{"product_id":"mistral-chatbot-reply-scoring-workflow-telegram-alerts-n8n","title":"Mistral Chatbot Reply Scoring Workflow + Telegram Alerts (n8n)","description":"\u003ch3\u003eAutomatically score chatbot replies with Mistral—and alert your team in Telegram when things go wrong\u003c\/h3\u003e\n\u003cp\u003eThe \u003cstrong\u003eMistral Chatbot Reply Scoring Workflow + Telegram Alerts (n8n)\u003c\/strong\u003e reviews every chatbot answer using \u003cstrong\u003eMistral Medium\u003c\/strong\u003e, stores an \u003cstrong\u003eanonymized quality score\u003c\/strong\u003e in an \u003cstrong\u003en8n Data Table\u003c\/strong\u003e, and sends a \u003cstrong\u003eTelegram\u003c\/strong\u003e alert whenever the reply is poor, the client seems unhappy, or a human handover is requested.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eStarts on demand\u003c\/strong\u003e (manual execution with a sample conversation) or as a \u003cstrong\u003esub-workflow\u003c\/strong\u003e called by your chatbot.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eMerges incoming chat data\u003c\/strong\u003e with configuration (bot rules, Telegram chat ID, alert threshold, audit rate).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSends the conversation context to Mistral Medium\u003c\/strong\u003e, including the client message, the bot answer, and your rules—asking it to score accuracy, rule-following, tone, and whether a \u003cstrong\u003ehandover to a human\u003c\/strong\u003e is needed, plus the client’s mood.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eParses the model’s JSON response\u003c\/strong\u003e, calculates an overall score, and prepares a short \u003cstrong\u003ereason\/excerpt\u003c\/strong\u003e for auditing (with explicit handling for model\/parse errors).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eWrites one anonymized review row\u003c\/strong\u003e to the \u003cstrong\u003en8n Data Table\u003c\/strong\u003e (no chat identifiers).\u003c\/li\u003e\n  \u003cli\u003eIf flagged, \u003cstrong\u003esends a formatted Telegram alert\u003c\/strong\u003e including the score, mood, handover status, and the stored reason\/excerpt.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eMonitor chatbot performance in production by auditing reply quality and consistency with your bot rules.\u003c\/li\u003e\n  \u003cli\u003eTrigger a human review when users appear unhappy or explicitly request support.\u003c\/li\u003e\n  \u003cli\u003eReduce support escalation time by routing only the problematic interactions to your team via Telegram.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eMistral Cloud\u003c\/strong\u003e credential for the \u003cstrong\u003eMistral Medium\u003c\/strong\u003e chat model.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003en8n Data Table\u003c\/strong\u003e named \u003cstrong\u003eai_reviews\u003c\/strong\u003e with fields: \u003cem\u003escore\u003c\/em\u003e, \u003cem\u003emood\u003c\/em\u003e, \u003cem\u003estatus\u003c\/em\u003e, \u003cem\u003ereason\u003c\/em\u003e, \u003cem\u003eexcerpt\u003c\/em\u003e, \u003cem\u003elang\u003c\/em\u003e, \u003cem\u003ewants_human\u003c\/em\u003e, \u003cem\u003ehanded_over\u003c\/em\u003e, \u003cem\u003ealert\u003c\/em\u003e.\u003c\/li\u003e\n  \u003cli\u003eNodes used: \u003cstrong\u003eSet\u003c\/strong\u003e, \u003cstrong\u003eCode\u003c\/strong\u003e, \u003cstrong\u003eSwitch\u003c\/strong\u003e, \u003cstrong\u003eTelegram\u003c\/strong\u003e, \u003cstrong\u003eData Table\u003c\/strong\u003e, \u003cstrong\u003eSticky Note\u003c\/strong\u003e.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":46359774658739,"sku":"N8N-22142","price":5.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/BGND-dYv2YWhiM6ZaS0yU_BvolkZj9.png?v=1793697799","url":"https:\/\/buyflowscripts.com\/products\/mistral-chatbot-reply-scoring-workflow-telegram-alerts-n8n","provider":"N8N Commerce","version":"1.0","type":"link"}