Hello fellow N8N users
I’m running into an error with a transfer of data between my AI agent and “execute an another workflow” All I need it is for the data to transfer over and have the next workflow start seamlessly. I’ve attached the workflow code in JSON for further review. This is a workflow for a LinkedIn lead scraper.
Thanks in advance!
{“nodes”: [{“parameters”: {“updates”: [“message”],“additionalFields”: {}},“type”: “n8n-nodes-base.telegramTrigger”,“typeVersion”: 1.2,“position”: [336,-96],“id”: “72cc8729-a7ef-4398-a932-464e13f2bd08”,“name”: “Telegram Trigger”,“webhookId”: “b4d57b1f-3ff3-4086-af2b-5a7b59490da7”,“credentials”: {“telegramApi”: {“id”: “IfRPyuE1hZw8sW7s”,“name”: “Telegram account”}}},{“parameters”: {“rules”: {“values”: [{“conditions”: {“options”: {“caseSensitive”: true,“leftValue”: “”,“typeValidation”: “strict”,“version”: 2},“conditions”: [{“leftValue”: “={{ $json.message.voice.file_id }}”,“rightValue”: “”,“operator”: {“type”: “string”,“operation”: “exists”,“singleValue”: true},“id”: “2990da8e-3ae6-4d60-a691-6cf132acac8e”}],“combinator”: “and”},“renameOutput”: true,“outputKey”: “Voice”},{“conditions”: {“options”: {“caseSensitive”: true,“leftValue”: “”,“typeValidation”: “strict”,“version”: 2},“conditions”: [{“id”: “0ad2cb04-84fd-4aa0-ac43-bca235e087f7”,“leftValue”: “={{ $json.message.text }}”,“rightValue”: “”,“operator”: {“type”: “string”,“operation”: “exists”,“singleValue”: true}}],“combinator”: “and”},“renameOutput”: true,“outputKey”: “Text”}]},“options”: {}},“type”: “n8n-nodes-base.switch”,“typeVersion”: 3.3,“position”: [528,-96],“id”: “ad6c9d58-ed4e-4b56-914b-645aa75339cc”,“name”: “Switch”},{“parameters”: {“resource”: “file”,“fileId”: “={{ $json.message.voice.file_id }}”,“additionalFields”: {}},“type”: “n8n-nodes-base.telegram”,“typeVersion”: 1.2,“position”: [736,-192],“id”: “14d62a27-8825-42e5-86b5-6fae34e70fef”,“name”: “Get a file”,“webhookId”: “683f1e4a-8d24-428b-870d-7c1f82c3cc0a”,“credentials”: {“telegramApi”: {“id”: “IfRPyuE1hZw8sW7s”,“name”: “Telegram account”}}},{“parameters”: {“resource”: “audio”,“operation”: “transcribe”,“options”: {}},“type”: “/n8n-nodes-langchain.openAi”,“typeVersion”: 2,“position”: [944,-192],“id”: “05147c5e-ea8a-4aea-872e-a53c800440ee”,“name”: “Transcribe a recording”,“credentials”: {“openAiApi”: {“id”: “rVpQFSqzdL4d0nfB”,“name”: “OpenAi account”}}},{“parameters”: {“assignments”: {“assignments”: [{“id”: “94fdd0ef-a5b5-4e22-ac43-385305407fe6”,“name”: “text”,“value”: “={{ $json.message.text }}”,“type”: “string”}]},“options”: {}},“type”: “n8n-nodes-base.set”,“typeVersion”: 3.4,“position”: [800,0],“id”: “66a36e21-4906-4b90-a9de-8fe353b333c7”,“name”: “Edit Fields”},{“parameters”: {“promptType”: “define”,“text”: “={{ $json.text }}”,“options”: {“systemMessage”: “# Overview\nYou are a lead generation agent, responsible for scraping and researching leads.\n\n# Tools\nleadScraping:\nUse this tool to scrape leads into a Google Sheet. Call this tool and transfer data even if you don’t have enough information to complete the desired JSON search query.\n\nLeadResearch：\nUse this tool to research a lead by their Linkedin URL.\n\nRules\n- Ask clarifying questions if you’re unsure about something.\n- Ask questions to gather enough information to satisfy the query for each of the tools.\n- You should introduce yourself as "Dorado Labs AI" and ask the user what leads they want to scrape today.\n- Always replace spaces with “+” in your search queries. For example, instead of "los angeles united states", your query should be "los+angeles+united+states".\n- You always need a LinkedIn URL to research a lead.\n- You can only research one person at a time.\n- Make sure you always call the tools "lead scraper" with correct JSON formatting, but don’t wrap the query in ‘’’’JSON’’’’.\n\nExample \n- Input: “Hi”\n- Output; "Hi, I’m Dorado Labs AI, which leads can I help you scrape today? Just tell me the locations, business and job titles and let me handle the rest!”\n• Input: "Let’s do \n Locations: \n - Chicago\nUnited States \n - Sydney Australia \n\n Business: \n - Financial Planners \n]\n- Output: “Awesome. I think you forgot the job titles. Which job titles should I search for?”\n- Input: “Only CEO’s please”\n- Call lead scraper tool with query: \n[\n {\n "location": [\n "chicago+united+states",\n "sydney+australia"\n ],\n "business": [\n "financial+planners",\n "mortgage+brokers",\n "real+estate+agents"\n ],\n "job_Titles": [\n "ceo",\n "founder",\n "owner",\n "principal"\n ],\n \n "filters": {\n "Company_Size": "10-200", \n "Industry_Keywords": [\n "residential+real+estate",\n "investment+properties",\n "home+loans",\n "wealth+management"\n ],\n "activity_Level": "active"\n }\n }\n]”}},“type”: “/n8n-nodes-langchain.agent”,“typeVersion”: 3,“position”: [1184,-80],“id”: “4e1b15ee-3e18-4a08-8c06-49315d8ab263”,“name”: “AI Agent”},{“parameters”: {“sessionIdType”: “customKey”,“sessionKey”: “={{ $(‘Telegram Trigger’).item.json.message.chat.id }}”,“contextWindowLength”: 10},“type”: “/n8n-nodes-langchain.memoryBufferWindow”,“typeVersion”: 1.3,“position”: [1136,208],“id”: “352a86be-b7a8-4151-b457-5ebe2fcdd46c”,“name”: “Simple Memory”},{“parameters”: {“chatId”: “={{ $(‘Telegram Trigger’).item.json.message.chat.id }}”,“text”: “={{$json.output}}”,“additionalFields”: {“appendAttribution”: false}},“type”: “n8n-nodes-base.telegram”,“typeVersion”: 1.2,“position”: [1536,-80],“id”: “97c4a1c7-af90-4f0c-84ac-0ab1bca7b8ae”,“name”: “Send a text message”,“webhookId”: “851bffd6-cdb7-4214-9ee1-37e5d4a3e093”,“credentials”: {“telegramApi”: {“id”: “IfRPyuE1hZw8sW7s”,“name”: “Telegram account”}}},{“parameters”: {“model”: {“__rl”: true,“value”: “gpt-4.1-mini”,“mode”: “list”,“cachedResultName”: “gpt-4.1-mini”},“builtInTools”: {},“options”: {}},“type”: “/n8n-nodes-langchain.lmChatOpenAi”,“typeVersion”: 1.3,“position”: [1008,96],“id”: “e85e65fa-5766-4bba-b317-abf9ea24be56”,“name”: “OpenAI Chat Model”,“credentials”: {“openAiApi”: {“id”: “rVpQFSqzdL4d0nfB”,“name”: “OpenAi account”}}},{“parameters”: {“description”: “=Call this tool to scrape leads once you have enough details about the search query.\n\nYour input must be in JSON Like this:\n\n[\n {\n “location”: [\n “location1+here”,\n “location2+here”,\n ],\n •••\n “business”: [\n “business1+here”,\n “business2+here”,\n ],\n •••\n “job_title”: [\n “title1+here”,\n “title2+here”,\n ]\n }\n]”,“workflowId”: {“__rl”: true,“value”: “Vwp4R8NOYojieBLv”,“mode”: “list”,“cachedResultUrl”: “/workflow/Vwp4R8NOYojieBLv”,“cachedResultName”: “Lead Scraper”},“workflowInputs”: {“mappingMode”: “defineBelow”,“value”: {“Job titles”: “={{ /n8n-auto-generated-fromAI-override/ $fromAI(‘Job_titles’, , 'string') }}", "Locations": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Locations', , ‘string’) }}”},“matchingColumns”: ,“schema”: [{“id”: “Job titles”,“displayName”: “Job titles”,“required”: false,“defaultMatch”: false,“display”: true,“canBeUsedToMatch”: true,“type”: “string”,“removed”: false},{“id”: “Locations”,“displayName”: “Locations”,“required”: false,“defaultMatch”: false,“display”: true,“canBeUsedToMatch”: true,“type”: “string”,“removed”: false}],“attemptToConvertTypes”: false,“convertFieldsToString”: false}},“type”: “/n8n-nodes-langchain.toolWorkflow”,“typeVersion”: 2.2,“position”: [1280,208],“id”: “20bae4b0-864e-49ad-90d8-7b53bccd7eda”,“name”: “Lead Scraper”},{“parameters”: {“description”: “{\n“LinkedinURL”: “[URL-HERE]”\n}”,“workflowId”: {“__rl”: true,“value”: “3vY5hdZw5Agb8YmF”,“mode”: “list”,“cachedResultUrl”: “/workflow/3vY5hdZw5Agb8YmF”,“cachedResultName”: “Lead Research”},“workflowInputs”: {“mappingMode”: “defineBelow”,“value”: {},“matchingColumns”: ,“schema”: ,“attemptToConvertTypes”: false,“convertFieldsToString”: false}},“type”: “/n8n-nodes-langchain.toolWorkflow”,“typeVersion”: 2.2,“position”: [1424,208],“id”: “9cde3bf6-ec36-4cfb-9d91-877d9d4868ba”,“name”: “Lead Research”},{“parameters”: {“workflowInputs”: {“values”: [{“name”: “Job Titles”},{“name”: “Location”}]}},“type”: “n8n-nodes-base.executeWorkflowTrigger”,“typeVersion”: 1.1,“position”: [320,384],“id”: “633e5ed5-a65e-4aa3-84e3-4fcefcf3d889”,“name”: “When Executed by Another Workflow”}],“connections”: {“Telegram Trigger”: {“main”: [[{“node”: “Switch”,“type”: “main”,“index”: 0}]]},“Switch”: {“main”: [[{“node”: “Get a file”,“type”: “main”,“index”: 0}],[{“node”: “Edit Fields”,“type”: “main”,“index”: 0}]]},“Get a file”: {“main”: [[{“node”: “Transcribe a recording”,“type”: “main”,“index”: 0}]]},“Transcribe a recording”: {“main”: [[{“node”: “AI Agent”,“type”: “main”,“index”: 0}]]},“Edit Fields”: {“main”: [[{“node”: “AI Agent”,“type”: “main”,“index”: 0}]]},“AI Agent”: {“main”: [[{“node”: “Send a text message”,“type”: “main”,“index”: 0}]]},“Simple Memory”: {“ai_memory”: [[{“node”: “AI Agent”,“type”: “ai_memory”,“index”: 0}]]},“OpenAI Chat Model”: {“ai_languageModel”: [[{“node”: “AI Agent”,“type”: “ai_languageModel”,“index”: 0}]]},“Lead Scraper”: {“ai_tool”: [[{“node”: “AI Agent”,“type”: “ai_tool”,“index”: 0}]]},“Lead Research”: {“ai_tool”: [[{“node”: “AI Agent”,“type”: “ai_tool”,“index”: 0}]]}},“pinData”: {},“meta”: {“templateCredsSetupCompleted”: true,“instanceId”: “589c1dea4c1d3a8cc66a0df96bc08f24acff19e298393a525ab49b9faea2c5b7”}}