Extract data from resume and create PDF with Gotenberg

{"nodes": [{"id": "79849bb5-00a4-42e6-92c4-b06c7a20eb3e", "name": "OpenAI Chat Model", "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi", "position": [1580, 340], "parameters": {"model": "gpt-4-turbo-preview", "options": {"temperature": 0, "responseFormat": "json_object"}}, "credentials": {"openAiApi": {"id": "", "name": "[Your openAiApi]"}}, "typeVersion": 1}, {"id": "85df0106-1f78-4412-8751-b84d417c8bf9", "name": "Convert education to HTML", "type": "n8n-nodes-base.code", "position": [2420, 180], "parameters": {"mode": "runOnceForEachItem", "jsCode": "function convertToHTML(list) {\n let html = '';\n\n list.forEach((education, index) => {\n if (index > 0) {\n html += '<br /><br />'; // Add a new line if it's not the first item\n }\n html += `<b>Institution:</b> ${education.institution}<br />\n<b>Start year:</b> ${education.start_year}<br />\n<b>Degree:</b> ${education.degree}`;\n });\n\n return html;\n}\n\n// Assuming payload is already defined\nconst payload = $input.item.json.education;\n\nconst htmlOutput = convertToHTML(payload);\nreturn {\n htmlOutput\n};"}, "typeVersion": 2}, {"id": "da4fc45d-712f-4171-b72a-66b74b4d8e05", "name": "Auto-fixing Output Parser", "type": "@n8n/n8n-nodes-langchain.outputParserAutofixing", "position": [1820, 340], "parameters": {}, "typeVersion": 1}, {"id": "225a7513-6fd4-4672-9b40-b10b00f121a7", "name": "OpenAI Chat Model1", "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi", "position": [1740, 520], "parameters": {"options": {"temperature": 0}}, "credentials": {"openAiApi": {"id": "", "name": "[Your openAiApi]"}}, "typeVersion": 1}, {"id": "0606c99d-a080-4277-b071-1bc0c93bb2e3", "name": "Structured Output Parser", "type": "@n8n/n8n-nodes-langchain.outputParserStructured", "position": [1960, 520], "parameters": {"jsonSchema": "{\n \"type\": \"object\",\n \"properties\": {\n \"personal_info\": {\n \"type\": \"object\",\n \"properties\": {\n \"name\": { \"type\": \"string\" },\n \"address\": { \"type\": \"string\" },\n \"email\": { \"type\": \"string\", \"format\": \"email\" },\n \"github\": { \"type\": \"string\"},\n \"linkedin\": { \"type\": \"string\" }\n }\n },\n \"employment_history\": {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"position\": { \"type\": \"string\" },\n \"company\": { \"type\": \"string\" },\n \"duration\": { \"type\": \"string\" },\n \"responsibilities\": {\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 \"start_year\": { \"type\": \"integer\" },\n \"degree\": { \"type\": \"string\" }\n }\n }\n },\n \"projects\": {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"name\": { \"type\": \"string\" },\n \"year\": { \"type\": \"integer\" },\n \"description\": { \"type\": \"string\" },\n \"technologies\": {\n \"type\": \"array\",\n \"items\": { \"type\": \"string\" }\n }\n }\n }\n },\n \"volunteering\": {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"activity\": { \"type\": \"string\" },\n \"location\": { \"type\": \"string\" },\n \"date\": { \"type\": \"string\" },\n \"description\": { \"type\": \"string\" }\n }\n }\n },\n \"programming_languages\": {\n \"type\": \"object\",\n \"properties\": {\n \"languages\": {\n \"type\": \"array\",\n \"items\": { \"type\": \"string\" }\n },\n \"tools\": {\n \"type\": \"array\",\n \"items\": { \"type\": \"string\" }\n },\n \"methodologies\": {\n \"type\": \"array\",\n \"items\": { \"type\": \"string\" }\n }\n }\n },\n \"foreign_languages\": {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"language\": { \"type\": \"string\" },\n \"level\": { \"type\": \"string\" }\n }\n }\n }\n }\n}\n"}, "typeVersion": 1}, {"id": "027975cd-768a-4048-858d-9060f48ab622", "name": "Convert employment history to HTML", "type": "n8n-nodes-base.code", "position": [2420, -20], "parameters": {"mode": "runOnceForEachItem", "jsCode": "function convertToHTML(list) {\n let html = '';\n\n list.forEach((item, index) => {\n if (index > 0) {\n html += '<br />'; // Add a new line if it's not the first item\n }\n html += `<b>Position:</b> ${item.position}\n<b>Company:</b> ${item.company}\n<br />\n<b>Duration:</b> ${item.duration}\n<br />\n<b>Responsibilities:</b>\n`;\n\n item.responsibilities.forEach((responsibility, i) => {\n html += `- ${responsibility}`;\n if (i < item.responsibilities.length - 1 || index < list.length - 1) {\n html += '<br />'; // Add new line if it's not the last responsibility in the last item\n }\n });\n });\n\n return html;\n}\n\n// Assuming payload is already defined\nconst payload = $input.item.json.employment_history;\n\nconst htmlOutput = convertToHTML(payload);\nreturn {\n htmlOutput\n};"}, "typeVersion": 2}, {"id": "823a241d-1c68-40a9-8f2c-f1bdfaab7603", "name": "Convert projects to HTML", "type": "n8n-nodes-base.code", "position": [2420, 380], "parameters": {"mode": "runOnceForEachItem", "jsCode": "function convertToHTML(list) {\n let html = '';\n\n list.forEach((project, index) => {\n if (index > 0) {\n html += '<br />'; // Add a new line if it's not the first project\n }\n html += `<b>Name:</b> ${project.name}<br />\n<b>Year:</b> ${project.year}<br />\n<b>Description:</b> ${project.description}<br /><br />\n<b>Technologies:</b>\n<br />`;\n\n project.technologies.forEach((technology, i) => {\n html += `- ${technology}`;\n if (i < project.technologies.length - 1 || index < list.length - 1) {\n html += '<br />'; // Add new line if it's not the last technology in the last project\n }\n });\n });\n\n return html;\n}\n\n// Assuming payload is already defined\nconst payload = $input.item.json.projects;\n\nconst htmlOutput = convertToHTML(payload);\nreturn {\n htmlOutput\n};\n"}, "typeVersion": 2}, {"id": "a12eb0e1-1cb9-4b83-a1ec-42dd8214f6bc", "name": "Convert volunteering to HTML", "type": "n8n-nodes-base.code", "position": [2420, 580], "parameters": {"mode": "runOnceForEachItem", "jsCode": "function convertToHTML(list) {\n let html = '';\n\n list.forEach((event, index) => {\n if (index > 0) {\n html += '<br />'; // Add a new line if it's not the first volunteering event\n }\n html += `<b>Activity:</b> ${event.activity}<br />\n<b>Location:</b> ${event.location}<br />\n<b>Date:</b> ${event.date}<br />\n<b>Description:</b> ${event.description}<br />`;\n });\n\n return html;\n}\n\n// Assuming payload is already defined\nconst payload = $input.item.json.volunteering;\n\nconst htmlOutput = convertToHTML(payload);\nreturn {\n htmlOutput\n};\n"}, "typeVersion": 2}, {"id": "70b67b80-d22d-4eea-8c97-3d2cb2b9bbfc", "name": "Telegram trigger", "type": "n8n-nodes-base.telegramTrigger", "position": [360, 340], "webhookId": "d6829a55-a01b-44ac-bad3-2349324c8515", "parameters": {"updates": ["message"], "additionalFields": {}}, "credentials": {"telegramApi": {"id": "", "name": "[Your telegramApi]"}}, "typeVersion": 1.1}, {"id": "21bead1d-0665-44d5-b623-b0403c9abd6c", "name": "Auth", "type": "n8n-nodes-base.if", "position": [600, 340], "parameters": {"options": {}, "conditions": {"options": {"leftValue": "", "caseSensitive": true, "typeValidation": "strict"}, "combinator": "and", "conditions": [{"id": "7ca4b4c3-e23b-4896-a823-efc85c419467", "operator": {"type": "number", "operation": "equals"}, "leftValue": "={{ $json.message.chat.id }}", "rightValue": 0}]}}, "typeVersion": 2}, {"id": "de76d6ec-3b0e-44e0-943d-55547aac2e46", "name": "No operation (unauthorized)", "type": "n8n-nodes-base.noOp", "position": [860, 520], "parameters": {}, "typeVersion": 1}, {"id": "439f5e2c-be7d-486b-a1f1-13b09f77c2c8", "name": "Check if start message", "type": "n8n-nodes-base.if", "position": [860, 220], "parameters": {"options": {}, "conditions": {"options": {"leftValue": "", "caseSensitive": true, "typeValidation": "strict"}, "combinator": "and", "conditions": [{"id": "1031f14f-9793-488d-bb6b-a021f943a399", "operator": {"type": "string", "operation": "notEquals"}, "leftValue": "={{ $json.message.text }}", "rightValue": "/start"}]}}, "typeVersion": 2}, {"id": "af5f5622-c338-40c0-af72-90e124ed7ce1", "name": "No operation (start message)", "type": "n8n-nodes-base.noOp", "position": [1120, 360], "parameters": {}, "typeVersion": 1}, {"id": "2efae11a-376b-44aa-ab91-9b3dea82ede0", "name": "Get file", "type": "n8n-nodes-base.telegram", "position": [1120, 120], "parameters": {"fileId": "={{ $json.message.document.file_id }}", "resource": "file"}, "credentials": {"telegramApi": {"id": "", "name": "[Your telegramApi]"}}, "typeVersion": 1.1}, {"id": "88fd1002-ad2c-445f-92d4-11b571db3788", "name": "Extract text from PDF", "type": "n8n-nodes-base.extractFromFile", "position": [1380, 120], "parameters": {"options": {}, "operation": "pdf"}, "typeVersion": 1}, {"id": "9dfc204b-c567-418a-93a3-9b72cf534a8c", "name": "Set parsed fileds", "type": "n8n-nodes-base.set", "position": [2040, 120], "parameters": {"options": {}}, "typeVersion": 3.2}, {"id": "314c771a-5ff2-484f-823b-0eab88f43ea3", "name": "Personal info", "type": "n8n-nodes-base.set", "position": [2420, -380], "parameters": {"fields": {"values": [{"name": "personal_info", "stringValue": "=<b><u>Personal info</u></b>\n<br /><br />\n<b>Name:</b> {{ $json.personal_info.name }}\n<br />\n<b>Address:</b> {{ $json.personal_info.address }}\n<br />\n<b>Email:</b> {{ $json.personal_info.email }}\n<br />\n<b>GitHub:</b> {{ $json.personal_info.github }}\n<br />"}]}, "include": "none", "options": {}}, "typeVersion": 3.2}, {"id": "be6b32e8-6000-4235-a723-0e22828ead45", "name": "Technologies", "type": "n8n-nodes-base.set", "position": [2420, -200], "parameters": {"fields": {"values": [{"name": "technologies", "stringValue": "=<b><u>Technologies</u></b>\n<br /><br />\n<b>Programming languages:</b> {{ $json.programming_languages.languages.join(', ') }}\n<br />\n<b>Tools:</b> {{ $json.programming_languages.tools.join(', ') }}\n<br />\n<b>Methodologies:</b> {{ $json.programming_languages.methodologies.join(', ') }}\n<br />"}]}, "include": "none", "options": {}}, "typeVersion": 3.2}, {"id": "ab726d61-84b8-4af7-a195-33e1add89153", "name": "Employment history", "type": "n8n-nodes-base.set", "position": [2640, -20], "parameters": {"fields": {"values": [{"name": "employment_history", "stringValue": "=<b><u>Employment history</u></b>\n<br /><br />\n{{ $json[\"htmlOutput\"] }}"}]}, "include": "none", "options": {}}, "typeVersion": 3.2}, {"id": "692f9555-6102-4d3c-b0a1-868e27e3c343", "name": "Education", "type": "n8n-nodes-base.set", "position": [2640, 180], "parameters": {"fields": {"values": [{"name": "education", "stringValue": "=<b><u>Education</u></b>\n<br /><br />\n{{ $json[\"htmlOutput\"] }}"}]}, "include": "none", "options": {}}, "typeVersion": 3.2}, {"id": "258728f2-1f03-4786-8197-feb9f1bc4dfe", "name": "Projects", "type": "n8n-nodes-base.set", "position": [2640, 380], "parameters": {"fields": {"values": [{"name": "projects", "stringValue": "=<b><u>Projects</u></b>\n<br /><br />\n{{ $json[\"htmlOutput\"] }}"}]}, "include": "none", "options": {}}, "typeVersion": 3.2}, {"id": "3c819ce4-235a-4b12-a396-d33dca9f80da", "name": "Volunteering", "type": "n8n-nodes-base.set", "position": [2640, 580], "parameters": {"fields": {"values": [{"name": "volunteering", "stringValue": "=<b><u>Volunteering</u></b>\n<br /><br />\n{{ $json[\"htmlOutput\"] }}"}]}, "include": "none", "options": {}}, "typeVersion": 3.2}, {"id": "41bd7506-7330-4c25-8b43-aa3c836736fc", "name": "Merge education and employment history", "type": "n8n-nodes-base.merge", "position": [2880, 100], "parameters": {"mode": "combine", "options": {}, "combinationMode": "multiplex"}, "typeVersion": 2.1}, {"id": "d788da36-360b-4009-82ad-2f206fad8e53", "name": "Merge projects and volunteering", "type": "n8n-nodes-base.merge", "position": [2880, 500], "parameters": {"mode": "combine", "options": {}, "combinationMode": "multiplex"}, "typeVersion": 2.1}, {"id": "57c20e19-3d84-41c0-a415-1d55cb031da1", "name": "Merge personal info and technologies", "type": "n8n-nodes-base.merge", "position": [3140, -160], "parameters": {"mode": "combine", "options": {}, "combinationMode": "multiplex"}, "typeVersion": 2.1}, {"id": "f12be010-8375-4ff7-ba8e-9c2c870f648b", "name": "Merge all", "type": "n8n-nodes-base.merge", "position": [3400, 200], "parameters": {"mode": "combine", "options": {}, "combinationMode": "multiplex"}, "typeVersion": 2.1}, {"id": "d6428167-2c75-42a5-a905-7590ff1d6a25", "name": "Set final data", "type": "n8n-nodes-base.set", "position": [3620, 200], "parameters": {"fields": {"values": [{"name": "output", "stringValue": "={{ $json.personal_info }}\n<br /><br />\n{{ $json.employment_history }}\n<br /><br />\n{{ $json.education }}\n<br /><br />\n{{ $json.projects }}\n<br /><br />\n{{ $json.volunteering }}\n<br /><br />\n{{ $json.technologies }}"}]}, "include": "none", "options": {}}, "typeVersion": 3.2}, {"id": "9ea13c62-2e09-4b37-b889-66edaef1fcf1", "name": "Convert raw to base64", "type": "n8n-nodes-base.code", "position": [3840, 200], "parameters": {"mode": "runOnceForEachItem", "jsCode": "const encoded = Buffer.from($json.output).toString('base64');\n\nreturn { encoded };"}, "typeVersion": 2}, {"id": "c4474fa1-b1b5-432f-b30e-100201c9ec7c", "name": "Convert to HTML", "type": "n8n-nodes-base.convertToFile", "position": [4060, 200], "parameters": {"options": {"fileName": "index.html", "mimeType": "text/html"}, "operation": "toBinary", "sourceProperty": "encoded"}, "typeVersion": 1.1}, {"id": "3c4d2010-1bdc-4f01-bb1a-bd0128017787", "name": "Generate plain PDF doc", "type": "n8n-nodes-base.httpRequest", "position": [4340, 200], "parameters": {"url": "http://gotenberg:3000/forms/chromium/convert/html", "method": "POST", "options": {"response": {"response": {"responseFormat": "file"}}}, "sendBody": true, "contentType": "multipart-form-data", "bodyParameters": {"parameters": [{"name": "files", "parameterType": "formBinaryData", "inputDataFieldName": "data"}]}}, "typeVersion": 4.1}, {"id": "2b3cd55f-21a3-4c14-905f-82b158aa3fd0", "name": "Send PDF to the user", "type": "n8n-nodes-base.telegram", "position": [4640, 200], "parameters": {"chatId": "={{ $('Telegram trigger').item.json[\"message\"][\"chat\"][\"id\"] }}", "operation": "sendDocument", "binaryData": true, "additionalFields": {"fileName": "={{ $('Set parsed fileds').item.json[\"personal_info\"][\"name\"].toLowerCase().replace(' ', '-') }}.pdf"}}, "credentials": {"telegramApi": {"id": "", "name": "[Your telegramApi]"}}, "typeVersion": 1.1}, {"id": "54fe1d2d-eb9d-4fe1-883f-1826e27ac873", "name": "Sticky Note", "type": "n8n-nodes-base.stickyNote", "position": [540, 180], "parameters": {"width": 226.21234567901217, "height": 312.917333333334, "content": "### Add chat ID\nRemember to set your actual ID to trigger automation from Telegram."}, "typeVersion": 1}, {"id": "b193a904-260b-4d45-8a66-e3cb46fc7ce4", "name": "Sticky Note1", "type": "n8n-nodes-base.stickyNote", "position": [800, 83.43940740740783], "parameters": {"width": 229.64938271604922, "height": 293.54824691358016, "content": "### Ignore start message\nWorkflow ignores initial`/start` message sent to the bot."}, "typeVersion": 1}, {"id": "d5c95d8f-b699-4a8e-9460-a4f5856b5e6f", "name": "Sticky Note2", "type": "n8n-nodes-base.stickyNote", "position": [1066, -20], "parameters": {"width": 211.00246913580224, "height": 302.41975308642, "content": "### Download resume file\nBased on file ID, node performs downloading of the file uploaded by user."}, "typeVersion": 1}, {"id": "2de0751d-8e11-457e-8c38-a6dcca59190c", "name": "Sticky Note4", "type": "n8n-nodes-base.stickyNote", "position": [1320, -20], "parameters": {"width": 217.87654320987633, "height": 302.41975308642, "content": "### Extract text from PDF\nNode extracts readable text form PDF."}, "typeVersion": 1}, {"id": "4b9ccab8-ff6c-408f-93fe-f148034860a0", "name": "Sticky Note5", "type": "n8n-nodes-base.stickyNote", "position": [1580, -20], "parameters": {"width": 410.9479506172837, "height": 302.41975308642, "content": "### Parse resume data\nCreate structured data from text extracted from resume. Chain uses OpenAI `gpt-4-turbo-preview` model and JSON response mode. **Adjust JSON schema in output parser to your needs.**"}, "typeVersion": 1}, {"id": "bfb1d382-90fa-4bff-8c38-04e53bcf5f58", "name": "Parse resume data", "type": "@n8n/n8n-nodes-langchain.chainLlm", "position": [1660, 120], "parameters": {"prompt": "={{ $json.text }}", "messages": {"messageValues": [{"message": "Your task is to extract all necessary data such as first name, last name, experience, known technologies etc. from the provided resume text and return in well-unified JSON format. Do not make things up."}]}}, "typeVersion": 1.3}, {"id": "7e8eb10a-f21c-4a9c-90b1-b71537b78356", "name": "Merge other data", "type": "n8n-nodes-base.merge", "position": [3140, 340], "parameters": {"mode": "combine", "options": {}, "combinationMode": "multiplex"}, "typeVersion": 2.1}, {"id": "7c4398de-7b4d-4095-b38f-eaf099d2991b", "name": "Sticky Note6", "type": "n8n-nodes-base.stickyNote", "position": [2340, -491.4074074074074], "parameters": {"width": 1196.8442469135782, "height": 1260.345679012346, "content": "### Format HTML\nFormat HTML for each resume section (employment history, projects etc.)."}, "typeVersion": 1}, {"id": "9de2f504-6ff0-4b00-8e0d-436c789b4e23", "name": "Sticky Note7", "type": "n8n-nodes-base.stickyNote", "position": [3580, 40], "parameters": {"width": 638.6516543209876, "height": 322.5837037037037, "content": "### Create HTML file\nFrom formatted output create `index.html` file in order to run PDF conversion."}, "typeVersion": 1}, {"id": "11abdff5-377e-490d-9136-15c24ff6a05e", "name": "Sticky Note8", "type": "n8n-nodes-base.stickyNote", "position": [4260, 39.83604938271645], "parameters": {"color": 3, "width": 262.0096790123454, "height": 322.5837037037035, "content": "### Convert file to PDF\nForm `index.html` create PDF using [Gotenberg](https://gotenberg.dev/). If you're not familiar with this software, feel free to check out [my tutorial on YouTube](https://youtu.be/bo15xdjXf1Y?si=hFZMTfjzfSOLOLPK)."}, "typeVersion": 1}, {"id": "73fb81d0-5218-4311-aaec-7fa259d8cbd3", "name": "Sticky Note9", "type": "n8n-nodes-base.stickyNote", "position": [4560, 40], "parameters": {"width": 262.0096790123454, "height": 322.5837037037035, "content": "### Send PDF file to user\nDeliver converted PDF to Telegram user (based on chat ID)."}, "typeVersion": 1}, {"id": "bb5fa375-4cc9-4559-a014-7b618d6c5f32", "name": "Sticky Note10", "type": "n8n-nodes-base.stickyNote", "position": [-280, 128], "parameters": {"width": 432.69769500990674, "height": 364.2150828344463, "content": "## \u26a0\ufe0f Note\n\nThis is *resume extractor* workflow that I had a pleasure to present during [n8n community hangout](https://youtu.be/eZacuxrhCuo?si=KkJQrgQuvLxj-6FM&t=1701\n) on March 7, 2024.\n\n1. Remember to add your credentials and configure nodes.\n2. This node requires installed [Gotenberg](https://gotenberg.dev/) for PDF generation. If you're not familiar with this software, feel free to check out [my tutorial on YouTube](https://youtu.be/bo15xdjXf1Y?si=hFZMTfjzfSOLOLPK). If you don't want to self-host Gotenberg, you use other PDF generation provider (PDFMonkey, ApiTemplate or similar).\n3. If you like this workflow, please subscribe to [my YouTube channel](https://www.youtube.com/@workfloows) and/or [my newsletter](https://workfloows.com/).\n\n**Thank you for your support!**"}, "typeVersion": 1}], "connections": {"Auth": {"main": [[{"node": "Check if start message", "type": "main", "index": 0}], [{"node": "No operation (unauthorized)", "type": "main", "index": 0}]]}, "Get file": {"main": [[{"node": "Extract text from PDF", "type": "main", "index": 0}]]}, "Projects": {"main": [[{"node": "Merge projects and volunteering", "type": "main", "index": 0}]]}, "Education": {"main": [[{"node": "Merge education and employment history", "type": "main", "index": 1}]]}, "Merge all": {"main": [[{"node": "Set final data", "type": "main", "index": 0}]]}, "Technologies": {"main": [[{"node": "Merge personal info and technologies", "type": "main", "index": 1}]]}, "Volunteering": {"main": [[{"node": "Merge projects and volunteering", "type": "main", "index": 1}]]}, "Personal info": {"main": [[{"node": "Merge personal info and technologies", "type": "main", "index": 0}]]}, "Set final data": {"main": [[{"node": "Convert raw to base64", "type": "main", "index": 0}]]}, "Convert to HTML": {"main": [[{"node": "Generate plain PDF doc", "type": "main", "index": 0}]]}, "Merge other data": {"main": [[{"node": "Merge all", "type": "main", "index": 1}]]}, "Telegram trigger": {"main": [[{"node": "Auth", "type": "main", "index": 0}]]}, "OpenAI Chat Model": {"ai_languageModel": [[{"node": "Parse resume data", "type": "ai_languageModel", "index": 0}]]}, "Parse resume data": {"main": [[{"node": "Set parsed fileds", "type": "main", "index": 0}]]}, "Set parsed fileds": {"main": [[{"node": "Convert employment history to HTML", "type": "main", "index": 0}, {"node": "Convert education to HTML", "type": "main", "index": 0}, {"node": "Convert projects to HTML", "type": "main", "index": 0}, {"node": "Personal info", "type": "main", "index": 0}, {"node": "Convert volunteering to HTML", "type": "main", "index": 0}, {"node": "Technologies", "type": "main", "index": 0}]]}, "Employment history": {"main": [[{"node": "Merge education and employment history", "type": "main", "index": 0}]]}, "OpenAI Chat Model1": {"ai_languageModel": [[{"node": "Auto-fixing Output Parser", "type": "ai_languageModel", "index": 0}]]}, "Convert raw to base64": {"main": [[{"node": "Convert to HTML", "type": "main", "index": 0}]]}, "Extract text from PDF": {"main": [[{"node": "Parse resume data", "type": "main", "index": 0}]]}, "Check if start message": {"main": [[{"node": "Get file", "type": "main", "index": 0}], [{"node": "No operation (start message)", "type": "main", "index": 0}]]}, "Generate plain PDF doc": {"main": [[{"node": "Send PDF to the user", "type": "main", "index": 0}]]}, "Convert projects to HTML": {"main": [[{"node": "Projects", "type": "main", "index": 0}]]}, "Structured Output Parser": {"ai_outputParser": [[{"node": "Auto-fixing Output Parser", "type": "ai_outputParser", "index": 0}]]}, "Auto-fixing Output Parser": {"ai_outputParser": [[{"node": "Parse resume data", "type": "ai_outputParser", "index": 0}]]}, "Convert education to HTML": {"main": [[{"node": "Education", "type": "main", "index": 0}]]}, "Convert volunteering to HTML": {"main": [[{"node": "Volunteering", "type": "main", "index": 0}]]}, "Merge projects and volunteering": {"main": [[{"node": "Merge other data", "type": "main", "index": 1}]]}, "Convert employment history to HTML": {"main": [[{"node": "Employment history", "type": "main", "index": 0}]]}, "Merge personal info and technologies": {"main": [[{"node": "Merge all", "type": "main", "index": 0}]]}, "Merge education and employment history": {"main": [[{"node": "Merge other data", "type": "main", "index": 0}]]}}}