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Ragify

Make your PDFs RAG-ready

I got tired of feeding messy PDFs to my AI, so I built Ragify. Ragify turns PDFs into clean, structured text in seconds. You choose the format: Markdown, JSON, HTML, and more. Headings, tables, and paragraphs are properly detected and organised. It helps if you run selfhosted LLMs, RAG pipelines, or any automation that needs clean data from PDFs. No more manual fixing. No more garbage in, garbage out. Use it from the browser or via API. Works with n8n, Python scripts, or any HTTP tool.

Top comment

Hey everyone, I just launched a small SaaS called Ragify! Here's the usual problem: you have a PDF with headings, tables, paragraphs. You throw it into a chatbot or an AI system, but the text comes out all flat and messy. Manually fixing that takes forever and it's a pain. I wanted something fast, efficient, and that gave me everything well structured from the start. So I built Ragify. Here's what it does: you upload a PDF, pick the output format you need (Markdown, JSON, HTML, plain text), and within seconds you get the document back with headings, paragraphs and tables already detected and properly organised. Ready to be used in a script, an AI pipeline, or any automation. Who is this for? People building chatbots that answer questions on manuals or contracts. People who need to search through hundreds of invoices or reports. People using n8n, Make or Python who need structured data right from the start. You can do everything from your browser without writing a single line of code: just upload, click and download. Or you can use the API: I give you a key and you integrate it directly into any HTTP workflow, whether it's a Python script or an automation platform. It's still fresh and I'm improving it every day. Go check https://ragify.it, you can try it for free. Let me know if this helps with what you're building. Criticism and ideas are very welcome!

About Ragify on Product Hunt

Make your PDFs RAG-ready

Ragify was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #149 on the daily leaderboard. I got tired of feeding messy PDFs to my AI, so I built Ragify. Ragify turns PDFs into clean, structured text in seconds. You choose the format: Markdown, JSON, HTML, and more. Headings, tables, and paragraphs are properly detected and organised. It helps if you run selfhosted LLMs, RAG pipelines, or any automation that needs clean data from PDFs. No more manual fixing. No more garbage in, garbage out. Use it from the browser or via API. Works with n8n, Python scripts, or any HTTP tool.

On the analytics side, Ragify competes within Productivity, API and Developer Tools — topics that collectively have 1.3M followers on Product Hunt. The dashboard above tracks how Ragify performed against the three products that launched closest to it on the same day.

Who hunted Ragify?

Ragify was hunted by Emanuele Greco. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

For a complete overview of Ragify including community comment highlights and product details, visit the product overview.