kglite-visual

Interactive, high-performance visualization for .kgl knowledge-graph files produced by KGLite — a Rust workspace and a WebGL frontend, shipped as a localhost CLI and a Python wheel.

Not yet published. No release has been cut, so the pip install line below does not resolve yet; build from the repo (make wheel) until it does. The first release deletes this paragraph.

What it does

.kgl graphs reach 100M+ nodes and no browser renders that, so the entry screen is never the whole graph. It is the type-level meta-graph — the labels and relationship types with their counts, always small whatever sits underneath — and you drill in from there with Cypher and bounded neighborhood expansion. The server decides what crosses the wire; the bound is enforced server-side, so a slice cannot grow past it on the way to the renderer.

Rendering is cosmos.gl (MIT, OpenJS Foundation): a WebGL GPU force layout, fed over a binary protocol (typed-array buffers for topology and positions, JSON for metadata).

Install

pip install kglite-visual

The wheel carries the engine, the server and the frontend bundle inside one compiled extension — no Node, no separate server process, no runtime Python dependencies.

Use it

From the shell:

kglite-visual path/to/graph.kgl        # opens a browser on localhost
kglite-visual path/to/graph.kgl --no-open --port 8080

# no server, no browser: one image, or one file for somebody else's tool
kglite-visual render path/to/graph.kgl --meta
kglite-visual export path/to/graph.kgl --format gexf -o graph.gexf
kglite-visual export path/to/graph.kgl --format csv --cypher "MATCH (n:Field) RETURN n"

From Python, including inside Jupyter:

import kglite_visual

view = kglite_visual.show("path/to/graph.kgl")   # a live URL, served in-process
view.url
view.close()

show() also takes an in-memory kglite graph, handed over through to_bytes() without touching the disk. In a notebook the returned view renders itself as an iframe.

Requirements

Python 3.10+ (one abi3 wheel serves every version from 3.10 up)
A .kgl file written by a matching KGLite release

Building from source additionally needs a Rust toolchain and Node; the published wheels and the source distribution both carry a prebuilt frontend, so neither needs Node at install time.

License

MIT — see LICENSE.

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

kglite_visual-0.1.1.tar.gz (2.6 MB view details)

Uploaded Aug 30, 2026 Source

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

The dropdown lists show the available interpreters, ABIs, and platforms. Enable javascript to be able to filter the list of wheel files.

kglite_visual-0.1.1-cp310-abi3-win_amd64.whl (9.9 MB view details)

Uploaded Aug 30, 2026 CPython 3.10+Windows x86-64

kglite_visual-0.1.1-cp310-abi3-musllinux_1_2_x86_64.whl (10.1 MB view details)

Uploaded Aug 30, 2026 CPython 3.10+musllinux: musl 1.2+ x86-64

kglite_visual-0.1.1-cp310-abi3-musllinux_1_2_aarch64.whl (9.5 MB view details)

Uploaded Aug 30, 2026 CPython 3.10+musllinux: musl 1.2+ ARM64

kglite_visual-0.1.1-cp310-abi3-manylinux_2_28_aarch64.whl (9.3 MB view details)

Uploaded Aug 30, 2026 CPython 3.10+manylinux: glibc 2.28+ ARM64

kglite_visual-0.1.1-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (9.9 MB view details)

Uploaded Aug 30, 2026 CPython 3.10+manylinux: glibc 2.17+ x86-64

kglite_visual-0.1.1-cp310-abi3-macosx_11_0_arm64.whl (9.0 MB view details)

Uploaded Aug 30, 2026 CPython 3.10+macOS 11.0+ ARM64

kglite_visual-0.1.1-cp310-abi3-macosx_10_12_x86_64.whl (9.5 MB view details)

Uploaded Aug 30, 2026 CPython 3.10+macOS 10.12+ x86-64

File details

Details for the file kglite_visual-0.1.1.tar.gz.

File metadata

Download URL: kglite_visual-0.1.1.tar.gz
Upload date: Aug 30, 2026
Size: 2.6 MB
Tags: Source
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for kglite_visual-0.1.1.tar.gz
Algorithm	Hash digest
SHA256	`95f4d38a0c70b2f85a2373d435a0ab2774e7593eac2db1269dc76f6b3c1aeb3f`
MD5	`e237598a16d720dd7f8e69edea43bc40`
BLAKE2b-256	`c7dc1f20045b1d3732128dac8296bb58365569cfcfcee380b8837a067c9f11e8`

See more details on using hashes here.

Provenance

The following attestation bundles were made for kglite_visual-0.1.1.tar.gz:

Publisher: release.yml on kkollsga/kglite-visual

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: kglite_visual-0.1.1.tar.gz
- Subject digest: 95f4d38a0c70b2f85a2373d435a0ab2774e7593eac2db1269dc76f6b3c1aeb3f
- Sigstore transparency entry: 2655198094
- Sigstore integration time: Aug 30, 2026
Source repository:
- Permalink: kkollsga/kglite-visual@53220a6710d15943bf37b005225c13a97e49be87
- Branch / Tag: refs/heads/main
- Owner: https://github.com/kkollsga
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: release.yml@53220a6710d15943bf37b005225c13a97e49be87
- Trigger Event: push

File details

Details for the file kglite_visual-0.1.1-cp310-abi3-win_amd64.whl.

File metadata

Download URL: kglite_visual-0.1.1-cp310-abi3-win_amd64.whl
Upload date: Aug 30, 2026
Size: 9.9 MB
Tags: CPython 3.10+, Windows x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for kglite_visual-0.1.1-cp310-abi3-win_amd64.whl
Algorithm	Hash digest
SHA256	`0999d1228d4fb68e62a7d015fafdbac12cde731cd02554048f45b5016ac495ba`
MD5	`0213cb2c9efe5e930b23e0a4714d3d6c`
BLAKE2b-256	`4484e2016e131a20deb55f0e1560e44fc13a9dbb260178da7887ae1fe44072bf`

See more details on using hashes here.

Provenance

The following attestation bundles were made for kglite_visual-0.1.1-cp310-abi3-win_amd64.whl:

Publisher: release.yml on kkollsga/kglite-visual

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: kglite_visual-0.1.1-cp310-abi3-win_amd64.whl
- Subject digest: 0999d1228d4fb68e62a7d015fafdbac12cde731cd02554048f45b5016ac495ba
- Sigstore transparency entry: 2655198155
- Sigstore integration time: Aug 30, 2026
Source repository:
- Permalink: kkollsga/kglite-visual@53220a6710d15943bf37b005225c13a97e49be87
- Branch / Tag: refs/heads/main
- Owner: https://github.com/kkollsga
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: release.yml@53220a6710d15943bf37b005225c13a97e49be87
- Trigger Event: push

File details

Details for the file kglite_visual-0.1.1-cp310-abi3-musllinux_1_2_x86_64.whl.

File metadata

Download URL: kglite_visual-0.1.1-cp310-abi3-musllinux_1_2_x86_64.whl
Upload date: Aug 30, 2026
Size: 10.1 MB
Tags: CPython 3.10+, musllinux: musl 1.2+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for kglite_visual-0.1.1-cp310-abi3-musllinux_1_2_x86_64.whl
Algorithm	Hash digest
SHA256	`7ad5d3d751fb522d6486b9666e41afd7c6abb6698235e86f525b58d61dd1046a`
MD5	`3dff3efeafefaf8950a8f56cd450150f`
BLAKE2b-256	`8ed596a64b326c1fe536ebae4be318c476600561cb3aa97a76bb2da7a9178add`

See more details on using hashes here.

Provenance

The following attestation bundles were made for kglite_visual-0.1.1-cp310-abi3-musllinux_1_2_x86_64.whl:

Publisher: release.yml on kkollsga/kglite-visual

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: kglite_visual-0.1.1-cp310-abi3-musllinux_1_2_x86_64.whl
- Subject digest: 7ad5d3d751fb522d6486b9666e41afd7c6abb6698235e86f525b58d61dd1046a
- Sigstore transparency entry: 2655198120
- Sigstore integration time: Aug 30, 2026
Source repository:
- Permalink: kkollsga/kglite-visual@53220a6710d15943bf37b005225c13a97e49be87
- Branch / Tag: refs/heads/main
- Owner: https://github.com/kkollsga
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: release.yml@53220a6710d15943bf37b005225c13a97e49be87
- Trigger Event: push

File details

Details for the file kglite_visual-0.1.1-cp310-abi3-musllinux_1_2_aarch64.whl.

File metadata

Download URL: kglite_visual-0.1.1-cp310-abi3-musllinux_1_2_aarch64.whl
Upload date: Aug 30, 2026
Size: 9.5 MB
Tags: CPython 3.10+, musllinux: musl 1.2+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for kglite_visual-0.1.1-cp310-abi3-musllinux_1_2_aarch64.whl
Algorithm	Hash digest
SHA256	`79ada1eb75dca1c821b7aecbea07ea349a9a347ed93d50bc2c885a6658353110`
MD5	`9c4c8e61c7197ee05089d79cef987c01`
BLAKE2b-256	`f9425633ce213d08357fade773169ef25fd6d8caa85b4df98cf1abdbef5a5d64`

See more details on using hashes here.

Provenance

The following attestation bundles were made for kglite_visual-0.1.1-cp310-abi3-musllinux_1_2_aarch64.whl:

Publisher: release.yml on kkollsga/kglite-visual

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: kglite_visual-0.1.1-cp310-abi3-musllinux_1_2_aarch64.whl
- Subject digest: 79ada1eb75dca1c821b7aecbea07ea349a9a347ed93d50bc2c885a6658353110
- Sigstore transparency entry: 2655198109
- Sigstore integration time: Aug 30, 2026
Source repository:
- Permalink: kkollsga/kglite-visual@53220a6710d15943bf37b005225c13a97e49be87
- Branch / Tag: refs/heads/main
- Owner: https://github.com/kkollsga
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: release.yml@53220a6710d15943bf37b005225c13a97e49be87
- Trigger Event: push

File details

Details for the file kglite_visual-0.1.1-cp310-abi3-manylinux_2_28_aarch64.whl.

File metadata

Download URL: kglite_visual-0.1.1-cp310-abi3-manylinux_2_28_aarch64.whl
Upload date: Aug 30, 2026
Size: 9.3 MB
Tags: CPython 3.10+, manylinux: glibc 2.28+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for kglite_visual-0.1.1-cp310-abi3-manylinux_2_28_aarch64.whl
Algorithm	Hash digest
SHA256	`7b70f6ffaefcb593eb3b7bc3097ba09520899e1e4fd7c313b4fdee771c203588`
MD5	`062357094c53c7511c7483b1685e4861`
BLAKE2b-256	`da9bef8f074657b930cd84e5649cdf6e74b5bdcc481f467633722e2af2424c3e`

See more details on using hashes here.

Provenance

The following attestation bundles were made for kglite_visual-0.1.1-cp310-abi3-manylinux_2_28_aarch64.whl:

Publisher: release.yml on kkollsga/kglite-visual

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: kglite_visual-0.1.1-cp310-abi3-manylinux_2_28_aarch64.whl
- Subject digest: 7b70f6ffaefcb593eb3b7bc3097ba09520899e1e4fd7c313b4fdee771c203588
- Sigstore transparency entry: 2655198137
- Sigstore integration time: Aug 30, 2026
Source repository:
- Permalink: kkollsga/kglite-visual@53220a6710d15943bf37b005225c13a97e49be87
- Branch / Tag: refs/heads/main
- Owner: https://github.com/kkollsga
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: release.yml@53220a6710d15943bf37b005225c13a97e49be87
- Trigger Event: push

File details

Details for the file kglite_visual-0.1.1-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

Download URL: kglite_visual-0.1.1-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Upload date: Aug 30, 2026
Size: 9.9 MB
Tags: CPython 3.10+, manylinux: glibc 2.17+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for kglite_visual-0.1.1-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`b422bfb0eb3522101eac660fc178e25b6954fef2f1bdc3abd2de87affb3c3583`
MD5	`27cb140c65c3c9bba1ef4f9b054c9123`
BLAKE2b-256	`9d83583019bb2919b07cd7b5e2dca623383c8200db8e67b8665f3a13b5dbcc20`

See more details on using hashes here.

Provenance

The following attestation bundles were made for kglite_visual-0.1.1-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: release.yml on kkollsga/kglite-visual

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: kglite_visual-0.1.1-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Subject digest: b422bfb0eb3522101eac660fc178e25b6954fef2f1bdc3abd2de87affb3c3583
- Sigstore transparency entry: 2655198106
- Sigstore integration time: Aug 30, 2026
Source repository:
- Permalink: kkollsga/kglite-visual@53220a6710d15943bf37b005225c13a97e49be87
- Branch / Tag: refs/heads/main
- Owner: https://github.com/kkollsga
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: release.yml@53220a6710d15943bf37b005225c13a97e49be87
- Trigger Event: push

File details

Details for the file kglite_visual-0.1.1-cp310-abi3-macosx_11_0_arm64.whl.

File metadata

Download URL: kglite_visual-0.1.1-cp310-abi3-macosx_11_0_arm64.whl
Upload date: Aug 30, 2026
Size: 9.0 MB
Tags: CPython 3.10+, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for kglite_visual-0.1.1-cp310-abi3-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`c0bea832e210dc1201cc6e3db24e1b39a2e77742b9e961ed06524f7b72e3a068`
MD5	`96e17225d8ff035d0f8e72a09355e110`
BLAKE2b-256	`7683e986110d0ba936c75dc8266507999afd3c49637449b3ee19af6d76c7bc05`

See more details on using hashes here.

Provenance

The following attestation bundles were made for kglite_visual-0.1.1-cp310-abi3-macosx_11_0_arm64.whl:

Publisher: release.yml on kkollsga/kglite-visual

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: kglite_visual-0.1.1-cp310-abi3-macosx_11_0_arm64.whl
- Subject digest: c0bea832e210dc1201cc6e3db24e1b39a2e77742b9e961ed06524f7b72e3a068
- Sigstore transparency entry: 2655198125
- Sigstore integration time: Aug 30, 2026
Source repository:
- Permalink: kkollsga/kglite-visual@53220a6710d15943bf37b005225c13a97e49be87
- Branch / Tag: refs/heads/main
- Owner: https://github.com/kkollsga
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: release.yml@53220a6710d15943bf37b005225c13a97e49be87
- Trigger Event: push

File details

Details for the file kglite_visual-0.1.1-cp310-abi3-macosx_10_12_x86_64.whl.

File metadata

Download URL: kglite_visual-0.1.1-cp310-abi3-macosx_10_12_x86_64.whl
Upload date: Aug 30, 2026
Size: 9.5 MB
Tags: CPython 3.10+, macOS 10.12+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for kglite_visual-0.1.1-cp310-abi3-macosx_10_12_x86_64.whl
Algorithm	Hash digest
SHA256	`35cc26b94432c793efb337c311373a968f7eb04962f1e53e63bac7e02704db0a`
MD5	`816803ac60b02e76c10272e2f41fcac2`
BLAKE2b-256	`14737dd66d320afcf6d894b98e735328d92452b278bbd701ae2ee3133afb2f60`

See more details on using hashes here.

Provenance

The following attestation bundles were made for kglite_visual-0.1.1-cp310-abi3-macosx_10_12_x86_64.whl:

Publisher: release.yml on kkollsga/kglite-visual

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: kglite_visual-0.1.1-cp310-abi3-macosx_10_12_x86_64.whl
- Subject digest: 35cc26b94432c793efb337c311373a968f7eb04962f1e53e63bac7e02704db0a
- Sigstore transparency entry: 2655198168
- Sigstore integration time: Aug 30, 2026
Source repository:
- Permalink: kkollsga/kglite-visual@53220a6710d15943bf37b005225c13a97e49be87
- Branch / Tag: refs/heads/main
- Owner: https://github.com/kkollsga
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: release.yml@53220a6710d15943bf37b005225c13a97e49be87
- Trigger Event: push

Release history Release notifications | RSS feed

Sep 3, 2026 8 files

Sep 2, 2026 8 files

Sep 1, 2026 8 files

Aug 31, 2026 8 files

Aug 31, 2026 8 files

Aug 31, 2026 8 files

This release

0.1.1 This release

Aug 30, 2026 8 files

0.1.0

Aug 29, 2026 8 files

kglite-visual 0.1.1

kglite-visual

What it does

Install

Use it

Requirements

License

Project links

Key dates

1 maintainer

Credits

GitHub Statistics

License expression

Requires

Tags

Classifiers

Download files

Source Distribution

Built Distributions

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

Release history Release notifications | RSS feed