{"id":3164,"date":"2025-09-30T12:07:59","date_gmt":"2025-09-30T12:07:59","guid":{"rendered":"https:\/\/puretechnologies.digital\/?p=3164"},"modified":"2025-09-30T12:07:59","modified_gmt":"2025-09-30T12:07:59","slug":"a-guide-for-creating-a-telegram-bot-using-local-llm","status":"publish","type":"post","link":"https:\/\/puretechnologies.digital\/bg\/a-guide-for-creating-a-telegram-bot-using-local-llm\/","title":{"rendered":"\u0420\u044a\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u043e \u0437\u0430 \u0441\u044a\u0437\u0434\u0430\u0432\u0430\u043d\u0435 \u043d\u0430 Telegram \u0431\u043e\u0442 \u0441 \u043f\u043e\u043c\u043e\u0449\u0442\u0430 \u043d\u0430 \u043b\u043e\u043a\u0430\u043b\u0435\u043d LLM\u00a0"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><strong>\u0426\u0435\u043b:<\/strong> \u0422\u043e\u0432\u0430 \u0440\u044a\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u043e \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u044f \u0441\u0442\u044a\u043f\u043a\u0430 \u043f\u043e \u0441\u0442\u044a\u043f\u043a\u0430 \u043f\u0440\u0435\u0433\u043b\u0435\u0434 \u043d\u0430 \u0442\u043e\u0432\u0430 \u043a\u0430\u043a \u0434\u0430 \u0438\u0437\u0433\u0440\u0430\u0434\u0438\u0442\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u0435\u043d \u0447\u0430\u0442\u0431\u043e\u0442 \u0432 Telegram, \u043a\u043e\u0439\u0442\u043e \u0440\u0430\u0431\u043e\u0442\u0438 \u043d\u0430 \u0432\u0430\u0448\u0438\u044f \u043a\u043e\u043c\u043f\u044e\u0442\u044a\u0440, \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u0439\u043a\u0438 \u0431\u0435\u0437\u043f\u043b\u0430\u0442\u0435\u043d, \u043b\u043e\u043a\u0430\u043b\u043d\u043e \u0445\u043e\u0441\u0442\u0432\u0430\u043d Large Language Model (LLM).<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0421\u0442\u044a\u043f\u043a\u0430 1: \u0421\u044a\u0437\u0434\u0430\u0432\u0430\u043d\u0435 \u043d\u0430 \u0422\u0435\u043b\u0435\u0433\u0440\u0430\u043c \u0411\u043e\u0442<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"251\" height=\"293\" src=\"https:\/\/puretechnologies.digital\/wp-content\/uploads\/2025\/09\/image.png\" alt=\"\" class=\"wp-image-3165\" style=\"width:207px;height:auto\" srcset=\"https:\/\/puretechnologies.digital\/wp-content\/uploads\/2025\/09\/image.png 251w, https:\/\/puretechnologies.digital\/wp-content\/uploads\/2025\/09\/image-10x12.png 10w\" sizes=\"auto, (max-width: 251px) 100vw, 251px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0420\u0435\u0433\u0438\u0441\u0442\u0440\u0438\u0440\u0430\u0439\u0442\u0435 \u0431\u043e\u0442\u0430 \u0432 Telegram, \u0437\u0430 \u0434\u0430 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u0435 API \u043a\u043b\u044e\u0447, \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u0439\u043a\u0438 <strong>BotFather<\/strong> \u0431\u043e\u0442.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u041d\u0430\u043c\u0435\u0440\u0435\u0442\u0435 BotFather:<\/strong> \u041f\u043e\u0442\u044a\u0440\u0441\u0435\u0442\u0435 @BotFather \u0432 Telegram.<\/li>\n\n\n\n<li><strong>\u0421\u044a\u0437\u0434\u0430\u0439\u0442\u0435 \u0431\u043e\u0442\u0430:<\/strong> \u0418\u0437\u043f\u0440\u0430\u0442\u0435\u0442\u0435 \u043a\u043e\u043c\u0430\u043d\u0434\u0430\u0442\u0430 \/newbot \u0438 \u0441\u043b\u0435\u0434\u0432\u0430\u0439\u0442\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0438\u0442\u0435, \u0437\u0430 \u0434\u0430 \u0437\u0430\u0434\u0430\u0434\u0435\u0442\u0435 \u0438\u043c\u0435 \u0438 \u043f\u043e\u0442\u0440\u0435\u0431\u0438\u0442\u0435\u043b\u0441\u043a\u043e \u0438\u043c\u0435.<\/li>\n\n\n\n<li><strong>\u041f\u043e\u043b\u0443\u0447\u0435\u0442\u0435 API \u0442\u043e\u043a\u0435\u043d:<\/strong> BotFather \u0449\u0435 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u0438 \u0442\u043e\u043a\u0435\u043d. \u0422\u043e\u0437\u0438 \u043a\u043b\u044e\u0447 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0432\u0430 \u043d\u0430 \u0432\u0430\u0448\u0438\u044f Python \u0441\u043a\u0440\u0438\u043f\u0442 \u0434\u0430 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u0438\u0440\u0430 \u0431\u043e\u0442\u0430.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u0421\u0442\u044a\u043f\u043a\u0430 2: \u041d\u0430\u0441\u0442\u0440\u043e\u0439\u0442\u0435 \u041b\u043e\u043a\u0430\u043b\u0435\u043d AI (Ollama)<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"210\" height=\"210\" src=\"https:\/\/puretechnologies.digital\/wp-content\/uploads\/2025\/09\/image-1.png\" alt=\"\" class=\"wp-image-3166\" style=\"width:170px;height:auto\" srcset=\"https:\/\/puretechnologies.digital\/wp-content\/uploads\/2025\/09\/image-1.png 210w, https:\/\/puretechnologies.digital\/wp-content\/uploads\/2025\/09\/image-1-150x150.png 150w, https:\/\/puretechnologies.digital\/wp-content\/uploads\/2025\/09\/image-1-12x12.png 12w\" sizes=\"auto, (max-width: 210px) 100vw, 210px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0418\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u0439\u0442\u0435 <strong>Ollama<\/strong> \u0434\u0430 \u0441\u0442\u0430\u0440\u0442\u0438\u0440\u0430\u0442\u0435 AI \u043c\u043e\u0434\u0435\u043b\u0438 \u043b\u043e\u043a\u0430\u043b\u043d\u043e \u0431\u0435\u0437\u043f\u043b\u0430\u0442\u043d\u043e. \u0422\u043e\u0439 \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u0432\u0430 \u0438\u0437\u0442\u0435\u0433\u043b\u044f\u043d\u0435\u0442\u043e \u0438 \u0441\u0442\u0430\u0440\u0442\u0438\u0440\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u043c\u043e\u0434\u0435\u043b\u0438\u0442\u0435.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u0418\u043d\u0441\u0442\u0430\u043b\u0438\u0440\u0430\u0439\u0442\u0435 Ollama:<\/strong> \u0418\u0437\u0442\u0435\u0433\u043b\u0435\u0442\u0435 \u0438 \u0438\u043d\u0441\u0442\u0430\u043b\u0438\u0440\u0430\u0439\u0442\u0435 Ollama \u0437\u0430 \u0432\u0430\u0448\u0430\u0442\u0430 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0430. \u0422\u044f \u0440\u0430\u0431\u043e\u0442\u0438 \u043a\u0430\u0442\u043e \u0444\u043e\u043d\u043e\u0432\u0430 \u0443\u0441\u043b\u0443\u0433\u0430.<\/li>\n\n\n\n<li><strong>\u0418\u0437\u0442\u0435\u0433\u043b\u0435\u0442\u0435 \u041c\u043e\u0434\u0435\u043b:<\/strong> \u0418\u0437\u0431\u0435\u0440\u0435\u0442\u0435 \u043c\u043e\u0434\u0435\u043b \u0432\u044a\u0437 \u043e\u0441\u043d\u043e\u0432\u0430 \u043d\u0430 \u0432\u0430\u0448\u0438\u0442\u0435 \u043d\u0443\u0436\u0434\u0438 \u043e\u0442 \u0441\u043a\u043e\u0440\u043e\u0441\u0442 \u0441\u043f\u0440\u044f\u043c\u043e \u0438\u043d\u0442\u0435\u043b\u0438\u0433\u0435\u043d\u0442\u043d\u043e\u0441\u0442 \u0438 \u0433\u043e \u0438\u0437\u0442\u0435\u0433\u043b\u0435\u0442\u0435 \u043f\u0440\u0435\u0437 \u0442\u0435\u0440\u043c\u0438\u043d\u0430\u043b\u0430.<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u041c\u0430\u043b\u043a\u0438 \u041c\u043e\u0434\u0435\u043b\u0438  (e.g., phi, gemma:2b):<\/strong> \u041f\u043e-\u0431\u044a\u0440\u0437, \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430 \u043f\u043e-\u043c\u0430\u043b\u043a\u043e \u043f\u0430\u043c\u0435\u0442. \u041f\u043e\u0434\u0445\u043e\u0434\u044f\u0449 \u0437\u0430 \u043f\u0440\u0438\u043e\u0440\u0438\u0442\u0438\u0437\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u0442\u0430.<\/li>\n\n\n\n<li><strong>\u0413\u043e\u043b\u0435\u043c\u0438 \u041c\u043e\u0434\u0435\u043b\u0438 (e.g., mistral, gemma:7b):<\/strong> \u041f\u043e-\u0443\u043c\u0435\u043d, \u043d\u043e \u043c\u043d\u043e\u0433\u043e \u043f\u043e-\u0431\u0430\u0432\u0435\u043d \u0431\u0435\u0437 \u0433\u0440\u0430\u0444\u0438\u0447\u0435\u043d \u043f\u0440\u043e\u0446\u0435\u0441\u043e\u0440.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0418\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u0439\u0442\u0435 \u0442\u0430\u0437\u0438 \u043a\u043e\u043c\u0430\u043d\u0434\u0430, \u0437\u0430 \u0434\u0430 \u0438\u0437\u0442\u0435\u0433\u043b\u0438\u0442\u0435 \u041c\u043e\u0434\u0435\u043b:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>ollama pull &lt;model_name><\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">     3. <strong>\u0412\u0435\u0440\u0438\u0444\u0438\u0446\u0438\u0440\u0430\u0439\u0442\u0435 \u0438\u043d\u0441\u0442\u0430\u043b\u0430\u0446\u0438\u044f\u0442\u0430:<\/strong> \u0412\u0438\u0436\u0442\u0435 \u0432\u0441\u0438\u0447\u043a\u0438 \u043b\u043e\u043a\u0430\u043b\u043d\u0438 \u043c\u043e\u0434\u0435\u043b\u0438 \u0441 \u0442\u0430\u0437\u0438 \u043a\u043e\u043c\u0430\u043d\u0434\u0430:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>ollama list<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u0423\u0441\u043b\u0443\u0433\u0430\u0442\u0430 Ollama \u0440\u0430\u0431\u043e\u0442\u0438 \u0432\u044a\u0432 \u0444\u043e\u043d\u043e\u0432 \u0440\u0435\u0436\u0438\u043c, \u043a\u043e\u0435\u0442\u043e \u043f\u0440\u0430\u0432\u0438 \u043c\u043e\u0434\u0435\u043b\u0430 \u0434\u043e\u0441\u0442\u044a\u043f\u0435\u043d \u0437\u0430 \u0432\u0430\u0448\u0438\u044f \u0441\u043a\u0440\u0438\u043f\u0442.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0421\u0442\u044a\u043f\u043a\u0430 3: Python \u0421\u043a\u0440\u0438\u043f\u0442<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"163\" height=\"163\" src=\"https:\/\/puretechnologies.digital\/wp-content\/uploads\/2025\/09\/image-2.png\" alt=\"\" class=\"wp-image-3167\" style=\"width:162px;height:auto\" srcset=\"https:\/\/puretechnologies.digital\/wp-content\/uploads\/2025\/09\/image-2.png 163w, https:\/\/puretechnologies.digital\/wp-content\/uploads\/2025\/09\/image-2-150x150.png 150w, https:\/\/puretechnologies.digital\/wp-content\/uploads\/2025\/09\/image-2-12x12.png 12w\" sizes=\"auto, (max-width: 163px) 100vw, 163px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Python \u0441\u043a\u0440\u0438\u043f\u0442\u044a\u0442 \u0441\u0432\u044a\u0440\u0437\u0432\u0430 Telegram \u0431\u043e\u0442\u0430 \u0441 \u0438\u0437\u043a\u0443\u0441\u0442\u0432\u0435\u043d\u0438\u044f \u0438\u043d\u0442\u0435\u043b\u0435\u043a\u0442 Ollama.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u041e\u0441\u043d\u043e\u0432\u043d\u0430 \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u043d\u043e\u0441\u0442:<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u0421\u043f\u0435\u0446\u0438\u0444\u0438\u043a\u0438 \u043d\u0430 \u0411\u043e\u0442\u0430 (System Prompt):<\/strong> \u041f\u0440\u043e\u043c\u0435\u043d\u043b\u0438\u0432\u0430 \u201csystem prompt\u201d \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f \u043b\u0438\u0447\u043d\u043e\u0441\u0442\u0442\u0430 \u0438 \u043f\u0440\u0430\u0432\u0438\u043b\u0430\u0442\u0430 \u043d\u0430 \u0431\u043e\u0442\u0430. \u0418\u0437\u043a\u0443\u0441\u0442\u0432\u0435\u043d\u0438\u044f\u0442 \u0438\u043d\u0442\u0435\u043b\u0435\u043a\u0442 \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430 \u0442\u043e\u0432\u0430, \u0437\u0430 \u0434\u0430 \u043d\u0430\u0441\u043e\u0447\u0432\u0430 \u0432\u0441\u0438\u0447\u043a\u0438 \u0441\u0432\u043e\u0438 \u043e\u0442\u0433\u043e\u0432\u043e\u0440\u0438.<\/li>\n<\/ol>\n\n\n\n<pre class=\"wp-block-code\"><code># Example system prompt\n\tsystem_prompt = \"\"\"\n    \t\tYou are a helpful AI assistant.\n   \t\tKeep answers friendly and concise.\n    \t\t\"\"\"\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">      2. <strong>\u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043d\u0430 \u0441\u044a\u043e\u0431\u0449\u0435\u043d\u0438\u044f:<\/strong> \u0424\u0443\u043d\u043a\u0446\u0438\u044f \u0441\u0435 \u0437\u0430\u0434\u0435\u0439\u0441\u0442\u0432\u0430, \u043a\u043e\u0433\u0430\u0442\u043e \u043f\u043e\u0442\u0440\u0435\u0431\u0438\u0442\u0435\u043b \u0438\u0437\u043f\u0440\u0430\u0442\u0438 \u0441\u044a\u043e\u0431\u0449\u0435\u043d\u0438\u0435.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">      3. <strong>\u041a\u043e\u043c\u0443\u043d\u0438\u043a\u0430\u0446\u0438\u044f \u0441 Ollama:<\/strong> \u0422\u0430\u0437\u0438 \u0444\u0443\u043d\u043a\u0446\u0438\u044f \u0438\u0437\u043f\u0440\u0430\u0449\u0430 \u043f\u043e\u0442\u0440\u0435\u0431\u0438\u0442\u0435\u043b\u0441\u043a\u043e\u0442\u043e \u0441\u044a\u043e\u0431\u0449\u0435\u043d\u0438\u0435 \u0438 \u0438\u0441\u0442\u043e\u0440\u0438\u044f\u0442\u0430 \u043d\u0430 \u0447\u0430\u0442\u0430 \u0434\u043e \u043b\u043e\u043a\u0430\u043b\u043d\u0430\u0442\u0430 \u0443\u0441\u043b\u0443\u0433\u0430 Ollama, \u0437\u0430 \u0434\u0430 \u043f\u043e\u043b\u0443\u0447\u0438 \u043e\u0442\u0433\u043e\u0432\u043e\u0440.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># import ollama\n\tresponse = ollama.chat(\n\t    model=\"your_chosen_model_name\",\n\t    messages=conversation_history\n\t)\n\tai_response = response&#91;'message']&#91;'content'].strip()\n\n   4. Implementing Memory (Database): The bot saves chat history to a local SQLite database file for permanent memory. It reads the history before a request and saves the updated history after a response.\n<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u0421\u0442\u044a\u043f\u043a\u0430 4: \u0421\u0442\u0430\u0440\u0442\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0411\u043e\u0442\u0430<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0421\u0442\u0430\u0440\u0442\u0438\u0440\u0430\u0439\u0442\u0435 \u043e\u0441\u043d\u043e\u0432\u043d\u0438\u044f Python \u0441\u043a\u0440\u0438\u043f\u0442 \u043e\u0442 \u0432\u0430\u0448\u0438\u044f \u0442\u0435\u0440\u043c\u0438\u043d\u0430\u043b, \u0437\u0430 \u0434\u0430 \u0441\u0442\u0430\u0440\u0442\u0438\u0440\u0430\u0442\u0435 \u0431\u043e\u0442\u0430.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>python main.py<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u0421\u043a\u0440\u0438\u043f\u0442\u044a\u0442 \u0449\u0435 \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430 \u0437\u0430 \u043d\u043e\u0432\u0438 \u0441\u044a\u043e\u0431\u0449\u0435\u043d\u0438\u044f \u0438 \u0431\u043e\u0442\u044a\u0442 \u0449\u0435 \u0431\u044a\u0434\u0435 \u0430\u043a\u0442\u0438\u0432\u0435\u043d.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0421\u0442\u044a\u043f\u043a\u0430 5: \u0417\u0430\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u043d\u0438 \u0441\u044a\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0420\u0430\u0437\u0431\u0438\u0440\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u043a\u043e\u043c\u043f\u0440\u043e\u043c\u0438\u0441\u0438\u0442\u0435 \u043e\u0442 \u043b\u043e\u043a\u0430\u043b\u043d\u043e\u0442\u043e \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u043d\u0435 \u043d\u0430 AI \u0435 \u043a\u043b\u044e\u0447\u043e\u0432\u043e.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"555\" height=\"291\" src=\"https:\/\/puretechnologies.digital\/wp-content\/uploads\/2025\/09\/image-3.png\" alt=\"\" class=\"wp-image-3168\" style=\"width:456px;height:auto\" srcset=\"https:\/\/puretechnologies.digital\/wp-content\/uploads\/2025\/09\/image-3.png 555w, https:\/\/puretechnologies.digital\/wp-content\/uploads\/2025\/09\/image-3-300x157.png 300w, https:\/\/puretechnologies.digital\/wp-content\/uploads\/2025\/09\/image-3-18x9.png 18w\" sizes=\"auto, (max-width: 555px) 100vw, 555px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0421\u043a\u043e\u0440\u043e\u0441\u0442: <\/strong>\u0420\u0430\u0431\u043e\u0442\u0430\u0442\u0430 \u043d\u0430 \u043f\u0440\u043e\u0446\u0435\u0441\u043e\u0440 \u0432\u043c\u0435\u0441\u0442\u043e \u043d\u0430 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0435\u043d \u0433\u0440\u0430\u0444\u0438\u0447\u0435\u043d \u043f\u0440\u043e\u0446\u0435\u0441\u043e\u0440 \u0435 \u043e\u0441\u043d\u043e\u0432\u043d\u0438\u044f\u0442 \u043f\u0440\u043e\u0431\u043b\u0435\u043c. \u0422\u043e\u0432\u0430 \u043f\u0440\u0438\u0447\u0438\u043d\u044f\u0432\u0430 \u0431\u0430\u0432\u043d\u043e \u0432\u0440\u0435\u043c\u0435 \u0437\u0430 \u0440\u0435\u0430\u043a\u0446\u0438\u044f.<\/li>\n\n\n\n<li><strong>\u0418\u043d\u0442\u0435\u043b\u0438\u0433\u0435\u043d\u0442\u043d\u043e\u0441\u0442:<\/strong> \u0421\u044a\u0449\u0435\u0441\u0442\u0432\u0443\u0432\u0430 \u043f\u0440\u044f\u043a \u043a\u043e\u043c\u043f\u0440\u043e\u043c\u0438\u0441 \u043c\u0435\u0436\u0434\u0443 \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u0442\u0430 \u0438 \u0438\u043d\u0442\u0435\u043b\u0438\u0433\u0435\u043d\u0442\u043d\u043e\u0441\u0442\u0442\u0430. \u041f\u043e-\u043c\u0430\u043b\u043a\u0438\u0442\u0435 \u0438 \u043f\u043e-\u0431\u044a\u0440\u0437\u0438 \u043c\u043e\u0434\u0435\u043b\u0438 \u0441\u0430 \u043f\u043e-\u043c\u0430\u043b\u043a\u043e \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u0438 \u0438 \u043f\u043e-\u0441\u043a\u043b\u043e\u043d\u043d\u0438 \u0434\u0430 \u043f\u0440\u0430\u0432\u044f\u0442 \u0433\u0440\u0435\u0448\u043a\u0438 \u0438\u043b\u0438 \u0434\u0430 \u201e\u0445\u0430\u043b\u044e\u0446\u0438\u043d\u0438\u0440\u0430\u0442\u201c.<\/li>\n\n\n\n<li><strong>\u0425\u0430\u0440\u0434\u0443\u0435\u0440:<\/strong> \u041c\u043e\u0434\u0435\u043b\u0438\u0442\u0435 \u0441\u0430 \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0435\u043c\u043a\u0438. \u0422\u0435 \u0438\u0437\u0438\u0441\u043a\u0432\u0430\u0442 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u043d\u0430 RAM \u043f\u0430\u043c\u0435\u0442 \u0438 \u043c\u043e\u0433\u0430\u0442 \u0434\u0430 \u043d\u0430\u0442\u043e\u0432\u0430\u0440\u044f\u0442 \u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u043d\u043e \u043f\u0440\u043e\u0446\u0435\u0441\u043e\u0440\u0430 \u0432\u0438, \u0437\u0430\u0431\u0430\u0432\u044f\u0439\u043a\u0438 \u0446\u0435\u043b\u0438\u044f \u043a\u043e\u043c\u043f\u044e\u0442\u044a\u0440, \u0434\u043e\u043a\u0430\u0442\u043e \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0430\u0442 \u043e\u0442\u0433\u043e\u0432\u043e\u0440.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"399\" height=\"753\" src=\"https:\/\/puretechnologies.digital\/wp-content\/uploads\/2025\/09\/image-4.png\" alt=\"\" class=\"wp-image-3169\" srcset=\"https:\/\/puretechnologies.digital\/wp-content\/uploads\/2025\/09\/image-4.png 399w, https:\/\/puretechnologies.digital\/wp-content\/uploads\/2025\/09\/image-4-159x300.png 159w, https:\/\/puretechnologies.digital\/wp-content\/uploads\/2025\/09\/image-4-6x12.png 6w\" sizes=\"auto, (max-width: 399px) 100vw, 399px\" \/><\/figure>","protected":false},"excerpt":{"rendered":"<p>Objective: This guide provides a step-by-step overview of how to build a functional Telegram chatbot that runs on your own computer, using a free, locally hosted Large Language Model (LLM). Step 1: Create the Telegram Bot Register the bot with Telegram to get an API key using the BotFather bot. Step 2: Set Up the&#8230;<\/p>","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-3164","post","type-post","status-publish","format-standard","hentry","category-uncategorized","nt-post-class","","thumb-none","excerpt-none"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/puretechnologies.digital\/bg\/wp-json\/wp\/v2\/posts\/3164","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/puretechnologies.digital\/bg\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/puretechnologies.digital\/bg\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/puretechnologies.digital\/bg\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/puretechnologies.digital\/bg\/wp-json\/wp\/v2\/comments?post=3164"}],"version-history":[{"count":1,"href":"https:\/\/puretechnologies.digital\/bg\/wp-json\/wp\/v2\/posts\/3164\/revisions"}],"predecessor-version":[{"id":3170,"href":"https:\/\/puretechnologies.digital\/bg\/wp-json\/wp\/v2\/posts\/3164\/revisions\/3170"}],"wp:attachment":[{"href":"https:\/\/puretechnologies.digital\/bg\/wp-json\/wp\/v2\/media?parent=3164"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/puretechnologies.digital\/bg\/wp-json\/wp\/v2\/categories?post=3164"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/puretechnologies.digital\/bg\/wp-json\/wp\/v2\/tags?post=3164"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}