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Show HN: I built a Document Q&A API that returns coordinates for every answer

https://ninjadoc.ai
1•dbvitapps•2h ago
Hey HN,

I've spent the last several months working on a new approach to document data extraction and I'm excited to share it today.

It’s called Ninjadoc AI, a platform where you can extract structured data from documents by asking questions.

The workflow is simple:

Build a schema visually: You upload a document and ask questions like, "What's the total amount?" or "Who is the customer?" to define the fields you want to extract. Use the API: You get a processor_id for that schema. Then you can POST any similar document (e.g., another invoice) along with the processor_id to our REST API. The key feature is that the API returns a clean JSON with the extracted values, and for every value, it includes the exact bounding box coordinates from the original document. This gives you verifiable proof of where the data came from.

This is designed to replace brittle template-based OCR that breaks with layout changes, and generic LLMs that don't provide verifiable coordinates.

It's built for developers who need to automate extraction from things like invoices, contracts, IDs, etc.

The site is live now at https://ninjadoc.ai. There are 1,250 free credits to start, which is enough to process a good number of documents.

I'm here to answer any questions and would love to hear your feedback!

You can also find it on producthunt: https://www.producthunt.com/products/ninjadoc-ai?launch=ninj...

Show HN: Rebuilding GPT2 inference in ~500 lines of (commented) code

https://khamidou.com/gpt2/
1•vorador•37s ago•0 comments

Trump calls for FCC to revoke ABC and NBC licenses

https://www.npr.org/2025/08/25/nx-s1-5515480/fcc-abc-nbc-reviews
2•voxadam•1m ago•0 comments

Meta is sinking $10B into rural Louisiana to build its wildest AI aspirations

https://fortune.com/2025/08/24/meta-data-center-rural-louisiana-framework-ai-power-boom/
1•voxadam•2m ago•0 comments

Gemini 2.5 Flash Image, our image model

https://developers.googleblog.com/en/introducing-gemini-25-flash-image/
2•meetpateltech•3m ago•0 comments

DSLRoot, Proxies, and the Threat of 'Legal Botnets'

https://krebsonsecurity.com/2025/08/dslroot-proxies-and-the-threat-of-legal-botnets/
1•todsacerdoti•4m ago•0 comments

Show HN: Render 3DGS with <model> element at spatial web browser

https://m-creativelab.github.io/jsar-runtime/blogs/render-3dgs-models-with-model-element.html
1•yorkie•4m ago•0 comments

Is AI impacting the job market?

https://twitter.com/econ_b/status/1960242091159667116
2•isolli•5m ago•0 comments

One Universal Antiviral to Rule Them All?

https://www.cuimc.columbia.edu/news/one-universal-antiviral-rule-them-all
1•breve•5m ago•0 comments

Android Feed Reader App

https://github.com/spacecowboy/Feeder
1•keks24•7m ago•0 comments

Cost aware pass rate: how to factor cost into agentic tool design

https://www.speakeasy.com/blog/cost-aware-pass-rate
1•sixhobbits•7m ago•0 comments

The coming war on general-purpose computing (2012)

https://boingboing.net/2012/01/10/lockdown.html
2•boramalper•8m ago•0 comments

Show HN: Smart email filters to unfuck your email

https://unfuck.email
1•kilroy123•11m ago•0 comments

Gemini 2.5 Flash Image

https://deepmind.google/models/gemini/image/
3•meetpateltech•11m ago•0 comments

Image editing in Gemini just got a major upgrade

https://blog.google/products/gemini/updated-image-editing-model/
3•meetpateltech•11m ago•0 comments

Open-sourcing an ERP in React and .NET (starting with supply chain)

1•adnan1507•13m ago•0 comments

Reality is evil: philosophers must reckon with the meaning of thermodynamics

https://aeon.co/essays/philosophers-must-reckon-with-the-meaning-of-thermodynamics
1•miobrien•14m ago•1 comments

Trump Media, Crypto.com to Build $6.4B CRO Treasury Firm, CRO Jumps 25%

https://www.coindesk.com/business/2025/08/26/trump-media-crypto-com-to-build-usd6-4b-cro-treasury...
3•josefresco•15m ago•0 comments

How Retrainable Are AI-Exposed Workers?

https://www.nber.org/papers/w34174
3•speckx•15m ago•2 comments

Show HN: Diff Checker Website – Diffchecker.dev

https://diffchecker.dev
2•subhash_k•15m ago•0 comments

Asteroid Bennu contains dust older than the solar system

https://www.livescience.com/space/asteroids/potentially-hazardous-asteroid-bennu-contains-dust-ol...
2•geox•16m ago•0 comments

Detecting reads from uninitialised heap memory in C++ programs at runtime

https://forwardscattering.org/post/71
2•Ono-Sendai•17m ago•0 comments

Google Could Get Broken Up This Week. Here's What It Would Mean

https://www.nytimes.com/2025/08/26/opinion/google-antitrust-remedy-ai.html
4•docdeek•18m ago•1 comments

Can China build its own ASML?

https://asia.nikkei.com/business/technology/tech-asia/the-final-chip-challenge-can-china-build-it...
2•libpcap•19m ago•0 comments

Because Every Word Tells a Story

https://github.com/kukshaus/transcribe
2•kukshaus•19m ago•1 comments

Deeper Than Deep: David Reich's genetics lab unveils our prehistoric past (2017)

https://www.laphamsquarterly.org/roundtable/deeper-deep
4•themgt•20m ago•0 comments

Finding the low-hanging fruit in tech companies

https://www.seangoedecke.com/low-hanging-fruit/
2•eikowagenknecht•23m ago•0 comments

Show HN: Next-Gen Image/Video AI Studio (Flux, Veo 3, and Custom Models)

https://lungoai.com
2•denizhadzh•23m ago•0 comments

Clay Shirky: The Only Real Solution to the A.I. Cheating Crisis

https://www.nytimes.com/2025/08/26/opinion/culture/ai-chatgpt-college-cheating-medieval.html
3•mitchbob•24m ago•1 comments

Trump says China has to give US magnets or face 200% tariff

https://www.reuters.com/world/china/trump-says-china-has-give-us-magnets-or-face-200-tariff-2025-...
6•perihelions•25m ago•2 comments

Repeated heatwaves can age you as much as smoking or drinking

https://www.nature.com/articles/d41586-025-02729-x
3•rntn•27m ago•1 comments