graphnight

Python bindings for GraphNight — an embeddable semantic layer for AI agents and humans.

Status: beta. Auth, caching, and Docker exist on the Rust server; these bindings are a local YAML/SQL client surface and still evolving.

Install

pip install graphnight

from graphnight import GraphNightClient

client = GraphNightClient(storage_path="./graphnight_data")
print(client.list_models())

Scaffold data with the CLI from the GitHub repo:

cargo install --path crates/graphnight-cli
graphnight init ./my-project

Apache-2.0

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

Source distribution for graphnight 0.4.0
File	Size	Uploaded
graphnight-0.4.0.tar.gz	82.3 kB	Sep 19, 2026	Details

Table of built distributions (wheels) for graphnight 0.4.0
File	Interpreter	ABI	Platform	Reset
graphnight-0.4.0-cp38-abi3-win_amd64.whl 2.8 MB Sep 19, 2026	CPython 3.8	abi3	Windows x86-64	Details
graphnight-0.4.0-cp38-abi3-musllinux_1_2_x86_64.whl 3.3 MB Sep 19, 2026	CPython 3.8	abi3	Linux musl 1.2+ x86-64	Details
graphnight-0.4.0-cp38-abi3-musllinux_1_2_aarch64.whl 3.1 MB Sep 19, 2026	CPython 3.8	abi3	Linux musl 1.2+ ARM64	Details
graphnight-0.4.0-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 3.0 MB Sep 19, 2026	CPython 3.8	abi3	Linux glibc 2.17+ x86-64	Details
graphnight-0.4.0-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 2.8 MB Sep 19, 2026	CPython 3.8	abi3	Linux glibc 2.17+ ARM64	Details
graphnight-0.4.0-cp38-abi3-macosx_11_0_arm64.whl 2.7 MB Sep 19, 2026	CPython 3.8	abi3	macOS 11.0+ ARM64	Details
graphnight-0.4.0-cp38-abi3-macosx_10_12_x86_64.whl 2.9 MB Sep 19, 2026	CPython 3.8	abi3	macOS 10.12+ x86-64	Details

Total release size: 20.4 MB

Download URL	graphnight-0.4.0.tar.gz
Size	82.3 kB
Tags	Source
SHA-256 checksum How to use checksums	`8c85e6df012d4488fc5ea46dff1b7b383a0e1808f9209caebbbac23f5b32e507`
BLAKE2b-256 checksum How to use checksums	`e54cf8b52a7740f824a9fe8aa69799532c1d716add6004ac2fed6d8b91cdd2e7`
Upload date	Sep 19, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Download URL	graphnight-0.4.0-cp38-abi3-win_amd64.whl
Size	2.8 MB
Tags	CPython 3.8 Windows x86-64 abi3
SHA-256 checksum How to use checksums	`fa5a10b67febba46f6ef099ebead80e624c045eac3686e3646b841a595e82eb7`
BLAKE2b-256 checksum How to use checksums	`e264124eb03a89d59b696b0afcfb9271024afd3c7f0b1c706022e3e90bae72ac`
Upload date	Sep 19, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Download URL	graphnight-0.4.0-cp38-abi3-musllinux_1_2_x86_64.whl
Size	3.3 MB
Tags	CPython 3.8 Linux musl 1.2+ x86-64 abi3
SHA-256 checksum How to use checksums	`a7937796dfe1bb74abe089a7e1fd1d7edb7af4ecaba702ec89fc916b866bfc58`
BLAKE2b-256 checksum How to use checksums	`15ed4a6ab08a6b1a7da7e390815b73fe0bb4d29ce6ca1c8f7d587764371cb75c`
Upload date	Sep 19, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Download URL	graphnight-0.4.0-cp38-abi3-musllinux_1_2_aarch64.whl
Size	3.1 MB
Tags	CPython 3.8 Linux musl 1.2+ ARM64 abi3
SHA-256 checksum How to use checksums	`c557b63f5bb08900db337fe85d2285cf2f34e09d5d7b3b79bd6f51564eda0214`
BLAKE2b-256 checksum How to use checksums	`6a7e7f2feec8c6433add8d19d54bd5a902d87547af1d95b16359f40e7d526168`
Upload date	Sep 19, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Download URL	graphnight-0.4.0-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	3.0 MB
Tags	CPython 3.8 Linux glibc 2.17+ x86-64 abi3
SHA-256 checksum How to use checksums	`265a17e4992b41c1b80b7fc3c5b214f49f4cea2bd587ab8be518dd8f65fcb1b9`
BLAKE2b-256 checksum How to use checksums	`d3c5eb41227d80761906b2eb4f91211ab2aa3f74dc7958b90a8f707f28310f12`
Upload date	Sep 19, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Download URL	graphnight-0.4.0-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	2.8 MB
Tags	CPython 3.8 Linux glibc 2.17+ ARM64 abi3
SHA-256 checksum How to use checksums	`f370ce057e892d10eae5c5a4ffd82908d30bf1de05470ea5b6adc0b329620797`
BLAKE2b-256 checksum How to use checksums	`e9a2827261b92c1bdd58987fabcaf97d0efdd6a4558465724be9bce5e52bc8f8`
Upload date	Sep 19, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Download URL	graphnight-0.4.0-cp38-abi3-macosx_11_0_arm64.whl
Size	2.7 MB
Tags	CPython 3.8 abi3 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`5d82dea43152b715e90f7cbfd2415c2518c385c657e5f8eff9a2f276fe6cb0a8`
BLAKE2b-256 checksum How to use checksums	`f1ef273f431fc739a03400978a5d8c5df4c05a79e87bdb74e9114e5ab754542b`
Upload date	Sep 19, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Download URL	graphnight-0.4.0-cp38-abi3-macosx_10_12_x86_64.whl
Size	2.9 MB
Tags	CPython 3.8 abi3 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`03a729fcba3fd9fb1d3482fec1cd32cafc07ac3472d0fbcb2c51bf1389bcf3f4`
BLAKE2b-256 checksum How to use checksums	`6e470793b98e8c392b784199d21ddf90c36ca6baba482824e607e5571d4b0faa`
Upload date	Sep 19, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`