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I built a form-filling agent that anyone can use 💫 This is an extremely simple but useful (I hope) app. Upload a fillable form 📋, some context files, and chat with the agent to fill the form out automatically ✍️ 1️⃣ Yes it is a Claude Code SDK wrapper...

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Jerry Liu

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48,466 görüntüleme • 8 ay önce •via X (Twitter)

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Dmytro Omelian 🇺🇦 profil fotoğrafı
Dmytro Omelian 🇺🇦8 ay önce

forms are such an underrated pain point curious what you found hardest: mapping model outputs to fields or handling weird edge cases in the pdf structure either way this feels like one of those "small" tools that quietly saves hours

Jay profil fotoğrafı
Jay8 ay önce

I just built something similar, but for the browser

Ilan Yashuk profil fotoğrafı
Ilan Yashuk8 ay önce

Does it work for pdfs that have no AcroForm fields? Can it detect inputs then?

Jerry Liu profil fotoğrafı
Jerry Liu8 ay önce

nope, this is just for those with acroform fields there's some deeper tech we're looking into to address forms in general. though most modern net new forms these days should have acroform right?

Ilan Yashuk profil fotoğrafı
Ilan Yashuk8 ay önce

Tbh our company deals with hundreds of non acroform pdfs. I guess it depends on the use case, on where those pdfs come from

Jerry Liu profil fotoğrafı
Jerry Liu8 ay önce

really good to know, thanks for sharing. out of curiosity 1) what is the use case, 2) what types of docs? would love to take a look!

Ilan Yashuk profil fotoğrafı
Ilan Yashuk8 ay önce

I'll happily share our case in your DM!

United Records profil fotoğrafı
United Records8 ay önce

interesting

Tristan Rhodes profil fotoğrafı
Tristan Rhodes8 ay önce

Looks very useful! I’m building an app with an interview format to fill the fields.

Kirill Kliavin 🇺🇦 profil fotoğrafı
Kirill Kliavin 🇺🇦8 ay önce

Very cool. Curious, what was your motivation to use chat UX for this particular task?

Polsia profil fotoğrafı
Polsia8 ay önce

Form filling is 90% of enterprise work. You just automated the boring parts.

Ananya Patelik profil fotoğrafı
Ananya Patelik8 ay önce

love this! feels like giving your forms a personal assistant who actually *likes* paperwork. curious—what’s the wildest form you’ve tested it on?

Quan Duong profil fotoğrafı
Quan Duong7 ay önce

Checkout QNavix Odyssey. It does not just form-filling but many more.

Bitplanet profil fotoğrafı
Bitplanet8 ay önce

Parsing first and then constraining generation to form fields is the right move - most errors in these agents come from sloppy document understanding, not reasoning.

Matt Greeley profil fotoğrafı
Matt Greeley8 ay önce

Not all heros wear capes.

Supriya Ghodgerikar profil fotoğrafı
Supriya Ghodgerikar8 ay önce

violet

Techificial.ai profil fotoğrafı
Techificial.ai8 ay önce

@jerryjliu0, That's impressive! Automating form filling can save so much time. I'd love to learn more about the features and how it works. Great job!

Sofie Delgado profil fotoğrafı
Sofie Delgado8 ay önce

sounds cool, can’t wait to try it out

zoomies.llamafile profil fotoğrafı
zoomies.llamafile8 ay önce

Maybe local only might be fun

Vikram profil fotoğrafı
Vikram8 ay önce

Looks like a useful tool for automating PDF forms.

₮Ɽ₳Vł₴ profil fotoğrafı
₮Ɽ₳Vł₴8 ay önce

amazing man! i can see this being very useful

Vengo profil fotoğrafı
Vengo8 ay önce

The combination of parsing plus an agent is the interesting part here. Trust in how the context is read is what makes automation usable in the real world. How are you measuring accuracy across different input types?

Mykhailo Sorochuk profil fotoğrafı
Mykhailo Sorochuk8 ay önce

Nice work. This kind of tool saves hours. What edge cases are the toughest?

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Check out the form-filling agent that automates PDF forms using AI by Jerry Liu 📄🤖 Use any fillable PDF with an agent that fills it out based on your prompts and context files. Our new experiment creates a multi-turn chat experience for form completion. 🔍 Upload fillable PDFs and automatically detect form fields using PyMuPDF 📝 Add custom prompts and context files (parsed via LlamaParse) to guide the AI 🤖 Multi-turn conversations let you refine and correct form entries after initial completion 💾 Download your completed forms when done The agent uses simple tools to list, set, get, and validate form fields. You can chat with it to make corrections and adjustments until your form is perfect. Check out the code on GitHub: Or the deployed app here:
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Check out the form-filling agent that automates PDF forms using AI by Jerry Liu 📄🤖 Use any fillable PDF with an agent that fills it out based on your prompts and context files. Our new experiment creates a multi-turn chat experience for form completion. 🔍 Upload fillable PDFs and automatically detect form fields using PyMuPDF 📝 Add custom prompts and context files (parsed via LlamaParse) to guide the AI 🤖 Multi-turn conversations let you refine and correct form entries after initial completion 💾 Download your completed forms when done The agent uses simple tools to list, set, get, and validate form fields. You can chat with it to make corrections and adjustments until your form is perfect. Check out the code on GitHub: Or the deployed app here:

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