AI App: Searching in the content of images

"Isn't AI just going to make you dumber?" A workshop attendee asked me this question recently. If you're a college student having AI write your essays, then yes, you're getting dumber by not struggling through hard topics.

If you're a professional using AI, it's probably the wrong question to ask.

How about asking "What can AI do for you?"

For example, I have hundreds of handmade drawings I created to explain PM concepts. Searching for them is super annoying. The Mac Spotlight search usually can't even find files by keywords in a filename (another fail for Apple "Intelligence").

So I vibe coded an image search. In less than 2 hours of chatting/prompting (over a couple days), I created a fully functional image search.

It finds keywords in a filename even when there are misspellings. I can now search for "double-diamond" and it finds files with misspellings in the filename like "doble-diamond"...note that the Mac search can't do this.

And more importantly it can find images based on the content of the images. I can search for "thought bubble" and find all the images that include drawings of thought bubbles.

It's ugly but It's already saving me several minutes per day. Wish I had done this sooner.

What can AI do for you today?

Details:
I used Claude Code from the Mac terminal window. I have the Claude Pro Plan at $20/month and used $3 of Claude API calls to index the images.


The AI-Enhanced Product Manager

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Jim coaches Product Management organizations in startups, growth stage companies and Fortune 100s.

He's a Silicon Valley founder with over two decades of experience including an IPO ($450 million) and a buyout ($168 million). These days, he coaches Product leaders and teams to find product-market fit and accelerate growth across a variety of industries and business models.

Jim graduated from Stanford University with a BS in Computer Science and currently lectures at University of California, Berkeley in Product Management.

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