Skip to main content

khora-accel

Rust-accelerated operations for Khora, a knowledge graph + vector + SQL storage library.

This crate provides PyO3 bindings for performance-critical operations:

  • MMR (Maximal Marginal Relevance) re-ranking
  • Cosine similarity (batched, normalized)
  • PageRank
  • Entity resolution (fuzzy matching with per-type thresholds)
  • Community detection
  • Temporal scoring

Installation

pip install khora-accel

khora-accel ships as a source distribution. A Rust toolchain (rustup with a stable cargo on PATH) is required at install time. Maturin compiles the extension automatically as part of the standard PEP 517 build flow.

Usage

Used internally by khora via khora._accel. Direct consumption from user code is not a stable API.

License

Apache-2.0

Metadata

Release files for khora-accel 0.26.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for khora-accel 0.26.1
File Size Uploaded
khora_accel-0.26.1.tar.gz 51.3 kB Details

Release files / khora_accel-0.26.1.tar.gz

Download URL khora_accel-0.26.1.tar.gz
Size 51.3 kB
Tags Source
SHA-256 checksum
How to use checksums
836a6be8e71d1655e939662cf9440868e3e22154a8ccd214b5b3dcc256a40539
BLAKE2b-256 checksum
How to use checksums
fdf30ed720c9eb0968457b15cf494ebd180263ced7ee068374fd4842de41c385
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 8, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.26.1 This release

1 release file

0.26.0

1 release file

0.25.0

1 release file

0.24.0

1 release file

0.23.1

1 release file

0.23.0

1 release file

0.22.2

1 release file

0.21.1

1 release file

0.21.0

1 release file

0.20.0

1 release file

0.19.0

1 release file

0.18.5

1 release file

0.18.4

1 release file

0.18.3

1 release file

0.18.2

1 release file

0.18.1

1 release file

0.18.0

1 release file

0.17.4

1 release file

0.17.3

1 release file

0.17.2

1 release file

0.17.1

1 release file

0.17.0

1 release file

0.16.4

1 release file

0.16.3

1 release file

0.16.2

1 release file

0.16.1

1 release file

0.16.0

1 release file

0.15.3

1 release file

0.15.2

1 release file

0.15.0

1 release file

0.14.0

1 release file

0.13.0

1 release file

0.12.1

1 release file

0.12.0

1 release file

0.11.2

1 release file

0.11.1

1 release file

0.11.0

1 release file

0.10.8

1 release file

0.10.7

1 release file

0.10.6

1 release file

0.10.5

1 release file

0.10.4

1 release file

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page