{"id":88821,"date":"2024-12-18T18:51:38","date_gmt":"2024-12-18T15:21:38","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/de-chatbot-a-experto-industrial-construyendo-un-asistente-inteligente-con-amazon-bedrock-27a2\/"},"modified":"2024-12-18T18:51:38","modified_gmt":"2024-12-18T15:21:38","slug":"de-chatbot-a-experto-industrial-construyendo-un-asistente-inteligente-con-amazon-bedrock-27a2","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/de-chatbot-a-experto-industrial-construyendo-un-asistente-inteligente-con-amazon-bedrock-27a2\/","title":{"rendered":"\u0627\u0632 \u0686\u062a \u0628\u0627\u062a \u062a\u0627 \u0645\u062a\u062e\u0635\u0635 \u0635\u0646\u0639\u062a\u06cc: \u0633\u0627\u062e\u062a \u062f\u0633\u062a\u06cc\u0627\u0631 \u0647\u0648\u0634\u0645\u0646\u062f \u0628\u0627 \u0622\u0645\u0627\u0632\u0648\u0646 \u0628\u0633\u062a\u0631"},"content":{"rendered":"<p>Summarize this content to 400 words in Persian Lang <\/p>\n<p>  \u0627\u0646\u0642\u0644\u0627\u0628 \u062e\u0627\u0645\u0648\u0634 \u062f\u0631 \u0635\u0646\u0639\u062a \ud83c\udfed<\/p>\n<p>\u0645\u0646 \u0627\u062e\u06cc\u0631\u0627\u064b \u0628\u0627 \u06cc\u06a9\u06cc \u0627\u0632 \u0647\u0645\u06a9\u0627\u0631\u0627\u0646\u0645 \u062f\u0631 \u0645\u0648\u0631\u062f \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u06a9\u0646\u0646\u062f\u0647 \u062f\u0631 \u062a\u062c\u0647\u06cc\u0632\u0627\u062a \u0635\u0646\u0639\u062a\u06cc \u06af\u0641\u062a\u06af\u0648 \u06a9\u0631\u062f\u0645. \u062a\u062c\u0631\u0628\u0647 \u0642\u0628\u0644\u06cc \u0622\u0646\u200c\u0647\u0627 \u0628\u0627 \u0686\u062a\u200c\u0628\u0627\u062a\u200c\u0647\u0627 \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0648\u0644\u062f (\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0648\u0644\u062f) \u0631\u0636\u0627\u06cc\u062a\u200c\u0628\u062e\u0634 \u0646\u0628\u0648\u062f &#8211; \u0645\u062a\u0623\u0633\u0641\u0645\u060c \u0633\u0624\u0627\u0644 \u0634\u0645\u0627 \u0631\u0627 \u0645\u062a\u0648\u062c\u0647 \u0646\u0634\u062f\u0645\u00bb \u0631\u0627\u06cc\u062c\u200c\u062a\u0631\u06cc\u0646 \u067e\u0627\u0633\u062e \u0628\u0648\u062f. \u0627\u06cc\u0646 \u06af\u0641\u062a\u06af\u0648 \u0628\u0647 \u0645\u0646 \u0627\u0646\u06af\u06cc\u0632\u0647 \u062f\u0627\u062f \u062a\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u0645 \u06a9\u0647 \u0622\u06cc\u0627 \u0686\u0634\u0645 \u0627\u0646\u062f\u0627\u0632 \u062f\u0631 \u062f\u0633\u0627\u0645\u0628\u0631 2024 \u062a\u063a\u06cc\u06cc\u0631 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a \u06cc\u0627 \u062e\u06cc\u0631\u060c \u0628\u0627 \u062a\u0631\u06a9\u06cc\u0628 Amazon Bedrock Agents \u0628\u0627 API \u0647\u0627\u06cc \u0635\u0646\u0639\u062a\u06cc \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0631\u0627\u0647 \u062d\u0644 \u0648\u0627\u0642\u0639\u0627 \u0645\u0641\u06cc\u062f.<\/p>\n<p>\u0627\u0648\u0644\u06cc\u0646 \u062a\u062c\u0631\u0628\u0647 \u0645\u0646 \u0627\u0632 \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0635\u0646\u0639\u062a \u0686\u0634\u0645 \u0628\u0627\u0632 \u0628\u0648\u062f. \u0647\u0645\u06a9\u0627\u0631 \u0645\u0646 \u062a\u0648\u0636\u06cc\u062d \u0645\u06cc\u200c\u062f\u0627\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u062d\u0633\u06af\u0631\u0647\u0627\u06cc \u0645\u062a\u0639\u062f\u062f\u06cc \u062f\u0627\u0631\u0646\u062f \u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 24\/7 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u060c \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627\u06cc \u0645\u062a\u0639\u062f\u062f\u060c \u0627\u0645\u0627 \u0647\u0646\u0648\u0632 \u0628\u0631\u0627\u06cc \u062a\u0641\u0633\u06cc\u0631 \u0647\u0645\u0647 \u0686\u06cc\u0632 \u0628\u0647 \u062a\u062e\u0635\u0635 \u0627\u0646\u0633\u0627\u0646\u06cc \u062a\u06a9\u06cc\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. <\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0627\u06cc\u0646 \u062a\u0639\u0627\u0645\u0644 \u0631\u0627 \u0628\u0627 \u062f\u0633\u062a\u06cc\u0627\u0631 \u0635\u0646\u0639\u062a\u06cc \u062e\u0648\u062f \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u062a\u0636\u0627\u062f \u0631\u0627 \u062f\u0631\u06a9 \u06a9\u0646\u06cc\u0645:<\/p>\n<p>Operador: &#8220;\u00bfHay alguna novedad en los dispositivos de la planta?&#8221;<\/p>\n<p>Asistente: &#8220;S\u00ed, hay novedades importantes que requieren atenci\u00f3n:<\/p>\n<p>\ud83d\udd34 Situaciones Cr\u00edticas:<br \/>\n&#8211; Turbina EQ-003 (Planta Norte): Estado cr\u00edtico<br \/>\n&#8211; Motor EQ-004 (Planta Sur): Estado cr\u00edtico<\/p>\n<p>\ud83d\udfe1 Situaci\u00f3n de Advertencia:<br \/>\n&#8211; Bomba EQ-001 (Planta Norte): Estado de advertencia<\/p>\n<p>\ud83d\udfe2 Operaci\u00f3n Normal:<br \/>\n&#8211; Turbina EQ-002 (Planta Oeste)<br \/>\n&#8211; Compresor EQ-005 (Planta Oeste)<\/p>\n<p>Se recomienda una revisi\u00f3n inmediata de los equipos en estado cr\u00edtico, especialmente<br \/>\nla turbina EQ-003 y el motor EQ-004.&#8221;<\/p>\n<p>    \u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/p>\n<p>    \u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/p>\n<p>\u0627\u06cc\u0646 \u0633\u0637\u062d \u0627\u0632 \u062f\u0631\u06a9 \u0632\u0645\u06cc\u0646\u0647\u200c\u0627\u06cc \u0648 \u062a\u062d\u0644\u06cc\u0644 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u06a9\u0646\u0646\u062f\u0647 \u062f\u0642\u06cc\u0642\u0627\u064b \u0647\u0645\u0627\u0646 \u0686\u06cc\u0632\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u0645\u0631\u0648\u0632 \u062e\u0648\u0627\u0647\u06cc\u0645 \u0633\u0627\u062e\u062a. \u0628\u0627 Amazon Bedrock Agents\u060c \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0647\u0631 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u0647\u200c\u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0646\u0648\u0622\u0648\u0631\u06cc \u0639\u0644\u0627\u0642\u0647 \u062f\u0627\u0631\u062f.<\/p>\n<p>  \u0647\u0646\u0631 API \u062f\u0648\u0633\u062a\u062f\u0627\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc: \u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u0627\u0633\u062a\u0631\u0627\u062d\u062a \u0633\u0646\u062a\u06cc \ud83c\udfaf<\/p>\n<p>\u0632\u0645\u0627\u0646\u06cc \u0631\u0627 \u0628\u0647 \u06cc\u0627\u062f \u062f\u0627\u0631\u06cc\u062f \u06a9\u0647 \u0645\u0627 API \u0647\u0627 \u0631\u0627 \u0641\u0642\u0637 \u0628\u0627 \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0646 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0627\u0646\u0633\u0627\u0646\u06cc \u0637\u0631\u0627\u062d\u06cc \u06a9\u0631\u062f\u06cc\u0645\u061f \u0633\u0627\u0644\u200c\u0647\u0627\u060c \u0645\u0646 \u062e\u0648\u062f\u0645 \u0631\u0627 \u0648\u0642\u0641 \u0627\u06cc\u062c\u0627\u062f\u060c \u0628\u0631\u0631\u0633\u06cc \u0648 \u062a\u0646\u0638\u06cc\u0645 \u0646\u0642\u0627\u0637 \u067e\u0627\u06cc\u0627\u0646\u06cc RESTful \u0628\u0627 \u067e\u06cc\u0631\u0648\u06cc \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0634\u06cc\u0648\u0647\u200c\u0647\u0627 \u06a9\u0631\u062f\u0647\u200c\u0627\u0645. \u06cc\u06a9\u06cc \u0627\u0632 \u0628\u0627 \u0627\u0631\u0632\u0634\u200c\u062a\u0631\u06cc\u0646 \u0622\u0645\u0648\u062e\u062a\u0647\u200c\u0647\u0627 \u0627\u06cc\u0646 \u0628\u0648\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u062f\u0642\u06cc\u0642 \u0641\u0642\u0637 \u062a\u0645\u0631\u06cc\u0646 \u062e\u0648\u0628 \u0646\u06cc\u0633\u062a\u060c \u0628\u0644\u06a9\u0647 \u0628\u0631\u0627\u06cc \u0645\u0648\u0641\u0642\u06cc\u062a \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a.<\/p>\n<p>\u0627\u0648\u0644\u06cc\u0646 \u062a\u0644\u0627\u0634 \u0645\u0646 \u0628\u0631\u0627\u06cc \u0627\u062a\u0635\u0627\u0644 \u06cc\u06a9 \u0639\u0627\u0645\u0644 \u0628\u0627 \u06cc\u06a9 API \u0645\u0633\u062a\u0646\u062f \u0636\u0639\u06cc\u0641 \u0641\u0627\u0634 \u06a9\u0646\u0646\u062f\u0647 \u0628\u0648\u062f. \u0645\u062b\u0644 \u062a\u0645\u0627\u0634\u0627\u06cc \u06cc\u06a9 \u0645\u0647\u0646\u062f\u0633 \u062c\u062f\u06cc\u062f \u0628\u0648\u062f \u06a9\u0647 \u0633\u0639\u06cc \u0645\u06cc\u200c\u06a9\u0631\u062f \u06cc\u06a9 \u067e\u0627\u06cc\u0647 \u06a9\u062f \u0631\u0627 \u0628\u062f\u0648\u0646 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u062f\u0631\u06a9 \u06a9\u0646\u062f. \u0645\u0627\u0645\u0648\u0631 \u062f\u0642\u06cc\u0642\u0627\u064b \u0647\u0645\u0627\u0646 \u0631\u0641\u062a\u0627\u0631 \u0631\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f: \u06af\u06cc\u062c \u0648 \u062a\u0635\u0645\u06cc\u0645\u0627\u062a \u0636\u0639\u06cc\u0641.<\/p>\n<p>\u0627\u06cc\u0646 \u062a\u062c\u0631\u0628\u0647 \u06cc\u06a9 \u062d\u0642\u06cc\u0642\u062a \u0627\u0633\u0627\u0633\u06cc \u0631\u0627 \u062a\u0642\u0648\u06cc\u062a \u06a9\u0631\u062f: <\/p>\n<p>\u0645\u0633\u062a\u0646\u062f\u0633\u0627\u0632\u06cc \u0633\u0646\u06af \u0628\u0646\u0627\u06cc \u0637\u0631\u0627\u062d\u06cc \u0645\u0627 \u0627\u0633\u062a. <\/p>\n<p>\u0645\u0627 \u062f\u06cc\u06af\u0631 \u0641\u0642\u0637 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0627\u0646\u0633\u0627\u0646\u06cc \u0637\u0631\u0627\u062d\u06cc \u0646\u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645\u060c \u0628\u0644\u06a9\u0647 \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0637\u0631\u0627\u062d\u06cc \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u0624\u062b\u0631 \u0628\u0647 \u0632\u0645\u06cc\u0646\u0647 \u063a\u0646\u06cc \u0648 \u0645\u0639\u0646\u0627\u062f\u0627\u0631 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u062f.<\/p>\n<p>  \u06cc\u06a9 API \u0627\u0642\u062a\u0628\u0627\u0633 \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \ud83c\udfd7\ufe0f<\/p>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0633\u062a\u0646\u0628\u0627\u0637 \u06a9\u0646\u06cc\u062f\u060c \u0645\u0648\u0641\u0642\u06cc\u062a \u06cc\u06a9 API \u0633\u0627\u0632\u06af\u0627\u0631 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631 \u0627\u0633\u0627\u0633 \u06cc\u06a9 \u0639\u0646\u0635\u0631 \u0627\u0633\u0627\u0633\u06cc \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a: \u0645\u0633\u062a\u0646\u062f\u0633\u0627\u0632\u06cc. \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0627\u0633\u0646\u0627\u062f \u0645\u0627 \u0628\u0631\u0627\u06cc \u0628\u0631\u0622\u0648\u0631\u062f\u0646 \u0627\u06cc\u0646 \u0646\u06cc\u0627\u0632\u0647\u0627 \u062a\u06a9\u0627\u0645\u0644 \u0645\u06cc \u06cc\u0627\u0628\u062f:<\/p>\n<p>  \u0632\u0645\u06cc\u0646\u0647 \u063a\u0646\u06cc \u0648 \u0645\u0639\u0646\u0627\u062f\u0627\u0631 \ud83d\udcda<\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u062f\u0648 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u0633\u0646\u0627\u062f API \u0645\u0642\u0627\u06cc\u0633\u0647 \u06a9\u0646\u06cc\u0645:<\/p>\n<p>\u0631\u0648\u06cc\u06a9\u0631\u062f \u0633\u0646\u062a\u06cc:<\/p>\n<p>\/sensors\/temp:<br \/>\n  get:<br \/>\n    summary: &#8220;Obtener temperatura&#8221;<br \/>\n    responses:<br \/>\n      200:<br \/>\n        description: &#8220;\u00c9xito&#8221;<\/p>\n<p>    \u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/p>\n<p>    \u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/p>\n<p>\u0631\u0648\u06cc\u06a9\u0631\u062f \u063a\u0646\u06cc \u0628\u0631\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc:<\/p>\n<p>\/equipment\/{id}\/health:<br \/>\n  get:<br \/>\n    description: |<br \/>\n      Eval\u00faa el estado integral del equipo considerando m\u00faltiples factores:<br \/>\n      &#8211; M\u00e9tricas actuales comparadas con rangos hist\u00f3ricos normales<br \/>\n      &#8211; Patrones de degradaci\u00f3n y similitud con fallos previos<br \/>\n      &#8211; Contexto operacional (carga, ambiente, mantenimientos)<\/p>\n<p>      Use este endpoint cuando necesite:<br \/>\n      1. Evaluaci\u00f3n completa del estado de salud del equipo<br \/>\n      2. Predicci\u00f3n temprana de fallos potenciales<br \/>\n      3. Recomendaciones de mantenimiento preventivo<\/p>\n<p>      La respuesta incluye no solo datos crudos, sino interpretaci\u00f3n<br \/>\n      contextual y recomendaciones accionables.<\/p>\n<p>    \u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/p>\n<p>    \u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/p>\n<p>\u0622\u06cc\u0627 \u0645\u062a\u0648\u062c\u0647 \u062a\u0641\u0627\u0648\u062a \u0645\u06cc \u0634\u0648\u06cc\u062f\u061f \u0646\u0633\u062e\u0647 \u062f\u0648\u0645 \u0646\u0647 \u062a\u0646\u0647\u0627 \u0628\u0647 \u062a\u0648\u0635\u06cc\u0641 \u0686\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u062f\u060c \u0628\u0644\u06a9\u0647 WHY \u0648 WHEN \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0631\u0627 \u062a\u0648\u0636\u06cc\u062d \u0645\u06cc\u200c\u062f\u0647\u062f. \u0627\u06cc\u0646 \u0645\u0627\u0646\u0646\u062f \u0627\u0631\u0627\u0626\u0647 \u06cc\u06a9 \u062f\u0641\u062a\u0631\u0686\u0647 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a \u06a9\u0627\u0645\u0644 \u0628\u0647 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0645\u0627 \u0627\u0633\u062a.\u0646\u0645\u0648\u0646\u0647 \u06a9\u0627\u0645\u0644 API \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u062f. {:target=&#8221;_blank&#8221;}<\/p>\n<p>  \u0642\u062f\u0631\u062a \u06af\u0631\u0648\u0647 \u0647\u0627\u06cc \u0639\u0645\u0644: \u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \ud83c\udfd7\ufe0f<\/p>\n<p>\u0627\u06cc\u062c\u0627\u062f \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0645\u0627 \u0628\u0627 \u06cc\u06a9 \u0645\u0631\u062d\u0644\u0647 \u0627\u0633\u0627\u0633\u06cc \u0634\u0631\u0648\u0639 \u0645\u06cc \u0634\u0648\u062f. \u0627\u0632 \u06a9\u0646\u0633\u0648\u0644 AWS\u060c \u0646\u0627\u0645 \u0648 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u0639\u0646\u06cc\u200c\u062f\u0627\u0631\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0639\u0627\u0645\u0644 \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645. \u062a\u0648\u062c\u0647 \u0628\u0647 \u0627\u06cc\u0646 \u0646\u06a9\u062a\u0647 \u0645\u0647\u0645 \u0627\u0633\u062a \u06a9\u0647 \u06cc\u06a9 \u0648\u06cc\u0698\u06af\u06cc \u0628\u0631\u0627\u06cc \u0641\u0639\u0627\u0644 \u06a9\u0631\u062f\u0646 \u0647\u0645\u06a9\u0627\u0631\u06cc \u0686\u0646\u062f \u0639\u0627\u0645\u0644\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f &#8211; \u06cc\u06a9 \u0648\u06cc\u0698\u06af\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0645\u0642\u0627\u0644\u0647 \u0622\u06cc\u0646\u062f\u0647 \u0628\u0631\u0631\u0633\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.<\/p>\n<p>\u0634\u06a9\u0644 1: \u0631\u0627\u0628\u0637 \u0627\u06cc\u062c\u0627\u062f \u0639\u0627\u0645\u0644 \u062c\u062f\u06cc\u062f \u062f\u0631 AWS Bedrock\u060c \u06af\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f<\/p>\n<p>\u0645\u0631\u062d\u0644\u0647 \u0645\u0647\u0645 \u0628\u0639\u062f\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u062f\u0644 \u067e\u0627\u06cc\u0647 \u0648 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0647\u0627\u06cc \u067e\u0627\u06cc\u0647 \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u0645\u0648\u0631\u062f \u0645\u0627\u060c \u0645\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc \u06a9\u0646\u06cc\u0645 Anthropic Claude 3.5 Sonnet v2\u060c \u0645\u062f\u0644\u06cc \u06a9\u0647 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0638\u0631\u0641\u06cc\u062a \u062e\u0648\u062f \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0645\u062a\u0646\u06cc \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0641\u0646\u06cc \u0628\u0631\u062c\u0633\u062a\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u0634\u06a9\u0644 2: \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u062f\u0644 \u067e\u0627\u06cc\u0647 \u0648 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0647\u0627\u06cc \u067e\u0627\u06cc\u0647<\/p>\n<p>\u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0647\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0628\u0647 \u0639\u0627\u0645\u0644 \u062d\u06cc\u0627\u062a\u06cc \u0627\u0633\u062a \u0632\u06cc\u0631\u0627 \u0686\u0627\u0631\u0686\u0648\u0628\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u0645\u0627\u0645 \u062a\u0639\u0627\u0645\u0644\u0627\u062a \u0622\u062a\u06cc \u0622\u0646 \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u067e\u0633 \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u0628\u0627\u0631 \u062a\u06a9\u0631\u0627\u0631\u060c \u0627\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644\u200c\u0647\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0634\u062f\u0647\u200c\u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0645:<\/p>\n<p>Como especialista en monitoreo industrial, tu funci\u00f3n principal es proporcionar an\u00e1lisis precisos y recomendaciones t\u00e9cnicas utilizando un tono profesional y directo. Al interactuar con los usuarios:<br \/>\n1. Prioriza la precisi\u00f3n t\u00e9cnica en tus respuestas<br \/>\n2. Comunica los problemas y recomendaciones de manera clara y estructurada<br \/>\n3. Utiliza terminolog\u00eda industrial est\u00e1ndar<br \/>\n4. Mant\u00e9n un tono formal y objetivo<br \/>\n5. Proporciona siempre el contexto necesario para tus recomendaciones<br \/>\n6. Responde con datos cuantitativos cuando est\u00e9n disponibles<br \/>\n7. Al detectar anomal\u00edas, proporciona explicaciones t\u00e9cnicas detalladas<br \/>\n8. Presenta las recomendaciones de mantenimiento en orden de prioridad<br \/>\n9. Tus respuestas deben ser suficiente claras y detalladas.<br \/>\nAl manejar alertas o situaciones cr\u00edticas:<br \/>\n&#8211; Comunica la urgencia de manera profesional sin causar alarma innecesaria<br \/>\n&#8211; Proporciona pasos de acci\u00f3n claros y concisos<br \/>\n&#8211; Incluye siempre los valores de referencia relevantes<br \/>\n&#8211; Contextualiza las recomendaciones con datos hist\u00f3ricos cuando sea pertinente<br \/>\n&#8211; Usa emojis para niveles de urgencia (\ud83d\udd34, \ud83d\udfe1, \ud83d\udfe2)<\/p>\n<p>    \u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/p>\n<p>    \u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0646\u06a9\u062a\u0647: \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0647\u0627\u06cc \u067e\u0627\u06cc\u0647 \u062e\u0648\u062f \u0631\u0627 \u0622\u0632\u0645\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0645\u0646\u0627\u0633\u0628 \u062a\u0631\u06cc\u0646 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0645\u0627 \u0628\u0627\u0634\u062f.<\/p>\n<p>\u0627\u06a9\u0646\u0648\u0646 \u0628\u0647 \u06cc\u06a9 \u0645\u0631\u062d\u0644\u0647 \u062d\u06cc\u0627\u062a\u06cc \u0645\u06cc \u0631\u0633\u06cc\u0645: \u0627\u06cc\u062c\u0627\u062f \u062e\u0648\u062f\u0645\u0627\u0646 \u06af\u0631\u0648\u0647 \u0627\u0642\u062f\u0627\u0645. \u0627\u06cc\u0646 \u06af\u0631\u0648\u0647 \u0647\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u0639\u0627\u0645\u0644 \u0645\u0627 \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u06a9\u0646\u0646\u062f\u060c \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f \u00ab\u062a\u06cc\u0645 \u062a\u062d\u0644\u06cc\u0644\u00bb.<\/p>\n<p>\u06a9\u0646\u0633\u0648\u0644 \u062f\u0648 \u0631\u0648\u0634 \u0631\u0627 \u0628\u0631\u0627\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06af\u0631\u0648\u0647\u200c\u0647\u0627\u06cc \u0627\u06a9\u0634\u0646 \u0628\u0647 \u0645\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f:<\/p>\n<p>\u0637\u0631\u062d\u0648\u0627\u0631\u0647 OpenAPI: \u0631\u0648\u06cc\u06a9\u0631\u062f \u062a\u0631\u062c\u06cc\u062d\u06cc \u0645\u0646 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0627\u0633\u062a\u062d\u06a9\u0627\u0645 \u0648 \u0633\u0627\u062e\u062a\u0627\u0631 \u0622\u0646. \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0628\u0647 \u0645\u0627 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0635\u0631\u06cc\u062d \u0647\u0631 \u0639\u0645\u0644\u06cc\u0627\u062a API \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u0645 \u0648 \u06cc\u06a9 \u0642\u0631\u0627\u0631\u062f\u0627\u062f \u0648\u0627\u0636\u062d \u0628\u06cc\u0646 \u0639\u0627\u0645\u0644 \u062e\u0648\u062f \u0648 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0635\u0646\u0639\u062a\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645.<br \/>\n\u062c\u0632\u0626\u06cc\u0627\u062a \u0639\u0645\u0644\u06a9\u0631\u062f: \u06cc\u06a9 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0645\u0633\u062a\u0642\u06cc\u0645 \u062a\u0631\u060c \u0627\u06cc\u062f\u0647 \u0622\u0644 \u0628\u0631\u0627\u06cc \u062a\u0639\u0631\u06cc\u0641 \u0635\u0631\u06cc\u062d \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u06cc\u06a9 \u0645\u0633\u06cc\u0631 \u0633\u0627\u062f\u0647 \u062a\u0631 \u0648 \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631\u06cc \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u0627\u062c\u0631\u0627\u06cc \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0646\u06a9\u062a\u0647: \u0627\u0646\u062a\u062e\u0627\u0628 \u0628\u06cc\u0646 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0647\u0627 \u0628\u0647 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u067e\u0631\u0648\u0698\u0647 \u0634\u0645\u0627 \u0628\u0633\u062a\u06af\u06cc \u062f\u0627\u0631\u062f. \u0637\u0631\u062d OpenAPI \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u0627\u06cc \u06a9\u0647 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u06a9\u0646\u062a\u0631\u0644 \u06af\u0631\u0627\u0646\u0648\u0644 \u062f\u0627\u0631\u0646\u062f\u060c \u0628\u0631\u062a\u0631\u06cc \u0645\u06cc\u200c\u06cc\u0627\u0628\u062f\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u062c\u0632\u0626\u06cc\u0627\u062a \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u0633\u0631\u06cc\u0639 \u06cc\u0627 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0633\u0627\u062f\u0647\u200c\u062a\u0631 \u0627\u06cc\u062f\u0647\u200c\u0622\u0644 \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p>\u0634\u06a9\u0644 3: \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06af\u0631\u0648\u0647 \u0627\u0642\u062f\u0627\u0645 \u06a9\u0647 \u06af\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0628\u0631\u0627\u06cc \u0627\u062f\u063a\u0627\u0645 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f<\/p>\n<p>\u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u0627\u060c \u0628\u0627 \u0628\u0647\u0631\u0647 \u06af\u06cc\u0631\u06cc \u0627\u0632 \u0627\u0633\u0646\u0627\u062f OpenAPI \u0645\u0648\u062c\u0648\u062f\u060c \u06af\u0632\u06cc\u0646\u0647 \u0627\u0648\u0644 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u06cc\u0645. \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06af\u0631\u0648\u0647 \u0639\u0645\u0644 \u0633\u0647 \u0645\u0633\u06cc\u0631 \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06a9\u0627\u0631\u0628\u0631 \u0628\u0647 \u0645\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<p>\u06cc\u06a9 \u062a\u0627\u0628\u0639 Lambda \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f: \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u06cc\u06a9 \u062a\u0627\u0628\u0639 Lambda \u062c\u062f\u06cc\u062f \u0627\u0632 \u0627\u0628\u062a\u062f\u0627 \u0628\u0627 \u06cc\u06a9 \u06a9\u062f \u0645\u062b\u0627\u0644 \u067e\u0627\u06cc\u0647 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f.<br \/>\n\u0627\u062f\u063a\u0627\u0645 \u0644\u0627\u0645\u0628\u062f\u0627: \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0628\u0647 \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u0633\u0641\u0627\u0631\u0634\u06cc Lambda \u0645\u062a\u0635\u0644 \u0634\u0648\u06cc\u062f \u06a9\u0647 \u0634\u0627\u0645\u0644 \u062a\u0645\u0627\u0645 \u0645\u0646\u0637\u0642 \u062a\u062c\u0627\u0631\u06cc \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0622\u0646 \u06af\u0631\u0648\u0647 \u0627\u0632 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u0627\u0633\u062a.<br \/>\n\u06a9\u0646\u062a\u0631\u0644 \u0628\u0631\u06af\u0634\u062a: \u06cc\u06a9 \u06af\u0632\u06cc\u0646\u0647 \u0633\u0627\u062f\u0647 \u062a\u0631 \u06a9\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0648\u0627\u0628\u0639 Lambda\u060c \u0628\u0627\u0632\u06af\u0631\u062f\u0627\u0646\u062f\u0646 \u06a9\u0646\u062a\u0631\u0644 \u0648 \u0627\u0631\u0633\u0627\u0644 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u06cc\u0645 \u062f\u0631 \u067e\u0627\u0633\u062e &#8220;InvokeAgent&#8221; \u0631\u0627 \u0646\u0627\u062f\u06cc\u062f\u0647 \u0645\u06cc \u06af\u06cc\u0631\u062f.<\/p>\n<p>\u0634\u06a9\u0644 4: \u06af\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06a9\u0647 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0633\u0627\u0632\u06cc \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f<\/p>\n<p>  \u0627\u062c\u0631\u0627\u06cc \u062a\u0627\u0628\u0639 \u0644\u0627\u0645\u0628\u062f\u0627 \ud83d\udee0\ufe0f<\/p>\n<p>\u0628\u0631\u0627\u06cc \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc\u060c \u0627\u0648\u0644\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u06cc\u0645 \u0648 \u0627\u0632 \u06cc\u06a9 \u062a\u0627\u0628\u0639 Lambda \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u06cc\u0645. \u062f\u0631 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u067e\u0627\u06cc\u06cc\u0646\u200c\u062a\u0631\u060c \u0645\u0627 \u0637\u0631\u062d API \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0642\u0627\u0644\u0628 YAML \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u0648 \u0633\u0627\u062e\u062a\u0627\u0631 \u0627\u0631\u062a\u0628\u0627\u0637\u06cc \u0628\u06cc\u0646 \u0639\u0627\u0645\u0644 \u0648 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0635\u0646\u0639\u062a\u06cc \u062e\u0648\u062f \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u062a\u0627\u0628\u0639 Lambda \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0686\u0627\u0631\u0686\u0648\u0628 \u067e\u0627\u06cc\u0647\u200c\u0627\u06cc \u0631\u0627 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0645\u0627 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0622\u0646 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u062e\u0627\u0635 \u062e\u0648\u062f \u06af\u0633\u062a\u0631\u0634 \u062f\u0647\u06cc\u0645. \u0627\u06cc\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u067e\u0644\u06cc \u0628\u06cc\u0646 \u0639\u0627\u0645\u0644 \u0647\u0648\u0634\u0645\u0646\u062f \u0645\u0627 \u0648 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0635\u0646\u0639\u062a\u06cc \u062e\u0627\u0631\u062c\u06cc \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0646\u06a9\u062a\u0647: \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f\u060c \u0627\u062c\u0631\u0627\u06cc \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0627\u0631\u062a\u062c\u0627\u0639\u06cc \u0645\u0627\u0646\u0646\u062f Circuit Breaker\u060c Timeouts \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u062e\u0637\u0627\u06cc \u0642\u0648\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a.<\/p>\n<p>\u062f\u0631 \u0632\u06cc\u0631 \u0627\u062c\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647 \u062a\u0627\u0628\u0639 \u0644\u0627\u0645\u0628\u062f\u0627 \u0622\u0645\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<p>import json<br \/>\nimport urllib3<br \/>\nimport os<br \/>\nfrom urllib.parse import urljoin<\/p>\n<p>def process_api_path(api_path, parameters):<br \/>\n    &#8220;&#8221;&#8221;<br \/>\n    Processes the apiPath by replacing variables {variable} with their corresponding values<br \/>\n    from the parameters list.<br \/>\n    &#8220;&#8221;&#8221;<br \/>\n    processed_path = api_path<br \/>\n    for param in parameters:<br \/>\n        placeholder = &#8216;{&#8216; + param[&#8216;name&#8217;] + &#8216;}&#8217;<br \/>\n        if placeholder in processed_path:<br \/>\n            processed_path = processed_path.replace(placeholder, str(param[&#8216;value&#8217;]))<br \/>\n            print(f&#8221;Replaced parameter {param[&#8216;name&#8217;]} with value {param[&#8216;value&#8217;]}&#8221;)<br \/>\n    return processed_path<\/p>\n<p>def lambda_handler(event, context):<br \/>\n    # Extract event data<br \/>\n    agent = event[&#8216;agent&#8217;]\n    actionGroup = event[&#8216;actionGroup&#8217;]\n    apiPath = event[&#8216;apiPath&#8217;]\n    httpMethod = event[&#8216;httpMethod&#8217;]\n    parameters = event.get(&#8216;parameters&#8217;, [])<br \/>\n    requestBody = event.get(&#8216;requestBody&#8217;, {})<\/p>\n<p>    # Define base URL &#8211; ensure it doesn&#8217;t end with a slash<br \/>\n    BASE_URL = &#8220;https:\/\/MYENDPOINT.execute-api.us-east-1.amazonaws.com\/dev&#8221;<\/p>\n<p>    try:<br \/>\n        # Process the apiPath replacing variables<br \/>\n        processed_path = process_api_path(apiPath, parameters)<\/p>\n<p>        # Construct the full URL &#8211; handling the slashes properly<br \/>\n        # Remove leading slash from processed_path if it exists to prevent double slashes<br \/>\n        processed_path = processed_path.lstrip(&#8216;\/&#8217;)<br \/>\n        full_url = f&#8221;{BASE_URL}\/{processed_path}&#8221;<\/p>\n<p>        # Create HTTP pool manager<br \/>\n        http = urllib3.PoolManager()<\/p>\n<p>        # Make the GET request<br \/>\n        response = http.request(&#8216;GET&#8217;, full_url)<\/p>\n<p>        # Parse JSON response<br \/>\n        response_data = json.loads(response.data.decode(&#8216;utf-8&#8217;))<\/p>\n<p>        # Construct response body<br \/>\n        responseBody = {<br \/>\n            &#8220;application\/json&#8221;: {<br \/>\n                &#8220;body&#8221;: response_data<br \/>\n            }<br \/>\n        }<\/p>\n<p>        # Build final response<br \/>\n        action_response = {<br \/>\n            &#8216;actionGroup&#8217;: actionGroup,<br \/>\n            &#8216;apiPath&#8217;: apiPath,<br \/>\n            &#8216;httpMethod&#8217;: httpMethod,<br \/>\n            &#8216;httpStatusCode&#8217;: response.status,<br \/>\n            &#8216;responseBody&#8217;: responseBody<br \/>\n        }<\/p>\n<p>        api_response = {<br \/>\n            &#8216;response&#8217;: action_response,<br \/>\n            &#8216;messageVersion&#8217;: event[&#8216;messageVersion&#8217;]\n        }<\/p>\n<p>        return api_response<\/p>\n<p>    except Exception as e:<br \/>\n        print(f&#8221;Error occurred: {str(e)}&#8221;)<br \/>\n        if &#8216;full_url&#8217; in locals():<br \/>\n            print(f&#8221;Failed URL was: {full_url}&#8221;)<\/p>\n<p>        error_response = {<br \/>\n            &#8216;actionGroup&#8217;: actionGroup,<br \/>\n            &#8216;apiPath&#8217;: apiPath,<br \/>\n            &#8216;httpMethod&#8217;: httpMethod,<br \/>\n            &#8216;httpStatusCode&#8217;: 500,<br \/>\n            &#8216;responseBody&#8217;: {<br \/>\n                &#8220;application\/json&#8221;: {<br \/>\n                    &#8220;body&#8221;: f&#8221;Error calling API: {str(e)}&#8221;<br \/>\n                }<br \/>\n            }<br \/>\n        }<\/p>\n<p>        return {<br \/>\n            &#8216;response&#8217;: error_response,<br \/>\n            &#8216;messageVersion&#8217;: event[&#8216;messageVersion&#8217;]\n        }<\/p>\n<p>    \u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/p>\n<p>    \u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/p>\n<p>\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u06a9\u0627\u0645\u0644 \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u062c\u0631\u0627\u06cc \u062a\u0648\u0627\u0628\u0639 Lambda \u0628\u0631\u0627\u06cc Bedrock Agents \u062f\u0631 \u0627\u0633\u0646\u0627\u062f \u0631\u0633\u0645\u06cc AWS \u0645\u0648\u062c\u0648\u062f \u0627\u0633\u062a{:target=&#8221;_blank&#8221;}.<\/p>\n<p>  \u0647\u0646\u0631 \u0627\u0633\u062a\u0646\u062a\u0627\u062c: \u062f\u0633\u062a\u06cc\u0627\u0631 \u0645\u0627 \u0686\u06af\u0648\u0646\u0647 \u0641\u06a9\u0631 \u0645\u06cc \u06a9\u0646\u062f \ud83e\udde0<\/p>\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u062c\u0630\u0627\u0628\u200c\u062a\u0631\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631 \u0628\u0627 Bedrock Agents\u060c \u0645\u0634\u0627\u0647\u062f\u0647 \u0641\u0631\u0622\u06cc\u0646\u062f \u062a\u0641\u06a9\u0631 \u062f\u0633\u062a\u06cc\u0627\u0631 \u0645\u0627 \u0627\u0633\u062a. \u0628\u06cc\u0627\u06cc\u06cc\u062f \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u06cc\u06a9 \u0633\u0648\u0627\u0644 \u0628\u0647 \u0638\u0627\u0647\u0631 \u0633\u0627\u062f\u0647 \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<p>Usuario: &#8220;\u00bfC\u00f3mo est\u00e1 el compresor COMP-101?&#8221;<\/p>\n<p>    \u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/p>\n<p>    \u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/p>\n<p>\u0627\u06cc\u0646 \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0645\u0633\u062a\u062d\u0642 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0642\u06cc\u0642 \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p>\u0634\u06a9\u0644 5: \u06a9\u0646\u0633\u0648\u0644 \u062a\u0633\u062a Bedrock Agent \u06a9\u0647 \u0641\u0631\u0622\u06cc\u0646\u062f \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0628\u0644\u0627\u062f\u0631\u0646\u06af \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f<\/p>\n<p>  \u0627\u0646\u062a\u062e\u0627\u0628 \u0647\u0648\u0634\u0645\u0646\u062f \u0633\u0647\u0627\u0645 \u26a1<\/p>\n<p>\u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0628\u0633\u062a\u0631\u06a9 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647 \u0627\u0633\u062a. \u0633\u06cc\u0633\u062a\u0645 \u0628\u0647 \u0637\u0648\u0631 \u062f\u0642\u06cc\u0642 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0627 API \u0647\u0627\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0634\u062f\u0647 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u062a\u0634\u062e\u06cc\u0635 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0628\u0627\u06cc\u062f \u062f\u0648 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0644\u0627\u0632\u0645 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0634\u06a9\u0644 6: \u0641\u0631\u0622\u06cc\u0646\u062f \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648 \u0627\u0646\u062a\u062e\u0627\u0628 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u062a\u0648\u0633\u0637 \u0639\u0627\u0645\u0644<\/p>\n<p>\u062f\u0642\u062a \u062f\u0631 \u0627\u0631\u0633\u0627\u0644 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 \u0646\u062a\u0627\u06cc\u062c \u0645\u0631\u062a\u0628\u0637 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a:<\/p>\n<p>\u0634\u06a9\u0644 7: \u062c\u0632\u0626\u06cc\u0627\u062a \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc API \u06a9\u0647 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0634\u062f\u0647 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f<\/p>\n<p>\u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u0632 API \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u0633\u0627\u062e\u062a\u0627\u0631\u0645\u0646\u062f \u0648 \u063a\u0646\u06cc \u0627\u0632 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0647\u0633\u062a\u0646\u062f:<\/p>\n<p>{<br \/>\n  &#8220;observation&#8221;: [<br \/>\n    {<br \/>\n      &#8220;actionGroupInvocationOutput&#8221;: {<br \/>\n        &#8220;text&#8221;: {<br \/>\n          &#8220;timestamp&#8221;: &#8220;2024-12-16T18:53:15.831388624&#8221;,<br \/>\n          &#8220;currentMetrics&#8221;: {<br \/>\n            &#8220;temperature&#8221;: {<br \/>\n              &#8220;value&#8221;: 58.793772275518556,<br \/>\n              &#8220;status&#8221;: &#8220;warning&#8221;,<br \/>\n              &#8220;normalRange&#8221;: {<br \/>\n                &#8220;min&#8221;: 45.0,<br \/>\n                &#8220;max&#8221;: 75.0<br \/>\n              },<br \/>\n              &#8220;trend&#8221;: null<br \/>\n            },<br \/>\n            &#8220;vibration&#8221;: {<br \/>\n              &#8220;value&#8221;: 0.6886295012687516,<br \/>\n              &#8220;status&#8221;: &#8220;normal&#8221;,<br \/>\n              &#8220;normalRange&#8221;: null,<br \/>\n              &#8220;trend&#8221;: &#8220;stable&#8221;<br \/>\n            }<br \/>\n          },<br \/>\n          &#8220;trends&#8221;: {<br \/>\n            &#8220;degradationRate&#8221;: 0.3135457243666949,<br \/>\n            &#8220;predictedFailureTime&#8221;: &#8220;2025-01-15T18:53:15.831500657&#8221;<br \/>\n          },<br \/>\n          &#8220;recommendations&#8221;: [<br \/>\n            {<br \/>\n              &#8220;priority&#8221;: &#8220;medium&#8221;,<br \/>\n              &#8220;action&#8221;: &#8220;Replace bearing&#8221;,<br \/>\n              &#8220;rationale&#8221;: &#8220;Based on temperature patterns&#8221;,<br \/>\n              &#8220;deadline&#8221;: &#8220;2025-01-14&#8221;<br \/>\n            },<br \/>\n            {<br \/>\n              &#8220;priority&#8221;: &#8220;medium&#8221;,<br \/>\n              &#8220;action&#8221;: &#8220;Lubricate components&#8221;,<br \/>\n              &#8220;rationale&#8221;: &#8220;Based on vibration patterns&#8221;,<br \/>\n              &#8220;deadline&#8221;: &#8220;2024-12-18&#8221;<br \/>\n            }<br \/>\n          ]\n        }<br \/>\n      }<br \/>\n    }<br \/>\n  ]\n}<\/p>\n<p>    \u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/p>\n<p>    \u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/p>\n<p>  \u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u062a\u0631\u06a9\u06cc\u0628 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \ud83d\udd04<\/p>\n<p>\u0639\u0627\u0645\u0644 \u06cc\u06a9 \u0645\u0631\u062d\u0644\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u0627\u0636\u0627\u0641\u06cc \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u062a\u0645\u0627\u0645 \u0627\u06cc\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u067e\u0627\u0633\u062e \u0645\u0646\u0633\u062c\u0645 \u0648 \u0639\u0645\u0644\u06cc \u062a\u0631\u06a9\u06cc\u0628 \u06a9\u0646\u062f:<\/p>\n<p>\u0634\u06a9\u0644 8: \u0641\u0631\u0622\u06cc\u0646\u062f \u0633\u0646\u062a\u0632 \u0648 \u0641\u0631\u0645\u0648\u0644\u0627\u0633\u06cc\u0648\u0646 \u067e\u0627\u0633\u062e \u0646\u0647\u0627\u06cc\u06cc<\/p>\n<p>\u0646\u062a\u06cc\u062c\u0647 \u06cc\u06a9 \u067e\u0627\u0633\u062e \u0631\u0648\u0634\u0646 \u0648 \u0639\u0645\u0644 \u0645\u062d\u0648\u0631 \u0627\u0633\u062a:<\/p>\n<p>\u0634\u06a9\u0644 9: \u067e\u0627\u0633\u062e \u0646\u0647\u0627\u06cc\u06cc \u0639\u0627\u0645\u0644 \u06a9\u0647 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648 \u062a\u0648\u0635\u06cc\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0645\u0644 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0646\u06a9\u062a\u0647: \u06a9\u06cc\u0641\u06cc\u062a \u067e\u0627\u0633\u062e \u0647\u0627\u06cc \u0639\u0627\u0645\u0644 \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0628\u0647 \u062f\u0648 \u0639\u0627\u0645\u0644 \u06a9\u0644\u06cc\u062f\u06cc \u0628\u0633\u062a\u06af\u06cc \u062f\u0627\u0631\u062f:<\/p>\n<p>\u062f\u0642\u062a \u0648 \u0648\u0636\u0648\u062d \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0647\u0627\u06cc \u067e\u0627\u06cc\u0647 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a<br \/>\n\u06a9\u06cc\u0641\u06cc\u062a \u0648 \u06a9\u0627\u0645\u0644 \u0628\u0648\u062f\u0646 \u0627\u0633\u0646\u0627\u062f API<\/p>\n<p>  \u0622\u0632\u0645\u0627\u06cc\u0634 \u0648 \u0627\u0639\u062a\u0628\u0627\u0631\u0633\u0646\u062c\u06cc: \u0644\u062d\u0638\u0647 \u062d\u0642\u06cc\u0642\u062a \ud83e\uddea<\/p>\n<p>\u0622\u0632\u0645\u0648\u0646 \u0648\u0627\u0642\u0639\u06cc \u0647\u0631 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0641\u062a\u0627\u0631 \u0622\u0646 \u062f\u0631 \u0634\u0631\u0627\u06cc\u0637 \u0648\u0627\u0642\u0639\u06cc \u0627\u0633\u062a. \u0648\u0642\u062a\u06cc \u062f\u0633\u062a\u06cc\u0627\u0631 \u0645\u0627 \u0627\u0648\u0644\u06cc\u0646 \u062a\u0648\u0635\u06cc\u0647 \u0648\u0627\u0642\u0639\u0627\u064b \u0645\u0639\u0646\u0627\u062f\u0627\u0631 \u062e\u0648\u062f \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u06a9\u0631\u062f\u060c \u062a\u0623\u06cc\u06cc\u062f \u06a9\u0631\u062f\u06cc\u0645 \u06a9\u0647 \u062f\u0631 \u0645\u0633\u06cc\u0631 \u062f\u0631\u0633\u062a\u06cc \u0647\u0633\u062a\u06cc\u0645. \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0647 \u0628\u0631\u062e\u06cc \u0627\u0632 \u062a\u0639\u0627\u0645\u0644\u0627\u062a \u0648\u0627\u0642\u0639\u06cc \u06a9\u0647 \u067e\u062a\u0627\u0646\u0633\u06cc\u0644 \u0627\u06cc\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0646\u06af\u0627\u0647 \u06a9\u0646\u06cc\u0645:<\/p>\n<p>\u0646\u0645\u0648\u0646\u0647 \u0627\u06cc \u0627\u0632 \u062a\u062d\u0644\u06cc\u0644 \u0631\u0648\u0646\u062f:<\/p>\n<p>Operador: &#8220;\u00bfCu\u00e1l es la tendencia que se tiene con el equipo EQ-005?&#8221;<\/p>\n<p>Asistente:<br \/>\n\ud83d\udfe1 AN\u00c1LISIS DE TENDENCIAS EQ-005:<\/p>\n<p>1. Estado Actual:<br \/>\n&#8211; Temperatura: 75.77\u00b0C (en l\u00edmite superior del rango normal 45-75\u00b0C)<br \/>\n&#8211; Vibraci\u00f3n: En estado CR\u00cdTICO con tendencia &#8220;estable a incremento&#8221;<\/p>\n<p>2. Tendencias Preocupantes:<br \/>\n&#8211; Tasa de degradaci\u00f3n: 21.93%<br \/>\n&#8211; Fecha prevista de falla: 5 de marzo 2025<br \/>\n&#8211; Patr\u00f3n de vibraciones en aumento<\/p>\n<p>3. Historial Relevante:<br \/>\n&#8211; M\u00faltiples paradas de emergencia por picos de temperatura<br \/>\n&#8211; Problemas recurrentes en sistema de enfriamiento<\/p>\n<p>4. Acciones Recomendadas Urgentes:<br \/>\n&#8211; Lubricaci\u00f3n de componentes (antes del 27\/12\/2024)<br \/>\n&#8211; Verificaci\u00f3n de alineaci\u00f3n (antes del 11\/01\/2025)<\/p>\n<p>Se recomienda atenci\u00f3n inmediata para evitar una falla mayor en los pr\u00f3ximos meses.<\/p>\n<p>    \u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/p>\n<p>    \u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/p>\n<p>\u0639\u0642\u0644\u0627\u0646\u06cc\u062a \u0639\u0627\u0645\u0644 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f \u06cc\u06a9 \u0641\u0631\u0622\u06cc\u0646\u062f \u0641\u06a9\u0631\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<p>\u0634\u06a9\u0644 10: \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062a\u0641\u0635\u06cc\u0644\u06cc \u06a9\u0647 \u0641\u0631\u0622\u06cc\u0646\u062f \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0639\u0627\u0645\u0644 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646 \u062a\u0637\u0628\u06cc\u0642 \u067e\u0630\u06cc\u0631\u06cc \u0633\u06cc\u0633\u062a\u0645\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0633\u0646\u0627\u0631\u06cc\u0648\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u0631\u06cc \u0631\u0627 \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u0645:<\/p>\n<p>Usuario: &#8220;Necesito un an\u00e1lisis completo del compresor COMP-101, especialmente su<br \/>\ncomportamiento durante el \u00faltimo trimestre.&#8221;<\/p>\n<p>Asistente: \ud83d\udfe1 AN\u00c1LISIS COMPRESOR COMP-101:<\/p>\n<p>Estado Actual:<br \/>\n&#8211; Temperatura: 68.95\u00b0C (Advertencia &#8211; cercano al l\u00edmite m\u00e1ximo de 75\u00b0C)<br \/>\n&#8211; Vibraci\u00f3n: Estado CR\u00cdTICO con tendencia ascendente \ud83d\udd34<\/p>\n<p>Tendencias Preocupantes:<br \/>\n1. Tasa de degradaci\u00f3n: 47.5%<br \/>\n2. Tiempo estimado de fallo: 09\/02\/2025<br \/>\n3. Patr\u00f3n de mantenimientos de emergencia frecuentes en el \u00faltimo trimestre<\/p>\n<p>Acciones Prioritarias:<br \/>\n1. URGENTE: Atender niveles cr\u00edticos de vibraci\u00f3n<br \/>\n2. Ejecutar lubricaci\u00f3n de componentes antes del 30\/12\/2024<br \/>\n3. Programar limpieza de filtros antes del 10\/01\/2025<\/p>\n<p>Recomendaciones:<br \/>\n&#8211; Adelantar el mantenimiento preventivo programado<br \/>\n&#8211; Implementar monitoreo continuo de vibraci\u00f3n<br \/>\n&#8211; Revisar sistema de refrigeraci\u00f3n por temperaturas elevadas<\/p>\n<p>El equipo muestra signos de degradaci\u00f3n acelerada que requieren atenci\u00f3n inmediata para prevenir fallos cr\u00edticos.<\/p>\n<p>    \u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/p>\n<p>    \u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/p>\n<p>\u0639\u0642\u0644\u0627\u0646\u06cc\u062a \u0639\u0627\u0645\u0644 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u062f\u0631\u06a9 \u0639\u0645\u06cc\u0642 \u0627\u0632 \u062c\u0646\u0628\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0633\u06cc\u0633\u062a\u0645 \u0627\u0633\u062a:<\/p>\n<p>\u0634\u06a9\u0644 11: \u0641\u0631\u0622\u06cc\u0646\u062f \u062a\u062d\u0644\u06cc\u0644 \u0686\u0646\u062f \u0639\u0627\u0645\u0644\u06cc \u0639\u0627\u0645\u0644<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0646\u06a9\u062a\u0647: \u0645\u0648\u0641\u0642\u06cc\u062a \u062f\u0631 \u0622\u0632\u0645\u0648\u0646 \u0628\u0633\u062a\u06af\u06cc \u0628\u0647 \u0627\u06cc\u0646 \u062f\u0627\u0631\u062f:<\/p>\n<p>\u062a\u0646\u0648\u0639 \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc \u0622\u0632\u0645\u0648\u0646<br \/>\n\u0627\u0639\u062a\u0628\u0627\u0631\u0633\u0646\u062c\u06cc \u067e\u0627\u0633\u062e \u0647\u0627 \u0628\u0627 \u06a9\u0627\u0631\u0634\u0646\u0627\u0633\u0627\u0646 \u062d\u0648\u0632\u0647<br \/>\n\u0645\u0633\u062a\u0646\u062f\u0633\u0627\u0632\u06cc \u0633\u06cc\u0633\u062a\u0645\u0627\u062a\u06cc\u06a9 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u0648\u0641\u0642 \u0648 \u0646\u0627\u0645\u0648\u0641\u0642<\/p>\n<p>  \u063a\u0646\u06cc \u0633\u0627\u0632\u06cc \u0628\u0627 \u067e\u0627\u06cc\u06af\u0627\u0647 \u0647\u0627\u06cc \u062f\u0627\u0646\u0634 \ud83d\udcda<\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u062f\u0633\u062a\u06cc\u0627\u0631 \u062e\u0648\u062f \u0631\u0627 \u06cc\u06a9 \u0642\u062f\u0645 \u062c\u0644\u0648\u062a\u0631 \u0628\u0628\u0631\u06cc\u0645. \u0634\u0631\u06a9\u062a \u0647\u0627 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0627\u0633\u0646\u0627\u062f \u0641\u0646\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u0627\u06cc \u062f\u0627\u0631\u0646\u062f:<\/p>\n<p>\u062f\u0641\u062a\u0631\u0686\u0647 \u0631\u0627\u0647\u0646\u0645\u0627<br \/>\n\u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u062a\u0639\u0645\u06cc\u0631 \u0648 \u0646\u06af\u0647\u062f\u0627\u0631\u06cc<br \/>\n\u0627\u0633\u0646\u0627\u062f \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc<br \/>\n\u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u062e\u062f\u0645\u0627\u062a<\/p>\n<p>\u0627\u06cc\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06cc\u06a9 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u0646\u0634 \u0628\u0633\u062a\u0631 \u062f\u0631 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0645\u0627 \u0627\u062f\u063a\u0627\u0645 \u06a9\u0631\u062f. \u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u0627\u060c \u0645\u0627 \u0642\u0628\u0644\u0627\u064b \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0645\u0630\u06a9\u0648\u0631 \u0631\u0627 \u0628\u0627 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0641\u0646\u06cc \u0645\u0631\u0628\u0648\u0637\u0647 \u0627\u06cc\u062c\u0627\u062f \u0648 \u062a\u063a\u0630\u06cc\u0647 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645.<\/p>\n<p>\u0627\u062f\u063a\u0627\u0645 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0627\u0633\u062a: \u0645\u0627 \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u062e\u0648\u062f \u0631\u0627 \u0648\u06cc\u0631\u0627\u06cc\u0634 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0628\u0647 \u0627\u0648 \u0628\u06af\u0648\u06cc\u06cc\u0645 \u0627\u0632 \u06a9\u062f\u0627\u0645 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u0646\u0634 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f.<\/p>\n<p>\u0634\u06a9\u0644 12: \u06af\u0633\u062a\u0631\u0634 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06cc\u06a9 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u0646\u0634<\/p>\n<p>  \u0646\u0645\u0648\u0646\u0647 \u0627\u06cc \u0627\u0632 \u0627\u062f\u063a\u0627\u0645 \u062f\u0627\u0646\u0634<\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u0645 \u06a9\u0647 \u0639\u0627\u0645\u0644 \u0686\u06af\u0648\u0646\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0644\u0627\u062f\u0631\u0646\u06af \u0631\u0627 \u0628\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u0646\u0634 \u062a\u0631\u06a9\u06cc\u0628 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<p>Usuario: &#8220;Cual es el procedimiento para reemplazar el compresor RTD-809?&#8221;<\/p>\n<p>Asistente:\ud83d\udfe1 Procedimiento de Reemplazo del Compresor RTD-809<\/p>\n<p>1. Preparaci\u00f3n Previa:<br \/>\n   &#8211; Realizar respaldo de par\u00e1metros operativos actuales<br \/>\n   &#8211; Verificar disponibilidad del compresor de reemplazo<br \/>\n   &#8211; Preparar herramientas y equipo de seguridad necesario<\/p>\n<p>2. Procedimiento de Seguridad:<br \/>\n   &#8211; Desenergizar completamente el equipo<br \/>\n   &#8211; Colocar bloqueo y etiquetado (LOTO)<br \/>\n   &#8211; Verificar ausencia de energ\u00eda residual<br \/>\n   &#8211; Esperar el tiempo necesario para enfriamiento (temperatura actual: 78.32\u00b0C)<\/p>\n<p>3. Desmontaje:<br \/>\n   &#8211; Desconectar l\u00edneas de refrigeraci\u00f3n<br \/>\n   &#8211; Liberar presi\u00f3n del sistema<br \/>\n   &#8211; Retirar conexiones el\u00e9ctricas<br \/>\n   &#8211; Documentar la posici\u00f3n de todas las conexiones<br \/>\n   &#8211; Remover pernos de montaje<\/p>\n<p>4. Instalaci\u00f3n del Nuevo Compresor:<br \/>\n   &#8211; Verificar alineaci\u00f3n<br \/>\n   &#8211; Instalar nuevos sellos y empaques<br \/>\n   &#8211; Apretar pernos seg\u00fan especificaciones<br \/>\n   &#8211; Reconectar l\u00edneas de refrigeraci\u00f3n<br \/>\n   &#8211; Restablecer conexiones el\u00e9ctricas<\/p>\n<p>5. Puesta en Marcha:<br \/>\n   &#8211; Realizar prueba de fugas<br \/>\n   &#8211; Verificar niveles de aceite<br \/>\n   &#8211; Energizar gradualmente<br \/>\n   &#8211; Monitorear temperatura y vibraci\u00f3n<br \/>\n   &#8211; Verificar par\u00e1metros operativos<\/p>\n<p>Notas Importantes:<br \/>\n&#8211; Considerar el historial reciente de mantenimiento, especialmente la reparaci\u00f3n del<br \/>\n  sistema de enfriamiento del 16\/10\/2024<br \/>\n&#8211; Programar el reemplazo antes del 29\/01\/2025 (fecha prevista de falla)<br \/>\n&#8211; Realizar pruebas de vibraci\u00f3n exhaustivas debido al reciente reemplazo de rodamientos<\/p>\n<p>Se recomienda documentar todo el proceso y actualizar el historial de mantenimiento<br \/>\nuna vez completado el reemplazo.<\/p>\n<p>    \u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/p>\n<p>    \u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/p>\n<p>\u0639\u0642\u0644\u0627\u0646\u06cc\u062a \u0639\u0627\u0645\u0644 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f\u060c \u06cc\u06a9\u067e\u0627\u0631\u0686\u06af\u06cc \u0645\u0624\u062b\u0631 \u0628\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0644\u0627\u062f\u0631\u0646\u06af (API \u0645\u0627) \u0648 \u062f\u0627\u0646\u0634 \u0645\u0633\u062a\u0646\u062f \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<p>\u0634\u06a9\u0644 13: \u0641\u0631\u0622\u06cc\u0646\u062f \u062a\u062d\u0644\u06cc\u0644 \u0639\u0627\u0645\u0644 \u0628\u0627 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u0646\u0634<\/p>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u0645\u060c \u062a\u0645\u0627\u0645 \u0645\u0631\u0627\u062c\u0639\u06cc \u06a9\u0647 \u062f\u0631 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u0646\u0634 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f \u0631\u0627 \u0628\u0647 \u0645\u0627 \u0645\u06cc \u06af\u0648\u06cc\u062f.<\/p>\n<p>\u0634\u06a9\u0644 14: \u0627\u0631\u062c\u0627\u0639 \u0628\u0647 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u0646\u0634<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0646\u06a9\u062a\u0647: \u0628\u0631\u0627\u06cc \u0628\u0647 \u062d\u062f\u0627\u06a9\u062b\u0631 \u0631\u0633\u0627\u0646\u062f\u0646 \u0627\u0631\u0632\u0634 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u0646\u0634:<\/p>\n<p>\u0627\u0633\u0646\u0627\u062f \u0631\u0627 \u0628\u0647 \u0631\u0648\u0632 \u0648 \u0628\u0647 \u062e\u0648\u0628\u06cc \u0633\u0627\u062e\u062a\u0627\u0631 \u06cc\u0627\u0641\u062a\u0647 \u0646\u06af\u0647 \u062f\u0627\u0631\u06cc\u062f<\/p>\n<p>  \u0627\u0641\u06a9\u0627\u0631 \u0646\u0647\u0627\u06cc\u06cc: \u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u06a9\u062f \ud83c\udfaf<\/p>\n<p>\u067e\u0633 \u0627\u0632 \u0627\u06cc\u0646 \u0633\u0641\u0631 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u062f\u0633\u062a\u06cc\u0627\u0631 \u0635\u0646\u0639\u062a\u06cc \u0647\u0648\u0634\u0645\u0646\u062f\u060c \u0633\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0633\u0627\u0633\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u0645 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0628\u06af\u0630\u0627\u0631\u0645\u060c \u0632\u06cc\u0631\u0627 \u0645\u0639\u062a\u0642\u062f\u0645 \u0622\u0646\u0647\u0627 \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0628\u0639\u062f\u06cc \u0634\u0645\u0627 \u0628\u0627 \u0639\u0648\u0627\u0645\u0644 Bedrock \u062a\u0641\u0627\u0648\u062a \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/p>\n<p>  1. \u0639\u0635\u0631 \u062c\u062f\u06cc\u062f \u0627\u0633\u0646\u0627\u062f API<\/p>\n<p>\u0627\u0633\u0646\u0627\u062f API \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u062a\u06a9\u0627\u0645\u0644 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a. \u062f\u06cc\u06af\u0631 \u0641\u0647\u0631\u0633\u062a \u06a9\u0631\u062f\u0646 \u0646\u0642\u0627\u0637 \u067e\u0627\u06cc\u0627\u0646\u06cc \u0648 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627 \u06a9\u0627\u0641\u06cc \u0646\u06cc\u0633\u062a. \u0645\u0627 \u0628\u0627\u06cc\u062f \u0645\u0633\u062a\u0646\u062f\u0627\u062a\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0645\u0627 \u0631\u0627 &#8220;\u0622\u0645\u0648\u0632\u0634&#8221; \u062f\u0647\u062f. \u062a\u062c\u0631\u0628\u0647 \u0645\u0646 \u0628\u0627 \u0627\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f \u06a9\u0647 \u0639\u0648\u0627\u0645\u0644 \u0628\u0627\u06cc\u062f \u062f\u0631\u06a9 \u06a9\u0646\u0646\u062f:<\/p>\n<p>\u0632\u0645\u06cc\u0646\u0647 \u06a9\u0627\u0645\u0644 \u0647\u0631 \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc<br \/>\n\u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0627\u0635<br \/>\n\u0631\u0648\u0627\u0628\u0637 \u0628\u06cc\u0646 \u062a\u0645\u0627\u0633 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641<br \/>\n\u067e\u06cc\u0627\u0645\u062f\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0631\u06af\u0634\u062a\u06cc<\/p>\n<p>\u0627\u06cc\u0646 \u0645\u0627\u0646\u0646\u062f \u0627\u0631\u0627\u0626\u0647 \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u0686\u0647 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0645\u062a\u062e\u0635\u0635 \u0628\u0647 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u062e\u0648\u062f \u0627\u0633\u062a\u060c \u0646\u0647 \u0641\u0642\u0637 \u06cc\u06a9 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0641\u0646\u06cc.<\/p>\n<p>  2. \u0627\u0632 \u0633\u06cc\u0633\u062a\u0645 \u0645\u0627\u0646\u06cc\u062a\u0648\u0631\u06cc\u0646\u06af \u062a\u0627 \u0645\u062a\u062e\u0635\u0635 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644<\/p>\n<p>\u0622\u0646\u0686\u0647 \u0645\u0627 \u0645\u06cc \u0633\u0627\u0632\u06cc\u0645 \u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0646\u0638\u0627\u0631\u062a \u0647\u0648\u0634\u0645\u0646\u062f \u0633\u0627\u062f\u0647 \u0627\u0633\u062a. \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632:<\/p>\n<p>\u0639\u0648\u0627\u0645\u0644 \u0628\u0633\u062a\u0631 \u0622\u0645\u0627\u0632\u0648\u0646<br \/>\nAPI\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0647 \u062e\u0648\u0628\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0646\u062f<br \/>\n\u067e\u0627\u06cc\u06af\u0627\u0647 \u0647\u0627\u06cc \u062f\u0627\u0646\u0634 \u0633\u0627\u062e\u062a \u06cc\u0627\u0641\u062a\u0647<\/p>\n<p>\u0645\u0648\u062c\u0648\u062f\u06cc\u062a\u06cc \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0628\u0647 \u06cc\u06a9 \u0645\u062a\u062e\u0635\u0635 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0646\u0632\u062f\u06cc\u06a9\u062a\u0631 \u0627\u0633\u062a \u062a\u0627 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631. \u062f\u0631 \u0637\u0648\u0644 \u0622\u0632\u0645\u0627\u06cc\u0634\u060c \u0633\u06cc\u0633\u062a\u0645 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0627\u06cc\u0646 \u0631\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f:<\/p>\n<p>\u062f\u0644\u06cc\u0644 \u0645\u0634\u06a9\u0644\u0627\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647<br \/>\n\u0686\u0646\u062f\u06cc\u0646 \u0645\u062a\u063a\u06cc\u0631 \u0631\u0627 \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f<br \/>\n\u062a\u0648\u0635\u06cc\u0647 \u0647\u0627\u06cc \u0632\u0645\u06cc\u0646\u0647 \u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u06a9\u0646\u06cc\u062f<br \/>\n\u062f\u0627\u0646\u0634 \u062a\u0627\u0631\u06cc\u062e\u06cc \u0631\u0627 \u0628\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u06a9\u0646\u06cc\u062f<\/p>\n<p>  3. \u062a\u0623\u062b\u06cc\u0631 \u0648\u0627\u0642\u0639\u06cc \u0628\u0631 \u0639\u0645\u0644\u06cc\u0627\u062a \u0635\u0646\u0639\u062a\u06cc<\/p>\n<p>\u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0635\u0631\u0641\u0627\u064b \u0646\u0645\u0627\u06cc\u0634 \u0641\u0646\u06cc \u0646\u06cc\u0633\u062a\u0646\u062f. \u0622\u0646\u0647\u0627 \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u06cc\u06a9 \u062a\u063a\u06cc\u06cc\u0631 \u067e\u0627\u0631\u0627\u062f\u0627\u06cc\u0645\u0627\u062a\u06cc\u06a9 \u062f\u0631 \u062a\u0639\u0645\u06cc\u0631 \u0648 \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0635\u0646\u0639\u062a\u06cc \u0647\u0633\u062a\u0646\u062f:<\/p>\n<p>\u062a\u0634\u062e\u06cc\u0635 \u0632\u0648\u062f\u0647\u0646\u06af\u0627\u0645 \u0645\u0634\u06a9\u0644\u0627\u062a \u0627\u062d\u062a\u0645\u0627\u0644\u06cc<br \/>\n\u062a\u0648\u0635\u06cc\u0647 \u0647\u0627\u06cc \u067e\u06cc\u0634\u06af\u06cc\u0631\u0627\u0646\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u062f\u0627\u062f\u0647 \u0647\u0627<br \/>\n\u0627\u062f\u063a\u0627\u0645 \u062f\u0627\u0646\u0634 \u062a\u062e\u0635\u0635\u06cc \u0628\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0628\u0644\u0627\u062f\u0631\u0646\u06af<br \/>\n\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc<\/p>\n<p>\u0646\u06a9\u062a\u0647 \u062d\u0631\u0641\u0647 \u0627\u06cc \u0646\u0647\u0627\u06cc\u06cc: \u0647\u0646\u06af\u0627\u0645 \u0637\u0631\u0627\u062d\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0645\u0634\u0627\u0628\u0647\u060c \u0628\u0647 \u06cc\u0627\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f:<\/p>\n<p>\u06a9\u06cc\u0641\u06cc\u062a \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0627\u0633\u0646\u0627\u062f \u0631\u0627 \u0627\u0648\u0644\u0648\u06cc\u062a \u0628\u0646\u062f\u06cc \u06a9\u0646\u06cc\u062f<br \/>\n\u0631\u0648\u06cc\u06a9\u0631\u062f \u06a9\u0627\u0631\u0628\u0631 \u0645\u062d\u0648\u0631\u06cc \u0631\u0627 \u062d\u0641\u0638 \u06a9\u0646\u06cc\u062f<br \/>\n\u0628\u0647 \u0637\u0648\u0631 \u0645\u062f\u0627\u0648\u0645 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0628\u0627\u0632\u062e\u0648\u0631\u062f \u0648\u0627\u0642\u0639\u06cc \u062a\u06a9\u0631\u0627\u0631 \u06a9\u0646\u06cc\u062f<br \/>\n\u0645\u0648\u0641\u0642\u06cc\u062a \u0647\u0627 \u0648 \u0686\u0627\u0644\u0634 \u0647\u0627\u06cc \u067e\u06cc\u0634 \u0622\u0645\u062f\u0647 \u0631\u0627 \u0645\u0633\u062a\u0646\u062f \u06a9\u0646\u06cc\u062f<\/p>\n<p>\u062f\u0641\u0639\u0647 \u0628\u0639\u062f \u06a9\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0645\u0634\u0627\u0628\u0647\u06cc \u0631\u0627 \u0637\u0631\u0627\u062d\u06cc \u06a9\u0631\u062f\u06cc\u062f\u060c \u0628\u0647 \u06cc\u0627\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f: \u0634\u0645\u0627 \u0641\u0642\u0637 \u06cc\u06a9 \u0631\u0628\u0627\u062a \u0686\u062a \u062f\u06cc\u06af\u0631 \u0627\u06cc\u062c\u0627\u062f \u0646\u0645\u06cc \u06a9\u0646\u06cc\u062f &#8211; \u0634\u0645\u0627 \u067e\u0644\u06cc \u0628\u06cc\u0646 \u062f\u0627\u0646\u0634 \u0627\u0646\u0633\u0627\u0646\u06cc \u0648 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u06cc\u062f. \u0648 \u0627\u06cc\u0646\u060c \u062e\u0648\u0627\u0646\u0646\u062f\u06af\u0627\u0646 \u0639\u0632\u06cc\u0632\u060c \u0686\u06cc\u0632\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u06cc\u0646 \u0631\u0634\u062a\u0647 \u0631\u0627 \u0648\u0627\u0642\u0639\u0627\u064b \u0647\u06cc\u062c\u0627\u0646 \u0627\u0646\u06af\u06cc\u0632 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0634\u0645\u0627 \u0631\u0627 \u062f\u0631 \u0645\u0642\u0627\u0644\u0647 \u0628\u0639\u062f\u06cc \u0645\u06cc \u0628\u06cc\u0646\u06cc\u0645! \u0641\u0631\u0627\u0645\u0648\u0634 \u0646\u06a9\u0646\u06cc\u062f \u06a9\u0647 \u062a\u062c\u0631\u0628\u06cc\u0627\u062a \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0646\u0638\u0631\u0627\u062a \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0628\u06af\u0630\u0627\u0631\u06cc\u062f &#8211; \u0645\u0646 \u062f\u0648\u0633\u062a \u062f\u0627\u0631\u0645 \u0628\u062f\u0627\u0646\u0645 \u0686\u06af\u0648\u0646\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0641\u0627\u0647\u06cc\u0645 \u062f\u0631 \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f. \u062f\u0631 \u062d\u0627\u0644 \u062a\u0648\u0633\u0639\u0647 \u0645\u0628\u0627\u0631\u06a9! \ud83d\ude80<\/p>\n<div data-article-id=\"2163312\" id=\"article-body\">\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 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href=\"https:\/\/nabfollower.com\/blog\/de-chatbot-a-experto-industrial-construyendo-un-asistente-inteligente-con-amazon-bedrock-27a2\/#%D8%A7%D9%86%D9%82%D9%84%D8%A7%D8%A8_%D8%AE%D8%A7%D9%85%D9%88%D8%B4_%D8%AF%D8%B1_%D8%B5%D9%86%D8%B9%D8%AA_%F0%9F%8F%AD\" >\u0627\u0646\u0642\u0644\u0627\u0628 \u062e\u0627\u0645\u0648\u0634 \u062f\u0631 \u0635\u0646\u0639\u062a \ud83c\udfed<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/de-chatbot-a-experto-industrial-construyendo-un-asistente-inteligente-con-amazon-bedrock-27a2\/#%D9%87%D9%86%D8%B1_API_%D8%AF%D9%88%D8%B3%D8%AA%D8%AF%D8%A7%D8%B1_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D9%81%D8%B1%D8%A7%D8%AA%D8%B1_%D8%A7%D8%B2_%D8%A7%D8%B3%D8%AA%D8%B1%D8%A7%D8%AD%D8%AA_%D8%B3%D9%86%D8%AA%DB%8C_%F0%9F%8E%AF\" >\u0647\u0646\u0631 API \u062f\u0648\u0633\u062a\u062f\u0627\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc: 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href=\"https:\/\/nabfollower.com\/blog\/de-chatbot-a-experto-industrial-construyendo-un-asistente-inteligente-con-amazon-bedrock-27a2\/#%D8%B2%D9%85%DB%8C%D9%86%D9%87_%D8%BA%D9%86%DB%8C_%D9%88_%D9%85%D8%B9%D9%86%D8%A7%D8%AF%D8%A7%D8%B1_%F0%9F%93%9A\" >\u0632\u0645\u06cc\u0646\u0647 \u063a\u0646\u06cc \u0648 \u0645\u0639\u0646\u0627\u062f\u0627\u0631 \ud83d\udcda<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/nabfollower.com\/blog\/de-chatbot-a-experto-industrial-construyendo-un-asistente-inteligente-con-amazon-bedrock-27a2\/#%D9%82%D8%AF%D8%B1%D8%AA_%DA%AF%D8%B1%D9%88%D9%87_%D9%87%D8%A7%DB%8C_%D8%B9%D9%85%D9%84_%D8%B3%D8%A7%D8%B2%D9%85%D8%A7%D9%86%D8%AF%D9%87%DB%8C_%D8%A7%D8%B7%D9%84%D8%A7%D8%B9%D8%A7%D8%AA_%F0%9F%8F%97%EF%B8%8F\" >\u0642\u062f\u0631\u062a \u06af\u0631\u0648\u0647 \u0647\u0627\u06cc \u0639\u0645\u0644: \u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc 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href=\"https:\/\/nabfollower.com\/blog\/de-chatbot-a-experto-industrial-construyendo-un-asistente-inteligente-con-amazon-bedrock-27a2\/#%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D9%88_%D8%AA%D8%B1%DA%A9%DB%8C%D8%A8_%D8%A7%D8%B7%D9%84%D8%A7%D8%B9%D8%A7%D8%AA_%F0%9F%94%84\" >\u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u062a\u0631\u06a9\u06cc\u0628 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \ud83d\udd04<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/nabfollower.com\/blog\/de-chatbot-a-experto-industrial-construyendo-un-asistente-inteligente-con-amazon-bedrock-27a2\/#%D8%A2%D8%B2%D9%85%D8%A7%DB%8C%D8%B4_%D9%88_%D8%A7%D8%B9%D8%AA%D8%A8%D8%A7%D8%B1%D8%B3%D9%86%D8%AC%DB%8C_%D9%84%D8%AD%D8%B8%D9%87_%D8%AD%D9%82%DB%8C%D9%82%D8%AA_%F0%9F%A7%AA\" >\u0622\u0632\u0645\u0627\u06cc\u0634 \u0648 \u0627\u0639\u062a\u0628\u0627\u0631\u0633\u0646\u062c\u06cc: \u0644\u062d\u0638\u0647 \u062d\u0642\u06cc\u0642\u062a 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href=\"https:\/\/nabfollower.com\/blog\/de-chatbot-a-experto-industrial-construyendo-un-asistente-inteligente-con-amazon-bedrock-27a2\/#3_%D8%AA%D8%A3%D8%AB%DB%8C%D8%B1_%D9%88%D8%A7%D9%82%D8%B9%DB%8C_%D8%A8%D8%B1_%D8%B9%D9%85%D9%84%DB%8C%D8%A7%D8%AA_%D8%B5%D9%86%D8%B9%D8%AA%DB%8C\" >3. \u062a\u0623\u062b\u06cc\u0631 \u0648\u0627\u0642\u0639\u06cc \u0628\u0631 \u0639\u0645\u0644\u06cc\u0627\u062a \u0635\u0646\u0639\u062a\u06cc<\/a><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A7%D9%86%D9%82%D9%84%D8%A7%D8%A8_%D8%AE%D8%A7%D9%85%D9%88%D8%B4_%D8%AF%D8%B1_%D8%B5%D9%86%D8%B9%D8%AA_%F0%9F%8F%AD\"><\/span>\n<p>  \u0627\u0646\u0642\u0644\u0627\u0628 \u062e\u0627\u0645\u0648\u0634 \u062f\u0631 \u0635\u0646\u0639\u062a \ud83c\udfed<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0646 \u0627\u062e\u06cc\u0631\u0627\u064b \u0628\u0627 \u06cc\u06a9\u06cc \u0627\u0632 \u0647\u0645\u06a9\u0627\u0631\u0627\u0646\u0645 \u062f\u0631 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\u0627\u06cc\u0646 \u06af\u0641\u062a\u06af\u0648 \u0628\u0647 \u0645\u0646 \u0627\u0646\u06af\u06cc\u0632\u0647 \u062f\u0627\u062f \u062a\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u0645 \u06a9\u0647 \u0622\u06cc\u0627 \u0686\u0634\u0645 \u0627\u0646\u062f\u0627\u0632 \u062f\u0631 \u062f\u0633\u0627\u0645\u0628\u0631 2024 \u062a\u063a\u06cc\u06cc\u0631 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a \u06cc\u0627 \u062e\u06cc\u0631\u060c \u0628\u0627 \u062a\u0631\u06a9\u06cc\u0628 Amazon Bedrock Agents \u0628\u0627 API \u0647\u0627\u06cc \u0635\u0646\u0639\u062a\u06cc \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0631\u0627\u0647 \u062d\u0644 \u0648\u0627\u0642\u0639\u0627 \u0645\u0641\u06cc\u062f.<\/p>\n<p>\u0627\u0648\u0644\u06cc\u0646 \u062a\u062c\u0631\u0628\u0647 \u0645\u0646 \u0627\u0632 \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0635\u0646\u0639\u062a \u0686\u0634\u0645 \u0628\u0627\u0632 \u0628\u0648\u062f. \u0647\u0645\u06a9\u0627\u0631 \u0645\u0646 \u062a\u0648\u0636\u06cc\u062d \u0645\u06cc\u200c\u062f\u0627\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u062d\u0633\u06af\u0631\u0647\u0627\u06cc \u0645\u062a\u0639\u062f\u062f\u06cc \u062f\u0627\u0631\u0646\u062f \u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 24\/7 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u060c \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627\u06cc \u0645\u062a\u0639\u062f\u062f\u060c \u0627\u0645\u0627 \u0647\u0646\u0648\u0632 \u0628\u0631\u0627\u06cc \u062a\u0641\u0633\u06cc\u0631 \u0647\u0645\u0647 \u0686\u06cc\u0632 \u0628\u0647 \u062a\u062e\u0635\u0635 \u0627\u0646\u0633\u0627\u0646\u06cc \u062a\u06a9\u06cc\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. <\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0627\u06cc\u0646 \u062a\u0639\u0627\u0645\u0644 \u0631\u0627 \u0628\u0627 \u062f\u0633\u062a\u06cc\u0627\u0631 \u0635\u0646\u0639\u062a\u06cc \u062e\u0648\u062f \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u062a\u0636\u0627\u062f \u0631\u0627 \u062f\u0631\u06a9 \u06a9\u0646\u06cc\u0645:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>Operador: \"\u00bfHay alguna novedad en los dispositivos de la planta?\"\n\nAsistente: \"S\u00ed, hay novedades importantes que requieren atenci\u00f3n:\n\n\ud83d\udd34 Situaciones Cr\u00edticas:\n- Turbina EQ-003 (Planta Norte): Estado cr\u00edtico\n- Motor EQ-004 (Planta Sur): Estado cr\u00edtico\n\n\ud83d\udfe1 Situaci\u00f3n de Advertencia:\n- Bomba EQ-001 (Planta Norte): Estado de advertencia\n\n\ud83d\udfe2 Operaci\u00f3n Normal:\n- Turbina EQ-002 (Planta Oeste)\n- Compresor EQ-005 (Planta Oeste)\n\nSe recomienda una revisi\u00f3n inmediata de los equipos en estado cr\u00edtico, especialmente \nla turbina EQ-003 y el motor EQ-004.\"\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0627\u06cc\u0646 \u0633\u0637\u062d \u0627\u0632 \u062f\u0631\u06a9 \u0632\u0645\u06cc\u0646\u0647\u200c\u0627\u06cc \u0648 \u062a\u062d\u0644\u06cc\u0644 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u06a9\u0646\u0646\u062f\u0647 \u062f\u0642\u06cc\u0642\u0627\u064b \u0647\u0645\u0627\u0646 \u0686\u06cc\u0632\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u0645\u0631\u0648\u0632 \u062e\u0648\u0627\u0647\u06cc\u0645 \u0633\u0627\u062e\u062a. \u0628\u0627 Amazon Bedrock Agents\u060c \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0647\u0631 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u0647\u200c\u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0646\u0648\u0622\u0648\u0631\u06cc \u0639\u0644\u0627\u0642\u0647 \u062f\u0627\u0631\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%87%D9%86%D8%B1_API_%D8%AF%D9%88%D8%B3%D8%AA%D8%AF%D8%A7%D8%B1_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D9%81%D8%B1%D8%A7%D8%AA%D8%B1_%D8%A7%D8%B2_%D8%A7%D8%B3%D8%AA%D8%B1%D8%A7%D8%AD%D8%AA_%D8%B3%D9%86%D8%AA%DB%8C_%F0%9F%8E%AF\"><\/span>\n<p>  \u0647\u0646\u0631 API \u062f\u0648\u0633\u062a\u062f\u0627\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc: \u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u0627\u0633\u062a\u0631\u0627\u062d\u062a \u0633\u0646\u062a\u06cc \ud83c\udfaf<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0632\u0645\u0627\u0646\u06cc \u0631\u0627 \u0628\u0647 \u06cc\u0627\u062f \u062f\u0627\u0631\u06cc\u062f \u06a9\u0647 \u0645\u0627 API \u0647\u0627 \u0631\u0627 \u0641\u0642\u0637 \u0628\u0627 \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0646 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0627\u0646\u0633\u0627\u0646\u06cc \u0637\u0631\u0627\u062d\u06cc \u06a9\u0631\u062f\u06cc\u0645\u061f \u0633\u0627\u0644\u200c\u0647\u0627\u060c \u0645\u0646 \u062e\u0648\u062f\u0645 \u0631\u0627 \u0648\u0642\u0641 \u0627\u06cc\u062c\u0627\u062f\u060c \u0628\u0631\u0631\u0633\u06cc \u0648 \u062a\u0646\u0638\u06cc\u0645 \u0646\u0642\u0627\u0637 \u067e\u0627\u06cc\u0627\u0646\u06cc RESTful \u0628\u0627 \u067e\u06cc\u0631\u0648\u06cc \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0634\u06cc\u0648\u0647\u200c\u0647\u0627 \u06a9\u0631\u062f\u0647\u200c\u0627\u0645. \u06cc\u06a9\u06cc \u0627\u0632 \u0628\u0627 \u0627\u0631\u0632\u0634\u200c\u062a\u0631\u06cc\u0646 \u0622\u0645\u0648\u062e\u062a\u0647\u200c\u0647\u0627 \u0627\u06cc\u0646 \u0628\u0648\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u062f\u0642\u06cc\u0642 \u0641\u0642\u0637 \u062a\u0645\u0631\u06cc\u0646 \u062e\u0648\u0628 \u0646\u06cc\u0633\u062a\u060c \u0628\u0644\u06a9\u0647 \u0628\u0631\u0627\u06cc \u0645\u0648\u0641\u0642\u06cc\u062a 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\u062a\u0635\u0645\u06cc\u0645\u0627\u062a \u0636\u0639\u06cc\u0641.<\/p>\n<p>\u0627\u06cc\u0646 \u062a\u062c\u0631\u0628\u0647 \u06cc\u06a9 \u062d\u0642\u06cc\u0642\u062a \u0627\u0633\u0627\u0633\u06cc \u0631\u0627 \u062a\u0642\u0648\u06cc\u062a \u06a9\u0631\u062f: <\/p>\n<blockquote>\n<p>\u0645\u0633\u062a\u0646\u062f\u0633\u0627\u0632\u06cc \u0633\u0646\u06af \u0628\u0646\u0627\u06cc \u0637\u0631\u0627\u062d\u06cc \u0645\u0627 \u0627\u0633\u062a. <\/p>\n<\/blockquote>\n<p>\u0645\u0627 \u062f\u06cc\u06af\u0631 \u0641\u0642\u0637 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0627\u0646\u0633\u0627\u0646\u06cc \u0637\u0631\u0627\u062d\u06cc \u0646\u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645\u060c \u0628\u0644\u06a9\u0647 \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0637\u0631\u0627\u062d\u06cc \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u0624\u062b\u0631 \u0628\u0647 \u0632\u0645\u06cc\u0646\u0647 \u063a\u0646\u06cc \u0648 \u0645\u0639\u0646\u0627\u062f\u0627\u0631 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%DB%8C%DA%A9_API_%D8%A7%D9%82%D8%AA%D8%A8%D8%A7%D8%B3_%D8%B4%D8%AF%D9%87_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%F0%9F%8F%97%EF%B8%8F\"><\/span>\n<p>  \u06cc\u06a9 API \u0627\u0642\u062a\u0628\u0627\u0633 \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \ud83c\udfd7\ufe0f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0633\u062a\u0646\u0628\u0627\u0637 \u06a9\u0646\u06cc\u062f\u060c \u0645\u0648\u0641\u0642\u06cc\u062a \u06cc\u06a9 API \u0633\u0627\u0632\u06af\u0627\u0631 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631 \u0627\u0633\u0627\u0633 \u06cc\u06a9 \u0639\u0646\u0635\u0631 \u0627\u0633\u0627\u0633\u06cc \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a: \u0645\u0633\u062a\u0646\u062f\u0633\u0627\u0632\u06cc. \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0627\u0633\u0646\u0627\u062f \u0645\u0627 \u0628\u0631\u0627\u06cc \u0628\u0631\u0622\u0648\u0631\u062f\u0646 \u0627\u06cc\u0646 \u0646\u06cc\u0627\u0632\u0647\u0627 \u062a\u06a9\u0627\u0645\u0644 \u0645\u06cc \u06cc\u0627\u0628\u062f:<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D8%B2%D9%85%DB%8C%D9%86%D9%87_%D8%BA%D9%86%DB%8C_%D9%88_%D9%85%D8%B9%D9%86%D8%A7%D8%AF%D8%A7%D8%B1_%F0%9F%93%9A\"><\/span>\n<p>  \u0632\u0645\u06cc\u0646\u0647 \u063a\u0646\u06cc \u0648 \u0645\u0639\u0646\u0627\u062f\u0627\u0631 \ud83d\udcda<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u062f\u0648 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u0633\u0646\u0627\u062f API \u0645\u0642\u0627\u06cc\u0633\u0647 \u06a9\u0646\u06cc\u0645:<\/p>\n<p><strong>\u0631\u0648\u06cc\u06a9\u0631\u062f \u0633\u0646\u062a\u06cc:<\/strong><\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight yaml\"><code><span class=\"na\">\/sensors\/temp<\/span><span class=\"pi\">:<\/span>\n  <span class=\"na\">get<\/span><span class=\"pi\">:<\/span>\n    <span class=\"na\">summary<\/span><span class=\"pi\">:<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">Obtener<\/span><span class=\"nv\"> <\/span><span class=\"s\">temperatura\"<\/span>\n    <span class=\"na\">responses<\/span><span class=\"pi\">:<\/span>\n      <span class=\"na\">200<\/span><span class=\"pi\">:<\/span>\n        <span class=\"na\">description<\/span><span class=\"pi\">:<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">\u00c9xito\"<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p><strong>\u0631\u0648\u06cc\u06a9\u0631\u062f \u063a\u0646\u06cc \u0628\u0631\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc:<\/strong><\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight yaml\"><code><span class=\"s\">\/equipment\/{id}\/health<\/span><span class=\"err\">:<\/span>\n  <span class=\"na\">get<\/span><span class=\"pi\">:<\/span>\n    <span class=\"na\">description<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">|<\/span>\n      <span class=\"s\">Eval\u00faa el estado integral del equipo considerando m\u00faltiples factores:<\/span>\n      <span class=\"s\">- M\u00e9tricas actuales comparadas con rangos hist\u00f3ricos normales<\/span>\n      <span class=\"s\">- Patrones de degradaci\u00f3n y similitud con fallos previos<\/span>\n      <span class=\"s\">- Contexto operacional (carga, ambiente, mantenimientos)<\/span>\n\n      <span class=\"s\">Use este endpoint cuando necesite:<\/span>\n      <span class=\"s\">1. Evaluaci\u00f3n completa del estado de salud del equipo<\/span>\n      <span class=\"s\">2. Predicci\u00f3n temprana de fallos potenciales<\/span>\n      <span class=\"s\">3. Recomendaciones de mantenimiento preventivo<\/span>\n\n      <span class=\"s\">La respuesta incluye no solo datos crudos, sino interpretaci\u00f3n<\/span>\n      <span class=\"s\">contextual y recomendaciones accionables.<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0622\u06cc\u0627 \u0645\u062a\u0648\u062c\u0647 \u062a\u0641\u0627\u0648\u062a \u0645\u06cc \u0634\u0648\u06cc\u062f\u061f \u0646\u0633\u062e\u0647 \u062f\u0648\u0645 \u0646\u0647 \u062a\u0646\u0647\u0627 \u0628\u0647 \u062a\u0648\u0635\u06cc\u0641 \u0686\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u062f\u060c \u0628\u0644\u06a9\u0647 WHY \u0648 WHEN \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0631\u0627 \u062a\u0648\u0636\u06cc\u062d \u0645\u06cc\u200c\u062f\u0647\u062f. \u0627\u06cc\u0646 \u0645\u0627\u0646\u0646\u062f \u0627\u0631\u0627\u0626\u0647 \u06cc\u06a9 \u062f\u0641\u062a\u0631\u0686\u0647 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a \u06a9\u0627\u0645\u0644 \u0628\u0647 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0645\u0627 \u0627\u0633\u062a.<br \/>\u0646\u0645\u0648\u0646\u0647 \u06a9\u0627\u0645\u0644 API \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u062f. {:target=&#8221;_blank&#8221;}<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%82%D8%AF%D8%B1%D8%AA_%DA%AF%D8%B1%D9%88%D9%87_%D9%87%D8%A7%DB%8C_%D8%B9%D9%85%D9%84_%D8%B3%D8%A7%D8%B2%D9%85%D8%A7%D9%86%D8%AF%D9%87%DB%8C_%D8%A7%D8%B7%D9%84%D8%A7%D8%B9%D8%A7%D8%AA_%F0%9F%8F%97%EF%B8%8F\"><\/span>\n<p>  \u0642\u062f\u0631\u062a \u06af\u0631\u0648\u0647 \u0647\u0627\u06cc \u0639\u0645\u0644: \u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \ud83c\udfd7\ufe0f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u06cc\u062c\u0627\u062f \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0645\u0627 \u0628\u0627 \u06cc\u06a9 \u0645\u0631\u062d\u0644\u0647 \u0627\u0633\u0627\u0633\u06cc \u0634\u0631\u0648\u0639 \u0645\u06cc \u0634\u0648\u062f. \u0627\u0632 \u06a9\u0646\u0633\u0648\u0644 AWS\u060c \u0646\u0627\u0645 \u0648 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u0639\u0646\u06cc\u200c\u062f\u0627\u0631\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0639\u0627\u0645\u0644 \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645. \u062a\u0648\u062c\u0647 \u0628\u0647 \u0627\u06cc\u0646 \u0646\u06a9\u062a\u0647 \u0645\u0647\u0645 \u0627\u0633\u062a \u06a9\u0647 \u06cc\u06a9 \u0648\u06cc\u0698\u06af\u06cc \u0628\u0631\u0627\u06cc \u0641\u0639\u0627\u0644 \u06a9\u0631\u062f\u0646 \u0647\u0645\u06a9\u0627\u0631\u06cc \u0686\u0646\u062f \u0639\u0627\u0645\u0644\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f &#8211; \u06cc\u06a9 \u0648\u06cc\u0698\u06af\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0645\u0642\u0627\u0644\u0647 \u0622\u06cc\u0646\u062f\u0647 \u0628\u0631\u0631\u0633\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.<\/p>\n<p><br \/><em>\u0634\u06a9\u0644 1: \u0631\u0627\u0628\u0637 \u0627\u06cc\u062c\u0627\u062f \u0639\u0627\u0645\u0644 \u062c\u062f\u06cc\u062f \u062f\u0631 AWS Bedrock\u060c \u06af\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f<\/em><\/p>\n<p>\u0645\u0631\u062d\u0644\u0647 \u0645\u0647\u0645 \u0628\u0639\u062f\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u062f\u0644 \u067e\u0627\u06cc\u0647 \u0648 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0647\u0627\u06cc \u067e\u0627\u06cc\u0647 \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u0645\u0648\u0631\u062f \u0645\u0627\u060c \u0645\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <strong>Anthropic Claude 3.5 Sonnet v2<\/strong>\u060c \u0645\u062f\u0644\u06cc \u06a9\u0647 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0638\u0631\u0641\u06cc\u062a \u062e\u0648\u062f \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0645\u062a\u0646\u06cc \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0641\u0646\u06cc \u0628\u0631\u062c\u0633\u062a\u0647 \u0627\u0633\u062a.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ft2prr5x55wc3dpxpsuqj.png\" alt=\"\u0645\u062f\u0644 \u0628\u0646\u06cc\u0627\u062f\u06cc \u0648 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0647\u0627\" loading=\"lazy\" width=\"800\" height=\"218\" title=\"\"><br \/><em>\u0634\u06a9\u0644 2: \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u062f\u0644 \u067e\u0627\u06cc\u0647 \u0648 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0647\u0627\u06cc \u067e\u0627\u06cc\u0647<\/em><\/p>\n<p>\u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0647\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0628\u0647 \u0639\u0627\u0645\u0644 \u062d\u06cc\u0627\u062a\u06cc \u0627\u0633\u062a \u0632\u06cc\u0631\u0627 \u0686\u0627\u0631\u0686\u0648\u0628\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u0645\u0627\u0645 \u062a\u0639\u0627\u0645\u0644\u0627\u062a \u0622\u062a\u06cc \u0622\u0646 \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u067e\u0633 \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u0628\u0627\u0631 \u062a\u06a9\u0631\u0627\u0631\u060c \u0627\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644\u200c\u0647\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0634\u062f\u0647\u200c\u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0645:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>Como especialista en monitoreo industrial, tu funci\u00f3n principal es proporcionar an\u00e1lisis precisos y recomendaciones t\u00e9cnicas utilizando un tono profesional y directo. Al interactuar con los usuarios:\n1. Prioriza la precisi\u00f3n t\u00e9cnica en tus respuestas\n2. Comunica los problemas y recomendaciones de manera clara y estructurada\n3. Utiliza terminolog\u00eda industrial est\u00e1ndar\n4. Mant\u00e9n un tono formal y objetivo\n5. Proporciona siempre el contexto necesario para tus recomendaciones\n6. Responde con datos cuantitativos cuando est\u00e9n disponibles\n7. Al detectar anomal\u00edas, proporciona explicaciones t\u00e9cnicas detalladas\n8. Presenta las recomendaciones de mantenimiento en orden de prioridad\n9. Tus respuestas deben ser suficiente claras y detalladas.\nAl manejar alertas o situaciones cr\u00edticas:\n- Comunica la urgencia de manera profesional sin causar alarma innecesaria\n- Proporciona pasos de acci\u00f3n claros y concisos\n- Incluye siempre los valores de referencia relevantes\n- Contextualiza las recomendaciones con datos hist\u00f3ricos cuando sea pertinente\n- Usa emojis para niveles de urgencia (\ud83d\udd34, \ud83d\udfe1, \ud83d\udfe2)\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<blockquote>\n<p><strong>\u0628\u0631\u0627\u06cc \u0646\u06a9\u062a\u0647<\/strong>: \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0647\u0627\u06cc \u067e\u0627\u06cc\u0647 \u062e\u0648\u062f \u0631\u0627 \u0622\u0632\u0645\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0645\u0646\u0627\u0633\u0628 \u062a\u0631\u06cc\u0646 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0645\u0627 \u0628\u0627\u0634\u062f.<\/p>\n<\/blockquote>\n<p>\u0627\u06a9\u0646\u0648\u0646 \u0628\u0647 \u06cc\u06a9 \u0645\u0631\u062d\u0644\u0647 \u062d\u06cc\u0627\u062a\u06cc \u0645\u06cc \u0631\u0633\u06cc\u0645: \u0627\u06cc\u062c\u0627\u062f \u062e\u0648\u062f\u0645\u0627\u0646 <em>\u06af\u0631\u0648\u0647 \u0627\u0642\u062f\u0627\u0645<\/em>. \u0627\u06cc\u0646 \u06af\u0631\u0648\u0647 \u0647\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u0639\u0627\u0645\u0644 \u0645\u0627 \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u06a9\u0646\u0646\u062f\u060c \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f \u00ab\u062a\u06cc\u0645 \u062a\u062d\u0644\u06cc\u0644\u00bb.<\/p>\n<p>\u06a9\u0646\u0633\u0648\u0644 \u062f\u0648 \u0631\u0648\u0634 \u0631\u0627 \u0628\u0631\u0627\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06af\u0631\u0648\u0647\u200c\u0647\u0627\u06cc \u0627\u06a9\u0634\u0646 \u0628\u0647 \u0645\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f:<\/p>\n<ol>\n<li>\n<p><strong>\u0637\u0631\u062d\u0648\u0627\u0631\u0647 OpenAPI<\/strong>: \u0631\u0648\u06cc\u06a9\u0631\u062f \u062a\u0631\u062c\u06cc\u062d\u06cc \u0645\u0646 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0627\u0633\u062a\u062d\u06a9\u0627\u0645 \u0648 \u0633\u0627\u062e\u062a\u0627\u0631 \u0622\u0646. \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0628\u0647 \u0645\u0627 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0635\u0631\u06cc\u062d \u0647\u0631 \u0639\u0645\u0644\u06cc\u0627\u062a API \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u0645 \u0648 \u06cc\u06a9 \u0642\u0631\u0627\u0631\u062f\u0627\u062f \u0648\u0627\u0636\u062d \u0628\u06cc\u0646 \u0639\u0627\u0645\u0644 \u062e\u0648\u062f \u0648 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0635\u0646\u0639\u062a\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645.<\/p>\n<\/li>\n<li>\n<p><strong>\u062c\u0632\u0626\u06cc\u0627\u062a \u0639\u0645\u0644\u06a9\u0631\u062f<\/strong>: \u06cc\u06a9 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0645\u0633\u062a\u0642\u06cc\u0645 \u062a\u0631\u060c \u0627\u06cc\u062f\u0647 \u0622\u0644 \u0628\u0631\u0627\u06cc \u062a\u0639\u0631\u06cc\u0641 \u0635\u0631\u06cc\u062d \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u06cc\u06a9 \u0645\u0633\u06cc\u0631 \u0633\u0627\u062f\u0647 \u062a\u0631 \u0648 \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631\u06cc \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u0627\u062c\u0631\u0627\u06cc \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<\/li>\n<\/ol>\n<blockquote>\n<p><strong>\u0628\u0631\u0627\u06cc \u0646\u06a9\u062a\u0647<\/strong>: \u0627\u0646\u062a\u062e\u0627\u0628 \u0628\u06cc\u0646 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0647\u0627 \u0628\u0647 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u067e\u0631\u0648\u0698\u0647 \u0634\u0645\u0627 \u0628\u0633\u062a\u06af\u06cc \u062f\u0627\u0631\u062f. \u0637\u0631\u062d OpenAPI \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u0627\u06cc \u06a9\u0647 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u06a9\u0646\u062a\u0631\u0644 \u06af\u0631\u0627\u0646\u0648\u0644 \u062f\u0627\u0631\u0646\u062f\u060c \u0628\u0631\u062a\u0631\u06cc \u0645\u06cc\u200c\u06cc\u0627\u0628\u062f\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u062c\u0632\u0626\u06cc\u0627\u062a \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u0633\u0631\u06cc\u0639 \u06cc\u0627 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0633\u0627\u062f\u0647\u200c\u062a\u0631 \u0627\u06cc\u062f\u0647\u200c\u0622\u0644 \u0647\u0633\u062a\u0646\u062f.<\/p>\n<\/blockquote>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Flvcdcsrdcodcr71o7g6y.png\" alt=\"\u06af\u0631\u0648\u0647 \u0627\u0642\u062f\u0627\u0645\" loading=\"lazy\" width=\"800\" height=\"406\" title=\"\"><br \/><em>\u0634\u06a9\u0644 3: \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06af\u0631\u0648\u0647 \u0627\u0642\u062f\u0627\u0645 \u06a9\u0647 \u06af\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0628\u0631\u0627\u06cc \u0627\u062f\u063a\u0627\u0645 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f<\/em><\/p>\n<p>\u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u0627\u060c \u0628\u0627 \u0628\u0647\u0631\u0647 \u06af\u06cc\u0631\u06cc \u0627\u0632 \u0627\u0633\u0646\u0627\u062f OpenAPI \u0645\u0648\u062c\u0648\u062f\u060c \u06af\u0632\u06cc\u0646\u0647 \u0627\u0648\u0644 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u06cc\u0645. \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06af\u0631\u0648\u0647 \u0639\u0645\u0644 \u0633\u0647 \u0645\u0633\u06cc\u0631 \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06a9\u0627\u0631\u0628\u0631 \u0628\u0647 \u0645\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<ol>\n<li>\n<p><strong>\u06cc\u06a9 \u062a\u0627\u0628\u0639 Lambda \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f<\/strong>: \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u06cc\u06a9 \u062a\u0627\u0628\u0639 Lambda \u062c\u062f\u06cc\u062f \u0627\u0632 \u0627\u0628\u062a\u062f\u0627 \u0628\u0627 \u06cc\u06a9 \u06a9\u062f \u0645\u062b\u0627\u0644 \u067e\u0627\u06cc\u0647 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u062f\u063a\u0627\u0645 \u0644\u0627\u0645\u0628\u062f\u0627<\/strong>: \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0628\u0647 \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u0633\u0641\u0627\u0631\u0634\u06cc Lambda \u0645\u062a\u0635\u0644 \u0634\u0648\u06cc\u062f \u06a9\u0647 \u0634\u0627\u0645\u0644 \u062a\u0645\u0627\u0645 \u0645\u0646\u0637\u0642 \u062a\u062c\u0627\u0631\u06cc \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0622\u0646 \u06af\u0631\u0648\u0647 \u0627\u0632 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u0627\u0633\u062a.<\/p>\n<\/li>\n<li>\n<p><strong>\u06a9\u0646\u062a\u0631\u0644 \u0628\u0631\u06af\u0634\u062a<\/strong>: \u06cc\u06a9 \u06af\u0632\u06cc\u0646\u0647 \u0633\u0627\u062f\u0647 \u062a\u0631 \u06a9\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0648\u0627\u0628\u0639 Lambda\u060c \u0628\u0627\u0632\u06af\u0631\u062f\u0627\u0646\u062f\u0646 \u06a9\u0646\u062a\u0631\u0644 \u0648 \u0627\u0631\u0633\u0627\u0644 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u06cc\u0645 \u062f\u0631 \u067e\u0627\u0633\u062e &#8220;InvokeAgent&#8221; \u0631\u0627 \u0646\u0627\u062f\u06cc\u062f\u0647 \u0645\u06cc \u06af\u06cc\u0631\u062f.<\/p>\n<\/li>\n<\/ol>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fhhrbjqix47wa782pdubj.png\" alt=\"\u0645\u062f\u06cc\u0631\u06cc\u062a \u0627\u0637\u0644\u0627\u0639\u0627\u062a\" loading=\"lazy\" width=\"800\" height=\"439\" title=\"\"><br \/><em>\u0634\u06a9\u0644 4: \u06af\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06a9\u0647 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0633\u0627\u0632\u06cc \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f<\/em><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C_%D8%AA%D8%A7%D8%A8%D8%B9_%D9%84%D8%A7%D9%85%D8%A8%D8%AF%D8%A7_%F0%9F%9B%A0%EF%B8%8F\"><\/span>\n<p>  \u0627\u062c\u0631\u0627\u06cc \u062a\u0627\u0628\u0639 \u0644\u0627\u0645\u0628\u062f\u0627 \ud83d\udee0\ufe0f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0631\u0627\u06cc \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc\u060c \u0627\u0648\u0644\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u06cc\u0645 \u0648 \u0627\u0632 \u06cc\u06a9 \u062a\u0627\u0628\u0639 Lambda \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u06cc\u0645. \u062f\u0631 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u067e\u0627\u06cc\u06cc\u0646\u200c\u062a\u0631\u060c \u0645\u0627 \u0637\u0631\u062d API \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0642\u0627\u0644\u0628 YAML \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u0648 \u0633\u0627\u062e\u062a\u0627\u0631 \u0627\u0631\u062a\u0628\u0627\u0637\u06cc \u0628\u06cc\u0646 \u0639\u0627\u0645\u0644 \u0648 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0635\u0646\u0639\u062a\u06cc \u062e\u0648\u062f \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u062a\u0627\u0628\u0639 Lambda \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0686\u0627\u0631\u0686\u0648\u0628 \u067e\u0627\u06cc\u0647\u200c\u0627\u06cc \u0631\u0627 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0645\u0627 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0622\u0646 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u062e\u0627\u0635 \u062e\u0648\u062f \u06af\u0633\u062a\u0631\u0634 \u062f\u0647\u06cc\u0645. \u0627\u06cc\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u067e\u0644\u06cc \u0628\u06cc\u0646 \u0639\u0627\u0645\u0644 \u0647\u0648\u0634\u0645\u0646\u062f \u0645\u0627 \u0648 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0635\u0646\u0639\u062a\u06cc \u062e\u0627\u0631\u062c\u06cc \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<blockquote>\n<p><strong>\u0628\u0631\u0627\u06cc \u0646\u06a9\u062a\u0647<\/strong>: \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f\u060c \u0627\u062c\u0631\u0627\u06cc \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0627\u0631\u062a\u062c\u0627\u0639\u06cc \u0645\u0627\u0646\u0646\u062f Circuit Breaker\u060c Timeouts \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u062e\u0637\u0627\u06cc \u0642\u0648\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a.<\/p>\n<\/blockquote>\n<p>\u062f\u0631 \u0632\u06cc\u0631 \u0627\u062c\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647 \u062a\u0627\u0628\u0639 \u0644\u0627\u0645\u0628\u062f\u0627 \u0622\u0645\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"kn\">import<\/span> <span class=\"n\">json<\/span>\n<span class=\"kn\">import<\/span> <span class=\"n\">urllib3<\/span>\n<span class=\"kn\">import<\/span> <span class=\"n\">os<\/span>\n<span class=\"kn\">from<\/span> <span class=\"n\">urllib.parse<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">urljoin<\/span>\n\n<span class=\"k\">def<\/span> <span class=\"nf\">process_api_path<\/span><span class=\"p\">(<\/span><span class=\"n\">api_path<\/span><span class=\"p\">,<\/span> <span class=\"n\">parameters<\/span><span class=\"p\">):<\/span>\n    <span class=\"sh\">\"\"\"<\/span><span class=\"s\">\n    Processes the apiPath by replacing variables {variable} with their corresponding values\n    from the parameters list.\n    <\/span><span class=\"sh\">\"\"\"<\/span>\n    <span class=\"n\">processed_path<\/span> <span class=\"o\">=<\/span> <span class=\"n\">api_path<\/span>\n    <span class=\"k\">for<\/span> <span class=\"n\">param<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">parameters<\/span><span class=\"p\">:<\/span>\n        <span class=\"n\">placeholder<\/span> <span class=\"o\">=<\/span> <span class=\"sh\">'<\/span><span class=\"s\">{<\/span><span class=\"sh\">'<\/span> <span class=\"o\">+<\/span> <span class=\"n\">param<\/span><span class=\"p\">[<\/span><span class=\"sh\">'<\/span><span class=\"s\">name<\/span><span class=\"sh\">'<\/span><span class=\"p\">]<\/span> <span class=\"o\">+<\/span> <span class=\"sh\">'<\/span><span class=\"s\">}<\/span><span class=\"sh\">'<\/span>\n        <span class=\"k\">if<\/span> <span class=\"n\">placeholder<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">processed_path<\/span><span class=\"p\">:<\/span>\n            <span class=\"n\">processed_path<\/span> <span class=\"o\">=<\/span> <span class=\"n\">processed_path<\/span><span class=\"p\">.<\/span><span class=\"nf\">replace<\/span><span class=\"p\">(<\/span><span class=\"n\">placeholder<\/span><span class=\"p\">,<\/span> <span class=\"nf\">str<\/span><span class=\"p\">(<\/span><span class=\"n\">param<\/span><span class=\"p\">[<\/span><span class=\"sh\">'<\/span><span class=\"s\">value<\/span><span class=\"sh\">'<\/span><span class=\"p\">]))<\/span>\n            <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sa\">f<\/span><span class=\"sh\">\"<\/span><span class=\"s\">Replaced parameter <\/span><span class=\"si\">{<\/span><span class=\"n\">param<\/span><span class=\"p\">[<\/span><span class=\"sh\">'<\/span><span class=\"s\">name<\/span><span class=\"sh\">'<\/span><span class=\"p\">]<\/span><span class=\"si\">}<\/span><span class=\"s\"> with value <\/span><span class=\"si\">{<\/span><span class=\"n\">param<\/span><span class=\"p\">[<\/span><span class=\"sh\">'<\/span><span class=\"s\">value<\/span><span class=\"sh\">'<\/span><span class=\"p\">]<\/span><span class=\"si\">}<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\n    <span class=\"k\">return<\/span> <span class=\"n\">processed_path<\/span>\n\n<span class=\"k\">def<\/span> <span class=\"nf\">lambda_handler<\/span><span class=\"p\">(<\/span><span class=\"n\">event<\/span><span class=\"p\">,<\/span> <span class=\"n\">context<\/span><span class=\"p\">):<\/span>\n    <span class=\"c1\"># Extract event data\n<\/span>    <span class=\"n\">agent<\/span> <span class=\"o\">=<\/span> <span class=\"n\">event<\/span><span class=\"p\">[<\/span><span class=\"sh\">'<\/span><span class=\"s\">agent<\/span><span class=\"sh\">'<\/span><span class=\"p\">]<\/span>\n    <span class=\"n\">actionGroup<\/span> <span class=\"o\">=<\/span> <span class=\"n\">event<\/span><span class=\"p\">[<\/span><span class=\"sh\">'<\/span><span class=\"s\">actionGroup<\/span><span class=\"sh\">'<\/span><span class=\"p\">]<\/span>\n    <span class=\"n\">apiPath<\/span> <span class=\"o\">=<\/span> <span class=\"n\">event<\/span><span class=\"p\">[<\/span><span class=\"sh\">'<\/span><span class=\"s\">apiPath<\/span><span class=\"sh\">'<\/span><span class=\"p\">]<\/span>\n    <span class=\"n\">httpMethod<\/span> <span class=\"o\">=<\/span> <span class=\"n\">event<\/span><span class=\"p\">[<\/span><span class=\"sh\">'<\/span><span class=\"s\">httpMethod<\/span><span class=\"sh\">'<\/span><span class=\"p\">]<\/span>\n    <span class=\"n\">parameters<\/span> <span class=\"o\">=<\/span> <span class=\"n\">event<\/span><span class=\"p\">.<\/span><span class=\"nf\">get<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">parameters<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"p\">[])<\/span>\n    <span class=\"n\">requestBody<\/span> <span class=\"o\">=<\/span> <span class=\"n\">event<\/span><span class=\"p\">.<\/span><span class=\"nf\">get<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">requestBody<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"p\">{})<\/span>\n\n    <span class=\"c1\"># Define base URL - ensure it doesn't end with a slash\n<\/span>    <span class=\"n\">BASE_URL<\/span> <span class=\"o\">=<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">https:\/\/MYENDPOINT.execute-api.us-east-1.amazonaws.com\/dev<\/span><span class=\"sh\">\"<\/span>\n\n    <span class=\"k\">try<\/span><span class=\"p\">:<\/span>\n        <span class=\"c1\"># Process the apiPath replacing variables\n<\/span>        <span class=\"n\">processed_path<\/span> <span class=\"o\">=<\/span> <span class=\"nf\">process_api_path<\/span><span class=\"p\">(<\/span><span class=\"n\">apiPath<\/span><span class=\"p\">,<\/span> <span class=\"n\">parameters<\/span><span class=\"p\">)<\/span>\n\n        <span class=\"c1\"># Construct the full URL - handling the slashes properly\n<\/span>        <span class=\"c1\"># Remove leading slash from processed_path if it exists to prevent double slashes\n<\/span>        <span class=\"n\">processed_path<\/span> <span class=\"o\">=<\/span> <span class=\"n\">processed_path<\/span><span class=\"p\">.<\/span><span class=\"nf\">lstrip<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">\/<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n        <span class=\"n\">full_url<\/span> <span class=\"o\">=<\/span> <span class=\"sa\">f<\/span><span class=\"sh\">\"<\/span><span class=\"si\">{<\/span><span class=\"n\">BASE_URL<\/span><span class=\"si\">}<\/span><span class=\"s\">\/<\/span><span class=\"si\">{<\/span><span class=\"n\">processed_path<\/span><span class=\"si\">}<\/span><span class=\"sh\">\"<\/span>\n\n        <span class=\"c1\"># Create HTTP pool manager\n<\/span>        <span class=\"n\">http<\/span> <span class=\"o\">=<\/span> <span class=\"n\">urllib3<\/span><span class=\"p\">.<\/span><span class=\"nc\">PoolManager<\/span><span class=\"p\">()<\/span>\n\n        <span class=\"c1\"># Make the GET request\n<\/span>        <span class=\"n\">response<\/span> <span class=\"o\">=<\/span> <span class=\"n\">http<\/span><span class=\"p\">.<\/span><span class=\"nf\">request<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">GET<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"n\">full_url<\/span><span class=\"p\">)<\/span>\n\n        <span class=\"c1\"># Parse JSON response\n<\/span>        <span class=\"n\">response_data<\/span> <span class=\"o\">=<\/span> <span class=\"n\">json<\/span><span class=\"p\">.<\/span><span class=\"nf\">loads<\/span><span class=\"p\">(<\/span><span class=\"n\">response<\/span><span class=\"p\">.<\/span><span class=\"n\">data<\/span><span class=\"p\">.<\/span><span class=\"nf\">decode<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">utf-8<\/span><span class=\"sh\">'<\/span><span class=\"p\">))<\/span>\n\n        <span class=\"c1\"># Construct response body\n<\/span>        <span class=\"n\">responseBody<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span>\n            <span class=\"sh\">\"<\/span><span class=\"s\">application\/json<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\n                <span class=\"sh\">\"<\/span><span class=\"s\">body<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"n\">response_data<\/span>\n            <span class=\"p\">}<\/span>\n        <span class=\"p\">}<\/span>\n\n        <span class=\"c1\"># Build final response\n<\/span>        <span class=\"n\">action_response<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span>\n            <span class=\"sh\">'<\/span><span class=\"s\">actionGroup<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"n\">actionGroup<\/span><span class=\"p\">,<\/span>\n            <span class=\"sh\">'<\/span><span class=\"s\">apiPath<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"n\">apiPath<\/span><span class=\"p\">,<\/span>\n            <span class=\"sh\">'<\/span><span class=\"s\">httpMethod<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"n\">httpMethod<\/span><span class=\"p\">,<\/span>\n            <span class=\"sh\">'<\/span><span class=\"s\">httpStatusCode<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"n\">response<\/span><span class=\"p\">.<\/span><span class=\"n\">status<\/span><span class=\"p\">,<\/span>\n            <span class=\"sh\">'<\/span><span class=\"s\">responseBody<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"n\">responseBody<\/span>\n        <span class=\"p\">}<\/span>\n\n        <span class=\"n\">api_response<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span>\n            <span class=\"sh\">'<\/span><span class=\"s\">response<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"n\">action_response<\/span><span class=\"p\">,<\/span>\n            <span class=\"sh\">'<\/span><span class=\"s\">messageVersion<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"n\">event<\/span><span class=\"p\">[<\/span><span class=\"sh\">'<\/span><span class=\"s\">messageVersion<\/span><span class=\"sh\">'<\/span><span class=\"p\">]<\/span>\n        <span class=\"p\">}<\/span>\n\n        <span class=\"k\">return<\/span> <span class=\"n\">api_response<\/span>\n\n    <span class=\"k\">except<\/span> <span class=\"nb\">Exception<\/span> <span class=\"k\">as<\/span> <span class=\"n\">e<\/span><span class=\"p\">:<\/span>\n        <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sa\">f<\/span><span class=\"sh\">\"<\/span><span class=\"s\">Error occurred: <\/span><span class=\"si\">{<\/span><span class=\"nf\">str<\/span><span class=\"p\">(<\/span><span class=\"n\">e<\/span><span class=\"p\">)<\/span><span class=\"si\">}<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\n        <span class=\"k\">if<\/span> <span class=\"sh\">'<\/span><span class=\"s\">full_url<\/span><span class=\"sh\">'<\/span> <span class=\"ow\">in<\/span> <span class=\"nf\">locals<\/span><span class=\"p\">():<\/span>\n            <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sa\">f<\/span><span class=\"sh\">\"<\/span><span class=\"s\">Failed URL was: <\/span><span class=\"si\">{<\/span><span class=\"n\">full_url<\/span><span class=\"si\">}<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\n\n        <span class=\"n\">error_response<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span>\n            <span class=\"sh\">'<\/span><span class=\"s\">actionGroup<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"n\">actionGroup<\/span><span class=\"p\">,<\/span>\n            <span class=\"sh\">'<\/span><span class=\"s\">apiPath<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"n\">apiPath<\/span><span class=\"p\">,<\/span>\n            <span class=\"sh\">'<\/span><span class=\"s\">httpMethod<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"n\">httpMethod<\/span><span class=\"p\">,<\/span>\n            <span class=\"sh\">'<\/span><span class=\"s\">httpStatusCode<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"mi\">500<\/span><span class=\"p\">,<\/span>\n            <span class=\"sh\">'<\/span><span class=\"s\">responseBody<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\n                <span class=\"sh\">\"<\/span><span class=\"s\">application\/json<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\n                    <span class=\"sh\">\"<\/span><span class=\"s\">body<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"sa\">f<\/span><span class=\"sh\">\"<\/span><span class=\"s\">Error calling API: <\/span><span class=\"si\">{<\/span><span class=\"nf\">str<\/span><span class=\"p\">(<\/span><span class=\"n\">e<\/span><span class=\"p\">)<\/span><span class=\"si\">}<\/span><span class=\"sh\">\"<\/span>\n                <span class=\"p\">}<\/span>\n            <span class=\"p\">}<\/span>\n        <span class=\"p\">}<\/span>\n\n        <span class=\"k\">return<\/span> <span class=\"p\">{<\/span>\n            <span class=\"sh\">'<\/span><span class=\"s\">response<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"n\">error_response<\/span><span class=\"p\">,<\/span>\n            <span class=\"sh\">'<\/span><span class=\"s\">messageVersion<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"n\">event<\/span><span class=\"p\">[<\/span><span class=\"sh\">'<\/span><span class=\"s\">messageVersion<\/span><span class=\"sh\">'<\/span><span class=\"p\">]<\/span>\n        <span class=\"p\">}<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u06a9\u0627\u0645\u0644 \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u062c\u0631\u0627\u06cc \u062a\u0648\u0627\u0628\u0639 Lambda \u0628\u0631\u0627\u06cc Bedrock Agents \u062f\u0631 \u0627\u0633\u0646\u0627\u062f \u0631\u0633\u0645\u06cc AWS \u0645\u0648\u062c\u0648\u062f \u0627\u0633\u062a{:target=&#8221;_blank&#8221;}.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%87%D9%86%D8%B1_%D8%A7%D8%B3%D8%AA%D9%86%D8%AA%D8%A7%D8%AC_%D8%AF%D8%B3%D8%AA%DB%8C%D8%A7%D8%B1_%D9%85%D8%A7_%DA%86%DA%AF%D9%88%D9%86%D9%87_%D9%81%DA%A9%D8%B1_%D9%85%DB%8C_%DA%A9%D9%86%D8%AF_%F0%9F%A7%A0\"><\/span>\n<p>  \u0647\u0646\u0631 \u0627\u0633\u062a\u0646\u062a\u0627\u062c: \u062f\u0633\u062a\u06cc\u0627\u0631 \u0645\u0627 \u0686\u06af\u0648\u0646\u0647 \u0641\u06a9\u0631 \u0645\u06cc \u06a9\u0646\u062f \ud83e\udde0<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u062c\u0630\u0627\u0628\u200c\u062a\u0631\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631 \u0628\u0627 Bedrock Agents\u060c \u0645\u0634\u0627\u0647\u062f\u0647 \u0641\u0631\u0622\u06cc\u0646\u062f \u062a\u0641\u06a9\u0631 \u062f\u0633\u062a\u06cc\u0627\u0631 \u0645\u0627 \u0627\u0633\u062a. \u0628\u06cc\u0627\u06cc\u06cc\u062f \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u06cc\u06a9 \u0633\u0648\u0627\u0644 \u0628\u0647 \u0638\u0627\u0647\u0631 \u0633\u0627\u062f\u0647 \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>Usuario: \"\u00bfC\u00f3mo est\u00e1 el compresor COMP-101?\"\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0627\u06cc\u0646 \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0645\u0633\u062a\u062d\u0642 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0642\u06cc\u0642 \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fovthdio2vygy3konnul6.png\" alt=\"\u06a9\u0646\u0633\u0648\u0644 \u062a\u0633\u062a Bedrock Agent\" loading=\"lazy\" width=\"680\" height=\"477\" title=\"\"><br \/><em>\u0634\u06a9\u0644 5: \u06a9\u0646\u0633\u0648\u0644 \u062a\u0633\u062a Bedrock Agent \u06a9\u0647 \u0641\u0631\u0622\u06cc\u0646\u062f \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0628\u0644\u0627\u062f\u0631\u0646\u06af \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f<\/em><\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D8%A7%D9%86%D8%AA%D8%AE%D8%A7%D8%A8_%D9%87%D9%88%D8%B4%D9%85%D9%86%D8%AF_%D8%B3%D9%87%D8%A7%D9%85_%E2%9A%A1\"><\/span>\n<p>  \u0627\u0646\u062a\u062e\u0627\u0628 \u0647\u0648\u0634\u0645\u0646\u062f \u0633\u0647\u0627\u0645 \u26a1<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0628\u0633\u062a\u0631\u06a9 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647 \u0627\u0633\u062a. \u0633\u06cc\u0633\u062a\u0645 \u0628\u0647 \u0637\u0648\u0631 \u062f\u0642\u06cc\u0642 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0627 API \u0647\u0627\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0634\u062f\u0647 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u062a\u0634\u062e\u06cc\u0635 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0628\u0627\u06cc\u062f \u062f\u0648 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0644\u0627\u0632\u0645 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u06a9\u0646\u062f.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fmw9t1hs1xz655j5dr4yh.png\" alt=\"\u0639\u0642\u0644\u0627\u0646\u06cc \u0633\u0627\u0632\u06cc\" loading=\"lazy\" width=\"605\" height=\"203\" title=\"\"><br \/><em>\u0634\u06a9\u0644 6: \u0641\u0631\u0622\u06cc\u0646\u062f \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648 \u0627\u0646\u062a\u062e\u0627\u0628 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u062a\u0648\u0633\u0637 \u0639\u0627\u0645\u0644<\/em><\/p>\n<p>\u062f\u0642\u062a \u062f\u0631 \u0627\u0631\u0633\u0627\u0644 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 \u0646\u062a\u0627\u06cc\u062c \u0645\u0631\u062a\u0628\u0637 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fa06fx780poyedr7avxdt.png\" alt=\"\u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc\" loading=\"lazy\" width=\"599\" height=\"366\" title=\"\"><br \/><em>\u0634\u06a9\u0644 7: \u062c\u0632\u0626\u06cc\u0627\u062a \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc API \u06a9\u0647 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0634\u062f\u0647 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f<\/em><\/p>\n<p>\u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u0632 API \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u0633\u0627\u062e\u062a\u0627\u0631\u0645\u0646\u062f \u0648 \u063a\u0646\u06cc \u0627\u0632 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0647\u0633\u062a\u0646\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight json\"><code><span class=\"p\">{<\/span><span class=\"w\">\n  <\/span><span class=\"nl\">\"observation\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">[<\/span><span class=\"w\">\n    <\/span><span class=\"p\">{<\/span><span class=\"w\">\n      <\/span><span class=\"nl\">\"actionGroupInvocationOutput\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n        <\/span><span class=\"nl\">\"text\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n          <\/span><span class=\"nl\">\"timestamp\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"2024-12-16T18:53:15.831388624\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n          <\/span><span class=\"nl\">\"currentMetrics\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n            <\/span><span class=\"nl\">\"temperature\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n              <\/span><span class=\"nl\">\"value\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"mf\">58.793772275518556<\/span><span class=\"p\">,<\/span><span class=\"w\">\n              <\/span><span class=\"nl\">\"status\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"warning\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n              <\/span><span class=\"nl\">\"normalRange\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n                <\/span><span class=\"nl\">\"min\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"mf\">45.0<\/span><span class=\"p\">,<\/span><span class=\"w\">\n                <\/span><span class=\"nl\">\"max\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"mf\">75.0<\/span><span class=\"w\">\n              <\/span><span class=\"p\">},<\/span><span class=\"w\">\n              <\/span><span class=\"nl\">\"trend\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"kc\">null<\/span><span class=\"w\">\n            <\/span><span class=\"p\">},<\/span><span class=\"w\">\n            <\/span><span class=\"nl\">\"vibration\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n              <\/span><span class=\"nl\">\"value\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"mf\">0.6886295012687516<\/span><span class=\"p\">,<\/span><span class=\"w\">\n              <\/span><span class=\"nl\">\"status\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"normal\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n              <\/span><span class=\"nl\">\"normalRange\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"kc\">null<\/span><span class=\"p\">,<\/span><span class=\"w\">\n              <\/span><span class=\"nl\">\"trend\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"stable\"<\/span><span class=\"w\">\n            <\/span><span class=\"p\">}<\/span><span class=\"w\">\n          <\/span><span class=\"p\">},<\/span><span class=\"w\">\n          <\/span><span class=\"nl\">\"trends\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n            <\/span><span class=\"nl\">\"degradationRate\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"mf\">0.3135457243666949<\/span><span class=\"p\">,<\/span><span class=\"w\">\n            <\/span><span class=\"nl\">\"predictedFailureTime\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"2025-01-15T18:53:15.831500657\"<\/span><span class=\"w\">\n          <\/span><span class=\"p\">},<\/span><span class=\"w\">\n          <\/span><span class=\"nl\">\"recommendations\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">[<\/span><span class=\"w\">\n            <\/span><span class=\"p\">{<\/span><span class=\"w\">\n              <\/span><span class=\"nl\">\"priority\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"medium\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n              <\/span><span class=\"nl\">\"action\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"Replace bearing\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n              <\/span><span class=\"nl\">\"rationale\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"Based on temperature patterns\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n              <\/span><span class=\"nl\">\"deadline\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"2025-01-14\"<\/span><span class=\"w\">\n            <\/span><span class=\"p\">},<\/span><span class=\"w\">\n            <\/span><span class=\"p\">{<\/span><span class=\"w\">\n              <\/span><span class=\"nl\">\"priority\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"medium\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n              <\/span><span class=\"nl\">\"action\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"Lubricate components\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n              <\/span><span class=\"nl\">\"rationale\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"Based on vibration patterns\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n              <\/span><span class=\"nl\">\"deadline\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"2024-12-18\"<\/span><span class=\"w\">\n            <\/span><span class=\"p\">}<\/span><span class=\"w\">\n          <\/span><span class=\"p\">]<\/span><span class=\"w\">\n        <\/span><span class=\"p\">}<\/span><span class=\"w\">\n      <\/span><span class=\"p\">}<\/span><span class=\"w\">\n    <\/span><span class=\"p\">}<\/span><span class=\"w\">\n  <\/span><span class=\"p\">]<\/span><span class=\"w\">\n<\/span><span class=\"p\">}<\/span><span class=\"w\">\n<\/span><\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h4><span class=\"ez-toc-section\" id=\"%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D9%88_%D8%AA%D8%B1%DA%A9%DB%8C%D8%A8_%D8%A7%D8%B7%D9%84%D8%A7%D8%B9%D8%A7%D8%AA_%F0%9F%94%84\"><\/span>\n<p>  \u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u062a\u0631\u06a9\u06cc\u0628 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \ud83d\udd04<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u0639\u0627\u0645\u0644 \u06cc\u06a9 \u0645\u0631\u062d\u0644\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u0627\u0636\u0627\u0641\u06cc \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u062a\u0645\u0627\u0645 \u0627\u06cc\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u067e\u0627\u0633\u062e \u0645\u0646\u0633\u062c\u0645 \u0648 \u0639\u0645\u0644\u06cc \u062a\u0631\u06a9\u06cc\u0628 \u06a9\u0646\u062f:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fperoku1350eiwj3ukjrq.png\" alt=\"\u0645\u0646\u0637\u0642\u06cc \u06a9\u0631\u062f\u0646 \u067e\u0627\u0633\u062e\" loading=\"lazy\" width=\"616\" height=\"129\" title=\"\"><br \/><em>\u0634\u06a9\u0644 8: \u0641\u0631\u0622\u06cc\u0646\u062f \u0633\u0646\u062a\u0632 \u0648 \u0641\u0631\u0645\u0648\u0644\u0627\u0633\u06cc\u0648\u0646 \u067e\u0627\u0633\u062e \u0646\u0647\u0627\u06cc\u06cc<\/em><\/p>\n<p>\u0646\u062a\u06cc\u062c\u0647 \u06cc\u06a9 \u067e\u0627\u0633\u062e \u0631\u0648\u0634\u0646 \u0648 \u0639\u0645\u0644 \u0645\u062d\u0648\u0631 \u0627\u0633\u062a:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F1fjynnsbg97r65o8o0j5.png\" alt=\"\u067e\u0627\u0633\u062e \u0645\u062f\u0644\" loading=\"lazy\" width=\"599\" height=\"350\" title=\"\"><br \/><em>\u0634\u06a9\u0644 9: \u067e\u0627\u0633\u062e \u0646\u0647\u0627\u06cc\u06cc \u0639\u0627\u0645\u0644 \u06a9\u0647 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648 \u062a\u0648\u0635\u06cc\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0645\u0644 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f<\/em><\/p>\n<blockquote>\n<p><strong>\u0628\u0631\u0627\u06cc \u0646\u06a9\u062a\u0647<\/strong>: \u06a9\u06cc\u0641\u06cc\u062a \u067e\u0627\u0633\u062e \u0647\u0627\u06cc \u0639\u0627\u0645\u0644 \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0628\u0647 \u062f\u0648 \u0639\u0627\u0645\u0644 \u06a9\u0644\u06cc\u062f\u06cc \u0628\u0633\u062a\u06af\u06cc \u062f\u0627\u0631\u062f:<\/p>\n<ol>\n<li>\u062f\u0642\u062a \u0648 \u0648\u0636\u0648\u062d \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0647\u0627\u06cc \u067e\u0627\u06cc\u0647 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a<\/li>\n<li>\u06a9\u06cc\u0641\u06cc\u062a \u0648 \u06a9\u0627\u0645\u0644 \u0628\u0648\u062f\u0646 \u0627\u0633\u0646\u0627\u062f API<\/li>\n<\/ol>\n<\/blockquote>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A2%D8%B2%D9%85%D8%A7%DB%8C%D8%B4_%D9%88_%D8%A7%D8%B9%D8%AA%D8%A8%D8%A7%D8%B1%D8%B3%D9%86%D8%AC%DB%8C_%D9%84%D8%AD%D8%B8%D9%87_%D8%AD%D9%82%DB%8C%D9%82%D8%AA_%F0%9F%A7%AA\"><\/span>\n<p>  \u0622\u0632\u0645\u0627\u06cc\u0634 \u0648 \u0627\u0639\u062a\u0628\u0627\u0631\u0633\u0646\u062c\u06cc: \u0644\u062d\u0638\u0647 \u062d\u0642\u06cc\u0642\u062a \ud83e\uddea<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0622\u0632\u0645\u0648\u0646 \u0648\u0627\u0642\u0639\u06cc \u0647\u0631 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0641\u062a\u0627\u0631 \u0622\u0646 \u062f\u0631 \u0634\u0631\u0627\u06cc\u0637 \u0648\u0627\u0642\u0639\u06cc \u0627\u0633\u062a. \u0648\u0642\u062a\u06cc \u062f\u0633\u062a\u06cc\u0627\u0631 \u0645\u0627 \u0627\u0648\u0644\u06cc\u0646 \u062a\u0648\u0635\u06cc\u0647 \u0648\u0627\u0642\u0639\u0627\u064b \u0645\u0639\u0646\u0627\u062f\u0627\u0631 \u062e\u0648\u062f \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u06a9\u0631\u062f\u060c \u062a\u0623\u06cc\u06cc\u062f \u06a9\u0631\u062f\u06cc\u0645 \u06a9\u0647 \u062f\u0631 \u0645\u0633\u06cc\u0631 \u062f\u0631\u0633\u062a\u06cc \u0647\u0633\u062a\u06cc\u0645. \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0647 \u0628\u0631\u062e\u06cc \u0627\u0632 \u062a\u0639\u0627\u0645\u0644\u0627\u062a \u0648\u0627\u0642\u0639\u06cc \u06a9\u0647 \u067e\u062a\u0627\u0646\u0633\u06cc\u0644 \u0627\u06cc\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0646\u06af\u0627\u0647 \u06a9\u0646\u06cc\u0645:<\/p>\n<p>\u0646\u0645\u0648\u0646\u0647 \u0627\u06cc \u0627\u0632 \u062a\u062d\u0644\u06cc\u0644 \u0631\u0648\u0646\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>Operador: \"\u00bfCu\u00e1l es la tendencia que se tiene con el equipo EQ-005?\"\n\nAsistente: \n\ud83d\udfe1 AN\u00c1LISIS DE TENDENCIAS EQ-005:\n\n1. Estado Actual:\n- Temperatura: 75.77\u00b0C (en l\u00edmite superior del rango normal 45-75\u00b0C)\n- Vibraci\u00f3n: En estado CR\u00cdTICO con tendencia \"estable a incremento\"\n\n2. Tendencias Preocupantes:\n- Tasa de degradaci\u00f3n: 21.93%\n- Fecha prevista de falla: 5 de marzo 2025\n- Patr\u00f3n de vibraciones en aumento\n\n3. Historial Relevante:\n- M\u00faltiples paradas de emergencia por picos de temperatura\n- Problemas recurrentes en sistema de enfriamiento\n\n4. Acciones Recomendadas Urgentes:\n- Lubricaci\u00f3n de componentes (antes del 27\/12\/2024)\n- Verificaci\u00f3n de alineaci\u00f3n (antes del 11\/01\/2025)\n\nSe recomienda atenci\u00f3n inmediata para evitar una falla mayor en los pr\u00f3ximos meses.\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0639\u0642\u0644\u0627\u0646\u06cc\u062a \u0639\u0627\u0645\u0644 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f \u06cc\u06a9 \u0641\u0631\u0622\u06cc\u0646\u062f \u0641\u06a9\u0631\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F515wcdi0p480527qjhs2.png\" alt=\"\u067e\u0627\u0633\u062e \u0645\u062f\u0644\" loading=\"lazy\" width=\"754\" height=\"465\" title=\"\"><br \/><em>\u0634\u06a9\u0644 10: \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062a\u0641\u0635\u06cc\u0644\u06cc \u06a9\u0647 \u0641\u0631\u0622\u06cc\u0646\u062f \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0639\u0627\u0645\u0644 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f<\/em><\/p>\n<p>\u0628\u0631\u0627\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646 \u062a\u0637\u0628\u06cc\u0642 \u067e\u0630\u06cc\u0631\u06cc \u0633\u06cc\u0633\u062a\u0645\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0633\u0646\u0627\u0631\u06cc\u0648\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u0631\u06cc \u0631\u0627 \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u0645:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>Usuario: \"Necesito un an\u00e1lisis completo del compresor COMP-101, especialmente su \ncomportamiento durante el \u00faltimo trimestre.\"\n\nAsistente: \ud83d\udfe1 AN\u00c1LISIS COMPRESOR COMP-101:\n\nEstado Actual:\n- Temperatura: 68.95\u00b0C (Advertencia - cercano al l\u00edmite m\u00e1ximo de 75\u00b0C)\n- Vibraci\u00f3n: Estado CR\u00cdTICO con tendencia ascendente \ud83d\udd34\n\nTendencias Preocupantes:\n1. Tasa de degradaci\u00f3n: 47.5%\n2. Tiempo estimado de fallo: 09\/02\/2025\n3. Patr\u00f3n de mantenimientos de emergencia frecuentes en el \u00faltimo trimestre\n\nAcciones Prioritarias:\n1. URGENTE: Atender niveles cr\u00edticos de vibraci\u00f3n\n2. Ejecutar lubricaci\u00f3n de componentes antes del 30\/12\/2024\n3. Programar limpieza de filtros antes del 10\/01\/2025\n\nRecomendaciones:\n- Adelantar el mantenimiento preventivo programado\n- Implementar monitoreo continuo de vibraci\u00f3n\n- Revisar sistema de refrigeraci\u00f3n por temperaturas elevadas\n\nEl equipo muestra signos de degradaci\u00f3n acelerada que requieren atenci\u00f3n inmediata para prevenir fallos cr\u00edticos.\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0639\u0642\u0644\u0627\u0646\u06cc\u062a \u0639\u0627\u0645\u0644 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u062f\u0631\u06a9 \u0639\u0645\u06cc\u0642 \u0627\u0632 \u062c\u0646\u0628\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0633\u06cc\u0633\u062a\u0645 \u0627\u0633\u062a:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Flms028kgd5cf6t7pgpnh.png\" alt=\"\u067e\u0627\u0633\u062e \u0645\u062f\u0644\" loading=\"lazy\" width=\"778\" height=\"425\" title=\"\"><br \/><em>\u0634\u06a9\u0644 11: \u0641\u0631\u0622\u06cc\u0646\u062f \u062a\u062d\u0644\u06cc\u0644 \u0686\u0646\u062f \u0639\u0627\u0645\u0644\u06cc \u0639\u0627\u0645\u0644<\/em><\/p>\n<blockquote>\n<p><strong>\u0628\u0631\u0627\u06cc \u0646\u06a9\u062a\u0647<\/strong>: \u0645\u0648\u0641\u0642\u06cc\u062a \u062f\u0631 \u0622\u0632\u0645\u0648\u0646 \u0628\u0633\u062a\u06af\u06cc \u0628\u0647 \u0627\u06cc\u0646 \u062f\u0627\u0631\u062f:<\/p>\n<ul>\n<li>\u062a\u0646\u0648\u0639 \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc \u0622\u0632\u0645\u0648\u0646<\/li>\n<li>\u0627\u0639\u062a\u0628\u0627\u0631\u0633\u0646\u062c\u06cc \u067e\u0627\u0633\u062e \u0647\u0627 \u0628\u0627 \u06a9\u0627\u0631\u0634\u0646\u0627\u0633\u0627\u0646 \u062d\u0648\u0632\u0647<\/li>\n<li>\u0645\u0633\u062a\u0646\u062f\u0633\u0627\u0632\u06cc \u0633\u06cc\u0633\u062a\u0645\u0627\u062a\u06cc\u06a9 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u0648\u0641\u0642 \u0648 \u0646\u0627\u0645\u0648\u0641\u0642<\/li>\n<\/ul>\n<\/blockquote>\n<h3><span class=\"ez-toc-section\" id=\"%D8%BA%D9%86%DB%8C_%D8%B3%D8%A7%D8%B2%DB%8C_%D8%A8%D8%A7_%D9%BE%D8%A7%DB%8C%DA%AF%D8%A7%D9%87_%D9%87%D8%A7%DB%8C_%D8%AF%D8%A7%D9%86%D8%B4_%F0%9F%93%9A\"><\/span>\n<p>  \u063a\u0646\u06cc \u0633\u0627\u0632\u06cc \u0628\u0627 \u067e\u0627\u06cc\u06af\u0627\u0647 \u0647\u0627\u06cc \u062f\u0627\u0646\u0634 \ud83d\udcda<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u062f\u0633\u062a\u06cc\u0627\u0631 \u062e\u0648\u062f \u0631\u0627 \u06cc\u06a9 \u0642\u062f\u0645 \u062c\u0644\u0648\u062a\u0631 \u0628\u0628\u0631\u06cc\u0645. \u0634\u0631\u06a9\u062a \u0647\u0627 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0627\u0633\u0646\u0627\u062f \u0641\u0646\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u0627\u06cc \u062f\u0627\u0631\u0646\u062f:<\/p>\n<ul>\n<li>\u062f\u0641\u062a\u0631\u0686\u0647 \u0631\u0627\u0647\u0646\u0645\u0627<\/li>\n<li>\u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u062a\u0639\u0645\u06cc\u0631 \u0648 \u0646\u06af\u0647\u062f\u0627\u0631\u06cc<\/li>\n<li>\u0627\u0633\u0646\u0627\u062f \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc<\/li>\n<li>\u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u062e\u062f\u0645\u0627\u062a<\/li>\n<\/ul>\n<p>\u0627\u06cc\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06cc\u06a9 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u0646\u0634 \u0628\u0633\u062a\u0631 \u062f\u0631 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0645\u0627 \u0627\u062f\u063a\u0627\u0645 \u06a9\u0631\u062f. \u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u0627\u060c \u0645\u0627 \u0642\u0628\u0644\u0627\u064b \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0645\u0630\u06a9\u0648\u0631 \u0631\u0627 \u0628\u0627 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0641\u0646\u06cc \u0645\u0631\u0628\u0648\u0637\u0647 \u0627\u06cc\u062c\u0627\u062f \u0648 \u062a\u063a\u0630\u06cc\u0647 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645.<\/p>\n<p>\u0627\u062f\u063a\u0627\u0645 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0627\u0633\u062a: \u0645\u0627 \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u062e\u0648\u062f \u0631\u0627 \u0648\u06cc\u0631\u0627\u06cc\u0634 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0628\u0647 \u0627\u0648 \u0628\u06af\u0648\u06cc\u06cc\u0645 \u0627\u0632 \u06a9\u062f\u0627\u0645 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u0646\u0634 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F8w5r2hrraklxawlbfaue.png\" alt=\"\u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u0646\u0634\" loading=\"lazy\" width=\"800\" height=\"323\" title=\"\"><br \/><em>\u0634\u06a9\u0644 12: \u06af\u0633\u062a\u0631\u0634 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06cc\u06a9 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u0646\u0634<\/em><\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D9%86%D9%85%D9%88%D9%86%D9%87_%D8%A7%DB%8C_%D8%A7%D8%B2_%D8%A7%D8%AF%D8%BA%D8%A7%D9%85_%D8%AF%D8%A7%D9%86%D8%B4\"><\/span>\n<p>  \u0646\u0645\u0648\u0646\u0647 \u0627\u06cc \u0627\u0632 \u0627\u062f\u063a\u0627\u0645 \u062f\u0627\u0646\u0634<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u0645 \u06a9\u0647 \u0639\u0627\u0645\u0644 \u0686\u06af\u0648\u0646\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0644\u0627\u062f\u0631\u0646\u06af \u0631\u0627 \u0628\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u0646\u0634 \u062a\u0631\u06a9\u06cc\u0628 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>Usuario: \"Cual es el procedimiento para reemplazar el compresor RTD-809?\"\n\nAsistente:\ud83d\udfe1 Procedimiento de Reemplazo del Compresor RTD-809\n\n1. Preparaci\u00f3n Previa:\n   - Realizar respaldo de par\u00e1metros operativos actuales\n   - Verificar disponibilidad del compresor de reemplazo\n   - Preparar herramientas y equipo de seguridad necesario\n\n2. Procedimiento de Seguridad:\n   - Desenergizar completamente el equipo\n   - Colocar bloqueo y etiquetado (LOTO)\n   - Verificar ausencia de energ\u00eda residual\n   - Esperar el tiempo necesario para enfriamiento (temperatura actual: 78.32\u00b0C)\n\n3. Desmontaje:\n   - Desconectar l\u00edneas de refrigeraci\u00f3n\n   - Liberar presi\u00f3n del sistema\n   - Retirar conexiones el\u00e9ctricas\n   - Documentar la posici\u00f3n de todas las conexiones\n   - Remover pernos de montaje\n\n4. Instalaci\u00f3n del Nuevo Compresor:\n   - Verificar alineaci\u00f3n\n   - Instalar nuevos sellos y empaques\n   - Apretar pernos seg\u00fan especificaciones\n   - Reconectar l\u00edneas de refrigeraci\u00f3n\n   - Restablecer conexiones el\u00e9ctricas\n\n5. Puesta en Marcha:\n   - Realizar prueba de fugas\n   - Verificar niveles de aceite\n   - Energizar gradualmente\n   - Monitorear temperatura y vibraci\u00f3n\n   - Verificar par\u00e1metros operativos\n\nNotas Importantes:\n- Considerar el historial reciente de mantenimiento, especialmente la reparaci\u00f3n del \n  sistema de enfriamiento del 16\/10\/2024\n- Programar el reemplazo antes del 29\/01\/2025 (fecha prevista de falla)\n- Realizar pruebas de vibraci\u00f3n exhaustivas debido al reciente reemplazo de rodamientos\n\nSe recomienda documentar todo el proceso y actualizar el historial de mantenimiento \nuna vez completado el reemplazo.\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0639\u0642\u0644\u0627\u0646\u06cc\u062a \u0639\u0627\u0645\u0644 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f\u060c \u06cc\u06a9\u067e\u0627\u0631\u0686\u06af\u06cc \u0645\u0624\u062b\u0631 \u0628\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0644\u0627\u062f\u0631\u0646\u06af (API \u0645\u0627) \u0648 \u062f\u0627\u0646\u0634 \u0645\u0633\u062a\u0646\u062f \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fxb7aoithnfjc0h4c3c7k.png\" alt=\"\u062a\u062d\u0644\u06cc\u0644 \u0645\u062f\u0644\" loading=\"lazy\" width=\"753\" height=\"120\" title=\"\"><br \/><em>\u0634\u06a9\u0644 13: \u0641\u0631\u0622\u06cc\u0646\u062f \u062a\u062d\u0644\u06cc\u0644 \u0639\u0627\u0645\u0644 \u0628\u0627 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u0646\u0634<\/em><\/p>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u0645\u060c \u062a\u0645\u0627\u0645 \u0645\u0631\u0627\u062c\u0639\u06cc \u06a9\u0647 \u062f\u0631 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u0646\u0634 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f \u0631\u0627 \u0628\u0647 \u0645\u0627 \u0645\u06cc \u06af\u0648\u06cc\u062f.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ffvn435m9t1r8b0ystapc.png\" alt=\"\u0627\u0631\u062c\u0627\u0639 \u0628\u0647 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u0646\u0634\" loading=\"lazy\" width=\"624\" height=\"359\" title=\"\"><br \/><em>\u0634\u06a9\u0644 14: \u0627\u0631\u062c\u0627\u0639 \u0628\u0647 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u0646\u0634<\/em><\/p>\n<blockquote>\n<p><strong>\u0628\u0631\u0627\u06cc \u0646\u06a9\u062a\u0647<\/strong>: \u0628\u0631\u0627\u06cc \u0628\u0647 \u062d\u062f\u0627\u06a9\u062b\u0631 \u0631\u0633\u0627\u0646\u062f\u0646 \u0627\u0631\u0632\u0634 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u0646\u0634:<\/p>\n<ul>\n<li>\u0627\u0633\u0646\u0627\u062f \u0631\u0627 \u0628\u0647 \u0631\u0648\u0632 \u0648 \u0628\u0647 \u062e\u0648\u0628\u06cc \u0633\u0627\u062e\u062a\u0627\u0631 \u06cc\u0627\u0641\u062a\u0647 \u0646\u06af\u0647 \u062f\u0627\u0631\u06cc\u062f<\/li>\n<\/ul>\n<\/blockquote>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A7%D9%81%DA%A9%D8%A7%D8%B1_%D9%86%D9%87%D8%A7%DB%8C%DB%8C_%D9%81%D8%B1%D8%A7%D8%AA%D8%B1_%D8%A7%D8%B2_%DA%A9%D8%AF_%F0%9F%8E%AF\"><\/span>\n<p>  \u0627\u0641\u06a9\u0627\u0631 \u0646\u0647\u0627\u06cc\u06cc: \u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u06a9\u062f \ud83c\udfaf<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u067e\u0633 \u0627\u0632 \u0627\u06cc\u0646 \u0633\u0641\u0631 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u062f\u0633\u062a\u06cc\u0627\u0631 \u0635\u0646\u0639\u062a\u06cc \u0647\u0648\u0634\u0645\u0646\u062f\u060c \u0633\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0633\u0627\u0633\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u0645 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0628\u06af\u0630\u0627\u0631\u0645\u060c \u0632\u06cc\u0631\u0627 \u0645\u0639\u062a\u0642\u062f\u0645 \u0622\u0646\u0647\u0627 \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0628\u0639\u062f\u06cc \u0634\u0645\u0627 \u0628\u0627 \u0639\u0648\u0627\u0645\u0644 Bedrock \u062a\u0641\u0627\u0648\u062a \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"1_%D8%B9%D8%B5%D8%B1_%D8%AC%D8%AF%DB%8C%D8%AF_%D8%A7%D8%B3%D9%86%D8%A7%D8%AF_API\"><\/span>\n<p>  1. \u0639\u0635\u0631 \u062c\u062f\u06cc\u062f \u0627\u0633\u0646\u0627\u062f API<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u0627\u0633\u0646\u0627\u062f API \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u062a\u06a9\u0627\u0645\u0644 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a. \u062f\u06cc\u06af\u0631 \u0641\u0647\u0631\u0633\u062a \u06a9\u0631\u062f\u0646 \u0646\u0642\u0627\u0637 \u067e\u0627\u06cc\u0627\u0646\u06cc \u0648 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627 \u06a9\u0627\u0641\u06cc \u0646\u06cc\u0633\u062a. \u0645\u0627 \u0628\u0627\u06cc\u062f \u0645\u0633\u062a\u0646\u062f\u0627\u062a\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0645\u0627 \u0631\u0627 &#8220;\u0622\u0645\u0648\u0632\u0634&#8221; \u062f\u0647\u062f. \u062a\u062c\u0631\u0628\u0647 \u0645\u0646 \u0628\u0627 \u0627\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f \u06a9\u0647 \u0639\u0648\u0627\u0645\u0644 \u0628\u0627\u06cc\u062f \u062f\u0631\u06a9 \u06a9\u0646\u0646\u062f:<\/p>\n<ul>\n<li>\u0632\u0645\u06cc\u0646\u0647 \u06a9\u0627\u0645\u0644 \u0647\u0631 \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc<\/li>\n<li>\u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0627\u0635<\/li>\n<li>\u0631\u0648\u0627\u0628\u0637 \u0628\u06cc\u0646 \u062a\u0645\u0627\u0633 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641<\/li>\n<li>\u067e\u06cc\u0627\u0645\u062f\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0631\u06af\u0634\u062a\u06cc<\/li>\n<\/ul>\n<p>\u0627\u06cc\u0646 \u0645\u0627\u0646\u0646\u062f \u0627\u0631\u0627\u0626\u0647 \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u0686\u0647 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0645\u062a\u062e\u0635\u0635 \u0628\u0647 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u062e\u0648\u062f \u0627\u0633\u062a\u060c \u0646\u0647 \u0641\u0642\u0637 \u06cc\u06a9 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0641\u0646\u06cc.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"2_%D8%A7%D8%B2_%D8%B3%DB%8C%D8%B3%D8%AA%D9%85_%D9%85%D8%A7%D9%86%DB%8C%D8%AA%D9%88%D8%B1%DB%8C%D9%86%DA%AF_%D8%AA%D8%A7_%D9%85%D8%AA%D8%AE%D8%B5%D8%B5_%D8%AF%DB%8C%D8%AC%DB%8C%D8%AA%D8%A7%D9%84\"><\/span>\n<p>  2. \u0627\u0632 \u0633\u06cc\u0633\u062a\u0645 \u0645\u0627\u0646\u06cc\u062a\u0648\u0631\u06cc\u0646\u06af \u062a\u0627 \u0645\u062a\u062e\u0635\u0635 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u0622\u0646\u0686\u0647 \u0645\u0627 \u0645\u06cc \u0633\u0627\u0632\u06cc\u0645 \u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0646\u0638\u0627\u0631\u062a \u0647\u0648\u0634\u0645\u0646\u062f \u0633\u0627\u062f\u0647 \u0627\u0633\u062a. \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632:<\/p>\n<ul>\n<li>\u0639\u0648\u0627\u0645\u0644 \u0628\u0633\u062a\u0631 \u0622\u0645\u0627\u0632\u0648\u0646<\/li>\n<li>API\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0647 \u062e\u0648\u0628\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0646\u062f<\/li>\n<li>\u067e\u0627\u06cc\u06af\u0627\u0647 \u0647\u0627\u06cc \u062f\u0627\u0646\u0634 \u0633\u0627\u062e\u062a \u06cc\u0627\u0641\u062a\u0647<\/li>\n<\/ul>\n<p>\u0645\u0648\u062c\u0648\u062f\u06cc\u062a\u06cc \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0628\u0647 \u06cc\u06a9 \u0645\u062a\u062e\u0635\u0635 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0646\u0632\u062f\u06cc\u06a9\u062a\u0631 \u0627\u0633\u062a \u062a\u0627 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631. \u062f\u0631 \u0637\u0648\u0644 \u0622\u0632\u0645\u0627\u06cc\u0634\u060c \u0633\u06cc\u0633\u062a\u0645 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0627\u06cc\u0646 \u0631\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f:<\/p>\n<ul>\n<li>\u062f\u0644\u06cc\u0644 \u0645\u0634\u06a9\u0644\u0627\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647<\/li>\n<li>\u0686\u0646\u062f\u06cc\u0646 \u0645\u062a\u063a\u06cc\u0631 \u0631\u0627 \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f<\/li>\n<li>\u062a\u0648\u0635\u06cc\u0647 \u0647\u0627\u06cc \u0632\u0645\u06cc\u0646\u0647 \u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u062f\u0627\u0646\u0634 \u062a\u0627\u0631\u06cc\u062e\u06cc \u0631\u0627 \u0628\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u06a9\u0646\u06cc\u062f<\/li>\n<\/ul>\n<h4><span class=\"ez-toc-section\" id=\"3_%D8%AA%D8%A3%D8%AB%DB%8C%D8%B1_%D9%88%D8%A7%D9%82%D8%B9%DB%8C_%D8%A8%D8%B1_%D8%B9%D9%85%D9%84%DB%8C%D8%A7%D8%AA_%D8%B5%D9%86%D8%B9%D8%AA%DB%8C\"><\/span>\n<p>  3. \u062a\u0623\u062b\u06cc\u0631 \u0648\u0627\u0642\u0639\u06cc \u0628\u0631 \u0639\u0645\u0644\u06cc\u0627\u062a \u0635\u0646\u0639\u062a\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0635\u0631\u0641\u0627\u064b \u0646\u0645\u0627\u06cc\u0634 \u0641\u0646\u06cc \u0646\u06cc\u0633\u062a\u0646\u062f. \u0622\u0646\u0647\u0627 \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u06cc\u06a9 \u062a\u063a\u06cc\u06cc\u0631 \u067e\u0627\u0631\u0627\u062f\u0627\u06cc\u0645\u0627\u062a\u06cc\u06a9 \u062f\u0631 \u062a\u0639\u0645\u06cc\u0631 \u0648 \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0635\u0646\u0639\u062a\u06cc \u0647\u0633\u062a\u0646\u062f:<\/p>\n<ul>\n<li>\u062a\u0634\u062e\u06cc\u0635 \u0632\u0648\u062f\u0647\u0646\u06af\u0627\u0645 \u0645\u0634\u06a9\u0644\u0627\u062a \u0627\u062d\u062a\u0645\u0627\u0644\u06cc<\/li>\n<li>\u062a\u0648\u0635\u06cc\u0647 \u0647\u0627\u06cc \u067e\u06cc\u0634\u06af\u06cc\u0631\u0627\u0646\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u062f\u0627\u062f\u0647 \u0647\u0627<\/li>\n<li>\u0627\u062f\u063a\u0627\u0645 \u062f\u0627\u0646\u0634 \u062a\u062e\u0635\u0635\u06cc \u0628\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0628\u0644\u0627\u062f\u0631\u0646\u06af<\/li>\n<li>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc<\/li>\n<\/ul>\n<blockquote>\n<p><strong>\u0646\u06a9\u062a\u0647 \u062d\u0631\u0641\u0647 \u0627\u06cc \u0646\u0647\u0627\u06cc\u06cc<\/strong>: \u0647\u0646\u06af\u0627\u0645 \u0637\u0631\u0627\u062d\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0645\u0634\u0627\u0628\u0647\u060c \u0628\u0647 \u06cc\u0627\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f:<\/p>\n<ul>\n<li>\u06a9\u06cc\u0641\u06cc\u062a \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0627\u0633\u0646\u0627\u062f \u0631\u0627 \u0627\u0648\u0644\u0648\u06cc\u062a \u0628\u0646\u062f\u06cc \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u0631\u0648\u06cc\u06a9\u0631\u062f \u06a9\u0627\u0631\u0628\u0631 \u0645\u062d\u0648\u0631\u06cc \u0631\u0627 \u062d\u0641\u0638 \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u0628\u0647 \u0637\u0648\u0631 \u0645\u062f\u0627\u0648\u0645 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0628\u0627\u0632\u062e\u0648\u0631\u062f \u0648\u0627\u0642\u0639\u06cc \u062a\u06a9\u0631\u0627\u0631 \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u0645\u0648\u0641\u0642\u06cc\u062a \u0647\u0627 \u0648 \u0686\u0627\u0644\u0634 \u0647\u0627\u06cc \u067e\u06cc\u0634 \u0622\u0645\u062f\u0647 \u0631\u0627 \u0645\u0633\u062a\u0646\u062f \u06a9\u0646\u06cc\u062f<\/li>\n<\/ul>\n<\/blockquote>\n<p>\u062f\u0641\u0639\u0647 \u0628\u0639\u062f \u06a9\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0645\u0634\u0627\u0628\u0647\u06cc \u0631\u0627 \u0637\u0631\u0627\u062d\u06cc \u06a9\u0631\u062f\u06cc\u062f\u060c \u0628\u0647 \u06cc\u0627\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f: \u0634\u0645\u0627 \u0641\u0642\u0637 \u06cc\u06a9 \u0631\u0628\u0627\u062a \u0686\u062a \u062f\u06cc\u06af\u0631 \u0627\u06cc\u062c\u0627\u062f \u0646\u0645\u06cc \u06a9\u0646\u06cc\u062f &#8211; \u0634\u0645\u0627 \u067e\u0644\u06cc \u0628\u06cc\u0646 \u062f\u0627\u0646\u0634 \u0627\u0646\u0633\u0627\u0646\u06cc \u0648 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u06cc\u062f. \u0648 \u0627\u06cc\u0646\u060c \u062e\u0648\u0627\u0646\u0646\u062f\u06af\u0627\u0646 \u0639\u0632\u06cc\u0632\u060c \u0686\u06cc\u0632\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u06cc\u0646 \u0631\u0634\u062a\u0647 \u0631\u0627 \u0648\u0627\u0642\u0639\u0627\u064b \u0647\u06cc\u062c\u0627\u0646 \u0627\u0646\u06af\u06cc\u0632 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0634\u0645\u0627 \u0631\u0627 \u062f\u0631 \u0645\u0642\u0627\u0644\u0647 \u0628\u0639\u062f\u06cc \u0645\u06cc \u0628\u06cc\u0646\u06cc\u0645! \u0641\u0631\u0627\u0645\u0648\u0634 \u0646\u06a9\u0646\u06cc\u062f \u06a9\u0647 \u062a\u062c\u0631\u0628\u06cc\u0627\u062a \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0646\u0638\u0631\u0627\u062a \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0628\u06af\u0630\u0627\u0631\u06cc\u062f &#8211; \u0645\u0646 \u062f\u0648\u0633\u062a \u062f\u0627\u0631\u0645 \u0628\u062f\u0627\u0646\u0645 \u0686\u06af\u0648\u0646\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0641\u0627\u0647\u06cc\u0645 \u062f\u0631 \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f. \u062f\u0631 \u062d\u0627\u0644 \u062a\u0648\u0633\u0639\u0647 \u0645\u0628\u0627\u0631\u06a9! \ud83d\ude80<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Summarize this content to 400 words in Persian Lang \u0627\u0646\u0642\u0644\u0627\u0628 \u062e\u0627\u0645\u0648\u0634 \u062f\u0631 \u0635\u0646\u0639\u062a \ud83c\udfed \u0645\u0646 \u0627\u062e\u06cc\u0631\u0627\u064b \u0628\u0627 \u06cc\u06a9\u06cc \u0627\u0632 \u0647\u0645\u06a9\u0627\u0631\u0627\u0646\u0645 \u062f\u0631 \u0645\u0648\u0631\u062f \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u06a9\u0646\u0646\u062f\u0647 \u062f\u0631 \u062a\u062c\u0647\u06cc\u0632\u0627\u062a \u0635\u0646\u0639\u062a\u06cc \u06af\u0641\u062a\u06af\u0648 \u06a9\u0631\u062f\u0645. \u062a\u062c\u0631\u0628\u0647 \u0642\u0628\u0644\u06cc \u0622\u0646\u200c\u0647\u0627 \u0628\u0627 \u0686\u062a\u200c\u0628\u0627\u062a\u200c\u0647\u0627 \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0648\u0644\u062f (\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0648\u0644\u062f) \u0631\u0636\u0627\u06cc\u062a\u200c\u0628\u062e\u0634 \u0646\u0628\u0648\u062f &#8211; \u0645\u062a\u0623\u0633\u0641\u0645\u060c \u0633\u0624\u0627\u0644 \u0634\u0645\u0627 \u0631\u0627 \u0645\u062a\u0648\u062c\u0647 \u0646\u0634\u062f\u0645\u00bb \u0631\u0627\u06cc\u062c\u200c\u062a\u0631\u06cc\u0646 &hellip;<\/p>\n","protected":false},"author":2,"featured_media":88822,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-88821","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dev"],"_links":{"self":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/88821","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/comments?post=88821"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/88821\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/88822"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=88821"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=88821"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=88821"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}