Skip to main content

magma-core

Shared agent HTTP contracts, LLM workers, configuration, serialization, dataset export utilities, and robotics simulation abstractions for MAGMA.

Version 2.0.1 supports Python 3.12. The simulator-independent interface and the optional simulation dependencies are shipped in the same package. Simulation installation was checked on Linux x86_64; broader Python/platform support is not yet validated.

Description

HTTP protocol "2.0" covers both inference and coaching. Coaching sessions use LLM backends and optional log capture; their payloads retain all context fields.

Installation

Pip

pip install "magma_core==2.0.1"              # Simulator-independent interface
pip install "magma_core[simulation]==2.0.1"  # Includes simulation dependencies

For a local checkout, use pip install -e . or pip install -e ".[all]". Extras add dependencies; they do not change which Python modules are shipped. The default installation includes Torch, requests, PyYAML, Pydantic, and typing_extensions, but does not require ManiSkill, SAPIEN, or Gymnasium.

Github

pip install "git+https://github.com/MAGMA-rob/magma-core.git@main"

Install a pinned release tag:

pip install "magma_core[simulation] @ git+https://github.com/MAGMA-rob/magma-core.git@v2.0.1"

Changelog

See CHANGELOG.md for release changes. Core is distributed under the BSD 2-Clause license.

Report problems through the issue tracker.

Metadata

Release files for magma-core 2.0.1

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

Source distribution (sdist)

Source distribution for magma-core 2.0.1
File Size Uploaded
magma_core-2.0.1.tar.gz 145.3 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for magma-core 2.0.1
File Interpreter ABI Platform
magma_core-2.0.1-py3-none-any.whl Python 3 none any Details

Total release size: 302.5 kB

Release files / magma_core-2.0.1.tar.gz

Download URL magma_core-2.0.1.tar.gz
Size 145.3 kB
Tags Source
SHA-256 checksum
How to use checksums
b7690a593a9a019624ca23a8ccbfdc35a35920b6bc3f3eb763a723355b6ffe36
BLAKE2b-256 checksum
How to use checksums
de68151568d71fa2beca1ccae028dfb99885199416cf07870c355e52e7e35f9e
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 Oct 6, 2026.

Transparency log

Release files / magma_core-2.0.1-py3-none-any.whl

Download URL magma_core-2.0.1-py3-none-any.whl
Size 157.2 kB
Tags Python 3
SHA-256 checksum
How to use checksums
952566824a39b4058ea82f080ffe0df0fd50f0bddbab73f391cccc36bbac8829
BLAKE2b-256 checksum
How to use checksums
c974323822a77452ec248bc371daf3b478c3857c0324fcf677aecbbe14ca4b89
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 Oct 6, 2026.

Transparency log
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