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Claap 통화 기반 GPT-4o 및 Google Slides를 사용한 영업 프레젠테이션 자동 생성

고급

이것은CRM, Multimodal AI분야의자동화 워크플로우로, 20개의 노드를 포함합니다.주로 If, Set, Code, Slack, Switch 등의 노드를 사용하며. Claap 통화 기반 GPT-4o 및 Google Slides를 사용하여 영업 프레젠테이션 자동 생성

사전 요구사항
  • Slack Bot Token 또는 Webhook URL
  • HubSpot API Key
  • HTTP Webhook 엔드포인트(n8n이 자동으로 생성)
  • 대상 API의 인증 정보가 필요할 수 있음
  • OpenAI API Key
워크플로우 미리보기
노드 연결 관계를 시각적으로 표시하며, 확대/축소 및 이동을 지원합니다
워크플로우 내보내기
다음 JSON 구성을 복사하여 n8n에 가져오면 이 워크플로우를 사용할 수 있습니다
{
  "meta": {
    "instanceId": "d3e4902970aa37f340c04e2f2a31d62f0faafec176f1cad2990afef1086b6b99",
    "templateCredsSetupCompleted": true
  },
  "nodes": [
    {
      "id": "45c60520-7937-4ccb-95e7-6805ee8e2f0a",
      "name": "프레젠테이션 복제",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        1872,
        2240
      ],
      "parameters": {
        "url": "=https://www.googleapis.com/drive/v3/files/{{ $('Set presentation id').item.json.presentationId }}/copy",
        "method": "POST",
        "options": {},
        "jsonBody": "={\n  \"name\": \"Claap x {{ $('Extract call info').item.json.client }} - Demo\"\n} ",
        "sendBody": true,
        "sendHeaders": true,
        "specifyBody": "json",
        "authentication": "predefinedCredentialType",
        "headerParameters": {
          "parameters": [
            {
              "name": "Content-Type",
              "value": "application/json"
            }
          ]
        },
        "nodeCredentialType": "googleDriveOAuth2Api"
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "udvmM2IU9jsvADPe",
          "name": "Google Drive account"
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "8b92b5d8-00c7-4394-b45f-ef925a943600",
      "name": "프레젠테이션 게시",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        2080,
        2240
      ],
      "parameters": {
        "url": "=https://www.googleapis.com/drive/v3/files/{{ $json.id }}/permissions?supportsAllDrives=true",
        "method": "POST",
        "options": {},
        "jsonBody": "{\n  \"role\": \"reader\",\n  \"type\": \"anyone\",\n  \"allowFileDiscovery\": true\n}",
        "sendBody": true,
        "specifyBody": "json",
        "authentication": "predefinedCredentialType",
        "nodeCredentialType": "googleDriveOAuth2Api"
      },
      "typeVersion": 4.2
    },
    {
      "id": "f594056f-b564-4ae8-b771-962640de5c8a",
      "name": "사용자를 편집자로 설정",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        2304,
        2240
      ],
      "parameters": {
        "url": "=https://www.googleapis.com/drive/v3/files/{{ $('Duplicate presentation').item.json.id }}/permissions?supportsAllDrives=true",
        "method": "POST",
        "options": {},
        "jsonBody": "{\n  \"role\": \"writer\",\n  \"type\": \"user\",\n  \"emailAddress\": \"editor@example.com\"\n}",
        "sendBody": true,
        "specifyBody": "json",
        "authentication": "predefinedCredentialType",
        "nodeCredentialType": "googleDriveOAuth2Api"
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "udvmM2IU9jsvADPe",
          "name": "Google Drive account"
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "0ce4dd64-60b6-42f4-a21e-836ad013a0b2",
      "name": "프레젠테이션 템플릿 선택",
      "type": "n8n-nodes-base.switch",
      "position": [
        560,
        2528
      ],
      "parameters": {
        "rules": {
          "values": [
            {
              "outputKey": "Discovery",
              "conditions": {
                "options": {
                  "version": 2,
                  "leftValue": "",
                  "caseSensitive": true,
                  "typeValidation": "strict"
                },
                "combinator": "and",
                "conditions": [
                  {
                    "id": "6767bda7-f501-42d5-b70f-fbc427366c84",
                    "operator": {
                      "type": "boolean",
                      "operation": "true",
                      "singleValue": true
                    },
                    "leftValue": "={{ $('On new sales call recording').item.json.body.event.recording.labels.includes('Discovery') }}",
                    "rightValue": "Discovery"
                  }
                ]
              },
              "renameOutput": true
            },
            {
              "outputKey": "Proposal",
              "conditions": {
                "options": {
                  "version": 2,
                  "leftValue": "",
                  "caseSensitive": true,
                  "typeValidation": "strict"
                },
                "combinator": "and",
                "conditions": [
                  {
                    "id": "d15a1cd6-f173-4f19-b126-56023ff972fc",
                    "operator": {
                      "type": "boolean",
                      "operation": "true",
                      "singleValue": true
                    },
                    "leftValue": "={{ $('On new sales call recording').item.json.body.event.recording.labels.includes('Proposal') }}",
                    "rightValue": "={{ $('On new sales call recording').item.json.body.event.recording.labels.includes('Discovery') }}"
                  }
                ]
              },
              "renameOutput": true
            }
          ]
        },
        "options": {}
      },
      "typeVersion": 3.2
    },
    {
      "id": "28a66a03-b46b-4101-9228-cdb1f0c1a137",
      "name": "통화 정보 추출",
      "type": "n8n-nodes-base.set",
      "position": [
        352,
        2528
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "7d00c768-11f8-4e88-a72d-09f4680e6db5",
              "name": "client",
              "type": "string",
              "value": "={{ $json.body.event.recording.companies[0].name }}"
            },
            {
              "id": "899afd83-f493-4bf8-baa3-0af1357ba784",
              "name": "domain",
              "type": "string",
              "value": "={{ $json.body.event.recording.meeting.participants.find(p => p.email && p.email !== $json.body.event.recording.recorder.email)?.email.split(\"@\")[1] }}"
            },
            {
              "id": "53f353b3-8cbb-40d4-bd2f-13bf56554d7a",
              "name": "dealId",
              "type": "string",
              "value": "={{ $json.body.event.recording.crmInfo.crmDealId === undefined ? \"\" : $json.body.event.recording.crmInfo.crmDealId}}"
            },
            {
              "id": "61906ec6-d325-4e07-b05c-824a1d7e8c52",
              "name": "language",
              "type": "string",
              "value": "={{ $json.body.event.recording.transcripts[0].langIso2 === \"fr\" ? \"french\" : \"english\" }}"
            },
            {
              "id": "64575c62-a4bf-4748-854b-d31e1f9fc904",
              "name": "actionItems",
              "type": "string",
              "value": "={{ $json.body.event.recording.actionItems.join('\\n') }}"
            },
            {
              "id": "1e4964eb-11bc-40be-ae2d-acc3756f2f9c",
              "name": "keyTakeways",
              "type": "string",
              "value": "={{ $json.body.event.recording.keyTakeaways.join('\\n') }}"
            },
            {
              "id": "0594c03d-fbdb-4770-a3d7-f2793b90ac08",
              "name": "outlines",
              "type": "string",
              "value": "={{ $json.body.event.recording.outlines.join('\\n') }}"
            },
            {
              "id": "f632c9df-66ba-4b61-a3af-07a8ced06bb2",
              "name": "insights",
              "type": "string",
              "value": "={{ $json.body.event.recording.insightTemplates[0].insights[0].sections.map(section => `${section.title}:\\n${section.description}`).join('\\n\\n') }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "dd22c7f0-6515-4c0e-ad2e-a84e6d3690b2",
      "name": "Sticky Note",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -656,
        2192
      ],
      "parameters": {
        "color": 2,
        "width": 600,
        "height": 240,
        "content": "# Template presentation\n- This template generates a sales follow-up presentation in Google Slides after a sales call recorded in Claap.\n- The workflow is simplified to showcase the main use case.\n- You can customize and enrich this workflow by connecting to the CRM, researching data online or adding more files in the presentation.\n- This workflow runs when the meeting is labeled with \"Discovery\" or \"Proposal\" in Claap.\n- The presentation template used in this workflow is available [here](https://docs.google.com/presentation/d/1UZ0vGvHWwl1M0u_ThxJr6qLr-flIkIvCiVrg3fHPCFk/edit?slide=id.g33acd02fb35_0_0)."
      },
      "typeVersion": 1
    },
    {
      "id": "5fc84ab3-2a83-4535-8d38-c271f87aa708",
      "name": "프레젠테이션 ID 설정",
      "type": "n8n-nodes-base.set",
      "position": [
        1040,
        2240
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "70365c23-d99e-4975-8359-96f81968ebf1",
              "name": "presentationId",
              "type": "string",
              "value": "1UZ0vGvHWwl1M0u_ThxJr6qLr-flIkIvCiVrg3fHPCFk"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "6649d1d2-ce8b-4bb9-b473-ed0417249920",
      "name": "프레젠테이션 업데이트",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        2528,
        2240
      ],
      "parameters": {
        "url": "=https://slides.googleapis.com/v1/presentations/{{ $('Duplicate presentation').item.json.id }}:batchUpdate",
        "method": "POST",
        "options": {},
        "jsonBody": "={\n  \"requests\": [\n    {\n      \"replaceAllText\": {\n        \"containsText\": {\n          \"text\": \"$client\",\n          \"matchCase\": true\n        },\n        \"replaceText\": \"{{ $('Extract call info').item.json.client }}\"\n      }\n    },\n    {\n      \"replaceAllText\": {\n        \"containsText\": {\n          \"text\": \"$date\",\n          \"matchCase\": true\n        },\n        \"replaceText\": \"{{ new Date().toLocaleDateString('fr-FR') }}\"\n      }\n    },\n    {\n      \"replaceAllText\": {\n        \"containsText\": {\n          \"text\": \"$ambition\",\n          \"matchCase\": true\n        },\n        \"replaceText\": \"{{ $('Generate slide content').item.json.message.content.ambition }}\"\n      }\n    },\n    {\n      \"replaceAllText\": {\n        \"containsText\": {\n          \"text\": \"$challenges\",\n          \"matchCase\": true\n        },\n        \"replaceText\": \"{{ $('Format challenges').item.json.challengesFormatted }}\"\n      }\n    },\n    {\n      \"createImage\": {\n        \"url\": \"https://logo.clearbit.com/{{ $('Extract call info').item.json.domain }}\",\n        \"elementProperties\": {\n          \"pageObjectId\": \"g33acd02fb35_0_0\",\n          \"size\": {\n            \"height\": {\n              \"magnitude\": 50,\n              \"unit\": \"PT\"\n            },\n            \"width\": {\n              \"magnitude\": 100,\n              \"unit\": \"PT\"\n            }\n          },\n          \"transform\": {\n            \"scaleX\": 1,\n            \"scaleY\": 1,\n            \"translateX\": 0,\n            \"translateY\": 330,\n            \"unit\": \"PT\"\n          }\n        }\n      }\n    }\n  ]\n}\n",
        "sendBody": true,
        "specifyBody": "json",
        "authentication": "predefinedCredentialType",
        "nodeCredentialType": "googleSlidesOAuth2Api"
      },
      "credentials": {
        "googleSlidesOAuth2Api": {
          "id": "4XvUdGjZmtZF34lR",
          "name": "Google Slides account"
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "972a826c-781f-4fd1-92d5-ec2f53f4825d",
      "name": "새로운 판매 통화 녹음 시",
      "type": "n8n-nodes-base.webhook",
      "position": [
        128,
        2528
      ],
      "webhookId": "f0ad896c-3d55-458b-b161-bd3d6cc4107f",
      "parameters": {
        "path": "claap-recordings",
        "options": {},
        "httpMethod": "POST"
      },
      "typeVersion": 2
    },
    {
      "id": "6dfdb4b2-5c74-41a7-9edd-8f0eba4264b5",
      "name": "Sticky Note2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        832,
        2528
      ],
      "parameters": {
        "width": 320,
        "height": 120,
        "content": "If several presentations can be selected based on the type of call, it's possible to create other branches here. You'll just need to provide the id of the presentation you want to duplicate."
      },
      "typeVersion": 1
    },
    {
      "id": "99b44269-6d1c-441d-b597-272597b1e1c8",
      "name": "Sticky Note3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        2464,
        2432
      ],
      "parameters": {
        "height": 120,
        "content": "Another option is to use the n8n built-in node, but it offers less control (no full text search and replace and no possibility to add images)"
      },
      "typeVersion": 1
    },
    {
      "id": "8017b6bc-f516-4668-bf0a-cd708bb76ab8",
      "name": "형식 문제",
      "type": "n8n-nodes-base.code",
      "position": [
        1648,
        2240
      ],
      "parameters": {
        "jsCode": "return {\n  challengesFormatted: $input.first().json.message.content.challenges.join('\\\\n')\n};"
      },
      "typeVersion": 2
    },
    {
      "id": "5aee27e9-17f0-4b0a-9b0e-e6bf0b82062b",
      "name": "Sticky Note4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1024,
        3024
      ],
      "parameters": {
        "width": 200,
        "height": 120,
        "content": "This branch showcases how to connect with the CRM and personalize the presentation based on CRM data"
      },
      "typeVersion": 1
    },
    {
      "id": "357ad95c-19ce-425a-b430-2e9cac0fe0a0",
      "name": "잘못된 통화 슬라이드 삭제",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        784,
        3040
      ],
      "parameters": {
        "url": "=https://slides.googleapis.com/v1/presentations/{{ $('Duplicate presentation').item.json.id }}:batchUpdate",
        "method": "POST",
        "options": {},
        "jsonBody": "={\n  \"requests\": [\n    {\n      \"deleteObject\": {\n        \"objectId\": \"{{ $json.slide_to_delete }}\"\n      }\n    }\n  ]\n}",
        "sendBody": true,
        "specifyBody": "json",
        "authentication": "predefinedCredentialType",
        "nodeCredentialType": "googleSlidesOAuth2Api"
      },
      "typeVersion": 4
    },
    {
      "id": "f129f806-564c-4820-a8fb-1516959ee780",
      "name": "@user에게 전송",
      "type": "n8n-nodes-base.slack",
      "position": [
        2784,
        2240
      ],
      "webhookId": "1842e596-7b9f-4dc6-8331-58e7a6811afc",
      "parameters": {
        "text": "=",
        "user": {
          "__rl": true,
          "mode": "username",
          "value": "@user"
        },
        "select": "user",
        "blocksUi": "={\n  \"blocks\": [\n    {\n      \"type\": \"section\",\n      \"text\": {\n        \"type\": \"mrkdwn\",\n        \"text\": \"*New presentation available for <https://docs.google.com/presentation/d/{{ $json.presentationId }}/edit#slide=id.g33acd02fb35_0_0|{{ $('Extract call info').item.json.client }}> 🔥*\"\n      }\n    }\n  ]\n}",
        "messageType": "block",
        "otherOptions": {
          "includeLinkToWorkflow": false
        }
      },
      "credentials": {
        "slackApi": {
          "id": "MFSWBbCvtN1Sk93E",
          "name": "Slack First Claapers"
        }
      },
      "typeVersion": 2.3
    },
    {
      "id": "365237ff-823f-4b8c-928b-5b2bb8fc6bf7",
      "name": "거래가 있는 경우",
      "type": "n8n-nodes-base.if",
      "position": [
        128,
        3040
      ],
      "parameters": {
        "options": {},
        "conditions": {
          "options": {
            "version": 2,
            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "strict"
          },
          "combinator": "and",
          "conditions": [
            {
              "id": "49b2504c-0426-4dda-8249-8b147db94e6a",
              "operator": {
                "type": "string",
                "operation": "exists",
                "singleValue": true
              },
              "leftValue": "={{ $('On new sales call recording').item.json.body.event.recording.deal.id }}",
              "rightValue": ""
            }
          ]
        }
      },
      "typeVersion": 2.2
    },
    {
      "id": "85c5809c-56f4-4648-b29e-ea4780634d75",
      "name": "거래 정보 가져오기",
      "type": "n8n-nodes-base.hubspot",
      "position": [
        352,
        3040
      ],
      "parameters": {
        "dealId": "={{ $('On new sales call recording').item.json.body.event.recording.crmInfo.deal.id }}",
        "filters": {},
        "resource": "deal",
        "operation": "get",
        "authentication": "appToken"
      },
      "credentials": {
        "hubspotAppToken": {
          "id": "mhuVEdo7ONjoZ1nP",
          "name": "HubSpot App Token account"
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "253e418e-1282-4da1-8bd9-f9b2e013005e",
      "name": "삭제할 슬라이드 선택",
      "type": "n8n-nodes-base.set",
      "position": [
        560,
        3040
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "d462ed0b-f883-4adf-adc9-baa7d67d632b",
              "name": "slide_to_delete",
              "type": "string",
              "value": "={{ (!$json.properties.deal_currency_code.value || $json.properties.deal_currency_code.value === 'EUR') ? 'g3417703b8a7_0_3' : 'g3026f7d6b00_0_71' }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "65b78722-db75-4edc-ac9c-231cdb8e9336",
      "name": "슬라이드 콘텐츠 생성",
      "type": "@n8n/n8n-nodes-langchain.openAi",
      "position": [
        1264,
        2240
      ],
      "parameters": {
        "modelId": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4o-mini",
          "cachedResultName": "GPT-4O-MINI"
        },
        "options": {},
        "messages": {
          "values": [
            {
              "content": "=Your are a sales expert here to assist sales professionals in crafting follow-ups based on transcripts of discovery calls. Analyze the call summary to identify the following 2 elements:\n\n# Ambition: a summary of the prospect's goals or desired outcomes.\n# Challenges: list 3 key difficulties or obstacles discussed during the call.\n\nInstructions:\n- Use simple language and remain concise.\n- Output your answer in {{ $('Extract call info').item.json.language }}.\n- Structure your answer as a JSON:\n\n{ \n  \"ambition\": \"\",\n  \"challenges\": [\"\", \"\", \"\"]\n}\n\nCall summary below (within triple quotes):\n'''\n{{ $('Extract call info').item.json.insights }}\n'''"
            }
          ]
        },
        "jsonOutput": true
      },
      "credentials": {
        "openAiApi": {
          "id": "E7za96D8nwfE78qQ",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.8
    },
    {
      "id": "dedfb07c-b450-4101-b7eb-7ff6a40aa5f5",
      "name": "Sticky Note1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -656,
        2496
      ],
      "parameters": {
        "color": 3,
        "width": 600,
        "height": 240,
        "content": "# Workflow configuration\n- Create a webhook in Claap, by following [this article](https://help.claap.io/en/articles/10395357-using-claap-s-webhooks).\n- Edit the labels that trigger the workflow and route on the relevant presentation.\n- Fill your Open AI credentials by creating an API Key in OpenAI Platform\n- Edit the presentation personalization details (user set as editor, content, title)\n- Fill your Slack credentials by following steps in [this video](https://www.youtube.com/watch?v=qk5JH6ImK0I&ab_channel=NateHerk%7CAIAutomation)."
      },
      "typeVersion": 1
    }
  ],
  "pinData": {},
  "connections": {
    "85c5809c-56f4-4648-b29e-ea4780634d75": {
      "main": [
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    },
    "28a66a03-b46b-4101-9228-cdb1f0c1a137": {
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    "8017b6bc-f516-4668-bf0a-cd708bb76ab8": {
      "main": [
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