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Base.<\/p>\n<p>[\/et_pb_accordion_item][\/et_pb_accordion][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; min_height=&#187;1459.2px&#187; custom_margin=&#187;-69px|auto|-8px|auto||&#187; custom_padding=&#187;||18px|||&#187; hover_enabled=&#187;0&#8243; global_colors_info=&#187;{}&#187; paid-memberships-pro=&#187;5,6&#8243; pmpro_show_no_access_message=&#187;on&#187; sticky_enabled=&#187;0&#8243;][et_pb_column type=&#187;4_4&#8243; _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; global_colors_info=&#187;{}&#187;][et_pb_code _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; global_colors_info=&#187;{}&#187;]<!-- Chatbox Container --><!-- [et_pb_line_break_holder] --><\/p>\n<div id=\"divi-chatbox-container\" style=\"max-width: 600px; margin: 0 auto; border: 1px solid #ccc; border-radius: 8px; padding: 10px; background-color: #fff;\"><!-- [et_pb_line_break_holder] -->  <\/p>\n<h3 style=\"margin-top: 0; text-align: center;\">\u0417\u0430\u0434\u0430\u0442\u044c \u0432\u043e\u043f\u0440\u043e\u0441<\/h3>\n<p><!-- [et_pb_line_break_holder] -->  <!-- [et_pb_line_break_holder] -->  <!-- Chat History --><!-- [et_pb_line_break_holder] -->  <\/p>\n<div id=\"divi-chat-history\" style=\"height: 300px; overflow-y: auto; margin-bottom: 10px; border: 1px solid #ccc; border-radius: 5px; padding: 10px; background-color: #f9f9f9;\"><!-- [et_pb_line_break_holder] -->    <!-- Messages will appear here --><!-- [et_pb_line_break_holder] -->  <\/div>\n<p><!-- [et_pb_line_break_holder] -->  <!-- [et_pb_line_break_holder] -->  <!-- Input + Button Row --><!-- [et_pb_line_break_holder] -->  <\/p>\n<div style=\"display: flex;\"><!-- [et_pb_line_break_holder] -->    <input<!-- [et_pb_line_break_holder] -->      type=&#187;text&#187;<!-- [et_pb_line_break_holder] -->      id=&#187;divi-user-input&#187;<!-- [et_pb_line_break_holder] -->      placeholder=&#187;Type your question&#8230;&#187;<!-- [et_pb_line_break_holder] -->      style=&#187;flex: 1; padding: 10px; border: 1px solid #ccc; border-radius: 5px; margin-right: 10px;&#187;<!-- [et_pb_line_break_holder] -->    \/><!-- [et_pb_line_break_holder] -->    <button<!-- [et_pb_line_break_holder] -->      id=&#187;divi-ask-btn&#187;<!-- [et_pb_line_break_holder] -->      style=&#187;padding: 10px 20px; background-color: #5a67d8; color: white; border: none; border-radius: 5px; cursor: pointer;&#187;<!-- [et_pb_line_break_holder] -->    ><!-- [et_pb_line_break_holder] -->      Ask<!-- [et_pb_line_break_holder] -->    <\/button><!-- [et_pb_line_break_holder] -->  <\/div>\n<p><!-- [et_pb_line_break_holder] --><\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --><script><!-- [et_pb_line_break_holder] -->  \/\/ Your Lambda Function URL<!-- [et_pb_line_break_holder] -->  const LAMBDA_URL = 'https:\/\/3zcrbgbotyw4xakf3axngohpsu0szdrc.lambda-url.us-east-1.on.aws\/';<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  \/\/ An optional CSS spinner (hourglass) for loading:<!-- [et_pb_line_break_holder] -->  \/\/ (You can swap for any custom GIF\/CSS animations you like)<!-- [et_pb_line_break_holder] -->  const loadingIndicator = `<!-- [et_pb_line_break_holder] -->    <\/p>\n<div style=\"<!-- [et_pb_line_break_holder] -->      display: inline-block;<!-- [et_pb_line_break_holder] -->      border: 6px solid #ccc;<!-- [et_pb_line_break_holder] -->      border-right-color: #5a67d8;<!-- [et_pb_line_break_holder] -->      border-radius: 50%;<!-- [et_pb_line_break_holder] -->      width: 20px;<!-- [et_pb_line_break_holder] -->      height: 20px;<!-- [et_pb_line_break_holder] -->      animation: spin 0.8s linear infinite;<!-- [et_pb_line_break_holder] -->      margin-left: 5px;<!-- [et_pb_line_break_holder] -->    \"><\/div>\n<p><!-- [et_pb_line_break_holder] -->    <\/p>\n<style><!-- [et_pb_line_break_holder] -->      @keyframes spin {<!-- [et_pb_line_break_holder] -->        0% { transform: rotate(0deg); }<!-- [et_pb_line_break_holder] -->        100% { transform: rotate(360deg); }<!-- [et_pb_line_break_holder] -->      }<!-- [et_pb_line_break_holder] -->    <\/style>\n<p><!-- [et_pb_line_break_holder] -->  `;<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  document.addEventListener('DOMContentLoaded', function() {<!-- [et_pb_line_break_holder] -->    const askBtn = document.getElementById('divi-ask-btn');<!-- [et_pb_line_break_holder] -->    const userInputEl = document.getElementById('divi-user-input');<!-- [et_pb_line_break_holder] -->    const chatHistory = document.getElementById('divi-chat-history');<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->    askBtn.addEventListener('click', async () => {<!-- [et_pb_line_break_holder] -->      const userQuestion = userInputEl.value.trim();<!-- [et_pb_line_break_holder] -->      if (!userQuestion) return;<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->      \/\/ Display user's question on the right<!-- [et_pb_line_break_holder] -->      const userMessage = document.createElement('div');<!-- [et_pb_line_break_holder] -->      userMessage.innerHTML = `<strong>You:<\/strong> ${userQuestion}`;<!-- [et_pb_line_break_holder] -->      userMessage.style.margin = '5px 0';<!-- [et_pb_line_break_holder] -->      userMessage.style.textAlign = 'right';<!-- [et_pb_line_break_holder] -->      chatHistory.appendChild(userMessage);<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->      \/\/ Clear input field<!-- [et_pb_line_break_holder] -->      userInputEl.value = '';<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->      \/\/ Show hourglass (loading indicator) on the left<!-- [et_pb_line_break_holder] -->      const loadingMsg = document.createElement('div');<!-- [et_pb_line_break_holder] -->      loadingMsg.style.margin = '5px 0';<!-- [et_pb_line_break_holder] -->      loadingMsg.style.textAlign = 'left';<!-- [et_pb_line_break_holder] -->      loadingMsg.innerHTML = `<strong><\/strong>Waiting... ${loadingIndicator}`; <!-- [et_pb_line_break_holder] -->      chatHistory.appendChild(loadingMsg);<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->      \/\/ Auto-scroll<!-- [et_pb_line_break_holder] -->      chatHistory.scrollTop = chatHistory.scrollHeight;<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->      try {<!-- [et_pb_line_break_holder] -->        const response = await fetch(LAMBDA_URL, {<!-- [et_pb_line_break_holder] -->          method: 'POST',<!-- [et_pb_line_break_holder] -->          headers: { 'Content-Type': 'application\/json' },<!-- [et_pb_line_break_holder] -->          body: JSON.stringify({ questions: userQuestion })<!-- [et_pb_line_break_holder] -->        });<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->        const data = await response.json();<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->        \/\/ Remove the loading message from the chat<!-- [et_pb_line_break_holder] -->        chatHistory.removeChild(loadingMsg);<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->        \/\/ Adjust to match your Lambda's return key<!-- [et_pb_line_break_holder] -->        const botReply = data[\"Query Results\"] || data.answer || \"No answer found.\";<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->        \/\/ Display the reply (no \"Bot:\" prefix)<!-- [et_pb_line_break_holder] -->        const replyMsg = document.createElement('div');<!-- [et_pb_line_break_holder] -->        replyMsg.innerHTML = `${botReply}`;  <!-- [et_pb_line_break_holder] -->        replyMsg.style.margin = '5px 0';<!-- [et_pb_line_break_holder] -->        replyMsg.style.textAlign = 'left';<!-- [et_pb_line_break_holder] -->        chatHistory.appendChild(replyMsg);<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->      } catch (err) {<!-- [et_pb_line_break_holder] -->        console.error(err);<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->        \/\/ Remove the loading indicator<!-- [et_pb_line_break_holder] -->        chatHistory.removeChild(loadingMsg);<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->        \/\/ Show error<!-- [et_pb_line_break_holder] -->        const errorMsg = document.createElement('div');<!-- [et_pb_line_break_holder] -->        errorMsg.innerHTML = `Error calling Lambda.`;<!-- [et_pb_line_break_holder] -->        errorMsg.style.margin = '5px 0';<!-- [et_pb_line_break_holder] -->        errorMsg.style.textAlign = 'left';<!-- [et_pb_line_break_holder] -->        errorMsg.style.color = 'red';<!-- [et_pb_line_break_holder] -->        chatHistory.appendChild(errorMsg);<!-- [et_pb_line_break_holder] -->      }<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->      \/\/ Auto-scroll<!-- [et_pb_line_break_holder] -->      chatHistory.scrollTop = chatHistory.scrollHeight;<!-- [et_pb_line_break_holder] -->    });<!-- [et_pb_line_break_holder] -->  });<!-- [et_pb_line_break_holder] --><\/script><!-- [et_pb_line_break_holder] -->[\/et_pb_code][et_pb_accordion _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; global_colors_info=&#187;{}&#187;][et_pb_accordion_item open=&#187;on&#187; _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; body_font=&#187;&#8212;et_global_body_font|800|||||||&#187; body_text_color=&#187;#FFFFFF&#187; global_colors_info=&#187;{}&#187;]<\/p>\n<p>\u041e\u0442\u0432\u0435\u0442 \u043d\u0430 \u0437\u0430\u043f\u0440\u043e\u0441 RAG \u0437\u0430\u043d\u0438\u043c\u0430\u0435\u0442 \u043e\u043a\u043e\u043b\u043e 10-15 \u0441\u0435\u043a\u0443\u043d\u0434, \u043f\u043e\u0441\u043a\u043e\u043b\u044c\u043a\u0443 \u043e\u043d \u0438\u0437\u0432\u043b\u0435\u043a\u0430\u0435\u0442 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u0443\u044e \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u0438\u0437 \u043e\u0431\u0448\u0438\u0440\u043d\u043e\u0439 \u0431\u0430\u0437\u044b \u0437\u043d\u0430\u043d\u0438\u0439, \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0435\u0442 \u0435\u0435 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043f\u0440\u043e\u0434\u0432\u0438\u043d\u0443\u0442\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 \u0438 \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0435\u0442 \u043a\u0440\u0430\u0442\u043a\u043e\u0435 \u0438 \u0442\u043e\u0447\u043d\u043e\u0435 \u0440\u0435\u0437\u044e\u043c\u0435, \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0435 \u0412\u0430\u0448\u0435\u043c\u0443 \u0437\u0430\u043f\u0440\u043e\u0441\u0443.<\/p>\n<p>[\/et_pb_accordion_item][\/et_pb_accordion][et_pb_accordion open_toggle_text_color=&#187;#FFFFFF&#187; _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; global_colors_info=&#187;{%22gcid-36fd78a7-34bc-404d-873c-dafa34efaae5%22:%91%22quote_icon_color%22,%22quote_icon_color%22,%22quote_icon_color%22%93,%22gcid-primary-color%22:%91%22icon_color%22,%22icon_color%22,%22icon_color%22%93,%22gcid-heading-color%22:%91%22toggle_text_color%22,%22toggle_text_color%22,%22toggle_text_color%22%93,%22gcid-body-color%22:%91%22body_text_color%22,%22body_text_color%22,%22body_text_color%22%93}&#187;][et_pb_accordion_item title=&#187;- \u041a\u043e\u043c\u043f\u043b\u0435\u043a\u0441\u043d\u043e\u0435 \u043f\u043e\u043a\u0440\u044b\u0442\u0438\u0435&#187; open=&#187;on&#187; _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; body_font=&#187;&#8212;et_global_body_font|600|||||||&#187; body_text_color=&#187;#FFFFFF&#187; global_colors_info=&#187;{}&#187; toggle_text_color=&#187;#FFFFFF&#187; toggle_font=&#187;&#8212;et_global_heading_font|700|||||||&#187;]<\/p>\n<p>\u041a\u0430\u0436\u0434\u0430\u044f \u043c\u0430\u043b\u0435\u043d\u044c\u043a\u0430\u044f \u0434\u0435\u0442\u0430\u043b\u044c \u043e \u041c\u0430\u0445\u0430\u043a\u0443\u043c\u0431\u0445\u0430 \u041c\u0435\u043b\u0430 2025 \u0442\u0449\u0430\u0442\u0435\u043b\u044c\u043d\u043e \u0443\u0447\u0442\u0435\u043d\u0430 &#8212; \u044d\u0442\u043e \u044d\u043a\u0432\u0438\u0432\u0430\u043b\u0435\u043d\u0442\u043d\u043e \u0441\u043e\u0442\u043d\u044f\u043c \u0432\u0435\u0431-\u0441\u0442\u0440\u0430\u043d\u0438\u0446, \u0441\u0432\u0435\u0434\u0435\u043d\u043d\u044b\u0445 \u0432 \u043e\u0434\u043d\u0443 \u043c\u043e\u0449\u043d\u0443\u044e \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0443.<\/p>\n<p>[\/et_pb_accordion_item][\/et_pb_accordion][et_pb_accordion _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; global_colors_info=&#187;{}&#187;][et_pb_accordion_item title=&#187;- \u0421\u043f\u0440\u043e\u0441\u0438\u0442\u0435 \u0447\u0442\u043e \u0443\u0433\u043e\u0434\u043d\u043e&#187; open=&#187;on&#187; open_toggle_text_color=&#187;#FFFFFF&#187; _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; body_font=&#187;&#8212;et_global_body_font|600|||||||&#187; body_text_color=&#187;#FFFFFF&#187; global_colors_info=&#187;{}&#187; toggle_text_color=&#187;#FFFFFF&#187; toggle_font=&#187;&#8212;et_global_heading_font|700|||||||&#187;]<\/p>\n<p>\u041f\u0440\u043e\u0441\u0442\u043e \u0437\u0430\u0434\u0430\u0439\u0442\u0435 \u043b\u044e\u0431\u043e\u0439 \u0432\u043e\u043f\u0440\u043e\u0441 \u043e MahaKumbh Mela 2025, \u0438 \u043d\u0430\u0448\u0430 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u0430\u044f \u0431\u0430\u0437\u0430 \u0437\u043d\u0430\u043d\u0438\u0439 \u043c\u0433\u043d\u043e\u0432\u0435\u043d\u043d\u043e \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u0438\u0442 \u0442\u043e\u0447\u043d\u044b\u0435 \u043e\u0442\u0432\u0435\u0442\u044b.<\/p>\n<p>[\/et_pb_accordion_item][\/et_pb_accordion][et_pb_accordion _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; global_colors_info=&#187;{}&#187;][et_pb_accordion_item title=&#187;- \u0414\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u044f&#187; open=&#187;on&#187; open_toggle_text_color=&#187;#FFFFFF&#187; _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; body_font=&#187;&#8212;et_global_body_font|600|||||||&#187; body_text_color=&#187;#FFFFFF&#187; global_colors_info=&#187;{}&#187; toggle_font=&#187;&#8212;et_global_heading_font|700|||||||&#187;]<\/p>\n<p>\u041d\u0430\u0448\u0430 \u0431\u0430\u0437\u0430 \u0437\u043d\u0430\u043d\u0438\u0439 \u0440\u0430\u0441\u0442\u0435\u0442 \u0441 \u043a\u0430\u0436\u0434\u044b\u043c \u0434\u043d\u0435\u043c, \u043f\u043e\u043f\u043e\u043b\u043d\u044f\u044f\u0441\u044c \u043d\u043e\u0432\u044b\u043c\u0438 \u0441\u0432\u0435\u0434\u0435\u043d\u0438\u044f\u043c\u0438 \u043e \u041a\u0443\u043c\u0431\u0445\u0430 \u041c\u0435\u043b\u0430 \u0438 \u0441\u043e\u0442\u043d\u044f\u043c\u0438 \u0441\u0442\u0440\u0430\u043d\u0438\u0446, \u043f\u043e\u0441\u0432\u044f\u0449\u0435\u043d\u043d\u044b\u0445 \u0441\u043b\u0430\u0432\u043d\u043e\u0439 \u0438\u0441\u0442\u043e\u0440\u0438\u0438 \u0412\u0435\u0434\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0414\u0445\u0430\u0440\u043c\u044b.<\/p>\n<p>[\/et_pb_accordion_item][\/et_pb_accordion][et_pb_accordion _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; global_colors_info=&#187;{}&#187;][et_pb_accordion_item title=&#187;- \u0423\u0434\u043e\u0431\u0441\u0442\u0432\u043e \u0434\u043b\u044f \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f&#187; open=&#187;on&#187; open_toggle_text_color=&#187;#FFFFFF&#187; _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; body_font=&#187;&#8212;et_global_body_font|600|||||||&#187; body_text_color=&#187;#FFFFFF&#187; global_colors_info=&#187;{}&#187; toggle_font=&#187;&#8212;et_global_heading_font|700|||||||&#187;]<\/p>\n<p>\u041f\u043e\u0441\u043c\u043e\u0442\u0440\u0438\u0442\u0435 \u043e\u0431\u0443\u0447\u0430\u044e\u0449\u0435\u0435 \u0432\u0438\u0434\u0435\u043e, \u0447\u0442\u043e\u0431\u044b \u0443\u0437\u043d\u0430\u0442\u044c, \u043a\u0430\u043a \u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0432 \u044d\u0442\u043e\u043c \u043e\u0433\u0440\u043e\u043c\u043d\u043e\u043c \u043e\u043a\u0435\u0430\u043d\u0435 \u0437\u043d\u0430\u043d\u0438\u0439 \u0438 \u0438\u0437\u0432\u043b\u0435\u043a\u0430\u0442\u044c \u0438\u0437 \u043d\u0435\u0433\u043e \u043c\u0430\u043a\u0441\u0438\u043c\u0443\u043c \u043f\u043e\u043b\u044c\u0437\u044b.<\/p>\n<p>[\/et_pb_accordion_item][\/et_pb_accordion][et_pb_accordion _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; global_colors_info=&#187;{}&#187;][et_pb_accordion_item title=&#187;- \u041c\u043d\u043e\u0433\u043e\u044f\u0437\u044b\u0447\u043d\u044b\u0439 \u0434\u043e\u0441\u0442\u0443\u043f&#187; open=&#187;on&#187; open_toggle_text_color=&#187;#FFFFFF&#187; _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; body_font=&#187;&#8212;et_global_body_font|600|||||||&#187; body_text_color=&#187;#FFFFFF&#187; global_colors_info=&#187;{}&#187; toggle_font=&#187;&#8212;et_global_heading_font|700|||||||&#187;]<\/p>\n<p>\u0418\u0437\u0443\u0447\u0438\u0442\u0435 \u044d\u0442\u0443 \u0441\u043e\u043a\u0440\u043e\u0432\u0438\u0449\u043d\u0438\u0446\u0443 \u043d\u0430 15 \u044f\u0437\u044b\u043a\u0430\u0445, \u0447\u0442\u043e \u0434\u0435\u043b\u0430\u0435\u0442 \u0435\u0435 \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u043e\u0439 \u0434\u043b\u044f \u043b\u044e\u0434\u0435\u0439 \u0438\u0437 \u0432\u0441\u0435\u0445 \u0441\u043b\u043e\u0435\u0432 \u043e\u0431\u0449\u0435\u0441\u0442\u0432\u0430.<\/p>\n<p>[\/et_pb_accordion_item][\/et_pb_accordion][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; min_height=&#187;895.7px&#187; custom_margin=&#187;-157px|auto||auto||&#187; global_colors_info=&#187;{}&#187;][et_pb_column type=&#187;4_4&#8243; _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; global_colors_info=&#187;{}&#187;][et_pb_video src=&#187;https:\/\/d2q7fj363n4v1d.cloudfront.net\/Russian\/MaaSaraswati-Russian.mp4&#8243; image_src=&#187;http:\/\/www.mahakumbhmela.info\/wp-content\/uploads\/2025\/01\/MaaSaraswati.png&#187; _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; global_colors_info=&#187;{}&#187;][\/et_pb_video][et_pb_video src=&#187;https:\/\/d2q7fj363n4v1d.cloudfront.net\/English-language-Videos\/Training-video-European.mp4&#8243; image_src=&#187;http:\/\/www.mahakumbhmela.info\/wp-content\/uploads\/2025\/01\/Training-video-screenshot.png&#187; _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; global_colors_info=&#187;{}&#187;][\/et_pb_video][et_pb_audio title=&#187;\u0412\u0430\u0448\u0435 \u043d\u0430\u0437\u0432\u0430\u043d\u0438\u0435 \u0437\u0434\u0435\u0441\u044c&#187; artist_name=&#187;\u0418\u043c\u044f \u0438\u0441\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044f&#187; _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; global_colors_info=&#187;{}&#187;][\/et_pb_audio][et_pb_accordion _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; background_color=&#187;#FFFFFF&#187; global_colors_info=&#187;{}&#187;][et_pb_accordion_item title=&#187;\u041a\u0430\u043a \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e \u0437\u0430\u043f\u0440\u0430\u0448\u0438\u0432\u0430\u0442\u044c \u0431\u0430\u0437\u0443 \u0437\u043d\u0430\u043d\u0438\u0439 (\u0441\u0438\u0441\u0442\u0435\u043c\u0430 RAG)&#187; open=&#187;on&#187; _builder_version=&#187;4.27.4&#8243; _module_preset=&#187;default&#187; background_color=&#187;#FFFFFF&#187; background_enable_color=&#187;on&#187; global_colors_info=&#187;{}&#187;]<\/p>\n<p>\u041d\u0430\u0448\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0430 Retrieval-Augmented Generation (RAG), \u043d\u0430\u0437\u0432\u0430\u043d\u043d\u0430\u044f Saraswati, \u043f\u0440\u0435\u0434\u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u0430 \u0434\u043b\u044f \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0442\u043e\u0447\u043d\u044b\u0445 \u0438 \u043a\u0440\u0430\u0442\u043a\u0438\u0445 \u043e\u0442\u0432\u0435\u0442\u043e\u0432 \u043d\u0430 \u0412\u0430\u0448\u0438 \u0437\u0430\u043f\u0440\u043e\u0441\u044b. \u0427\u0442\u043e\u0431\u044b \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0440\u0435\u043b\u0435\u0432\u0430\u043d\u0442\u043d\u044b\u0435 \u0438 \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u043e\u0442\u0432\u0435\u0442\u044b, \u0441\u043b\u0435\u0434\u0443\u0439\u0442\u0435 \u044d\u0442\u0438\u043c \u043f\u0440\u043e\u0441\u0442\u044b\u043c \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f\u043c:<\/p>\n<h4><strong><span style=\"color: #993300;\">\u0421\u043e\u0432\u0435\u0442\u044b \u043f\u043e \u0441\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044e \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0445 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432:<\/span><\/strong><\/h4>\n<p><span style=\"color: #ff6600;\"><strong>1. \u0411\u0443\u0434\u044c\u0442\u0435 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u044b \u0438 \u043f\u043e\u043d\u044f\u0442\u043d\u044b<\/strong><\/span><br \/>\u0417\u0430\u0434\u0430\u0432\u0430\u0439\u0442\u0435 \u043f\u0440\u044f\u043c\u044b\u0435 \u0432\u043e\u043f\u0440\u043e\u0441\u044b \u0438\u043b\u0438 \u043f\u0440\u0438\u0432\u043e\u0434\u0438\u0442\u0435 \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0444\u0440\u0430\u0437\u044b, \u0447\u0442\u043e\u0431\u044b \u0441\u0443\u0437\u0438\u0442\u044c \u043a\u0440\u0443\u0433 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438, \u043a\u043e\u0442\u043e\u0440\u0443\u044e \u0412\u044b \u0438\u0449\u0435\u0442\u0435.<br \/>\u041f\u0440\u0438\u043c\u0435\u0440:<br \/>\u2705 \u041a\u0430\u043a\u043e\u0432\u044b \u0434\u0430\u0442\u044b \u043a\u0443\u043f\u0430\u043d\u0438\u044f \u0432 \u041c\u0430\u0445\u0430 \u041a\u0443\u043c\u0431\u0445\u0435 2025 \u0433\u043e\u0434\u0430?<br \/>\u274c \u0420\u0430\u0441\u0441\u043a\u0430\u0436\u0438\u0442\u0435 \u043c\u043d\u0435 \u0432\u0441\u0435 \u043e \u041c\u0430\u0445\u0430 \u041a\u0443\u043c\u0431\u0445\u0435.<\/p>\n<p><strong><span style=\"color: #ff6600;\">2. \u0412\u043a\u043b\u044e\u0447\u0438\u0442\u0435 \u0440\u0435\u043b\u0435\u0432\u0430\u043d\u0442\u043d\u044b\u0435 \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0441\u043b\u043e\u0432\u0430<\/span><\/strong><br \/>\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0441\u043b\u043e\u0432\u0430, \u043e\u0442\u043d\u043e\u0441\u044f\u0449\u0438\u0435\u0441\u044f \u043a \u0442\u0435\u043c\u0435, \u043e \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u0412\u044b \u0441\u043f\u0440\u0430\u0448\u0438\u0432\u0430\u0435\u0442\u0435, \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0440\u0438\u0442\u0443\u0430\u043b\u044b \u043a\u0443\u043f\u0430\u043d\u0438\u044f, \u0440\u0430\u0437\u043c\u0435\u0449\u0435\u043d\u0438\u0435, \u0438\u0441\u0442\u043e\u0440\u0438\u044f \u0438\u043b\u0438 \u0442\u0440\u0430\u043d\u0441\u043f\u043e\u0440\u0442.<br \/>\u041f\u0440\u0438\u043c\u0435\u0440:<br \/>\u2705 \u041a\u0430\u043a\u043e\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0438\u043c\u0435\u0435\u0442 \u041c\u0430\u0443\u043d\u0438 \u0410\u043c\u0430\u0432\u0430\u0441\u044c\u044f \u0432 \u041a\u0443\u043c\u0431\u0445 \u041c\u0435\u043b\u0430?<br \/>\u274c \u0420\u0430\u0441\u0441\u043a\u0430\u0436\u0438\u0442\u0435 \u043c\u043d\u0435 \u043e \u041c\u0430\u0443\u043d\u0438 \u0410\u043c\u0430\u0432\u0430\u0441\u044c\u044f.<\/p>\n<p><strong><span style=\"color: #ff6600;\">3. \u0417\u0430\u0434\u0430\u0432\u0430\u0439\u0442\u0435 \u043f\u043e \u043e\u0434\u043d\u043e\u043c\u0443 \u0432\u043e\u043f\u0440\u043e\u0441\u0443 \u0437\u0430 \u0440\u0430\u0437<\/span><\/strong><br \/>\u0421\u043e\u0441\u0440\u0435\u0434\u043e\u0442\u043e\u0447\u044c\u0442\u0435\u0441\u044c \u043d\u0430 \u043e\u0434\u043d\u043e\u0439 \u0442\u0435\u043c\u0435 \u0438\u043b\u0438 \u0432\u043e\u043f\u0440\u043e\u0441\u0435, \u0447\u0442\u043e\u0431\u044b \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0431\u043e\u043b\u0435\u0435 \u0442\u043e\u0447\u043d\u044b\u0439 \u043e\u0442\u0432\u0435\u0442.<br \/>\u041f\u0440\u0438\u043c\u0435\u0440:<br \/>\u2705 \u0413\u0434\u0435 \u044f \u043c\u043e\u0433\u0443 \u043e\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c\u0441\u044f \u0432 \u041f\u0440\u0430\u044f\u0433\u0440\u0430\u0434\u0436\u0435 \u0432\u043e \u0432\u0440\u0435\u043c\u044f \u041a\u0443\u043c\u0431\u0445 \u041c\u0435\u043b\u044b 2025 \u0433\u043e\u0434\u0430?<br \/>\u274c \u0420\u0430\u0441\u0441\u043a\u0430\u0436\u0438\u0442\u0435 \u043c\u043d\u0435 \u043e \u0436\u0438\u043b\u044c\u0435, \u0440\u0438\u0442\u0443\u0430\u043b\u0430\u0445 \u043a\u0443\u043f\u0430\u043d\u0438\u044f \u0438 \u0435\u0434\u0435.<\/p>\n<p><strong><span style=\"color: #ff6600;\">4. \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u043c\u044b\u0435 \u044f\u0437\u044b\u043a\u0438<\/span><\/strong><br \/>\u0412\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0434\u0435\u043b\u0430\u0442\u044c \u0437\u0430\u043f\u0440\u043e\u0441\u044b \u043d\u0430 \u043b\u044e\u0431\u043e\u043c \u0438\u0437 15 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u043c\u044b\u0445 \u044f\u0437\u044b\u043a\u043e\u0432. \u0423\u0431\u0435\u0434\u0438\u0442\u0435\u0441\u044c, \u0447\u0442\u043e \u0412\u0430\u0448 \u0432\u043e\u043f\u0440\u043e\u0441 \u0441\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d \u0433\u0440\u0430\u043c\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e, \u0447\u0442\u043e\u0431\u044b \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u043b\u0443\u0447\u0448\u0438\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b.<br \/>\u041f\u0440\u0438\u043c\u0435\u0440 (\u0445\u0438\u043d\u0434\u0438):<br \/>\u2705 \u0915\u0941\u0902\u092d \u092e\u0947\u0932\u0947 \u0915\u0947 \u0938\u094d\u0928\u093e\u0928 \u0915\u0940 \u0924\u093f\u0925\u093f\u092f\u093e\u0902 \u0915\u094d\u092f\u093e \u0939\u0948\u0902?<br \/>\u274c \u0915\u0941\u0902\u092d \u0915\u0940 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0926\u094b\u0964<\/p>\n<p><strong><span style=\"color: #ff6600;\">5. \u041f\u0440\u0438 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0441\u0442\u0438 \u0443\u043a\u0430\u0436\u0438\u0442\u0435 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442<\/span><\/strong><br \/>\u0415\u0441\u043b\u0438 \u0412\u0430\u0448 \u0437\u0430\u043f\u0440\u043e\u0441 \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0441\u044f \u043a \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u043e\u043c\u0443 \u043c\u0435\u0441\u0442\u0443, \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u0438\u043b\u0438 \u0441\u043e\u0431\u044b\u0442\u0438\u044e, \u0443\u043a\u0430\u0436\u0438\u0442\u0435 \u044d\u0442\u0443 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e.<br \/>\u041f\u0440\u0438\u043c\u0435\u0440:<br \/>\u2705 \u041a\u0430\u043a\u043e\u0439 \u0442\u0440\u0430\u043d\u0441\u043f\u043e\u0440\u0442 \u043b\u0443\u0447\u0448\u0435 \u0432\u0441\u0435\u0433\u043e \u043f\u043e\u0434\u0445\u043e\u0434\u0438\u0442 \u0434\u043b\u044f \u043f\u043e\u0435\u0437\u0434\u043a\u0438 \u0432 \u041f\u0440\u0430\u044f\u0433\u0440\u0430\u0434\u0436 \u043d\u0430 \u041c\u0430\u0445\u0430 \u041a\u0443\u043c\u0431\u0445 2025?<br \/>\u274c \u041a\u0430\u043a \u044f \u043c\u043e\u0433\u0443 \u0442\u0443\u0434\u0430 \u0434\u043e\u0431\u0440\u0430\u0442\u044c\u0441\u044f?<\/p>\n<p><span style=\"color: #993300;\">\u041f\u0440\u0438\u043c\u0435\u0440\u044b \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u0445 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432:<\/span><\/p>\n<p><span style=\"color: #ff6600;\"><strong>\u0414\u0430\u0442\u044b \u043a\u0443\u043f\u0430\u043d\u0438\u044f<\/strong><\/span><br \/>&#8212; \u041a\u0430\u043a\u043e\u0432\u044b \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u0434\u0430\u0442\u044b \u043a\u0443\u043f\u0430\u043d\u0438\u044f \u0432 \u041c\u0430\u0445\u0430 \u041a\u0443\u043c\u0431\u0445\u0430 2025?<br \/>&#8212; \u041e\u0431\u044a\u044f\u0441\u043d\u0438\u0442\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u041c\u0430\u043a\u0430\u0440 \u0421\u0430\u043d\u043a\u0440\u0430\u043d\u0442\u0438 \u0432 \u041a\u0443\u043c\u0431\u0445\u0430 \u041c\u0435\u043b\u0430.<\/p>\n<p><strong><span style=\"color: #ff6600;\">\u041f\u0440\u043e\u0436\u0438\u0432\u0430\u043d\u0438\u0435<\/span><\/strong><br \/>&#8212; \u041a\u0430\u043a\u0438\u0435 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u044b \u0440\u043e\u0441\u043a\u043e\u0448\u043d\u044b\u0445 \u043f\u0430\u043b\u0430\u0442\u043e\u043a \u043c\u043e\u0436\u043d\u043e \u043d\u0430\u0439\u0442\u0438 \u0432 \u041f\u0440\u0430\u044f\u0433\u0440\u0430\u0435?<br \/>&#8212; \u041a\u0430\u043a \u0437\u0430\u0431\u0440\u043e\u043d\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043f\u0440\u043e\u0436\u0438\u0432\u0430\u043d\u0438\u0435 \u0432 \u0430\u0448\u0440\u0430\u043c\u0435 \u0432\u043e \u0432\u0440\u0435\u043c\u044f \u041a\u0443\u043c\u0431\u0445\u0430 \u041c\u0435\u043b\u044b?<br \/>\u041f\u0443\u0442\u0435\u0448\u0435\u0441\u0442\u0432\u0438\u044f \u0438 \u0442\u0440\u0430\u043d\u0441\u043f\u043e\u0440\u0442<br \/>&#8212; \u041a\u0430\u043a\u0438\u0435 \u043f\u043e\u0435\u0437\u0434\u0430 \u0441\u043e\u0435\u0434\u0438\u043d\u044f\u044e\u0442 \u041f\u0440\u0430\u044f\u0433\u0440\u0430\u0439 \u0441 \u0414\u0435\u043b\u0438 \u0432\u043e \u0432\u0440\u0435\u043c\u044f \u041a\u0443\u043c\u0431\u0445\u0430 \u041c\u0435\u043b\u044b?<br \/>&#8212; \u041a\u0430\u043a\u043e\u0432\u044b \u0430\u0432\u0442\u043e\u043c\u043e\u0431\u0438\u043b\u044c\u043d\u044b\u0435 \u043c\u0430\u0440\u0448\u0440\u0443\u0442\u044b \u0432 \u041f\u0440\u0430\u044f\u0433\u0440\u0430\u0439 \u0438\u0437 \u0412\u0430\u0440\u0430\u043d\u0430\u0441\u0438?<\/p>\n<p><strong><span style=\"color: #ff6600;\">\u0415\u0434\u0430 \u0438 \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u0430<\/span><\/strong><br \/>&#8212; \u041a\u0430\u043a\u0438\u0435 \u0431\u043b\u044e\u0434\u0430 \u043e\u0431\u044f\u0437\u0430\u0442\u0435\u043b\u044c\u043d\u043e \u043d\u0443\u0436\u043d\u043e \u043f\u043e\u043f\u0440\u043e\u0431\u043e\u0432\u0430\u0442\u044c \u043d\u0430 \u041a\u0443\u043c\u0431\u0445 \u041c\u0435\u043b\u0430 2025?<br \/>&#8212; \u041f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442\u0441\u044f \u043b\u0438 \u0432\u043e \u0432\u0440\u0435\u043c\u044f \u0444\u0435\u0441\u0442\u0438\u0432\u0430\u043b\u044f \u0432\u0435\u0433\u0435\u0442\u0430\u0440\u0438\u0430\u043d\u0441\u043a\u0430\u044f \u043f\u0438\u0449\u0430?<br \/>\u0414\u0443\u0445\u043e\u0432\u043d\u043e\u0435 \u0438 \u0438\u0441\u0442\u043e\u0440\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435<br \/>&#8212; \u041a\u0430\u043a\u043e\u0432\u0430 \u043c\u0438\u0444\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u043f\u043e\u0434\u043e\u043f\u043b\u0435\u043a\u0430 \u041a\u0443\u043c\u0431\u0445 \u041c\u0435\u043b\u0430?<br \/>&#8212; \u041a\u0430\u043a\u043e\u0432\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0410\u043a\u0448\u0430\u0439\u0432\u0430\u0442\u0430 \u0432 \u041f\u0440\u0430\u044f\u0433\u0440\u0430\u0434\u0436\u0435?<\/p>\n<p><span style=\"color: #993300;\"><em><strong>\u0427\u0442\u043e \u0434\u0435\u043b\u0430\u0442\u044c, \u0435\u0441\u043b\u0438 \u0412\u044b \u043d\u0435 \u0443\u0432\u0435\u0440\u0435\u043d\u044b?<\/strong><\/em><\/span><br \/><span style=\"color: #993300;\"><em><strong>\u0415\u0441\u043b\u0438 \u0412\u044b \u043d\u0435 \u0437\u043d\u0430\u0435\u0442\u0435, \u043a\u0430\u043a \u0441\u0444\u043e\u0440\u043c\u0443\u043b\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0441\u0432\u043e\u0439 \u0437\u0430\u043f\u0440\u043e\u0441, \u043d\u0430\u0447\u043d\u0438\u0442\u0435 \u0441 \u0448\u0438\u0440\u043e\u043a\u043e\u0433\u043e \u0432\u043e\u043f\u0440\u043e\u0441\u0430, \u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u043f\u043e\u0434\u0441\u043a\u0430\u0436\u0435\u0442 \u0412\u0430\u043c, \u043a\u0430\u043a \u0435\u0433\u043e \u0443\u0442\u043e\u0447\u043d\u0438\u0442\u044c.<\/strong><\/em><\/span><br \/><span style=\"color: #993300;\"><em><strong>\u041f\u0440\u0438\u043c\u0435\u0440:<\/strong><\/em><\/span><br \/><span style=\"color: #993300;\"><em><strong>\u041d\u0430\u0447\u0430\u043b\u044c\u043d\u044b\u0439 \u0432\u043e\u043f\u0440\u043e\u0441: \u0420\u0430\u0441\u0441\u043a\u0430\u0436\u0438\u0442\u0435 \u043c\u043d\u0435 \u043e \u041a\u0443\u043c\u0431\u0445 \u041c\u0435\u043b\u0430.<\/strong><\/em><\/span><br \/><span style=\"color: #993300;\"><em><strong>\u0423\u0442\u043e\u0447\u043d\u0435\u043d\u043d\u044b\u0439 \u0432\u043e\u043f\u0440\u043e\u0441: \u041a\u0430\u043a\u043e\u0432\u043e \u0438\u0441\u0442\u043e\u0440\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u041a\u0443\u043c\u0431\u0445 \u041c\u0435\u043b\u044b?<\/strong><\/em><\/span><\/p>\n<p><span style=\"color: #993300;\"><em><strong>\u0412\u0430\u0436\u043d\u044b\u0435 \u0437\u0430\u043c\u0435\u0447\u0430\u043d\u0438\u044f<\/strong><\/em><\/span><br \/><span style=\"color: #993300;\"><em><strong>1. \u0414\u043b\u0438\u043d\u0430 \u043e\u0442\u0432\u0435\u0442\u0430: \u0412\u0441\u0435 \u043e\u0442\u0432\u0435\u0442\u044b \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0438\u0432\u0430\u044e\u0442\u0441\u044f 250 \u0436\u0435\u0442\u043e\u043d\u0430\u043c\u0438 (~200 \u0441\u043b\u043e\u0432), \u0447\u0442\u043e\u0431\u044b \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0442\u044c \u044f\u0441\u043d\u043e\u0441\u0442\u044c \u0438 \u0443\u043c\u0435\u0441\u0442\u043d\u043e\u0441\u0442\u044c.<\/strong><\/em><\/span><br \/><span style=\"color: #993300;\"><em><strong>2. \u041e\u0431\u043e\u0431\u0449\u0435\u043d\u043d\u044b\u0439 \u0444\u043e\u0440\u043c\u0430\u0442: \u041e\u0442\u0432\u0435\u0442\u044b \u0434\u043e\u043b\u0436\u043d\u044b \u0431\u044b\u0442\u044c \u043a\u0440\u0430\u0442\u043a\u0438\u043c\u0438, \u043f\u043e\u0434\u043e\u0431\u043d\u043e \u0442\u043e\u043c\u0443, \u043a\u0430\u043a \u0447\u0435\u043b\u043e\u0432\u0435\u043a \u043a\u0440\u0430\u0442\u043a\u043e \u0438\u0437\u043b\u0430\u0433\u0430\u0435\u0442 \u0433\u043b\u0430\u0432\u0443 \u043f\u043e \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u043c \u043f\u0443\u043d\u043a\u0442\u0430\u043c.<\/strong><\/em><\/span><br \/><span style=\"color: #993300;\"><em><strong>3. \u0420\u0435\u0433\u0443\u043b\u044f\u0440\u043d\u044b\u0435 \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u044f: \u0411\u0430\u0437\u0430 \u0437\u043d\u0430\u043d\u0438\u0439 \u043e\u0431\u043d\u043e\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0435\u0436\u0435\u0434\u043d\u0435\u0432\u043d\u043e, \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u044f \u0441\u0430\u043c\u0443\u044e \u0441\u0432\u0435\u0436\u0443\u044e \u0438 \u0442\u043e\u0447\u043d\u0443\u044e \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e.<\/strong><\/em><\/span><\/p>\n<p><span style=\"color: #993300;\"><em><strong>\u041d\u0430\u0447\u043d\u0438\u0442\u0435 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u044c, \u0438 \u043f\u0443\u0441\u0442\u044c \u0421\u0430\u0440\u0430\u0441\u0432\u0430\u0442\u0438 \u0441\u0442\u0430\u043d\u0435\u0442 \u0412\u0430\u0448\u0438\u043c \u043f\u0440\u043e\u0432\u043e\u0434\u043d\u0438\u043a\u043e\u043c \u0432 \u041c\u0430\u0445\u0430 \u041a\u0443\u043c\u0431\u0445\u0430 \u041c\u0435\u043b\u0430 2025 \u0438 \u0434\u0430\u043b\u0435\u0435!<\/strong><\/em><\/span><\/p>\n<p>[\/et_pb_accordion_item][\/et_pb_accordion][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u041e\u043a\u0443\u043d\u0438\u0442\u0435\u0441\u044c \u0432 \u043e\u043a\u0435\u0430\u043d \u0437\u043d\u0430\u043d\u0438\u0439 &#8212; \u0442\u044b\u0441\u044f\u0447\u0438 \u0441\u0442\u0440\u0430\u043d\u0438\u0446 \u0434\u043e\u0431\u0430\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u0435\u0436\u0435\u0434\u043d\u0435\u0432\u043d\u043e!\u041d\u0430\u0448\u0430 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u043f\u0435\u0440\u0435\u0434\u043e\u0432\u0443\u044e \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044e Retrieval-Augmented Generation (RAG), \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043d\u0430\u043c \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0442\u043e\u0447\u043d\u044b\u0435 \u0438 \u0440\u0435\u043b\u0435\u0432\u0430\u043d\u0442\u043d\u044b\u0435 \u043e\u0442\u0432\u0435\u0442\u044b \u0438\u0437 \u043d\u0430\u0448\u0435\u0439 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0431\u0430\u0437\u044b \u0437\u043d\u0430\u043d\u0438\u0439.To ensure security and prevent misuse or cyber attacks, it is essential to sign up before accessing Saraswati&#8217;s Knowledge Base.\u041e\u0442\u0432\u0435\u0442 \u043d\u0430 \u0437\u0430\u043f\u0440\u043e\u0441 RAG \u0437\u0430\u043d\u0438\u043c\u0430\u0435\u0442 \u043e\u043a\u043e\u043b\u043e 10-15 \u0441\u0435\u043a\u0443\u043d\u0434, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"class_list":["post-2263","page","type-page","status-publish","hentry"],"ams_acf":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.asksaraswati.com\/ru\/wp-json\/wp\/v2\/pages\/2263","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.asksaraswati.com\/ru\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.asksaraswati.com\/ru\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.asksaraswati.com\/ru\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.asksaraswati.com\/ru\/wp-json\/wp\/v2\/comments?post=2263"}],"version-history":[{"count":10,"href":"https:\/\/www.asksaraswati.com\/ru\/wp-json\/wp\/v2\/pages\/2263\/revisions"}],"predecessor-version":[{"id":5362,"href":"https:\/\/www.asksaraswati.com\/ru\/wp-json\/wp\/v2\/pages\/2263\/revisions\/5362"}],"wp:attachment":[{"href":"https:\/\/www.asksaraswati.com\/ru\/wp-json\/wp\/v2\/media?parent=2263"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}