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Vecstore
Smart search API for your data
Vecstore is a search API for images and text. Users can search by uploading a photo or describing what they want, like "green velvet armchair with wooden legs", even when nothing was tagged. Hybrid ranking keeps exact matches on top. Queries take 3ms on 10M records.
About Vecstore on Product Hunt
“Smart search API for your data”
Vecstore was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #159 on the daily leaderboard. Vecstore is a search API for images and text. Users can search by uploading a photo or describing what they want, like "green velvet armchair with wooden legs", even when nothing was tagged. Hybrid ranking keeps exact matches on top. Queries take 3ms on 10M records.
On the analytics side, Vecstore competes within API, User Experience and Artificial Intelligence — topics that collectively have 950.2k followers on Product Hunt. The dashboard above tracks how Vecstore performed against the three products that launched closest to it on the same day.
Who hunted Vecstore?
Vecstore was hunted by Giorgi. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Vecstore including community comment highlights and product details, visit the product overview.
Hi Product Hunt, we launched Vecstore here about a year ago. Since then we've rebuilt most of it.
What's new:
- A new model that understands photos and text with higher accuracy
- The embedding service rewritten in Rust, with an image embedded in about 12ms
- Everything moved into Postgres, and queries now take about 3ms on 10M records
- Hybrid ranking, so exact names and SKUs still match
It works for marketplaces, ecommerce and any app with lots of photos. It also includes NSFW detection and duplicate image detection.
The demo needs no signup: https://vecstore.app/demo
We'd love feedback on search quality.