The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
What if you could just ask your documents a question?
Upload a PDF, spec, or report and query it directly through chat. The AI pulls the answer and shows you exactly which page and section it came from.
No more ctrl+F. No more skimming 47 pages.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Related posts
Hi guys
I’ve been building an AI assistant that works with your own documents.
You upload files, ask a question, and the system searches the documents before giving an answer.
It can also show where the answer came from, which makes it much more useful for manuals, reports, company documents, and internal knowledge bases.
Simple idea, but very practical.
The source citation turns each answer into a traceable reference, which is huge for manuals and internal knowledge bases.
AI Content Automation Pipeline | n8n • ChatGPT • Airtable • Notion
Built an AI-powered content automation system that streamlines content generation, management, and publishing through one connected workflow—reducing repetitive work and improving content production efficiency.
What I Built
AI content generation with ChatGPT / OpenAI API
Automated n8n workflows
Airtable & Google Sheets data automation
Notion draft management and publishing
Custom REST API & webhook integrations
Optimized AI prompt engineering
End-to-end content workflow automation
Tech Stack
n8n • OpenAI API • ChatGPT • Airtable • Notion • Google Sheets • Python • Webhooks • REST APIs
Key Skills
AI Automation • Workflow Automation • Prompt Engineering • API Integration • Content Automation • Database Automation • ChatGPT Integration • n8n Development
SEO Keywords
AI Content Automation • n8n Automation • n8n Developer • ChatGPT Automation • ChatGPT API Integration • OpenAI API Integration • AI Workflow Automation • AI Automation Developer • Content Automation • n8n Workflow Development • OpenAI Automation • Prompt Engineering • API Integration • REST API Integration • Webhook Automation • Airtable Automation • Notion Automation • Google Sheets Automation • Python Automation • Database Automation • Business Process Automation • Marketing Automation • Automated Content Generation • Generative AI • Custom AI Automation • Custom Workflow Development
Result: A scalable AI content pipeline designed to reduce manual work, connect multiple platforms, and make content creation and management faster and easier.
#AIContentAutomation #AIAutomation #n8n #n8nAutomation #ChatGPT #OpenAI #WorkflowAutomation #ContentAutomation #ChatGPTAPI #OpenAIAPI #APIIntegration #PromptEngineering #Airtable #Notion #GoogleSheets #GenerativeAI #BusinessAutomation #AutomationDeveloper #AIDeveloper
The routing logic between Airtable and the OpenAI step is where edge cases tend to hide. Worth adding a logging node right before the AI call that captures: input schema (structure, not the content itself), model params, and a hash of the output.
When a piece of content gets...
How an AI enquiry workflow works 👇
1️⃣ Customer sends a question
2️⃣ AI reads it and sorts it by topic
3️⃣ Routine question? It drafts a reply from approved info
4️⃣ Sensitive question? It hands it straight to a person
The AI never guesses, and your team stays in control.
