You can build a RAG system architecture prototype in an afternoon, but a resilient system with long-term maintainability requires careful decisions.
Our new guide breaks down RAG system architecture components, the trade-offs of production ready RAG, and the challenges and best practices that come with it. 👇
https://t.co/TB4cTylJlE
Raw PDFs through a vision model: ~$14.40 per 1,000 pages.
Through PDF4LLM: ~$0.06.
Don't pay vision-token rates for content that was machine-readable all along! PDF4LLM handles the work that has to happen before your model comes in. Learn more: https://t.co/IRoysihGPL
It's #FrAIday. Show us your AI workflow! 👀
Some of the best workflows we've seen came from this community. And most of them never get shared. So we're opening up the comments.
What are you automating? What problems are you solving? What experiments actually worked?
Drop yours below ➡️ Tell us what it does and why you built it ➡️ Polished, half finished, doesn't matter.
Top three get n8n merch. 🧢
We just launched the https://t.co/mtt9DZ1E5e Affiliate Program! Refer customers, earn 30% commission. Built for developers, no-code builders, and consultants in the document automation space. Learn more and sign up here: https://t.co/gNv51W3f5h
Learn how to add an image to an existing PDF with a single API call.
What you'll learn:
→ Position images with X/Y coordinates
→ Control width, height & aspect ratio
→ Target specific pages or all pages
→ Node.js example included
https://t.co/Ocu1LQCZh0
The hardest part wasn't the AI. It was Google Sheets silently converting "001" to "1" and breaking duplicate detection 😅
Edge cases will humble you every time.
Stack: https://t.co/uekW8hRksa + https://t.co/pOJRfK0uuu + OpenAI + Google Sheets
Our Ambassador Friedemann recreated OpenClaw in n8n and shared it with the community as n8n-claw. A self hosted AI agent framework built with n8n, Supabase, and AI workflows. Run it on your own infrastructure and keep full control. Forum thread 👇
https://t.co/4aCAR0LqmT
How to extract an image from a PDF in 3 steps:
1️⃣ Upload your PDF to PDF Inspector to get crop coordinates
2️⃣ Paste the coordinates into https://t.co/mtt9DZ2bUM's API Tester
3️⃣ Hit Run → download your image
Full tutorial: https://t.co/rWTfXHW0Cd
What if extracting data from a PDF was as easy as dragging a box around it? That's exactly how https://t.co/mtt9DZ1E5e Document Parser works. Template it once, automate it forever. Learn how: https://t.co/aLPT2KCzmo
Want to try our API before writing any code? The https://t.co/mtt9DZ2bUM API Tester lets you run requests, tweak parameters, and preview responses instantly. Learn more and try it out: https://t.co/lmahGVaYTq
Reduce PDF size significantly while maintaining quality with this automated PDF compression workflow. Learn how to use Google Drive, PDFco, and @zapier to automatically compress PDFs: https://t.co/SSyRdcnu8l
Anthropic has released a free 2-hour course on learning Claude Code
You’ll learn context control, custom workflows, MCP servers, and GitHub automation, automate PR reviews and so much more 👇
Turn PDFs into automated workflows, not manual chores. 📄⚙️
Connect @pdfdotco to your EHR, CRM, and practice tools with Keragon - securely extract, convert, and route PDF data in a HIPAA‑compliant, no‑code way.
Think referral PDFs auto‑parsed, records updated and follow‑ups launched for your care team in seconds, not hours. ⏱️
🔗 Explore the integration: https://t.co/kx0c77lEUJ
#HealthcareAutomation #HealthTech #HIPAA #PDF #EHR #DigitalHealth #MedicalBilling #RevOps #NoCode #ClinicalOps
GPT-5.2 just landed in Zapier!
Use 𝗜𝗻𝘀𝘁𝗮𝗻𝘁, 𝗧𝗵𝗶𝗻𝗸𝗶𝗻𝗴, or 𝗣𝗿𝗼 inside any step to level up your automation.
Faster answers, smarter decisions, less cleanup (no rebuild required)
Data chunking may seem like a technical detail, but it's actually one of the most impactful decisions you'll make when building LLM applications. To reduce costs and increase efficiency, don’t send the whole document, just send the chunks!
Read more here: https://t.co/2cYNbDDO0e