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Kazakh Stemmer API
REST API for Kazakh morphological stemming — OI = 0.0000
Kazakh is agglutinative, causing standard search engines to miss results. QazAPI fixes this by reducing any Kazakh word to its dictionary root via a simple REST call. Every result is validated against 140,000+ lemmas. With a 0.0000 over-stemming index, it never returns non-existent roots. • 1 POST request returns stem + confidence • Works with Elasticsearch, pgvector, any stack • Free tier: 1K req/mo. Pro: $50/mo Built for developers fixing Kazakh search and NLP.
Hi Product Hunt! 👋
I built QazAPI because I was tired of seeing standard search engines fail at processing the Kazakh language.
Kazakh is highly agglutinative—a single root word can take hundreds of forms through suffixes. Most existing solutions either require deploying heavy NLP models or compiling complex Rust/C++ plugins (which you can't even install if you use managed cloud databases).
I wanted a solution that works everywhere without the DevOps headache. QazAPI is a simple REST API that handles the morphology and validates every single result against a 140,000+ word in-memory dictionary. The over-stemming index is exactly 0.0000—it never returns a broken or non-existent root.
You can test it right now in our playground with a single POST request (no signup needed).
I’d love for the developers here to test it out. Throw the most complex words you can find at it, try to break the algorithm, and let me know what you think of the API structure! I'll be here all day to answer your questions.
About Kazakh Stemmer API on Product Hunt
“REST API for Kazakh morphological stemming — OI = 0.0000”
Kazakh Stemmer API was submitted on Product Hunt and earned 4 upvotes and 1 comments, placing #142 on the daily leaderboard. Kazakh is agglutinative, causing standard search engines to miss results. QazAPI fixes this by reducing any Kazakh word to its dictionary root via a simple REST call. Every result is validated against 140,000+ lemmas. With a 0.0000 over-stemming index, it never returns non-existent roots. • 1 POST request returns stem + confidence • Works with Elasticsearch, pgvector, any stack • Free tier: 1K req/mo. Pro: $50/mo Built for developers fixing Kazakh search and NLP.
On the analytics side, Kazakh Stemmer API competes within API, Developer Tools and Search — topics that collectively have 630.3k followers on Product Hunt. The dashboard above tracks how Kazakh Stemmer API performed against the three products that launched closest to it on the same day.
Who hunted Kazakh Stemmer API?
Kazakh Stemmer API was hunted by Tim2190. 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 Kazakh Stemmer API including community comment highlights and product details, visit the product overview.
Tim2190