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Zvec

Alibaba Cloud
open source / Overall score: 2.4

Zvec is an in-process vector database that embeds directly into an application rather than running as a server, supporting flat, HNSW, HNSW-RaBitQ, IVF and sparse indexes with native full-text and hybrid search. Alibaba Group developed and uses it internally.

Openness

5 high confidence
5.0
license
Apache-2.0(OSI)
source
public
core features withheld
no

Apache-2.0 license body confirmed. The repository is public and unarchived and builds the whole product, and the README describes no paid tier, enterprise edition or license-gated build beside it, so source is public and the core ungated.

Adoption

2 high confidence
2.0

Zvec's adoption reading is based on PyPI downloads of the `zvec` package rather than its GitHub stars, since downloads measure use directly while stars measure attention, and the two point in different directions here. As an in-process library with no separate server, the package is the product itself, so its download count is a direct read of use.

Capability

3 medium confidence
3.0

Zvec offers real index breadth (flat, HNSW, HNSW-RaBitQ, IVF and sparse) plus native full-text and hybrid search, embedded directly in the application process. It has no server or cluster of its own, so it covers much less of the persist-index-retrieve path than Vespa does.

Verified 2026-09-24