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Data and Ai Automations

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23 contributions to Data and Ai Automations
When Should We Use Binary Data vs JSON Data?
I'm currently learning how Binary Data and JSON Data work in n8n. My current understanding is: 👉 Files such as Excel, PDF, images, etc. can be handled as binary data when uploaded. 👉 We can use nodes such as Extract from File to extract information and work with it as JSON data. My question for experienced n8n users: In real-world automation projects, what are some common scenarios where we need to keep data in binary format instead of converting it to JSON? Would love to hear some practical examples from the community. 🙌
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Today’s n8n Learning: Handling File Uploads and Binary Data
Today, I explored how file uploads and binary data work in n8n by building a simple hands-on workflow. 🔄 Workflow I Practiced Form Submission → File Upload → Extract Data → Convert File → Edit Required Fields 💡 What I Learned ✅ Form Trigger – Created an n8n form where users can upload a file. ✅ Binary Data – Understood that when a file is uploaded through the form, n8n handles the uploaded file as binary data so it can be processed by other nodes. ✅ Extract from File – Learned how to extract structured data from an uploaded Excel/XLS file. ✅ Convert to File – Explored how data can be converted into a file format for further processing or storage. ✅ Edit Fields – Learned how to select and map only the required fields, such as Product ID and Category. 🎯 My Key Takeaway The biggest learning for me today was understanding the difference between file/binary data and JSON data in n8n, and how we can move between them while building an automation workflow. This is a small workflow, but it helped me understand an important concept that can be used in real-world automations—for example, uploading an inventory file, extracting product information, transforming the required fields, and then processing that data automatically. One step at a time, building my n8n automation skills! 🚀 #n8n #Automation #WorkflowAutomation #NoCode #LowCode #LearningInPublic #AIAndAutomation
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💡 Quick n8n Tip: Preserve Email Formatting in Gmail
If your AI-generated email appears as one long paragraph in the Gmail node, replace line breaks with HTML <br> tags before sending. {{ $json.output.replace(/\n/g, '<br>') }} This preserves the formatting and makes your emails much easier to read. What are some simple n8n tips or tricks that have saved you time? I'd love to learn from the community! 🚀
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What’s the Most Useful n8n Workflow You’ve Built?
Curious what people here are actually building with n8n. Not demos — real workflows that you use regularly. Could be things like: Lead automation AI agents API integrations Internal tools What’s one workflow that saved you the most time?
0 likes • 23h
One of the most useful workflows I've built is an AI-powered birthday email automation in n8n. It checks today's birthdays, generates personalized birthday wishes using GPT, and sends them automatically through Gmail. It's a simple workflow, but it saves time and taught me a lot about AI Agents, Merge nodes, prompt engineering, and workflow design.
What's the first AI automation you ever built? 🤖
Mine was an AI-powered birthday email workflow in n8n that automatically: - Finds today's birthdays - Generates personalized birthday wishes - Sends emails via Gmail It taught me a lot about AI agents, prompts, and workflow automation. What was your first automation?
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Chiranjeevi K
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@chiranjeevi-k-6115
I work as a software engineering lead

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Joined Jul 8, 2026
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