Doctly AI – Accurate AI-Powered PDF to Markdown Parser
I’m one of the co-founders of Doctly AI. I wanted to share our story. We didn’t originally set out to build a PDF-to-Markdown parser. It all started when we were building a RAG solution for a company that deals with regulatory agencies. All of their data was in PDFs, and as it is apparently with lawyers, they like to print and scan documents to make it hard on their counterparts. These documents contained complex tables that barely make sense, are rotated, and handwriting is mixed in between. Many pages are number ruled and potentially rotated. We spent a lot of time trying to get clean data…
Doctly AI – Accurate AI-Powered PDF to Markdown Parser launched on October 25, 2024 with 7 votes, #1,457 of 5,185 launches that month and more than 75% of that year's launches.
What it does
In the maker’s words, at launch
I’m one of the co-founders of Doctly AI. I wanted to share our story. We didn’t originally set out to build a PDF-to-Markdown parser. It all started when we were building a RAG solution for a company that deals with regulatory agencies. All of their data was in PDFs, and as it is apparently with lawyers, they like to…
Does a similar job
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Document Parser by Contextual AI2025 · docs.contextual.ai · ▲118Rank a list of documents according to their relevance to a query primarily and your custom instructions secondarily. We evaluated the model on instructions for recency, document type, source, and metadata, and it can generalize to other instructions as well. The reranker supports multilinguality. Th

Built a tool solve the nightmare of chunking tables in PDF vs. MarkdownNov 2025 · github.com · ▲15Hey HN, solo dev here. After years of frustration with how LLMs handle complex documents, especially PDFs with tables, I decided to build a solution myself. My approach uses a Markdown conversion step to preserve the table structure, which seems to work surprisingly well for chunking. This little parser is the first public piece of a much larger, privacy-focused AI platform I'm building. I'm pretty much running on fumes financially, so any feedback, critique, or support is massively appreciated. Happy to answer any questions about the approach!
MarkFlow: AI Format Engine2025 · apps.apple.com · ▲8AI Markdown to IMG/PDF/DOCX, Supports iOS Shortcuts

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