Search suggestions as people type
Help people find the right query before they finish typing. Built from your own data, with nothing to set up.
100 free credits on sign up. No card required.
Suggestions
It reads the word before it, so the guess fits the phrase.
After a space, it offers what usually comes next.
One wrong letter still finds the word. Handy on phones.
<10ms
Per request in our tests, served straight from memory.
0
AI calls per request
25
Requests = 1 credit
10
Suggestions per request
Search-as-you-type doesn't need another search service.
All you do is 1 add your documents, 2 call one endpoint and 3 show the suggestions.
No setup. The index builds itself the first time you call autocomplete.
Stays up to date. It refreshes on its own as you add or delete documents.
Ranked by your data. Phrases that show up more often in your documents come first.
{
"query": "wireless hea",
"limit": 5
}{
"suggestions": [
{ "text": "wireless headphones" },
{ "text": "wireless headset" }
],
"status": "ready"
}No second service. Autocomplete and semantic search run on the same data, so nothing to sync.
Typing barely uses credits. Call it on every keystroke without worrying about cost.
They type
Each key calls autocomplete.
gam |
They pick
Suggestions show up in the dropdown.
gaming headset
gaming mouse
gaming chair
They get results
The picked query goes to semantic search.
Gaming headset with surround sound
Wireless gaming headset
Test it on your own data in the Autocomplete tab of any text database.
Read the docs →It returns search suggestions while someone is still typing, so they can pick a full query instead of finishing it.
Autocomplete suggests queries from the words in your data. Search finds results by meaning. Most apps show suggestions while typing and run a search when one is picked.
From the documents in your database. Vecstore builds a word and phrase index from your content and ranks suggestions by how often they appear. It does not use what users have searched for.
The index refreshes on its own as you add or delete documents. New documents show up after the next refresh, not instantly.
No. Autocomplete works with text databases.

85M+ searches powered by Vecstore this year
100 Free credits. No credit card required.