회의 실시간 인사이트를 위한 AI 에이전트

• •HTTP Webhook 엔드포인트(n8n이 자동으로 생성)
• •PostgreSQL 데이터베이스 연결 정보
• •Supabase URL과 API Key
• •대상 API의 인증 정보가 필요할 수 있음
• •OpenAI API Key

{
  "nodes": [
    {
      "id": "d44489b8-8cb7-4776-8c16-a8bb01e52171",
      "name": "OpenAI1",
      "type": "@n8n/n8n-nodes-langchain.openAi",
      "position": [
        300,
        -300
      ],
      "parameters": {
        "text": "={{ \n     JSON.parse($('Insert Transcription Part').item.json.dialog)\n        .filter(item => item.date_updated && new Date(item.date_updated) >= new Date($('Insert Transcription Part').item.json.date_updated))\n        .sort((a, b) => a.order - b.order)\n        .map(item => `${item.words}\\n${item.speaker}`)\n        .join('\\n\\n')\n}}",
        "memory": "threadId",
        "prompt": "define",
        "options": {},
        "resource": "assistant",
        "threadId": "={{ $json.thread_id }}",
        "assistantId": {
          "__rl": true,
          "mode": "list",
          "value": "asst_D5t6bNnNpenmfC7PmvywMqyR",
          "cachedResultName": "5minAI - Realtime Agent"
        }
      },
      "credentials": {
        "openAiApi": {
          "id": "SphXAX7rlwRLkiox",
          "name": "Test club key"
        }
      },
      "typeVersion": 1.6
    },
    {
      "id": "3425f1c1-ad68-495e-bb9a-95ea92e7cf23",
      "name": "Insert Transcription Part",
      "type": "n8n-nodes-base.postgres",
      "position": [
        -120,
        -300
      ],
      "parameters": {
        "query": "UPDATE public.data\nSET output = jsonb_set(\n    output,\n    '{dialog}', \n    (\n        COALESCE(\n            (output->'dialog')::jsonb, \n            '[]'::jsonb  -- Initialize as empty array if dialog does not exist\n        ) || jsonb_build_object(\n            'order', (COALESCE(jsonb_array_length(output->'dialog'), 0) + 1),  -- Calculate the next order\n            'words', '{{ $('Webhook2').item.json.body.data.transcript.words.map(word => word.text.replace(/'/g, \"''\")).join(\" \") }}',\n            'speaker', '{{ $('Webhook2').item.json.body.data.transcript.speaker }}',\n            'language', '{{ $('Webhook2').item.json.body.data.transcript.language }}',\n            'speaker_id', ('{{ $('Webhook2').item.json.body.data.transcript.speaker_id }}')::int,\n  'date_updated', to_jsonb('{{ $now }}'::text)\n        )\n    )\n)\nWHERE input->>'recall_bot_id' = $1\nReturning input->>'openai_thread_id' as thread_id;",
        "options": {
          "queryReplacement": "={{ $('Scenario 2 Start - Webhook').item.json.body.data.bot_id }}"
        },
        "operation": "executeQuery"
      },
      "credentials": {
        "postgres": {
          "id": "AO9cER6p8uX7V07T",
          "name": "Postgres 5minai"
        }
      },
      "typeVersion": 2.5
    },
    {
      "id": "9bcc0605-fc35-4842-a3f4-30ef902f35c1",
      "name": "Create 노트",
      "type": "n8n-nodes-base.postgresTool",
      "position": [
        180,
        -120
      ],
      "parameters": {
        "query": "UPDATE public.data\nSET output = jsonb_set(\n    output,\n    '{notes}', \n    (\n        COALESCE(\n            (output->'notes')::jsonb, \n            '[]'::jsonb  -- Initialize as empty array if dialog does not exist\n        ) || jsonb_build_object(\n            'order', (COALESCE(jsonb_array_length(output->'notes'), 0) + 1),  -- Calculate the next order\n            'text', '{{ $fromAI(\"note\",\"Text of note.\") }}'\n        )\n    )\n)\nWHERE input->>'recall_bot_id' = $1",
        "options": {
          "queryReplacement": "={{ $('Scenario 2 Start - Webhook').item.json.body.data.bot_id }}"
        },
        "operation": "executeQuery",
        "descriptionType": "manual",
        "toolDescription": "Create note record."
      },
      "credentials": {
        "postgres": {
          "id": "AO9cER6p8uX7V07T",
          "name": "Postgres 5minai"
        }
      },
      "typeVersion": 2.5
    },
    {
      "id": "0831c139-ca4b-4b4c-aa7f-7495c4ca0110",
      "name": "Create Recall bot",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        -60,
        -980
      ],
      "parameters": {
        "url": "https://us-west-2.recall.ai/api/v1/bot",
        "method": "POST",
        "options": {},
        "jsonBody": "={\n  \"meeting_url\":\"{{ $json.meeting_url }}\",\n  \"transcription_options\": {\n    \"provider\": \"assembly_ai\"\n  }\n,\n\"real_time_transcription\": {\n    \"destination_url\": \"https://n8n.lowcoding.dev/webhook/d074ca1e-52f9-47af-8587-8c24d431f9cd\"\n  },\n\"automatic_leave\": {\n  \"silence_detection\": {\n    \"timeout\": 300, \n    \"activate_after\": 600\n  },\n  \"bot_detection\": {\n    \"using_participant_events\": {\n      \"timeout\": 600, \n      \"activate_after\": 1200\n    }\n  },\n  \"waiting_room_timeout\": 600,\n  \"noone_joined_timeout\": 600,\n  \"everyone_left_timeout\": 2,\n  \"in_call_not_recording_timeout\": 600,\n  \"recording_permission_denied_timeout\": 600\n}\n}",
        "sendBody": true,
        "specifyBody": "json",
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth"
      },
      "credentials": {
        "httpHeaderAuth": {
          "id": "lfHu7Kn7L7SH3LAF",
          "name": "Recall"
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "e1122b5b-3af5-4836-802c-40c3a0eb3c93",
      "name": "Create OpenAI thread",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        140,
        -980
      ],
      "parameters": {
        "url": "https://api.openai.com/v1/threads",
        "method": "POST",
        "options": {},
        "sendHeaders": true,
        "authentication": "predefinedCredentialType",
        "headerParameters": {
          "parameters": [
            {
              "name": "OpenAI-Beta",
              "value": "assistants=v2"
            }
          ]
        },
        "nodeCredentialType": "openAiApi"
      },
      "credentials": {
        "openAiApi": {
          "id": "SphXAX7rlwRLkiox",
          "name": "Test club key"
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "784c123d-adbb-4265-9485-2c88dd3091c2",
      "name": "Create data record",
      "type": "n8n-nodes-base.supabase",
      "position": [
        320,
        -980
      ],
      "parameters": {
        "tableId": "data",
        "fieldsUi": {
          "fieldValues": [
            {
              "fieldId": "input",
              "fieldValue": "={{ {\"openai_thread_id\": $('Create OpenAI thread').item.json.id, \"recall_bot_id\": $('Create Recall bot').item.json.id, \"meeting_url\":$('Webhook').item.json.body.meeting_url } }}"
            },
            {
              "fieldId": "output",
              "fieldValue": "={{ {\"dialog\":[]} }}"
            }
          ]
        }
      },
      "credentials": {
        "supabaseApi": {
          "id": "iVKNf5qv3ZFhq0ZV",
          "name": "Supabase 5minAI"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "f455c7de-1e64-4a28-9eef-11d19c982813",
      "name": "메모9",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -900,
        -380
      ],
      "parameters": {
        "color": 7,
        "width": 330.5152611046425,
        "height": 239.5888196628349,
        "content": "### ... or watch set up video [10 min]\n[![Youtube Thumbnail](https://res.cloudinary.com/de9jgixzm/image/upload/v1739773273/Youtube%20Thumbs/Realtim%20AI%20Agent.png)](https://www.youtube.com/watch?v=rtaX6BMiTeo)\n"
      },
      "typeVersion": 1
    },
    {
      "id": "ea90c110-18ad-4f4b-90ab-fcb88b92e709",
      "name": "메모7",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1200,
        -1060
      ],
      "parameters": {
        "color": 7,
        "width": 636,
        "height": 657,
        "content": "![5min Logo](https://res.cloudinary.com/de9jgixzm/image/upload/v1739773200/Skool%20Assets/ejm3hqnvhgwpnu2fv92s.png)\n## AI Agent for realtime insights on meetings\n**Made by [Mark Shcherbakov](https://www.linkedin.com/in/marklowcoding/) from community [5minAI](https://www.skool.com/5minai)**\n\nTranscribing meetings manually can be tedious and prone to error. This workflow automates the transcription process in real-time, ensuring that key discussions and decisions are accurately captured and easily accessible for later review, thus enhancing productivity and clarity in communications.\n\nThe workflow employs an AI-powered assistant to join virtual meetings and capture discussions through real-time transcription. Key functionalities include:\n- Automatic joining of meetings on platforms like Zoom, Google Meet, and others with the ability to provide real-time transcription.\n- Integration with transcription APIs (e.g., AssemblyAI) to deliver seamless and accurate capture of dialogue.\n- Structuring and storing transcriptions efficiently in a database for easy retrieval and analysis.\n\n1. **Real-Time Transcription**: The assistant captures audio during meetings and transcribes it in real-time, allowing participants to focus on discussions.\n2. **Keyword Recognition**: Key phrases can trigger specific actions, such as noting important points or making prompts to the assistant.\n3. **Structured Data Management**: The assistant maintains a database of transcriptions linked to meeting details for organized storage and quick access later."
      },
      "typeVersion": 1
    },
    {
      "id": "378c19bb-0e4a-43d3-9ba5-2a77ebfb5b83",
      "name": "메모6",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1200,
        -380
      ],
      "parameters": {
        "color": 7,
        "width": 280,
        "height": 626,
        "content": "### Set up steps\n\n#### Preparation\n\n1. **Create Recall.ai API key**\n2. **Setup Supabase account and table**\n```\ncreate table\n  public.data (\n    id uuid not null default gen_random_uuid (),\n    date_created timestamp with time zone not null default (now() at time zone 'utc'::text),\n    input jsonb null,\n    output jsonb null,\n    constraint data_pkey primary key (id),\n  ) tablespace pg_default;\n\n```\n3. **Create OpenAI API key**\n\n#### Development\n\n1. **Bot Creation**: \n   - Use a node to create the bot that will join meetings. Provide the meeting URL and set transcription options within the API request.\n\n2. **Authentication**: \n   - Configure authentication settings via a Bearer token for interacting with your transcription service.\n\n3. **Webhook Setup**: \n   - Create a webhook to receive real-time transcription updates, ensuring timely data capture during meetings.\n\n4. **Join Meeting**: \n   - Set the bot to join the specified meeting and actively listen to capture conversations.\n\n5. **Transcription Handling**: \n   - Combine transcription fragments into cohesive sentences and manage dialog arrays for coherence.\n\n6. **Trigger Actions on Keywords**: \n   - Set up keyword recognition that can initiate requests to the OpenAI API for additional interactions based on captured dialogue.\n\n7. **Output and Summary Generation**: \n   - Produce insights and summary notes from the transcriptions that can be stored back into the database for future reference."
      },
      "typeVersion": 1
    },
    {
      "id": "9a4ff741-ccfd-42e9-883e-43297a73e2c3",
      "name": "Scenario 1 시작 - Edit Fields",
      "type": "n8n-nodes-base.set",
      "position": [
        -260,
        -980
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "4891fa6e-2dd5-4433-925c-5497ec82e8ab",
              "name": "meeting_url",
              "type": "string",
              "value": "https://meet.google.com/iix-vrav-kuc"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "a4368763-b96e-45e7-884d-aa0cbae2d276",
      "name": "Scenario 2 Start - Webhook 트리거",
      "type": "n8n-nodes-base.webhook",
      "position": [
        -320,
        -300
      ],
      "webhookId": "7f176935-cb83-4147-ac14-48c8d747863a",
      "parameters": {
        "path": "d074ca1e-52f9-47af-8587-8c24d431f9cd",
        "options": {},
        "httpMethod": "POST"
      },
      "typeVersion": 2
    },
    {
      "id": "107b26af-d1d2-40c7-ad4f-7193d3ae9b70",
      "name": "If Jimmy word",
      "type": "n8n-nodes-base.if",
      "position": [
        80,
        -300
      ],
      "parameters": {
        "options": {},
        "conditions": {
          "options": {
            "version": 2,
            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "strict"
          },
          "combinator": "and",
          "conditions": [
            {
              "id": "ba6c2ae5-d0f4-4242-9cf8-97cb84335a93",
              "operator": {
                "type": "string",
                "operation": "contains"
              },
              "leftValue": "={{ $('Scenario 2 Start - Webhook').item.json.body.data.transcript.words.map(word => word.text.replace(/'/g, \"''\")).join(\" \") }}",
              "rightValue": "=Jimmy"
            }
          ]
        }
      },
      "typeVersion": 2.2
    },
    {
      "id": "49cf34f6-86cf-42cc-9da4-3efb37e6f565",
      "name": "메모",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -380,
        -1040
      ],
      "parameters": {
        "width": 920,
        "height": 400,
        "content": "## Scenario 1\n\n"
      },
      "typeVersion": 1
    },
    {
      "id": "34660f39-6ecc-4f2d-98e8-a2c529255e98",
      "name": "메모1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -380,
        -360
      ],
      "parameters": {
        "width": 1020,
        "height": 420,
        "content": "## Scenario 2\n\n"
      },
      "typeVersion": 1
    },
    {
      "id": "5027e72d-2b2c-40b4-921e-c4f40d85f251",
      "name": "메모2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -200,
        -120
      ],
      "parameters": {
        "color": 3,
        "width": 270,
        "height": 80,
        "content": "### Replace Supabase credentials"
      },
      "typeVersion": 1
    },
    {
      "id": "dddea341-da40-4b6a-ae25-a8417e869cc9",
      "name": "메모3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -100,
        -780
      ],
      "parameters": {
        "color": 3,
        "width": 200,
        "height": 80,
        "content": "### Replace server location\n\n"
      },
      "typeVersion": 1
    },
    {
      "id": "e8e76c2a-f949-400e-92b2-39da8034b471",
      "name": "메모4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        340,
        -100
      ],
      "parameters": {
        "color": 4,
        "width": 270,
        "height": 80,
        "content": "### Replace OpenAI credentials"
      },
      "typeVersion": 1
    },
    {
      "id": "729a5f6e-5aea-4908-9a82-2a7d7bea1322",
      "name": "메모5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        140,
        -780
      ],
      "parameters": {
        "color": 3,
        "width": 290,
        "height": 80,
        "content": "### Replace credentials"
      },
      "typeVersion": 1
    },
    {
      "id": "31178e90-62ce-4bf8-8381-dc8138088889",
      "name": "메모8",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -320,
        -780
      ],
      "parameters": {
        "color": 3,
        "width": 200,
        "height": 80,
        "content": "### Replace meeting url\n\n"
      },
      "typeVersion": 1
    }
  ],
  "pinData": {
    "Create Recall bot": [
      {
        "id": "ab35fa56-e42b-47c6-b716-eac8d12af601",
        "join_at": null,
        "metadata": {},
        "recording": null,
        "video_url": null,
        "recordings": [],
        "meeting_url": {
          "platform": "google_meet",
          "meeting_id": "zst-ymag-zoa"
        },
        "status_changes": [
          {
            "code": "ready",
            "message": null,
            "sub_code": null,
            "created_at": "2024-11-01T11:29:32.364684Z"
          }
        ],
        "meeting_metadata": null,
        "calendar_meetings": [],
        "meeting_participants": []
      }
    ],
    "Insert Transcription Part": [
      {
        "dialog": "[{\"order\": 1, \"words\": \"Wait.\", \"speaker\": \"Mark S.\", \"language\": null, \"speaker_id\": 100}, {\"order\": 2, \"words\": \"A bit.\", \"speaker\": \"Mark S.\", \"language\": null, \"speaker_id\": 100}, {\"order\": 3, \"words\": \"It's not even subtitles and it's not even a real. It's. A Google Meet.\", \"speaker\": \"Mark S.\", \"language\": null, \"speaker_id\": 100}, {\"order\": 4, \"words\": \"Same story. I wasn't prepared. I don't know what to tell you. Maybe my AI body can help me.\", \"speaker\": \"Mark S.\", \"language\": null, \"speaker_id\": 100}, {\"order\": 5, \"words\": \"What truth?\", \"speaker\": \"Mark S.\", \"language\": null, \"speaker_id\": 100}, {\"order\": 6, \"words\": \"You can get the same AI body in one day. Just drop AI in comment and I will. Send you a guide.\", \"speaker\": \"Mark S.\", \"language\": null, \"speaker_id\": 100}, {\"order\": 7, \"words\": \"As it works well.\", \"speaker\": \"Mark S.\", \"language\": \"null\", \"speaker_id\": 100}, {\"order\": 8, \"words\": \"As it works well.\", \"speaker\": \"Mark S.\", \"language\": \"null\", \"speaker_id\": 100}, {\"order\": 9, \"words\": \"As it works well.\", \"speaker\": \"Mark S.\", \"language\": \"null\", \"speaker_id\": 100}, {\"order\": 10, \"words\": \"Let's it works well.\", \"speaker\": \"Mark S.\", \"language\": \"null\", \"speaker_id\": 100}, {\"order\": 11, \"words\": \"Let's it works well.\", \"speaker\": \"Mark S.\", \"language\": \"null\", \"speaker_id\": 100}, {\"order\": 12, \"words\": \"Let's it works well.\", \"speaker\": \"Mark S.\", \"language\": \"null\", \"speaker_id\": 100, \"date_updated\": \"2024-11-22T08:41:24.164+01:00\"}, {\"order\": 13, \"words\": \"Let's it works well.\", \"speaker\": \"Mark S.\", \"language\": \"null\", \"speaker_id\": 100, \"date_updated\": \"2024-11-22T08:50:11.330+01:00\"}]",
        "thread_id": "thread_0g7p3iE7MYmDPiUuPiZP5vfR",
        "date_updated": "2024-11-22T08:37:55.751+01:00"
      }
    ],
    "Scenario 2 Start - Webhook": [
      {
        "body": {
          "data": {
            "bot_id": "0032c6e2-78e9-46e7-a2ef-41d7b853ef48",
            "transcript": {
              "words": [
                {
                  "text": "Let's",
                  "end_time": 11.88,
                  "start_time": 11.68
                },
                {
                  "text": "it",
                  "end_time": 12.12,
                  "start_time": 11.88
                },
                {
                  "text": "works",
                  "end_time": 12.44,
                  "start_time": 12.12
                },
                {
                  "text": "well.",
                  "end_time": 12.48,
                  "start_time": 12.44
                }
              ],
              "source": "smart_annotator",
              "speaker": "Mark S.",
              "is_final": true,
              "language": null,
              "speaker_id": 100,
              "original_transcript_id": 32
            },
            "recording_id": "ee1ad589-39fe-4ed5-b96f-cd14c63f3bc2"
          },
          "event": "bot.transcription"
        },
        "query": {},
        "params": {},
        "headers": {
          "host": "n8n.lowcoding.dev",
          "accept": "*/*",
          "content-type": "application/json",
          "content-length": "495",
          "accept-encoding": "gzip",
          "x-forwarded-for": "52.10.191.34",
          "x-forwarded-host": "n8n.lowcoding.dev",
          "x-forwarded-proto": "https"
        },
        "webhookUrl": "https://n8n.lowcoding.dev/webhook/d074ca1e-52f9-47af-8587-8c24d431f9cd",
        "executionMode": "production"
      }
    ]
  },
  "connections": {
    "d44489b8-8cb7-4776-8c16-a8bb01e52171": {
      "main": [
        []
      ]
    },
    "Create Note": {
      "ai_tool": [
        [
          {
            "node": "d44489b8-8cb7-4776-8c16-a8bb01e52171",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "107b26af-d1d2-40c7-ad4f-7193d3ae9b70": {
      "main": [
        [
          {
            "node": "d44489b8-8cb7-4776-8c16-a8bb01e52171",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "0831c139-ca4b-4b4c-aa7f-7495c4ca0110": {
      "main": [
        [
          {
            "node": "e1122b5b-3af5-4836-802c-40c3a0eb3c93",
            "type": "main",
            "index": 0
          }
        ],
        []
      ]
    },
    "784c123d-adbb-4265-9485-2c88dd3091c2": {
      "main": [
        []
      ]
    },
    "e1122b5b-3af5-4836-802c-40c3a0eb3c93": {
      "main": [
        [
          {
            "node": "784c123d-adbb-4265-9485-2c88dd3091c2",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "3425f1c1-ad68-495e-bb9a-95ea92e7cf23": {
      "main": [
        [
          {
            "node": "107b26af-d1d2-40c7-ad4f-7193d3ae9b70",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Scenario 2 Start - Webhook": {
      "main": [
        [
          {
            "node": "3425f1c1-ad68-495e-bb9a-95ea92e7cf23",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Scenario 1 Start - Edit Fields": {
      "main": [
        [
          {
            "node": "0831c139-ca4b-4b4c-aa7f-7495c4ca0110",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  }
}