I Created An AI App In 3 Days

I began enjoying round with Chat GPT a couple of weeks in the past. I used to be blown away. Instantly, I needed to construct one thing utilizing this device. I spotted this was a once-in-a-lifetime golden alternative to get into one thing on the actual proper second.

I toiled for a couple of weeks on what to create.

I wished it to be one thing that everybody on the planet may use. My previous initiatives (not in AI) had been area of interest use instances in small native areas, and I wished to construct one thing extra important than that. The largest factor I discovered from all my entrepreneur endeavors is to, going ahead, construct one thing with an enormous potential market. Too typically I constructed one thing cool that solely comparatively few individuals would ever want to make use of.

So I googled world trending matters on Google developments. Instantly, and fairly fortunately, I discovered the key phrase “cowl letter” to be extraordinarily fashionable at that second. And it was an “aha” second as a result of I, too, had a ache level in cowl letters.

Both I hated doing cowl letters and labored via them for jobs I actually wished or just skipped making use of to the roles that required cowl letters that I wasn’t that focused on anyway.

And so, I made a decision to create an AI cowl letter generator.

To make it totally different from any cowl letter generator on the market (which existed earlier than AI), I spotted I wanted a key function nobody else had. After which it dawned it me that almost all cowl letter turbines merely ask for your expertise. What if my cowl letter generator requested in your expertise and the abilities required within the job description?

Within the consequence, I got down to create a canopy letter generator that requested you to stick your resume and job description into separate varieties and blend them up right into a cool cowl letter. It might take the textual content of each your cowl letter and the job description and write you a novel cowl letter primarily based on the abilities and expertise required within the job description relative to the abilities and expertise listed in your resume. Magic!

I’m a novice coder, however I used to be skilled (as a lot as potential at this cut-off date) at making neat prompts on ChatGPT so I knew I may do it.

So I fiddled with the Open AI playground, experimenting with my prompts over two days till I discovered what I believed was the very best outcomes for a canopy letter created from my resume and a job description for a job I truly wished that I discovered on-line. I’d say I attempted about 1000 totally different prompts, with many distinctive mixtures of max tokens, temperature and penalties.

Subsequent, to create my software, I wanted to learn to code an internet site that did every part the Open AI playground did for me however in a way more user-friendly method. Most significantly, I wanted to have separate kind containers for the resume and job description, not like the Open AI playground, which solely has one kind field.

And so, I watched a couple of YouTube movies on creating “advert copy” AI turbines (which is analogous in a technique to cowl letter turbines) and discovered in a single day to make my app on All I needed to do as the ultimate step was join the Open AI API to my output kind on my new web site.

It took three days of labor from begin to end to create my app. It’s referred to as Tally.Work (link). Test it out!


I Created An AI App In 3 Days


Ultimately, it turned out fairly properly. Some individuals even appeared to suppose it was cool on HackerNews. Proper now I get 1000’s of customers on simply the primary day and I’ve truly spent about $100 on Open AI tokens (which is an issue for one more day).

I notice that the duvet letters generated on my app do appear to be an AI wrote them. However that’s okay. AI (at the least my prompts) will not be there but. However someday, within the not too distant future it will likely be. Till then, my device might be a spot to begin a primary draft of a canopy letter. Customers may use my device to get began after which edit and add to the duvet letter to make it sound extra human.

It additionally dawned on me that AI goes to all however take away from existence make-work and busybody duties like this. That is good, proper? Proper?

I do hope that this mission winds down as a result of, as I discussed, I’m not too fond of canopy letters, and if this mission (or others prefer it) succeeds, then employers will cease asking for canopy letters, and the app will turn into ineffective. As I discussed, I hate cowl letters.

What I do hope occurs from this mission is that I study quite a bit from this expertise so I can construct a extra attention-grabbing AI app that I’ll hope does not fail.

My recommendation if you’re seeking to construct your personal AI app is to simply get began. Use the Open AI playground the place no code is required after which construct your frontend both with code if you know the way or with no code on a no code builder like There are tons of YouTube movies on all this, so why not begin right this moment?

Jeff Dutton is a employment lawyer for workers and employers within the Toronto space. Study extra about him by trying out the personal blog.

Original. Reposted with permission.

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