{
  "workflow": {
    "id": 4653,
    "name": "LinkedIn profile extract and build JSON resume with Bright Data & Google Gemini",
    "views": 6449,
    "recentViews": 1,
    "totalViews": 6449,
    "createdAt": "2025-06-04T16:01:06.726Z",
    "description": "### Who this is for?\n\nThe LinkedIn Profile Extract and JSON Resume Builder is a powerful workflow that scrapes professional profile data from LinkedIn using Bright Data's infrastructure, then transforms that data into a clean, structured JSON resume using Google Gemini. The workflow is ideal for automating resume parsing, candidate profiling, or integrating into recruiting platforms.\n\nThis workflow is tailored for:\n\n- HR professionals & recruiters automating resume screening\n\n- Talent acquisition platforms enriching candidate profiles\n\n- Developers & AI builders creating resume-parsing AI pipelines\n\n- Data scientists working on labor market analytics\n\n- Growth hackers profiling prospects via public data\n\n### What problem is this workflow solving?\n\nParsing resumes or LinkedIn profiles into machine-readable formats is often a manual, error-prone process. Most scraping tools either fail due to anti-bot protections or return unstructured HTML that's hard to work with.\n\nThis workflow solves that by:\n\n- Using Bright Data's Web Unlocker for reliable, CAPTCHA-free LinkedIn scraping\n\n- Extracting clean text and structured profile data via Google Gemini LLM\n\n- Automatically generating a standards-compliant JSON Resume and Skills\n\n- Sending the resume to webhooks or storing it for downstream usage\n\n### What this workflow does\n\n- Accepts LinkedIn Profile URL and required metadata (Bright Data zone, webhook)\n\n- Scrapes LinkedIn profile using Bright Data Web Unlocker\n\n- Extracts clean content and skills using Google Gemini LLM\n\n- Builds a JSON-formatted resume following the JSON resume schema\n\n- Sends the JSON resume via Webhook Notification\n\n- Persists the output by saving the file to disk\n\n### Setup\n\n- Sign up at [Bright Data](https://brightdata.com/).\n- Navigate to Proxies & Scraping and create a new Web Unlocker zone by selecting Web Unlocker API under Scraping Solutions.\n- In n8n, configure the Header Auth account under Credentials (Generic Auth Type: Header Authentication).\n![Header Authentication.png](fileId:1438)\nThe Value field should be set with the\n**Bearer XXXXXXXXXXXXXX**. The XXXXXXXXXXXXXX should be replaced by the Web Unlocker Token.\n- In n8n, configure the Google Gemini(PaLM) Api account with the Google Gemini API key (or access through Vertex AI or proxy).\n- Update the **Set URL and Bright Data Zone** node with the LinkedIn profile, Bright Data Zone and the Webhook notification URL. For testing purposes, you can obtain a webhook url using https://webhook.site/\n\n### How to customize this workflow to your needs\n\n**Add Language Translation**\n\nInsert a translation LLM node to support multilingual profiles.\n\n**Generate PDF Resumes**\n\nConvert JSON to formatted PDF resumes using an HTML-to-PDF module.\n\n**Push to ATS or CRM**\n\nAdd integration nodes to pipe data into applicant tracking systems (ATS), CRMs, or databases.\n\n**Use Alternative LLMs**\n\nSwap Gemini with OpenAI or Anthropic Claude if preferred.\n\n\n\n",
    "workflow": {
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      "meta": {
        "instanceId": "885b4fb4a6a9c2cb5621429a7b972df0d05bb724c20ac7dac7171b62f1c7ef40",
        "templateCredsSetupCompleted": true
      },
      "name": "LinkedIn Profile Extract and Build JSON Resume with Bright Data & Google Gemini",
      "tags": [
        {
          "id": "Kujft2FOjmOVQAmJ",
          "name": "Engineering",
          "createdAt": "2025-04-09T01:31:00.558Z",
          "updatedAt": "2025-04-09T01:31:00.558Z"
        },
        {
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          "name": "Building Blocks",
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          "name": "HR",
          "createdAt": "2025-04-13T04:59:30.580Z",
          "updatedAt": "2025-04-13T04:59:30.580Z"
        }
      ],
      "nodes": [
        {
          "id": "0bac88f2-4912-4b1e-b511-aab2c3b34db9",
          "name": "When clicking ‘Test workflow’",
          "type": "n8n-nodes-base.manualTrigger",
          "position": [
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          ],
          "parameters": {},
          "typeVersion": 1
        },
        {
          "id": "df338f53-cb90-4529-befb-382735043ec2",
          "name": "Set URL and Bright Data Zone",
          "type": "n8n-nodes-base.set",
          "position": [
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          ],
          "parameters": {
            "options": {},
            "assignments": {
              "assignments": [
                {
                  "id": "3aedba66-f447-4d7a-93c0-8158c5e795f9",
                  "name": "url",
                  "type": "string",
                  "value": "https://www.linkedin.com/in/ranjan-dailata"
                },
                {
                  "id": "4e7ee31d-da89-422f-8079-2ff2d357a0ba",
                  "name": "zone",
                  "type": "string",
                  "value": "web_unlocker1"
                },
                {
                  "id": "20518160-df56-49fe-9a42-05e9f9d743a5",
                  "name": "webhook_notification_url",
                  "type": "string",
                  "value": "https://webhook.site/c9118da2-1c54-460f-a83a-e5131b7098db"
                }
              ]
            }
          },
          "typeVersion": 3.4
        },
        {
          "id": "e3a859aa-b330-4ae5-b0fb-7cd621be6fb3",
          "name": "Perform Bright Data Web Request",
          "type": "n8n-nodes-base.httpRequest",
          "position": [
            -140,
            -140
          ],
          "parameters": {
            "url": "https://api.brightdata.com/request",
            "method": "POST",
            "options": {},
            "sendBody": true,
            "sendHeaders": true,
            "authentication": "genericCredentialType",
            "bodyParameters": {
              "parameters": [
                {
                  "name": "zone",
                  "value": "={{ $json.zone }}"
                },
                {
                  "name": "url",
                  "value": "={{ $json.url }}"
                },
                {
                  "name": "format",
                  "value": "raw"
                },
                {
                  "name": "data_format",
                  "value": "markdown"
                }
              ]
            },
            "genericAuthType": "httpHeaderAuth",
            "headerParameters": {
              "parameters": [
                {}
              ]
            }
          },
          "credentials": {
            "httpHeaderAuth": {
              "id": "credential-id",
              "name": "httpHeaderAuth Credential"
            }
          },
          "typeVersion": 4.2
        },
        {
          "id": "078d4a98-9c45-4370-a579-06450798f1a1",
          "name": "Markdown to Textual Data Extractor",
          "type": "@n8n/n8n-nodes-langchain.chainLlm",
          "position": [
            80,
            -140
          ],
          "parameters": {
            "text": "=You need to analyze the below markdown and convert to textual data. Please do not output with your own thoughts. Make sure to output with textual data only with no links, scripts, css etc.\n\n{{ $json.data }}",
            "messages": {
              "messageValues": [
                {
                  "message": "You are a markdown expert"
                }
              ]
            },
            "promptType": "define"
          },
          "retryOnFail": true,
          "typeVersion": 1.6
        },
        {
          "id": "2ba19dce-4f9a-439d-b7ae-d701ddb03616",
          "name": "Google Gemini Chat Model for Markdown to Textual",
          "type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
          "position": [
            100,
            80
          ],
          "parameters": {
            "options": {},
            "modelName": "models/gemini-2.0-flash-exp"
          },
          "credentials": {
            "googlePalmApi": {
              "id": "credential-id",
              "name": "googlePalmApi Credential"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "a45dbef9-58f3-4730-8e1b-83419e1efc85",
          "name": "Skill Extractor",
          "type": "@n8n/n8n-nodes-langchain.informationExtractor",
          "position": [
            456,
            -440
          ],
          "parameters": {
            "text": "=Perform Data Mining and extract the skills from the provided resume\n\n {{ $json.text }}",
            "options": {},
            "schemaType": "manual",
            "inputSchema": "{\n\t\"type\": \"array\",\n\t\"properties\": {\n\t\t\"skill\": {\n\t\t\t\"type\": \"string\"\n\t\t},\n        \"desc\": {\n\t\t\t\"type\": \"string\"\n\t\t}\n\t}\n}"
          },
          "retryOnFail": true,
          "typeVersion": 1
        },
        {
          "id": "955af989-3590-49ae-90be-df6424200e42",
          "name": "Google Gemini Chat Model for Skill Extractor",
          "type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
          "position": [
            544,
            -220
          ],
          "parameters": {
            "options": {},
            "modelName": "models/gemini-2.0-flash-exp"
          },
          "credentials": {
            "googlePalmApi": {
              "id": "credential-id",
              "name": "googlePalmApi Credential"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "5c32bdeb-666b-4a0f-9722-0c62ec95ac9e",
          "name": "Create a binary data for Structured Data Extract",
          "type": "n8n-nodes-base.function",
          "position": [
            1052,
            -40
          ],
          "parameters": {
            "functionCode": "items[0].binary = {\n  data: {\n    data: new Buffer(JSON.stringify(items[0].json, null, 2)).toString('base64')\n  }\n};\nreturn items;"
          },
          "typeVersion": 1
        },
        {
          "id": "b9e899f3-a1a4-4dce-af96-1814fb3c03b7",
          "name": "Write the structured content to disk",
          "type": "n8n-nodes-base.readWriteFile",
          "position": [
            1280,
            -40
          ],
          "parameters": {
            "options": {},
            "fileName": "=d:\\Json_Resume.json",
            "operation": "write"
          },
          "typeVersion": 1
        },
        {
          "id": "db74b347-713e-4ff6-9783-1d3f6b1895a6",
          "name": "Initiate a Webhook Notification for Structured Data",
          "type": "n8n-nodes-base.httpRequest",
          "position": [
            1060,
            160
          ],
          "parameters": {
            "url": "={{ $('Set URL and Bright Data Zone').item.json.webhook_notification_url }}",
            "options": {},
            "sendBody": true,
            "bodyParameters": {
              "parameters": [
                {
                  "name": "json_resume",
                  "value": "={{ $('JSON Resume Extractor').item.json.output.toJsonString() }}"
                }
              ]
            }
          },
          "typeVersion": 4.2
        },
        {
          "id": "29d27cef-c868-4552-ab41-08276f56e6f9",
          "name": "Write the structured skills content to disk",
          "type": "n8n-nodes-base.readWriteFile",
          "position": [
            1060,
            -340
          ],
          "parameters": {
            "options": {},
            "fileName": "=d:\\Resume_Skills.json",
            "operation": "write"
          },
          "typeVersion": 1
        },
        {
          "id": "c7a77bd9-955c-45ec-b6d7-e10717eda093",
          "name": "Create a binary data for Structured Skill Extract",
          "type": "n8n-nodes-base.function",
          "position": [
            832,
            -340
          ],
          "parameters": {
            "functionCode": "items[0].binary = {\n  data: {\n    data: new Buffer(JSON.stringify(items[0].json, null, 2)).toString('base64')\n  }\n};\nreturn items;"
          },
          "typeVersion": 1
        },
        {
          "id": "46dc726e-c939-466b-b834-83f0aed2c95c",
          "name": "Sticky Note4",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -140,
            -420
          ],
          "parameters": {
            "color": 5,
            "width": 440,
            "height": 240,
            "content": "## LLM Usages\n\nGoogle Gemini LLM is being utilized for the structured data extraction handling."
          },
          "typeVersion": 1
        },
        {
          "id": "a100ebc9-9253-4e80-93d9-60174a08e7d9",
          "name": "Sticky Note5",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -580,
            -780
          ],
          "parameters": {
            "color": 7,
            "width": 400,
            "height": 340,
            "content": "## Logo\n\n\n![logo](https://images.seeklogo.com/logo-png/43/1/brightdata-logo-png_seeklogo-439974.png)\n"
          },
          "typeVersion": 1
        },
        {
          "id": "097e223c-61e2-4c01-ab8c-3eb2cc48b165",
          "name": "Sticky Note1",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -580,
            -420
          ],
          "parameters": {
            "width": 400,
            "height": 240,
            "content": "## Note\n\nDeals with the LinkedIn profile data extraction by utilizing the Bright Data and Google Gemini LLM for transforming the profile into a structured JSON resume with the structured skill extraction.\n\n**Please make sure to set the input fields node with the LinkedIn profile URL, Bright Data zone name, Webhook notification URL**\n"
          },
          "typeVersion": 1
        },
        {
          "id": "8260cf1a-bd5e-4c05-a898-e7f74ff1d268",
          "name": "Sticky Note",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            360,
            -520
          ],
          "parameters": {
            "color": 7,
            "width": 1100,
            "height": 960,
            "content": "## Structured Data Extract using LLM"
          },
          "typeVersion": 1
        },
        {
          "id": "e06fcc12-c264-439f-84f2-1988587e21c6",
          "name": "JSON Resume Extractor",
          "type": "@n8n/n8n-nodes-langchain.informationExtractor",
          "position": [
            460,
            80
          ],
          "parameters": {
            "text": "=Extract the resume in JSON format.\n {{ $json.text }}",
            "options": {},
            "schemaType": "manual",
            "inputSchema": "{\n  \"$schema\": \"http://json-schema.org/draft-07/schema#\",\n  \"title\": \"JSON Resume\",\n  \"type\": \"object\",\n  \"properties\": {\n    \"basics\": {\n      \"type\": \"object\",\n      \"properties\": {\n        \"name\": { \"type\": \"string\" },\n        \"label\": { \"type\": \"string\" },\n        \"image\": { \"type\": \"string\", \"format\": \"uri\" },\n        \"email\": { \"type\": \"string\", \"format\": \"email\" },\n        \"phone\": { \"type\": \"string\" },\n        \"url\": { \"type\": \"string\", \"format\": \"uri\" },\n        \"summary\": { \"type\": \"string\" },\n        \"location\": {\n          \"type\": \"object\",\n          \"properties\": {\n            \"address\": { \"type\": \"string\" },\n            \"postalCode\": { \"type\": \"string\" },\n            \"city\": { \"type\": \"string\" },\n            \"countryCode\": { \"type\": \"string\" },\n            \"region\": { \"type\": \"string\" }\n          }\n        },\n        \"profiles\": {\n          \"type\": \"array\",\n          \"items\": {\n            \"type\": \"object\",\n            \"properties\": {\n              \"network\": { \"type\": \"string\" },\n              \"username\": { \"type\": \"string\" },\n              \"url\": { \"type\": \"string\", \"format\": \"uri\" }\n            }\n          }\n        }\n      }\n    },\n    \"work\": {\n      \"type\": \"array\",\n      \"items\": {\n        \"type\": \"object\",\n        \"properties\": {\n          \"name\": { \"type\": \"string\" },\n          \"position\": { \"type\": \"string\" },\n          \"url\": { \"type\": \"string\", \"format\": \"uri\" },\n          \"startDate\": { \"type\": \"string\", \"format\": \"date\" },\n          \"endDate\": { \"type\": \"string\", \"format\": \"date\" },\n          \"summary\": { \"type\": \"string\" },\n          \"highlights\": {\n            \"type\": \"array\",\n            \"items\": { \"type\": \"string\" }\n          }\n        }\n      }\n    },\n    \"volunteer\": {\n      \"type\": \"array\",\n      \"items\": {\n        \"type\": \"object\",\n        \"properties\": {\n          \"organization\": { \"type\": \"string\" },\n          \"position\": { \"type\": \"string\" },\n          \"url\": { \"type\": \"string\", \"format\": \"uri\" },\n          \"startDate\": { \"type\": \"string\", \"format\": \"date\" },\n          \"endDate\": { \"type\": \"string\", \"format\": \"date\" },\n          \"summary\": { \"type\": \"string\" },\n          \"highlights\": {\n            \"type\": \"array\",\n            \"items\": { \"type\": \"string\" }\n          }\n        }\n      }\n    },\n    \"education\": {\n      \"type\": \"array\",\n      \"items\": {\n        \"type\": \"object\",\n        \"properties\": {\n          \"institution\": { \"type\": \"string\" },\n          \"url\": { \"type\": \"string\", \"format\": \"uri\" },\n          \"area\": { \"type\": \"string\" },\n          \"studyType\": { \"type\": \"string\" },\n          \"startDate\": { \"type\": \"string\", \"format\": \"date\" },\n          \"endDate\": { \"type\": \"string\", \"format\": \"date\" },\n          \"score\": { \"type\": \"string\" },\n          \"courses\": {\n            \"type\": \"array\",\n            \"items\": { \"type\": \"string\" }\n          }\n        }\n      }\n    },\n    \"awards\": {\n      \"type\": \"array\",\n      \"items\": {\n        \"type\": \"object\",\n        \"properties\": {\n          \"title\": { \"type\": \"string\" },\n          \"date\": { \"type\": \"string\", \"format\": \"date\" },\n          \"awarder\": { \"type\": \"string\" },\n          \"summary\": { \"type\": \"string\" }\n        }\n      }\n    },\n    \"certificates\": {\n      \"type\": \"array\",\n      \"items\": {\n        \"type\": \"object\",\n        \"properties\": {\n          \"name\": { \"type\": \"string\" },\n          \"date\": { \"type\": \"string\", \"format\": \"date\" },\n          \"issuer\": { \"type\": \"string\" },\n          \"url\": { \"type\": \"string\", \"format\": \"uri\" }\n        }\n      }\n    },\n    \"publications\": {\n      \"type\": \"array\",\n      \"items\": {\n        \"type\": \"object\",\n        \"properties\": {\n          \"name\": { \"type\": \"string\" },\n          \"publisher\": { \"type\": \"string\" },\n          \"releaseDate\": { \"type\": \"string\", \"format\": \"date\" },\n          \"url\": { \"type\": \"string\", \"format\": \"uri\" },\n          \"summary\": { \"type\": \"string\" }\n        }\n      }\n    },\n    \"skills\": {\n      \"type\": \"array\",\n      \"items\": {\n        \"type\": \"object\",\n        \"properties\": {\n          \"name\": { \"type\": \"string\" },\n          \"level\": { \"type\": \"string\" },\n          \"keywords\": {\n            \"type\": \"array\",\n            \"items\": { \"type\": \"string\" }\n          }\n        }\n      }\n    },\n    \"languages\": {\n      \"type\": \"array\",\n      \"items\": {\n        \"type\": \"object\",\n        \"properties\": {\n          \"language\": { \"type\": \"string\" },\n          \"fluency\": { \"type\": \"string\" }\n        }\n      }\n    },\n    \"interests\": {\n      \"type\": \"array\",\n      \"items\": {\n        \"type\": \"object\",\n        \"properties\": {\n          \"name\": { \"type\": \"string\" },\n          \"keywords\": {\n            \"type\": \"array\",\n            \"items\": { \"type\": \"string\" }\n          }\n        }\n      }\n    },\n    \"references\": {\n      \"type\": \"array\",\n      \"items\": {\n        \"type\": \"object\",\n        \"properties\": {\n          \"name\": { \"type\": \"string\" },\n          \"reference\": { \"type\": \"string\" }\n        }\n      }\n    },\n    \"projects\": {\n      \"type\": \"array\",\n      \"items\": {\n        \"type\": \"object\",\n        \"properties\": {\n          \"name\": { \"type\": \"string\" },\n          \"startDate\": { \"type\": \"string\", \"format\": \"date\" },\n          \"endDate\": { \"type\": \"string\", \"format\": \"date\" },\n          \"description\": { \"type\": \"string\" },\n          \"highlights\": {\n            \"type\": \"array\",\n            \"items\": { \"type\": \"string\" }\n          },\n          \"url\": { \"type\": \"string\", \"format\": \"uri\" }\n        }\n      }\n    }\n  },\n  \"required\": [\"basics\"]\n}\n"
          },
          "retryOnFail": true,
          "typeVersion": 1
        },
        {
          "id": "14c17907-10bb-45a8-b835-39251b742cbe",
          "name": "Google Gemini Chat Model",
          "type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
          "position": [
            580,
            260
          ],
          "parameters": {
            "options": {},
            "modelName": "models/gemini-2.0-flash-exp"
          },
          "credentials": {
            "googlePalmApi": {
              "id": "credential-id",
              "name": "googlePalmApi Credential"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "9ec7af7d-72e6-410d-b52e-9eda3e193e30",
          "name": "Code",
          "type": "n8n-nodes-base.code",
          "position": [
            800,
            80
          ],
          "parameters": {
            "jsCode": "return $input.first().json.output"
          },
          "typeVersion": 2
        }
      ],
      "active": false,
      "pinData": {},
      "settings": {
        "executionOrder": "v1"
      },
      "versionId": "bcad3928-6913-44b0-b9e5-efc6e738769c",
      "connections": {
        "Code": {
          "main": [
            [
              {
                "node": "Initiate a Webhook Notification for Structured Data",
                "type": "main",
                "index": 0
              },
              {
                "node": "Create a binary data for Structured Data Extract",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Skill Extractor": {
          "main": [
            [
              {
                "node": "Create a binary data for Structured Skill Extract",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "JSON Resume Extractor": {
          "main": [
            [
              {
                "node": "Code",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Google Gemini Chat Model": {
          "ai_languageModel": [
            [
              {
                "node": "JSON Resume Extractor",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "Set URL and Bright Data Zone": {
          "main": [
            [
              {
                "node": "Perform Bright Data Web Request",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Perform Bright Data Web Request": {
          "main": [
            [
              {
                "node": "Markdown to Textual Data Extractor",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "When clicking ‘Test workflow’": {
          "main": [
            [
              {
                "node": "Set URL and Bright Data Zone",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Markdown to Textual Data Extractor": {
          "main": [
            [
              {
                "node": "Skill Extractor",
                "type": "main",
                "index": 0
              },
              {
                "node": "JSON Resume Extractor",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Google Gemini Chat Model for Skill Extractor": {
          "ai_languageModel": [
            [
              {
                "node": "Skill Extractor",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "Create a binary data for Structured Data Extract": {
          "main": [
            [
              {
                "node": "Write the structured content to disk",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Google Gemini Chat Model for Markdown to Textual": {
          "ai_languageModel": [
            [
              {
                "node": "Markdown to Textual Data Extractor",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "Create a binary data for Structured Skill Extract": {
          "main": [
            [
              {
                "node": "Write the structured skills content to disk",
                "type": "main",
                "index": 0
              }
            ]
          ]
        }
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                },
                {
                  "url": "https://n8n.io/blog/learn-to-build-powerful-api-endpoints-using-webhooks/",
                  "icon": "🧰",
                  "label": "Learn to Build Powerful API Endpoints Using Webhooks"
                },
                {
                  "url": "https://n8n.io/blog/how-a-membership-development-manager-automates-his-work-and-investments/",
                  "icon": "📈",
                  "label": "How a Membership Development Manager automates his work and investments"
                },
                {
                  "url": "https://n8n.io/blog/a-low-code-bitcoin-ticker-built-with-questdb-and-n8n-io/",
                  "icon": "📈",
                  "label": "A low-code bitcoin ticker built with QuestDB and n8n.io"
                },
                {
                  "url": "https://n8n.io/blog/how-to-set-up-a-ci-cd-pipeline-with-no-code/",
                  "icon": "🎡",
                  "label": "How to set up a no-code CI/CD pipeline with GitHub and TravisCI"
                },
                {
                  "url": "https://n8n.io/blog/benefits-of-automation-and-n8n-an-interview-with-hubspots-hugh-durkin/",
                  "icon": "🎖",
                  "label": "Benefits of automation and n8n: An interview with HubSpot's Hugh Durkin"
                },
                {
                  "url": "https://n8n.io/blog/how-goomer-automated-their-operations-with-over-200-n8n-workflows/",
                  "icon": "🛵",
                  "label": "How Goomer automated their operations with over 200 n8n workflows"
                },
                {
                  "url": "https://n8n.io/blog/aws-workflow-automation/",
                  "label": "7 no-code workflow automations for Amazon Web Services"
                }
              ],
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.set/"
                }
              ]
            },
            "categories": [
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
                "Data Transformation"
              ]
            }
          }
        },
        "group": "[\"input\"]",
        "defaults": {
          "name": "Edit Fields"
        },
        "iconData": {
          "icon": "pen",
          "type": "icon"
        },
        "displayName": "Edit Fields (Set)",
        "typeVersion": 3,
        "nodeCategories": [
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 565,
        "icon": "fa:sticky-note",
        "name": "n8n-nodes-base.stickyNote",
        "codex": {
          "data": {
            "alias": [
              "Comments",
              "Notes",
              "Sticky"
            ],
            "categories": [
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
                "Helpers"
              ]
            }
          }
        },
        "group": "[\"input\"]",
        "defaults": {
          "name": "Sticky Note",
          "color": "#FFD233"
        },
        "iconData": {
          "icon": "sticky-note",
          "type": "icon"
        },
        "displayName": "Sticky Note",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 834,
        "icon": "file:code.svg",
        "name": "n8n-nodes-base.code",
        "codex": {
          "data": {
            "alias": [
              "cpde",
              "Javascript",
              "JS",
              "Python",
              "Script",
              "Custom Code",
              "Function"
            ],
            "details": "The Code node allows you to execute JavaScript in your workflow.",
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.code/"
                }
              ]
            },
            "categories": [
              "Development",
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
                "Helpers",
                "Data Transformation"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Code"
        },
        "iconData": {
          "type": "file",
          "fileBuffer": "data:image/svg+xml;base64,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"
        },
        "displayName": "Code",
        "typeVersion": 2,
        "nodeCategories": [
          {
            "id": 5,
            "name": "Development"
          },
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 838,
        "icon": "fa:mouse-pointer",
        "name": "n8n-nodes-base.manualTrigger",
        "codex": {
          "data": {
            "resources": {
              "generic": [],
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.manualworkflowtrigger/"
                }
              ]
            },
            "categories": [
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0"
          }
        },
        "group": "[\"trigger\"]",
        "defaults": {
          "name": "When clicking ‘Execute workflow’",
          "color": "#909298"
        },
        "iconData": {
          "icon": "mouse-pointer",
          "type": "icon"
        },
        "displayName": "Manual Trigger",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 1123,
        "icon": "fa:link",
        "name": "@n8n/n8n-nodes-langchain.chainLlm",
        "codex": {
          "data": {
            "alias": [
              "LangChain"
            ],
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.chainllm/"
                }
              ]
            },
            "categories": [
              "AI",
              "Langchain"
            ],
            "subcategories": {
              "AI": [
                "Chains",
                "Root Nodes"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Basic LLM Chain",
          "color": "#909298"
        },
        "iconData": {
          "icon": "link",
          "type": "icon"
        },
        "displayName": "Basic LLM Chain",
        "typeVersion": 2,
        "nodeCategories": [
          {
            "id": 25,
            "name": "AI"
          },
          {
            "id": 26,
            "name": "Langchain"
          }
        ]
      },
      {
        "id": 1233,
        "icon": "file:readWriteFile.svg",
        "name": "n8n-nodes-base.readWriteFile",
        "codex": {
          "data": {
            "alias": [
              "Binary",
              "File",
              "Text",
              "Open",
              "Import",
              "Save",
              "Export",
              "Disk",
              "Transfer"
            ],
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.readwritefile/"
                }
              ]
            },
            "categories": [
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
                "Files"
              ]
            }
          }
        },
        "group": "[\"input\"]",
        "defaults": {
          "name": "Read/Write Files from Disk"
        },
        "iconData": {
          "type": "file",
          "fileBuffer": "data:image/svg+xml;base64,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"
        },
        "displayName": "Read/Write Files from Disk",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 1262,
        "icon": "file:google.svg",
        "name": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
        "codex": {
          "data": {
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.lmchatgooglegemini/"
                }
              ]
            },
            "categories": [
              "AI",
              "Langchain"
            ],
            "subcategories": {
              "AI": [
                "Language Models",
                "Root Nodes"
              ],
              "Language Models": [
                "Chat Models (Recommended)"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Google Gemini Chat Model"
        },
        "iconData": {
          "type": "file",
          "fileBuffer": "data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHhtbG5zOnhsaW5rPSJodHRwOi8vd3d3LnczLm9yZy8xOTk5L3hsaW5rIiB2aWV3Qm94PSIwIDAgNDggNDgiPjxkZWZzPjxwYXRoIGlkPSJhIiBkPSJNNDQuNSAyMEgyNHY4LjVoMTEuOEMzNC43IDMzLjkgMzAuMSAzNyAyNCAzN2MtNy4yIDAtMTMtNS44LTEzLTEzczUuOC0xMyAxMy0xM2MzLjEgMCA1LjkgMS4xIDguMSAyLjlsNi40LTYuNEMzNC42IDQuMSAyOS42IDIgMjQgMiAxMS44IDIgMiAxMS44IDIgMjRzOS44IDIyIDIyIDIyYzExIDAgMjEtOCAyMS0yMiAwLTEuMy0uMi0yLjctLjUtNCIvPjwvZGVmcz48Y2xpcFBhdGggaWQ9ImIiPjx1c2UgeGxpbms6aHJlZj0iI2EiIG92ZXJmbG93PSJ2aXNpYmxlIi8+PC9jbGlwUGF0aD48cGF0aCBmaWxsPSIjRkJCQzA1IiBkPSJNMCAzN1YxMWwxNyAxM3oiIGNsaXAtcGF0aD0idXJsKCNiKSIvPjxwYXRoIGZpbGw9IiNFQTQzMzUiIGQ9Im0wIDExIDE3IDEzIDctNi4xTDQ4IDE0VjBIMHoiIGNsaXAtcGF0aD0idXJsKCNiKSIvPjxwYXRoIGZpbGw9IiMzNEE4NTMiIGQ9Im0wIDM3IDMwLTIzIDcuOSAxTDQ4IDB2NDhIMHoiIGNsaXAtcGF0aD0idXJsKCNiKSIvPjxwYXRoIGZpbGw9IiM0Mjg1RjQiIGQ9Ik00OCA0OCAxNyAyNGwtNC0zIDM1LTEweiIgY2xpcC1wYXRoPSJ1cmwoI2IpIi8+PC9zdmc+"
        },
        "displayName": "Google Gemini Chat Model",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 25,
            "name": "AI"
          },
          {
            "id": 26,
            "name": "Langchain"
          }
        ]
      },
      {
        "id": 1273,
        "icon": "fa:project-diagram",
        "name": "@n8n/n8n-nodes-langchain.informationExtractor",
        "codex": {
          "data": {
            "alias": [
              "NER",
              "parse",
              "parsing",
              "JSON",
              "data extraction",
              "structured"
            ],
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.information-extractor/"
                }
              ]
            },
            "categories": [
              "AI",
              "Langchain"
            ],
            "subcategories": {
              "AI": [
                "Chains",
                "Root Nodes"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Information Extractor"
        },
        "iconData": {
          "icon": "project-diagram",
          "type": "icon"
        },
        "displayName": "Information Extractor",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 25,
            "name": "AI"
          },
          {
            "id": 26,
            "name": "Langchain"
          }
        ]
      }
    ],
    "categories": [
      {
        "id": 17,
        "name": "HR"
      },
      {
        "id": 49,
        "name": "AI Summarization"
      }
    ],
    "image": [
      {
        "id": 1438,
        "url": "https://n8niostorageaccount.blob.core.windows.net/n8nio-strapi-blobs-prod/assets/Header_Authentication_b6b7f8eeb6.png"
      }
    ]
  }
}