· Retrieval/ What it knows

turbopuffer

turbopuffer is a retrieval option for building AI agents. Vector and full-text search on object storage — very cheap at rest.

Proprietary · usage based · hosted service only · SDKs for Python and TypeScript · by turbopuffer · verified 2026-08-21

Official docsAdd to a stackAll retrieval options
· When to reach for it/ Fit
  • You are choosing a retrieval component — what it knows.
  • You are happy to depend on a hosted service and would rather not operate this yourself.
· What it takes to run/ Setup
Environment
TURBOPUFFER_API_KEY=
· turbopuffer vs the alternatives/ 5 others
OptionWhat it doesLicenceSelf-host
turbopufferVector and full-text search on object storage — very cheap at rest.ProprietaryNo
pgvectorVector search inside the Postgres you already run.Open sourceYes
QdrantRust vector database with strong payload filtering, self-host or cloud.Open sourceYes
PineconeFully managed vector database. No index to operate.ProprietaryNo
ChromaEmbedded vector store that runs in-process. Ideal first index.Open sourceYes
LanceDBEmbedded multimodal store backed by the Lance columnar format.Open sourceYes
· Stacks that use it/ 1
· For agents/ This page, machine-readable

Every page here answers to Accept: text/markdown and returns the same content at roughly a tenth the tokens. No separate site, no toggle — same URL.

curl -s -H "Accept: text/markdown" https://newagent.build/c/turbopuffer