (\u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u0647\u0648\u0634\u0645\u0646\u062f)\u060c Memory (\u062d\u0627\u0641\u0638\u0647 \u0628\u0631\u0627\u06cc \u06af\u0641\u062a\u06af\u0648\u0647\u0627)\u061b \u0627\u062f\u063a\u0627\u0645 \u0628\u0627 \u0635\u062f\u0647\u0627 \u0645\u062f\u0644 \u0648 \u0627\u0628\u0632\u0627\u0631\u061b LangGraph \u0628\u0631\u0627\u06cc \u0627\u067e\u200c\u0647\u0627\u06cc stateful.<\/li>\n<li><strong>\u0645\u0632\u0627\u06cc\u0627:<\/strong>\u00a0\u0627\u0646\u0639\u0637\u0627\u0641\u200c\u067e\u0630\u06cc\u0631\u061b \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0645\u062b\u0644 LangSmith \u0628\u0631\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc\u061b \u0639\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u0627\u067e\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647.<\/li>\n<li><strong>\u0645\u0639\u0627\u06cc\u0628:<\/strong>\u00a0\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0646\u062d\u0646\u06cc \u0634\u06cc\u0628\u200c\u062f\u0627\u0631.<\/li>\n<li><strong>\u0645\u062b\u0627\u0644:<\/strong>\u00a0\u0633\u0627\u062e\u062a \u06cc\u06a9 \u062f\u0633\u062a\u06cc\u0627\u0631 \u06a9\u0647 \u062c\u0633\u062a\u062c\u0648 \u06a9\u0646\u0647\u060c \u062e\u0644\u0627\u0635\u0647 \u06a9\u0646\u0647 \u0648 \u067e\u0627\u0633\u062e \u0628\u062f\u0647 \u2013 \u0628\u0627 \u0627\u062f\u063a\u0627\u0645 LLM \u0645\u062d\u0644\u06cc!<\/li>\n<li>\u0644\u06cc\u0646\u06a9:\u00a0<a href=\"https:\/\/python.langchain.com\/\">python.langchain.com<\/a><\/li>\n<\/ul>\n<h4>\ud83d\udc65 CrewAI: \u062a\u06cc\u0645\u200c\u0633\u0627\u0632\u06cc AI \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647!<\/h4>\n<p>CrewAI \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0686\u0646\u062f\u0639\u0627\u0645\u0644\u06cc \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u0647 \u2013 \u0639\u0627\u0645\u0644\u200c\u0647\u0627 \u0646\u0642\u0634\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062f\u0627\u0631\u0646 \u0648 \u0628\u0627 \u0647\u0645 \u0647\u0645\u06a9\u0627\u0631\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646.<\/p>\n<ul>\n<li><strong>\u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc:<\/strong>\u00a0\u0627\u0648\u0631\u06a9\u0633\u062a\u0631\u0627\u0633\u06cc\u0648\u0646 \u0639\u0627\u0645\u0644\u200c\u0647\u0627\u061b \u0627\u062f\u063a\u0627\u0645 \u0622\u0633\u0627\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u061b UI \u0645\u062f\u06cc\u0631\u06cc\u062a\u061b \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 cloud\/local.<\/li>\n<li><strong>\u0645\u0632\u0627\u06cc\u0627:<\/strong>\u00a0\u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u062a\u06cc\u0645\u06cc (\u0645\u062b\u0644 \u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628\u06cc \u06cc\u0627 HR)\u061b \u0627\u0633\u062a\u0641\u0627\u062f\u0647\u200c\u0634\u062f\u0647 \u062f\u0631 \u06f6\u06f0% \u0634\u0631\u06a9\u062a\u200c\u0647\u0627\u06cc Fortune 500.<\/li>\n<li><strong>\u0645\u0639\u0627\u06cc\u0628:<\/strong>\u00a0\u06a9\u0645\u062a\u0631 customizable \u0646\u0633\u0628\u062a \u0628\u0647 LangChain.<\/li>\n<li><strong>\u0645\u062b\u0627\u0644:<\/strong>\u00a0\u06cc\u06a9 \u062a\u06cc\u0645 AI \u0628\u0631\u0627\u06cc \u062a\u062d\u0642\u06cc\u0642 \u0628\u0627\u0632\u0627\u0631: \u06cc\u06a9 \u0639\u0627\u0645\u0644 \u062c\u0633\u062a\u062c\u0648 \u06a9\u0646\u0647\u060c \u062f\u06cc\u06af\u0631\u06cc \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u0647!<\/li>\n<li>\u0644\u06cc\u0646\u06a9:\u00a0<a href=\"https:\/\/www.crewai.com\/\">crewai.com<\/a><\/li>\n<\/ul>\n<p><strong>\u0645\u0642\u0627\u06cc\u0633\u0647:<\/strong>\u00a0LangChain \u0628\u0631\u0627\u06cc \u0627\u067e\u200c\u0647\u0627\u06cc \u0639\u0645\u0648\u0645\u06cc \u0648 \u0633\u0641\u0627\u0631\u0634\u06cc \u0628\u0647\u062a\u0631\u0647\u060c \u0627\u0645\u0627 CrewAI \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u0645\u0634\u0627\u0631\u06a9\u062a\u06cc \u0633\u0631\u06cc\u0639\u200c\u062a\u0631\u0647. \u0647\u0631 \u062f\u0648 \u0628\u0627 LLM\u0647\u0627\u06cc \u062e\u0648\u062f\u0645\u06cc\u0632\u0628\u0627\u0646 \u0627\u062f\u063a\u0627\u0645 \u0645\u06cc\u200c\u0634\u0646!<\/p>\n<p>&nbsp;<\/p>\n<h4>\ud83c\udf0c \u0646\u062a\u06cc\u062c\u0647\u200c\u06af\u06cc\u0631\u06cc!<\/h4>\n<p>\u062f\u0631 \u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc\u060c \u062f\u0648 \u0645\u0633\u06cc\u0631 \u0631\u0648\u0634\u0646 \u062f\u0627\u0631\u06cc\u0645: \u062e\u0648\u062f\u0645\u06cc\u0632\u0628\u0627\u0646\u200c\u0633\u0627\u0632\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0646\u062a\u0631\u0644 \u0648 \u0633\u0641\u0627\u0631\u0634\u06cc\u200c\u0633\u0627\u0632\u06cc \u0639\u0645\u06cc\u0642\u060c \u0648 API\u0647\u0627\u06cc \u0627\u0628\u0631\u06cc \u0628\u0631\u0627\u06cc \u0686\u0627\u0628\u06a9\u06cc \u0648 \u0645\u0642\u06cc\u0627\u0633 \u0633\u0631\u06cc\u0639. \u0627\u0646\u062a\u062e\u0627\u0628 \u0628\u0647 \u062d\u0633\u0627\u0633\u06cc\u062a \u062f\u0627\u062f\u0647\u060c \u0633\u0631\u0639\u062a \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc\u060c \u0627\u0644\u06af\u0648\u06cc \u0628\u0627\u0631 \u0648 \u0628\u0648\u062f\u062c\u0647 \u0628\u0633\u062a\u06af\u06cc \u062f\u0627\u0631\u062f.<\/p>\n<ul>\n<li>\u062e\u0648\u062f\u0645\u06cc\u0632\u0628\u0627\u0646\u200c\u0633\u0627\u0632\u06cc: \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u0648 \u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642 \u0628\u0647\u062a\u0631\u060c \u0647\u0632\u06cc\u0646\u0647 \u0628\u0647\u06cc\u0646\u0647 \u062f\u0631 \u0628\u0627\u0631 \u067e\u0627\u06cc\u062f\u0627\u0631\u061b \u0627\u0645\u0627 \u0646\u06cc\u0627\u0632\u0645\u0646\u062f GPU\u060c \u0639\u0645\u0644\u06cc\u0627\u062a \u0648 \u0646\u06af\u0647\u200c\u062f\u0627\u0631\u06cc.<\/li>\n<li>API\u0647\u0627\u06cc \u0627\u0628\u0631\u06cc: \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0647\u200c\u0631\u0648\u0632\u060c SLA \u0648 \u0645\u0642\u06cc\u0627\u0633 \u0622\u0646\u06cc\u061b \u0627\u0645\u0627 \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0645\u062a\u0631 \u0631\u0648\u06cc \u062c\u0632\u0626\u06cc\u0627\u062a \u0648 \u0647\u0632\u06cc\u0646\u0647 \u0628\u0647\u200c\u0627\u0632\u0627\u06cc \u0645\u0635\u0631\u0641.<\/li>\n<\/ul>\n<p>\u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0639\u0645\u0644\u06cc (\u06a9\u0648\u062a\u0627\u0647):<\/p>\n<ul>\n<li>\u062a\u0631\u06a9\u06cc\u0628 \u0647\u0648\u0634\u0645\u0646\u062f\u0627\u0646\u0647: \u062f\u0627\u062f\u0647 \u062d\u0633\u0627\u0633 \u062f\u0627\u062e\u0644\u060c \u062a\u0631\u0627\u0641\u06cc\u06a9 \u0639\u0645\u0648\u0645\u06cc \u0627\u0632 API.<\/li>\n<li>\u062a\u0648\u0633\u0639\u0647 \u0648 \u062a\u0633\u062a \u0645\u062d\u0644\u06cc \u0628\u0627 Ollama\/OpenLLM\u061b \u062a\u0648\u0644\u06cc\u062f \u0628\u0627 vLLM\/TGI \u06cc\u0627 \u06cc\u06a9 API \u0645\u0637\u0645\u0626\u0646.<\/li>\n<li>\u0631\u0648\u062a\u06cc\u0646\u06af \u0648 \u0641\u0627\u0644\u0628\u06a9\u060c \u0628\u0647\u200c\u0647\u0645\u0631\u0627\u0647 \u0645\u0627\u0646\u06cc\u062a\u0648\u0631\u06cc\u0646\u06af \u0648 \u0644\u0627\u06af\u06cc\u0646\u06af.<\/li>\n<\/ul>\n<p>\u06a9\u0648\u0686\u06a9 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f\u060c \u0639\u062f\u062f\u0647\u0627 \u0631\u0627 \u0628\u0633\u0646\u062c\u06cc\u062f\u060c \u0648 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u062a\u06cc\u0645\u200c\u062a\u0627\u0646 \u062a\u0635\u0645\u06cc\u0645 \u0628\u06af\u06cc\u0631\u06cc\u062f. \u0647\u0645\u06cc\u0646 \u0627\u0645\u0631\u0648\u0632 \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u0633\u0627\u062f\u0647 \u0628\u0633\u0627\u0632\u06cc\u062f \u0648 \u0645\u0633\u06cc\u0631 \u0628\u0647\u06cc\u0646\u0647 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u062f.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\ude80\ud83e\udd16 \u0642\u062f\u0631\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u062f\u0633\u062a\u0627\u0646 \u0634\u0645\u0627 \u0628\u0627 \u062e\u0648\u062f\u0645\u06cc\u0632\u0628\u0627\u0646\u200c\u0633\u0627\u0632\u06cc ! \u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f \u06cc\u06a9 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0645\u062b\u0644 Llama 3 \u06cc\u0627 Mistral \u0631\u0648 \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u062e\u0648\u062f\u062a\u0648\u0646&#8230;<\/p>\n","protected":false},"author":5,"featured_media":1043,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_themeisle_gutenberg_block_has_review":false,"footnotes":""},"categories":[2,5],"tags":[],"class_list":["post-319","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-2","category-5"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.0 (Yoast SEO v26.0) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0636\u0631\u0648\u0631\u06cc \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc AI \u0648 LLM \u2013 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 - \u0648\u0628\u0644\u0627\u06af \u0647\u0648\u0634\u200c\u06cc\u0627\u063124<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/houshyar24.ir\/blog\/\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc-\u0636\u0631\u0648\u0631\u06cc-\u0628\u0631\u0627\u06cc-\u062a\u0648\u0633\u0639\u0647-\u0628\u0631\u0646\u0627\u0645\u0647\u0647\u0627\u06cc\/\" \/>\n<meta property=\"og:locale\" content=\"fa_IR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0636\u0631\u0648\u0631\u06cc \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc AI \u0648 LLM \u2013 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646\" \/>\n<meta property=\"og:description\" content=\"\ud83d\ude80\ud83e\udd16 \u0642\u062f\u0631\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u062f\u0633\u062a\u0627\u0646 \u0634\u0645\u0627 \u0628\u0627 \u062e\u0648\u062f\u0645\u06cc\u0632\u0628\u0627\u0646\u200c\u0633\u0627\u0632\u06cc ! \u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f \u06cc\u06a9 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0645\u062b\u0644 Llama 3 \u06cc\u0627 Mistral \u0631\u0648 \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u062e\u0648\u062f\u062a\u0648\u0646...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/houshyar24.ir\/blog\/\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc-\u0636\u0631\u0648\u0631\u06cc-\u0628\u0631\u0627\u06cc-\u062a\u0648\u0633\u0639\u0647-\u0628\u0631\u0646\u0627\u0645\u0647\u0647\u0627\u06cc\/\" \/>\n<meta property=\"og:site_name\" content=\"\u0648\u0628\u0644\u0627\u06af \u0647\u0648\u0634\u200c\u06cc\u0627\u063124\" \/>\n<meta property=\"article:published_time\" content=\"2025-09-03T13:30:02+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-11-29T13:13:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/houshyar24.ir\/blog\/wp-content\/uploads\/2025\/09\/2dc91578-f188-4501-b42d-d258806ad756.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1536\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"\u0641\u0627\u0626\u0632\u0647 \u0639\u0628\u062f\u0644\u06cc \u0646\u0698\u0627\u062f\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0646\u0648\u0634\u062a\u0647\u200c\u0634\u062f\u0647 \u0628\u062f\u0633\u062a\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u0641\u0627\u0626\u0632\u0647 \u0639\u0628\u062f\u0644\u06cc \u0646\u0698\u0627\u062f\" \/>\n\t<meta name=\"twitter:label2\" 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:data2\" content=\"9 \u062f\u0642\u06cc\u0642\u0647\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/houshyar24.ir\/blog\/%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-%d8%b6%d8%b1%d9%88%d8%b1%db%8c-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d9%88%d8%b3%d8%b9%d9%87-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%87%d8%a7%db%8c\/\",\"url\":\"https:\/\/houshyar24.ir\/blog\/%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-%d8%b6%d8%b1%d9%88%d8%b1%db%8c-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d9%88%d8%b3%d8%b9%d9%87-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%87%d8%a7%db%8c\/\",\"name\":\"\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0636\u0631\u0648\u0631\u06cc \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc AI \u0648 LLM \u2013 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 - \u0648\u0628\u0644\u0627\u06af \u0647\u0648\u0634\u200c\u06cc\u0627\u063124\",\"isPartOf\":{\"@id\":\"https:\/\/houshyar24.ir\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/houshyar24.ir\/blog\/%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-%d8%b6%d8%b1%d9%88%d8%b1%db%8c-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d9%88%d8%b3%d8%b9%d9%87-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%87%d8%a7%db%8c\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/houshyar24.ir\/blog\/%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-%d8%b6%d8%b1%d9%88%d8%b1%db%8c-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d9%88%d8%b3%d8%b9%d9%87-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%87%d8%a7%db%8c\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/houshyar24.ir\/blog\/wp-content\/uploads\/2025\/09\/2dc91578-f188-4501-b42d-d258806ad756.png\",\"datePublished\":\"2025-09-03T13:30:02+00:00\",\"dateModified\":\"2025-11-29T13:13:06+00:00\",\"author\":{\"@id\":\"https:\/\/houshyar24.ir\/blog\/#\/schema\/person\/5136eb5d0fe45d207dbfbf8f24ae5217\"},\"breadcrumb\":{\"@id\":\"https:\/\/houshyar24.ir\/blog\/%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-%d8%b6%d8%b1%d9%88%d8%b1%db%8c-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d9%88%d8%b3%d8%b9%d9%87-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%87%d8%a7%db%8c\/#breadcrumb\"},\"inLanguage\":\"fa-IR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/houshyar24.ir\/blog\/%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-%d8%b6%d8%b1%d9%88%d8%b1%db%8c-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d9%88%d8%b3%d8%b9%d9%87-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%87%d8%a7%db%8c\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fa-IR\",\"@id\":\"https:\/\/houshyar24.ir\/blog\/%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-%d8%b6%d8%b1%d9%88%d8%b1%db%8c-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d9%88%d8%b3%d8%b9%d9%87-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%87%d8%a7%db%8c\/#primaryimage\",\"url\":\"https:\/\/houshyar24.ir\/blog\/wp-content\/uploads\/2025\/09\/2dc91578-f188-4501-b42d-d258806ad756.png\",\"contentUrl\":\"https:\/\/houshyar24.ir\/blog\/wp-content\/uploads\/2025\/09\/2dc91578-f188-4501-b42d-d258806ad756.png\",\"width\":1536,\"height\":1024},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/houshyar24.ir\/blog\/%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-%d8%b6%d8%b1%d9%88%d8%b1%db%8c-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d9%88%d8%b3%d8%b9%d9%87-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%87%d8%a7%db%8c\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u062e\u0627\u0646\u0647\",\"item\":\"https:\/\/houshyar24.ir\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0636\u0631\u0648\u0631\u06cc \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc AI \u0648 LLM \u2013 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/houshyar24.ir\/blog\/#website\",\"url\":\"https:\/\/houshyar24.ir\/blog\/\",\"name\":\"\u0648\u0628\u0644\u0627\u06af \u0647\u0648\u0634\u200c\u06cc\u0627\u063124\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/houshyar24.ir\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fa-IR\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/houshyar24.ir\/blog\/#\/schema\/person\/5136eb5d0fe45d207dbfbf8f24ae5217\",\"name\":\"\u0641\u0627\u0626\u0632\u0647 \u0639\u0628\u062f\u0644\u06cc \u0646\u0698\u0627\u062f\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fa-IR\",\"@id\":\"https:\/\/houshyar24.ir\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/bbaebbb93cd807693dd89d77e905119940677df168b33f59e6b15c153249fac1?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/bbaebbb93cd807693dd89d77e905119940677df168b33f59e6b15c153249fac1?s=96&d=mm&r=g\",\"caption\":\"\u0641\u0627\u0626\u0632\u0647 \u0639\u0628\u062f\u0644\u06cc \u0646\u0698\u0627\u062f\"},\"url\":\"https:\/\/houshyar24.ir\/blog\/author\/faeze\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0636\u0631\u0648\u0631\u06cc \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc AI \u0648 LLM \u2013 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 - \u0648\u0628\u0644\u0627\u06af \u0647\u0648\u0634\u200c\u06cc\u0627\u063124","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/houshyar24.ir\/blog\/\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc-\u0636\u0631\u0648\u0631\u06cc-\u0628\u0631\u0627\u06cc-\u062a\u0648\u0633\u0639\u0647-\u0628\u0631\u0646\u0627\u0645\u0647\u0647\u0627\u06cc\/","og_locale":"fa_IR","og_type":"article","og_title":"\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0636\u0631\u0648\u0631\u06cc \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc AI \u0648 LLM \u2013 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646","og_description":"\ud83d\ude80\ud83e\udd16 \u0642\u062f\u0631\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u062f\u0633\u062a\u0627\u0646 \u0634\u0645\u0627 \u0628\u0627 \u062e\u0648\u062f\u0645\u06cc\u0632\u0628\u0627\u0646\u200c\u0633\u0627\u0632\u06cc ! \u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f \u06cc\u06a9 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0645\u062b\u0644 Llama 3 \u06cc\u0627 Mistral \u0631\u0648 \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u062e\u0648\u062f\u062a\u0648\u0646...","og_url":"https:\/\/houshyar24.ir\/blog\/\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc-\u0636\u0631\u0648\u0631\u06cc-\u0628\u0631\u0627\u06cc-\u062a\u0648\u0633\u0639\u0647-\u0628\u0631\u0646\u0627\u0645\u0647\u0647\u0627\u06cc\/","og_site_name":"\u0648\u0628\u0644\u0627\u06af \u0647\u0648\u0634\u200c\u06cc\u0627\u063124","article_published_time":"2025-09-03T13:30:02+00:00","article_modified_time":"2025-11-29T13:13:06+00:00","og_image":[{"width":1536,"height":1024,"url":"https:\/\/houshyar24.ir\/blog\/wp-content\/uploads\/2025\/09\/2dc91578-f188-4501-b42d-d258806ad756.png","type":"image\/png"}],"author":"\u0641\u0627\u0626\u0632\u0647 \u0639\u0628\u062f\u0644\u06cc \u0646\u0698\u0627\u062f","twitter_card":"summary_large_image","twitter_misc":{"\u0646\u0648\u0634\u062a\u0647\u200c\u0634\u062f\u0647 \u0628\u062f\u0633\u062a":"\u0641\u0627\u0626\u0632\u0647 \u0639\u0628\u062f\u0644\u06cc \u0646\u0698\u0627\u062f","\u0632\u0645\u0627\u0646 \u062a\u0642\u0631\u06cc\u0628\u06cc \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646":"9 \u062f\u0642\u06cc\u0642\u0647"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/houshyar24.ir\/blog\/%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-%d8%b6%d8%b1%d9%88%d8%b1%db%8c-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d9%88%d8%b3%d8%b9%d9%87-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%87%d8%a7%db%8c\/","url":"https:\/\/houshyar24.ir\/blog\/%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-%d8%b6%d8%b1%d9%88%d8%b1%db%8c-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d9%88%d8%b3%d8%b9%d9%87-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%87%d8%a7%db%8c\/","name":"\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0636\u0631\u0648\u0631\u06cc \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc AI \u0648 LLM \u2013 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 - \u0648\u0628\u0644\u0627\u06af \u0647\u0648\u0634\u200c\u06cc\u0627\u063124","isPartOf":{"@id":"https:\/\/houshyar24.ir\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/houshyar24.ir\/blog\/%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-%d8%b6%d8%b1%d9%88%d8%b1%db%8c-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d9%88%d8%b3%d8%b9%d9%87-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%87%d8%a7%db%8c\/#primaryimage"},"image":{"@id":"https:\/\/houshyar24.ir\/blog\/%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-%d8%b6%d8%b1%d9%88%d8%b1%db%8c-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d9%88%d8%b3%d8%b9%d9%87-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%87%d8%a7%db%8c\/#primaryimage"},"thumbnailUrl":"https:\/\/houshyar24.ir\/blog\/wp-content\/uploads\/2025\/09\/2dc91578-f188-4501-b42d-d258806ad756.png","datePublished":"2025-09-03T13:30:02+00:00","dateModified":"2025-11-29T13:13:06+00:00","author":{"@id":"https:\/\/houshyar24.ir\/blog\/#\/schema\/person\/5136eb5d0fe45d207dbfbf8f24ae5217"},"breadcrumb":{"@id":"https:\/\/houshyar24.ir\/blog\/%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-%d8%b6%d8%b1%d9%88%d8%b1%db%8c-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d9%88%d8%b3%d8%b9%d9%87-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%87%d8%a7%db%8c\/#breadcrumb"},"inLanguage":"fa-IR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/houshyar24.ir\/blog\/%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-%d8%b6%d8%b1%d9%88%d8%b1%db%8c-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d9%88%d8%b3%d8%b9%d9%87-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%87%d8%a7%db%8c\/"]}]},{"@type":"ImageObject","inLanguage":"fa-IR","@id":"https:\/\/houshyar24.ir\/blog\/%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-%d8%b6%d8%b1%d9%88%d8%b1%db%8c-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d9%88%d8%b3%d8%b9%d9%87-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%87%d8%a7%db%8c\/#primaryimage","url":"https:\/\/houshyar24.ir\/blog\/wp-content\/uploads\/2025\/09\/2dc91578-f188-4501-b42d-d258806ad756.png","contentUrl":"https:\/\/houshyar24.ir\/blog\/wp-content\/uploads\/2025\/09\/2dc91578-f188-4501-b42d-d258806ad756.png","width":1536,"height":1024},{"@type":"BreadcrumbList","@id":"https:\/\/houshyar24.ir\/blog\/%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-%d8%b6%d8%b1%d9%88%d8%b1%db%8c-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d9%88%d8%b3%d8%b9%d9%87-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%87%d8%a7%db%8c\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u062e\u0627\u0646\u0647","item":"https:\/\/houshyar24.ir\/blog\/"},{"@type":"ListItem","position":2,"name":"\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0636\u0631\u0648\u0631\u06cc \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc AI \u0648 LLM \u2013 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646"}]},{"@type":"WebSite","@id":"https:\/\/houshyar24.ir\/blog\/#website","url":"https:\/\/houshyar24.ir\/blog\/","name":"\u0648\u0628\u0644\u0627\u06af \u0647\u0648\u0634\u200c\u06cc\u0627\u063124","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/houshyar24.ir\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fa-IR"},{"@type":"Person","@id":"https:\/\/houshyar24.ir\/blog\/#\/schema\/person\/5136eb5d0fe45d207dbfbf8f24ae5217","name":"\u0641\u0627\u0626\u0632\u0647 \u0639\u0628\u062f\u0644\u06cc \u0646\u0698\u0627\u062f","image":{"@type":"ImageObject","inLanguage":"fa-IR","@id":"https:\/\/houshyar24.ir\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/bbaebbb93cd807693dd89d77e905119940677df168b33f59e6b15c153249fac1?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/bbaebbb93cd807693dd89d77e905119940677df168b33f59e6b15c153249fac1?s=96&d=mm&r=g","caption":"\u0641\u0627\u0626\u0632\u0647 \u0639\u0628\u062f\u0644\u06cc \u0646\u0698\u0627\u062f"},"url":"https:\/\/houshyar24.ir\/blog\/author\/faeze\/"}]}},"_links":{"self":[{"href":"https:\/\/houshyar24.ir\/blog\/wp-json\/wp\/v2\/posts\/319","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/houshyar24.ir\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/houshyar24.ir\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/houshyar24.ir\/blog\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/houshyar24.ir\/blog\/wp-json\/wp\/v2\/comments?post=319"}],"version-history":[{"count":1,"href":"https:\/\/houshyar24.ir\/blog\/wp-json\/wp\/v2\/posts\/319\/revisions"}],"predecessor-version":[{"id":1046,"href":"https:\/\/houshyar24.ir\/blog\/wp-json\/wp\/v2\/posts\/319\/revisions\/1046"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/houshyar24.ir\/blog\/wp-json\/wp\/v2\/media\/1043"}],"wp:attachment":[{"href":"https:\/\/houshyar24.ir\/blog\/wp-json\/wp\/v2\/media?parent=319"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/houshyar24.ir\/blog\/wp-json\/wp\/v2\/categories?post=319"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/houshyar24.ir\/blog\/wp-json\/wp\/v2\/tags?post=319"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}