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Infinity

AI-native database server that runs hybrid search over dense and sparse vectors, tensors, full text and structured data.

Infinity is an AI-native database server. It stores tables with vector, tensor, full-text and structured columns, and answers hybrid queries that combine dense and sparse vector search, tensor matching and full-text search with filters. The server runs as a single binary, started as a Docker container or as a system service from its deb or rpm package, and the README also names an embedded mode as a Python module. Applications reach it over the network through a client, which the README installs from pip for Python. In the Docker and binary deployments, client and server run as separate processes.

Worth knowing

The server keeps running as a process, so it needs a host that keeps services alive. A static web space cannot run it. The README’s Docker example uses the nightly image tag, and the documentation banner points to a released version as the latest, so a reader who wants a fixed release has to pick the tag and the documentation version by hand.

Identity

Status
Active
Maintainer
InfiniFlow1
First release
20247

Rendering and deploy

Runs as
Always on4
Install with
docker34

Releases

Current major version
Pre-1.06
Last release
2026-10-096

Adoption

GitHub stars
4,7472
Contributors
598

Why these figures do not compare

Sources

  1. 2026-10-28: links, Maintainer
    infiniflow.org
  2. 2026-10-28: links, Written in, GitHub stars
    github.com/infiniflow/infinity
  3. 2026-10-28: links, Categories, Runtime, Install with
    github.com/infiniflow/infinity/blob/main/README.md
  4. 2026-10-28: Runs as, Install with
    infiniflow.org/docs/dev/deploy_infinity_server
  5. 2026-10-28: License
    github.com/infiniflow/infinity/blob/main/LICENSE
  6. 2026-10-28: Current major version, Last release
    github.com/infiniflow/infinity/releases/tag/v0.7.4
  7. 2026-10-28: First release
    github.com/infiniflow/infinity/releases/tag/v0.1.0
  8. 2026-10-28: Contributors
    github.com/infiniflow/infinity/graphs/contributors

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