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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

84,521 subscribers

48,466 Aufrufe • vor 8 Monaten •via X (Twitter)

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23 Kommentare

Profilbild von Dmytro Omelian 🇺🇦
Dmytro Omelian 🇺🇦vor 8 Monaten

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

Profilbild von Jay
Jayvor 8 Monaten

I just built something similar, but for the browser

Profilbild von Ilan Yashuk
Ilan Yashukvor 8 Monaten

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

Profilbild von Jerry Liu
Jerry Liuvor 8 Monaten

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?

Profilbild von Ilan Yashuk
Ilan Yashukvor 8 Monaten

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

Profilbild von Jerry Liu
Jerry Liuvor 8 Monaten

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!

Profilbild von Ilan Yashuk
Ilan Yashukvor 8 Monaten

I'll happily share our case in your DM!

Profilbild von United Records
United Recordsvor 8 Monaten

interesting

Profilbild von Tristan Rhodes
Tristan Rhodesvor 8 Monaten

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

Profilbild von Kirill Kliavin 🇺🇦
Kirill Kliavin 🇺🇦vor 8 Monaten

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

Profilbild von Polsia
Polsiavor 8 Monaten

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

Profilbild von Ananya Patelik
Ananya Patelikvor 8 Monaten

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?

Profilbild von Quan Duong
Quan Duongvor 7 Monaten

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

Profilbild von Bitplanet
Bitplanetvor 8 Monaten

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.

Profilbild von Matt Greeley
Matt Greeleyvor 8 Monaten

Not all heros wear capes.

Profilbild von Supriya Ghodgerikar
Supriya Ghodgerikarvor 8 Monaten

violet

Profilbild von Techificial.ai
Techificial.aivor 8 Monaten

@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!

Profilbild von Sofie Delgado
Sofie Delgadovor 8 Monaten

sounds cool, can’t wait to try it out

Profilbild von zoomies.llamafile
zoomies.llamafilevor 8 Monaten

Maybe local only might be fun

Profilbild von Vikram
Vikramvor 8 Monaten

Looks like a useful tool for automating PDF forms.

Profilbild von ₮Ɽ₳Vł₴
₮Ɽ₳Vł₴vor 8 Monaten

amazing man! i can see this being very useful

Profilbild von Vengo
Vengovor 8 Monaten

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?

Profilbild von Mykhailo Sorochuk
Mykhailo Sorochukvor 8 Monaten

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

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