Système automatisé de classification et de réponse aux e-mails avec Groq AI et Pinecone

• •Informations d'identification Twitter API
• •Peut nécessiter les informations d'identification d'authentification de l'API cible
• •Clé API Pinecone

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      "name": "Déclencheur Email (IMAP)",
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          "values": [
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              "outputKey": "hr",
              "conditions": {
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                  "caseSensitive": true,
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        "jsCode": "const subject = $json.subject ? $json.subject.toLowerCase() : \"\";\n\nlet category = \"unknown\";\n\nif (/resume|cv|job/.test(subject)) {\n  category = \"hr\";\n} else if (/invoice|bill/.test(subject)) {\n  category = \"billing\";\n} else if (/complaint|problem|issue/.test(subject)) {\n  category = \"complaint\";\n} else if (/feedback|suggestion/.test(subject)) {\n  category = \"feedback\";\n} else if (/inquiry|open|working|tomorrow|holiday/.test(subject)) {\n  category = \"inquiry\";\n} else if (/sales|offer|quotation/.test(subject)) {\n  category = \"sales\";\n\n}\n\nreturn {\n  json: {\n    ...$json,\n    category\n  }\n};\n\n"
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        "text": "=##role\nYou are an email classifier. Given an email's subject and body, return one of these exact categories: [\"hr\", \"billing\", \"complaint\", \"feedback\", \"inquiry\", \"sales\", \"client\"].\n\nOnly return one word from this list. If the email is a bill or invoice, return \"billing\". If it's a job application, return \"hr\". If unsure, return \"inquiry\".\n\nSubject: {{ $json[\"subject\"] }}\nBody: {{ $json[\"body\"] }}\n",
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        "text": "=Another happy customer said: \" {{ $json.textPlain }}\"\n",
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        "text": "=You are an HR assistant.\n\nHere is the job description for the role:\n\n[Insert role details here, e.g., \"Looking for a Python Developer with experience in Django, REST APIs, and SQL.\"]\n\nNow, read the following candidate's email/resume and evaluate if they are a good fit for this role.\n\nIf suitable, respond with:\nACCEPT - and a brief explanation why.\n\nIf not suitable, respond with:\nREJECT - and a brief explanation why.\n\nCandidate's email/resume:\n{{ $json[\"emailText\"] }}\n",
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        "jsCode": "const aiResponse = $json[\"text\"] || \"\";  // Adjust key if different\nconst isAccepted = aiResponse.toLowerCase().startsWith(\"accept\");\n\nreturn [{\n  json: {\n    decision: isAccepted ? \"accept\" : \"reject\",\n    aiResponse: aiResponse,\n    candidateEmail: $json[\"candidateEmail\"] || \"\", // get candidate email from previous nodes\n  }\n}];\n"
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        "mode": "retrieve-as-tool",
        "options": {},
        "toolName": "knowlagebase",
        "pineconeIndex": {
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          "mode": "list",
          "value": "demokb",
          "cachedResultName": "demokb"
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        "toolDescription": "company dock"
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      "name": "HTTP Request",
      "type": "n8n-nodes-base.httpRequest",
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      "parameters": {
        "url": "https://www.dropbox.com/scl/fo/p05bb9t8o6ech9d1joj7s/AKJmlI3mlt3O8qSjGbroMLc?rlkey=m1h852ks0y2o1gmdmbk3uda1d&st=pk0pq820&dl=1",
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      "parameters": {
        "options": {},
        "operation": "pdf"
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        "jsCode": "\nconst text = $json.extractedText || $json.text || '';\n\n\nconst cleanedText = text.replace(/\\s+/g, ' ').trim();\n\nreturn {\n  json: {\n    original: text,\n    cleaned: cleanedText\n  }\n};\n"
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        "mode": "insert",
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        "pineconeIndex": {
          "__rl": true,
          "mode": "list",
          "value": "demokb",
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      "name": "Séparateur de texte récursif",
      "type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
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    {
      "id": "05cfdbad-4dc1-45de-8a25-22762dbf07b7",
      "name": "envoyer l'email à l'équipe",
      "type": "n8n-nodes-base.emailSend",
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      "webhookId": "408004d1-ebdb-4776-a9f8-6a470db658a0",
      "parameters": {
        "text": "=New feedback received:\n\nSubject: {{$json[\"subject\"]}}\n\nContent: {{$json[\"emailContent\"]}}\n\nSentiment: {{$json[\"sentiment\"]}}\n",
        "options": {},
        "subject": "negative feedback",
        "toEmail": "={{ demo_to_email }}",
        "fromEmail": "{{ demo_from_email }",
        "emailFormat": "text"
      },
      "typeVersion": 2.1
    },
    {
      "id": "42abb326-e9b3-41eb-9840-704b83d3821c",
      "name": "envoyer la réponse au client",
      "type": "n8n-nodes-base.emailSend",
      "position": [
        620,
        980
      ],
      "webhookId": "bf79c357-f57f-4851-a8bc-c95602e4c069",
      "parameters": {
        "text": "={{ $json.output }}",
        "options": {},
        "subject": "inqury reply",
        "toEmail": "={{ $('Email Trigger (IMAP)').item.json.from }}",
        "fromEmail": "={{ demo_from_email }",
        "emailFormat": "text"
      },
      "typeVersion": 2.1
    },
    {
      "id": "7cc49a03-c131-4064-a603-1264b9602060",
      "name": "envoyer à l'équipe support",
      "type": "n8n-nodes-base.emailSend",
      "position": [
        -400,
        600
      ],
      "webhookId": "211a9ca3-9768-486e-aad6-fbb52f6d3b2b",
      "parameters": {
        "text": "=\nA new complaint has been received from {{ $json[\"userName\"] || \"a customer\" }}:\n\n\"{{ $json[\"complaintText\"] }}\"\n\nPlease investigate and resolve this\n",
        "options": {},
        "subject": "New Customer Complaint Received",
        "toEmail": "={{ demo_to_email }}",
        "fromEmail": "={{ demo_from_email }}",
        "emailFormat": "text"
      },
      "typeVersion": 2.1
    },
    {
      "id": "9b4d7b7e-6a0d-4ba3-bd02-fa86422f7a56",
      "name": "Envoyer au client",
      "type": "n8n-nodes-base.emailSend",
      "position": [
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        600
      ],
      "webhookId": "1ef34921-41bc-4a94-ab3e-2553e5c1758c",
      "parameters": {
        "text": "=We Received Your Complaint\n\nThank you for reaching out to us. We have received your complaint:\n\n\"{{ $json[\"complaintText\"] }}\"\n\nOur team is currently reviewing it and will get back to you as soon as possible.\n\nWe apologize for any inconvenience caused.\n\nFrom , \nCustomer Support Team\n",
        "options": {},
        "subject": "Complaint Received",
        "toEmail": "={{ $json.from }}",
        "fromEmail": "={{ demo_from_email }}",
        "emailFormat": "text"
      },
      "typeVersion": 2.1
    },
    {
      "id": "9a536c97-b395-4466-8181-c1569e340a3c",
      "name": "email de rejet",
      "type": "n8n-nodes-base.emailSend",
      "position": [
        -100,
        380
      ],
      "webhookId": "ea634c6c-305a-499e-8773-d539e8489310",
      "parameters": {
        "text": "=Dear Candidate,\n\nThank you for applying. After review, we regret to inform you that you do not fit the requirements at this time.\n\nDetails: {{$json[\"aiResponse\"]}}\n\nBest regards,\nHR Team",
        "options": {},
        "subject": "Job Application Status: Not selected",
        "toEmail": "={{ $('Email Trigger (IMAP)').item.json.from }}",
        "fromEmail": "={{ demo_from_email }}",
        "emailFormat": "text"
      },
      "typeVersion": 2.1
    },
    {
      "id": "b782474f-4abe-43e5-8e8b-6f9a4c8bc223",
      "name": "vers RH",
      "type": "n8n-nodes-base.emailSend",
      "position": [
        120,
        180
      ],
      "webhookId": "1794df4d-7feb-47d6-a8a0-910197e6df62",
      "parameters": {
        "text": "=Hello HR Team,\n\nCandidate {{$json[\"candidate\"]}} has been accepted with a score of {{$json[\"score\"]}}.\n\nPlease proceed with the next steps.",
        "options": {},
        "subject": "=New Candidate Accepted:",
        "toEmail": "={{ demo_to_email }}",
        "fromEmail": "{{ demo_from_email }",
        "emailFormat": "text"
      },
      "typeVersion": 2.1
    },
    {
      "id": "150f211e-d5f5-4bd3-bc96-fcf662a00f2f",
      "name": "confirmation d'acceptation au candidat",
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      "position": [
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      ],
      "webhookId": "bc4ad05b-966f-4bf2-bb80-23f996862711",
      "parameters": {
        "text": "=Dear Candidate,\n\nCongratulations! You have been accepted for the role.\n\nDetails: {{$json[\"aiResponse\"]}}\n\nBest regards,\nHR Team\n",
        "options": {},
        "subject": "Job Application Status: Accepted",
        "toEmail": "={{ $('Email Trigger (IMAP)').item.json.from }}",
        "fromEmail": "={{ demo_from_email }}",
        "emailFormat": "text"
      },
      "typeVersion": 2.1
    },
    {
      "id": "fd02b064-4431-486f-bea3-cb0fd161d7d5",
      "name": "facture envoyée à l'équipe",
      "type": "n8n-nodes-base.emailSend",
      "position": [
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        540
      ],
      "webhookId": "91eaac98-671d-4e51-9a36-70a567908385",
      "parameters": {
        "text": "=\n\nA new billing email has been received.\n\nFrom: {{$json[\"from\"]}}\nSubject: {{$json[\"subject\"]}}\n\nEmail content:\n{{$json[\"body\"]}}\n\n",
        "options": {},
        "subject": "NEW BILL",
        "toEmail": "={{ demo_to_email }}",
        "fromEmail": "{{ demo_from_email }",
        "emailFormat": "text"
      },
      "typeVersion": 2.1
    },
    {
      "id": "88d4ca68-2a8f-4fac-a327-5d34d4cffaf7",
      "name": "Note adhésive",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
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