Générez des réponses clients empathiques avec Claude AI et un upgrade automatique

Avancé

Ceci est unTicket Management, Multimodal AIworkflow d'automatisation du domainecontenant 21 nœuds.Utilise principalement des nœuds comme If, Set, Code, Slack, Webhook. Générer des réponses clients empathiques avec Claude AI et un scaling automatique

Prérequis
  • Token Bot Slack ou URL Webhook
  • Point de terminaison HTTP Webhook (généré automatiquement par n8n)
  • Informations d'identification Google Sheets API
  • Clé API Anthropic
Aperçu du workflow
Visualisation des connexions entre les nœuds, avec support du zoom et du déplacement
Exporter le workflow
Copiez la configuration JSON suivante dans n8n pour importer et utiliser ce workflow
{
  "meta": {
    "instanceId": "cb6a5c207772ff185d6f50424ee0baf7d8ab8449011e139b3b983206d2202a31",
    "templateCredsSetupCompleted": true
  },
  "nodes": [
    {
      "id": "ac9638bd-e82e-473c-935d-77387f0827c6",
      "name": "Test Input (Change Me)1",
      "type": "n8n-nodes-base.set",
      "position": [
        832,
        576
      ],
      "parameters": {
        "mode": "raw",
        "options": {},
        "jsonOutput": "={\n  \"text\": \"I'm really frustrated with your service. This is the third time I've had issues and nobody is helping me!\"\n}"
      },
      "typeVersion": 3.4
    },
    {
      "id": "3972b891-6ef7-4f31-915c-7b290932b36e",
      "name": "Set Config1",
      "type": "n8n-nodes-base.set",
      "position": [
        1056,
        576
      ],
      "parameters": {
        "mode": "raw",
        "options": {},
        "jsonOutput": "={\n  \"MAX_LEN\": 600,\n  \"ADD_FOLLOWUP_QUESTION\": true,\n  \"FORMALITY\": \"auto\",\n  \"EMOJI_ALLOWED\": false,\n  \"SIGNOFF\": \"\",\n  \"BLOCK_LINKS\": true,\n  \"RISK_WORDS\": [\n    \"refund\",\"chargeback\",\"lawsuit\",\"harassment\",\"self-harm\",\"suicide\",\"abuse\",\n    \"threat\",\"racist\",\"illegal\",\"hate\",\"scam\"\n  ]\n}",
        "includeOtherFields": true
      },
      "typeVersion": 3.4
    },
    {
      "id": "546540d3-8889-4a5b-a06f-19322d9b386b",
      "name": "Ensure Session1",
      "type": "n8n-nodes-base.code",
      "position": [
        1280,
        576
      ],
      "parameters": {
        "jsCode": "const j = $input.first().json || {};\nconst sid = j.sessionId || 'test-session-1';\nconst text = j.text || j.message || j.input || JSON.stringify(j);\nreturn [{ json: { ...j, sessionId: String(sid), text } }];"
      },
      "typeVersion": 2
    },
    {
      "id": "9f4b03fa-aa22-4cca-a71b-b8d5fa505e45",
      "name": "AI Agent (Empathy)1",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        1568,
        576
      ],
      "parameters": {
        "text": "=You are an Empathy Reply Assistant for English-language messages.\nAnalyze the incoming text:\n<Text>{{ $json.text || $json.message || $json.input || JSON.stringify($json) }}</Text>\n\nGoals:\n1) Detect `sentiment` (positive|neutral|negative|mixed)\n2) Choose a natural human `tone` that fits the sender (warm, calm, upbeat, apologetic, confident, concise)\n3) Draft a short `reply` (<= {{ $('Set Config1').item.json.MAX_LEN }} chars) that:\n   - acknowledges the emotion first in plain English\n   - provides a practical next step or clarification\n   - {{ $('Set Config1').item.json.ADD_FOLLOWUP_QUESTION ? 'ends with a gentle question' : 'may end without a question' }}\n   - uses **no links**, **no hashtags**\n   - matches formality: {{ $('Set Config1').item.json.FORMALITY }} (auto|casual|polite)\n\nReturn **JSON only** with keys: sentiment, tone, reply, confidence (0.0–1.0), needs_handover (boolean).",
        "options": {
          "systemMessage": "Role: Empathetic, practical, concise. Avoid corporate cliches. Keep it in English. No URLs or hashtags."
        },
        "promptType": "define",
        "hasOutputParser": true
      },
      "typeVersion": 1.6
    },
    {
      "id": "a9afe8de-3810-4b2b-978e-a30f22f487f5",
      "name": "Anthropic Chat Model1",
      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
      "position": [
        1504,
        800
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "claude-3-5-sonnet-latest",
          "cachedResultName": "Claude 3.5 Sonnet (latest)"
        },
        "options": {}
      },
      "typeVersion": 1.3
    },
    {
      "id": "1badd599-1d2a-484f-8219-3f03951c2ad4",
      "name": "Memory (Recent 4)",
      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
      "position": [
        1632,
        800
      ],
      "parameters": {
        "contextWindowLength": 4
      },
      "typeVersion": 1.3
    },
    {
      "id": "6799d4c5-da73-4415-9d26-c87adfe0d990",
      "name": "Structured Output Parser",
      "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
      "position": [
        1760,
        800
      ],
      "parameters": {
        "jsonSchemaExample": "{\n  \"sentiment\": \"positive|neutral|negative|mixed\",\n  \"tone\": \"warm|calm|upbeat|apologetic|confident|concise\",\n  \"reply\": \"string\",\n  \"confidence\": 0.0,\n  \"needs_handover\": false\n}"
      },
      "typeVersion": 1.2
    },
    {
      "id": "61a412c9-801c-4d5d-822a-8499a26d2607",
      "name": "Post-Process & Sanitize1",
      "type": "n8n-nodes-base.code",
      "position": [
        1968,
        576
      ],
      "parameters": {
        "jsCode": "// Read config from Set Config node (stable across items)\nconst cfgNode = $nodes['Set Config1']?.data?.json || {};\nconst cfg = {\n  MAX_LEN: Number(cfgNode.MAX_LEN ?? 600),\n  EMOJI_ALLOWED: cfgNode.EMOJI_ALLOWED === false ? false : Boolean(cfgNode.EMOJI_ALLOWED),\n  SIGNOFF: String(cfgNode.SIGNOFF ?? ''),\n  BLOCK_LINKS: cfgNode.BLOCK_LINKS === undefined ? true : Boolean(cfgNode.BLOCK_LINKS)\n};\n\nconst input = $input.first().json || {};\nlet out = { ...input };\n\nout.sentiment = (out.sentiment || '').toLowerCase();\nout.tone = (out.tone || '').toLowerCase();\nout.reply = (out.reply || '').toString();\nout.confidence = (typeof out.confidence === 'number') ? out.confidence : 0.6;\nout.needs_handover = !!out.needs_handover;\n\nif (cfg.BLOCK_LINKS) {\n  out.reply = out.reply\n    .replace(/https?:\\/\\/\\S+/gi, '')\n    .replace(/#[\\w-]+/g, '')\n    .replace(/\\s{2,}/g, ' ');\n}\n\nif (cfg.EMOJI_ALLOWED === false) {\n  out.reply = out.reply.replace(/[\\p{Extended_Pictographic}\\p{Emoji_Component}]/gu, '');\n}\n\nout.reply = out.reply\n  .replace(/[A-Z0-9._%+-]+@[A-Z0-9.-]+\\.[A-Z]{2,}/ig, '[email hidden]')\n  .replace(/\\b\\+?\\d[\\d\\s().-]{6,}\\b/g, '[phone hidden]');\n\nconst maxLen = Number(cfg.MAX_LEN || 600);\nif (out.reply.length > maxLen) {\n  out.reply = out.reply.slice(0, maxLen - 1).replace(/\\s+\\S*$/, '') + '…';\n}\n\nif (cfg.SIGNOFF && !/\\b(best|thanks|regards)\\b/i.test(out.reply)) {\n  out.reply = out.reply.trim() + \"\\n\" + cfg.SIGNOFF;\n}\n\nreturn [{ json: out }];"
      },
      "typeVersion": 2
    },
    {
      "id": "c255267c-5dfb-47d9-9c9a-9a7ae4ada264",
      "name": "Risk & Handover Rules1",
      "type": "n8n-nodes-base.code",
      "position": [
        2192,
        576
      ],
      "parameters": {
        "jsCode": "// Read RISK_WORDS from Set Config node\nconst cfgNode = $nodes['Set Config']?.data?.json || {};\nconst riskWords = Array.isArray(cfgNode.RISK_WORDS) ? cfgNode.RISK_WORDS : [];\n\nconst escapeRegex = (s) => String(s).replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\$&');\nconst riskPattern = riskWords.length ? '(' + riskWords.map(escapeRegex).join('|') + ')' : '(?!)';\nconst risk = new RegExp(riskPattern, 'i');\n\nconst j = $input.first().json || {};\nconst originalText = j.text || j.message || j.input || '';\n\nconst lowConfidence = (j.confidence || 0) < 0.45;\nconst highRisk = risk.test(originalText) || risk.test(j.reply || '');\nconst veryNegative = (j.sentiment || '') === 'negative';\n\nconst needsHandover = Boolean(j.needs_handover || lowConfidence || highRisk || veryNegative);\n\nreturn [{ json: { ...j, needs_handover: needsHandover, _debug: { lowConfidence, highRisk, veryNegative, originalText: String(originalText).substring(0,120), riskWordsUsed: riskWords } } }];"
      },
      "typeVersion": 2
    },
    {
      "id": "7aae0aff-287e-4c5c-b6d4-c2e5b42e2efb",
      "name": "If needs_handover1",
      "type": "n8n-nodes-base.if",
      "position": [
        2416,
        576
      ],
      "parameters": {
        "options": {},
        "conditions": {
          "options": {
            "version": 2,
            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "strict"
          },
          "combinator": "and",
          "conditions": [
            {
              "id": "e2876b8a-248f-41a9-95f2-cbb235ad7071",
              "operator": {
                "type": "boolean",
                "operation": "true"
              },
              "leftValue": "={{ $json.needs_handover }}"
            }
          ]
        }
      },
      "typeVersion": 2.2
    },
    {
      "id": "42085b59-d2d1-443b-9699-dbbe3ce86acf",
      "name": "Draft (Needs Review)",
      "type": "n8n-nodes-base.set",
      "position": [
        2640,
        480
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "a1",
              "name": "status",
              "type": "string",
              "value": "REVIEW"
            },
            {
              "id": "a2",
              "name": "note",
              "type": "string",
              "value": "Escalate to human: risk/low-confidence/negative tone detected."
            }
          ]
        },
        "includeOtherFields": true
      },
      "typeVersion": 3.4
    },
    {
      "id": "529f1815-7913-424d-8908-ff282ceabcdd",
      "name": "Draft (Auto-OK)",
      "type": "n8n-nodes-base.set",
      "position": [
        2640,
        672
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "b1",
              "name": "status",
              "type": "string",
              "value": "OK"
            }
          ]
        },
        "includeOtherFields": true
      },
      "typeVersion": 3.4
    },
    {
      "id": "9517622f-10ae-4597-81e6-4b426d266e4c",
      "name": "for real-time replies",
      "type": "n8n-nodes-base.webhook",
      "position": [
        608,
        672
      ],
      "webhookId": "7a62325a-0000-4724-8fe4-8829e3dea2fb",
      "parameters": {
        "path": "7a62325a-0000-4724-8fe4-8829e3dea2fb",
        "options": {}
      },
      "typeVersion": 2.1
    },
    {
      "id": "50a47075-c245-46f5-a103-9c240c03f519",
      "name": "(5–10 min) for missed or queued",
      "type": "n8n-nodes-base.scheduleTrigger",
      "position": [
        608,
        848
      ],
      "parameters": {
        "rule": {
          "interval": [
            {}
          ]
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "66b91934-ac03-4d78-a816-052aebae5d8a",
      "name": "Update a message",
      "type": "n8n-nodes-base.slack",
      "position": [
        2864,
        688
      ],
      "webhookId": "d03b31ff-3de4-4953-a091-7445a6c48be5",
      "parameters": {
        "channelId": {
          "__rl": true,
          "mode": "list",
          "value": ""
        },
        "operation": "update",
        "otherOptions": {},
        "updateFields": {}
      },
      "typeVersion": 2.3
    },
    {
      "id": "0dc9f0d7-38ff-4cf0-919e-c6d87b93168d",
      "name": "Save to Google Sheets1",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
        2848,
        464
      ],
      "parameters": {
        "columns": {
          "value": {
            "Nodes": "={{ $json.nodes }}",
            "Stars": "={{ $json.stars }}",
            "File URL": "={{ $json.file_url }}",
            "Repo URL": "={{ $json.repo_url }}",
            "Use Case": "={{ $json.ai_use_case }}",
            "Workflow": "={{ $json.workflow_name }}",
            "Key Nodes": "={{ $json.key_nodes }}",
            "AI Powered": "={{ $json.has_ai }}",
            "AI Summary": "={{ $json.description }}",
            "Difficulty": "={{ $json.ai_difficulty }}",
            "Node Types": "={{ $json.node_types }}",
            "Repository": "={{ $json.repository }}"
          },
          "mappingMode": "defineBelow",
          "matchingColumns": [
            "Workflow"
          ],
          "attemptToConvertTypes": false,
          "convertFieldsToString": false
        },
        "options": {},
        "operation": "appendOrUpdate",
        "sheetName": "={{ $('Config1').item.json.SHEET_NAME }}",
        "documentId": "={{ $('Config1').item.json.SPREADSHEET_ID }}"
      },
      "credentials": {
        "googleSheetsOAuth2Api": {
          "id": "lQPBplQIZUZ1JZ5k",
          "name": "Google Sheets account 3"
        }
      },
      "typeVersion": 4.5
    },
    {
      "id": "96ce7708-d101-4cb8-a242-1ca6e8727fd3",
      "name": "for testing",
      "type": "n8n-nodes-base.manualTrigger",
      "position": [
        608,
        480
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "3f86e343-aec8-4bd3-8f8d-ad09a1aae6e5",
      "name": "Sticky Note",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        144,
        160
      ],
      "parameters": {
        "width": 384,
        "height": 368,
        "content": "## Empathy Reply Assistant\n**What it does**  \nGenerates empathetic reply drafts, sanitizes content, and auto-escalates risky cases.\n\n**Flow**  \n1) Input (Manual / Webhook)  \n2) AI (Claude) → { sentiment, tone, reply, confidence }  \n3) Sanitize (links / PII / length)  \n4) Risk rules (keywords, negativity, low confidence)  \n5) Route → **OK** / **Needs Review**\n\n**Who for**  \nSupport, Community, Sales, CX, Automation builders"
      },
      "typeVersion": 1
    },
    {
      "id": "ab112a1e-bf36-4ee6-b8e5-9b0a500c4a5e",
      "name": "Sticky Note1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        144,
        608
      ],
      "parameters": {
        "width": 384,
        "height": 352,
        "content": "## Routes & Thresholds\n**Escalate (Needs Review)** when:  \n- negative sentiment  \n- matches `RISK_WORDS`  \n- confidence < 0.45  \n- mentions legal / harassment / self-harm  \n\n**Auto-OK** when:  \n- no risk matched  \n- confidence ≥ 0.45  \n\n**Outputs**  \n- OK → sendable draft  \n- REVIEW → human check required"
      },
      "typeVersion": 1
    },
    {
      "id": "fceb4bb7-0e2b-460e-901f-8dcb415fdb7e",
      "name": "Sticky Note2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        832,
        160
      ],
      "parameters": {
        "color": 7,
        "width": 384,
        "height": 304,
        "content": "## Setup (3–5 min)\n1. Connect **Anthropic** → Anthropic Chat Model  \n2. Edit **Set Config1**:  \n   - `MAX_LEN`, `FORMALITY`, `ADD_FOLLOWUP_QUESTION`  \n   - `EMOJI_ALLOWED`, `BLOCK_LINKS`  \n   - `RISK_WORDS` (add your terms)  \n3. Choose trigger:  \n   - **Manual** → testing  \n   - **Webhook** → real-time replies  \n   - **Schedule** → every 5–10 min  \n\n💡 Tip: keep secrets in **Credentials**, not nodes."
      },
      "typeVersion": 1
    },
    {
      "id": "b789e28c-1349-46fd-bbcd-161102405afa",
      "name": "Sticky Note3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        832,
        768
      ],
      "parameters": {
        "color": 7,
        "width": 384,
        "height": 224,
        "content": "## Notes / Safety\n- 🔐 No hardcoded API keys → use **Credentials**  \n- 🧪 Treat outputs as **drafts** before sending  \n- 🧹 Remove test data before sharing publicly  \n- ⚙️ Tune thresholds & `RISK_WORDS` to your org policy  \n- 🗂️ Optionally log to Slack / Sheets for review  \n\nAuthor: **Yusuke (@yskautomation)**  \nLicense: **MIT**"
      },
      "typeVersion": 1
    }
  ],
  "pinData": {},
  "connections": {
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Foire aux questions

Comment utiliser ce workflow ?

Copiez le code de configuration JSON ci-dessus, créez un nouveau workflow dans votre instance n8n et sélectionnez "Importer depuis le JSON", collez la configuration et modifiez les paramètres d'authentification selon vos besoins.

Dans quelles scénarios ce workflow est-il adapté ?

Avancé - Gestion des tickets, IA Multimodale

Est-ce payant ?

Ce workflow est entièrement gratuit et peut être utilisé directement. Veuillez noter que les services tiers utilisés dans le workflow (comme l'API OpenAI) peuvent nécessiter un paiement de votre part.

Informations sur le workflow
Niveau de difficulté
Avancé
Nombre de nœuds21
Catégorie2
Types de nœuds13
Description de la difficulté

Adapté aux utilisateurs avancés, avec des workflows complexes contenant 16+ nœuds

Auteur

Building AI-driven automation systems that earn, learn, and evolve on their own. n8n | AI Agents | SaaS Integrations.

Liens externes
Voir sur n8n.io

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Catégories

Catégories: 34