Skip to main content

REUSE status

Generative AI Toolkit for SAP HANA Cloud

About this project

Generative AI Client for SAP HANA Cloud is an extension of the existing HANA ML Python client library, mainly focusing on GenAI and related use cases. It includes many leading-edge GenAI related open source libraries and provides seamless integration with HANA ML, HANA vector engine, and other SAP GenAI Hub SDK, see our Introduction and Documentation.

Requirements and Setup

The prerequisites for using the Generative AI Toolkit for SAP HANA Cloud are listed at Prerequisites.

The Generative AI Toolkit for SAP HANA Cloud is available as a Python package. You can install it via pip:

pip install hana-ai

Support, Feedback, Contributing

This project is open to feature requests/suggestions, bug reports etc. via GitHub issues. Contribution and feedback are encouraged and always welcome. For more information about how to contribute, the project structure, as well as additional contribution information, see our Contribution Guidelines.

Security / Disclosure

If you find any bug that may be a security problem, please follow our instructions at in our security policy on how to report it. Please do not create GitHub issues for security-related doubts or problems.

Code of Conduct

We as members, contributors, and leaders pledge to make participation in our community a harassment-free experience for everyone. By participating in this project, you agree to abide by its Code of Conduct at all times.

Licensing

Copyright 2025 SAP SE or an SAP affiliate company and generative-ai-toolkit-for-sap-hana-cloud contributors. Please see our LICENSE for copyright and license information. Detailed information including third-party components and their licensing/copyright information is available via the REUSE tool.

Metadata

Release files for hana-ai 1.0.25042501

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

Source distribution (sdist)

Source distribution for hana-ai 1.0.25042501
File Size Uploaded Provenance
hana_ai-1.0.25042501.tar.gz 1.2 MB With provenance Details

Built distribution (wheel)

Table of built distributions (wheels) for hana-ai 1.0.25042501
File Interpreter ABI Platform
hana_ai-1.0.25042501-py3-none-any.whl Python 3 none any Details

Total release size: 1.8 MB

Release files / hana_ai-1.0.25042501.tar.gz

Download URL hana_ai-1.0.25042501.tar.gz
Size 1.2 MB
Tags Source
SHA-256 checksum
How to use checksums
a6cdc5759abbc7c999221711c93c6dada7f2da0eb64421b8dbb82cc6480b82c2
BLAKE2b-256 checksum
How to use checksums
448e3370a4a89915f1373effa44d7e31fc40f4375940df2293ed0aba74757c18
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

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 Apr 25, 2025.

Transparency log

Release files / hana_ai-1.0.25042501-py3-none-any.whl

Download URL hana_ai-1.0.25042501-py3-none-any.whl
Size 548.0 kB
Tags Python 3
SHA-256 checksum
How to use checksums
10f477cde6b702be42fc49acd07619bb32003ef9eda4c106f7913bad13906b16
BLAKE2b-256 checksum
How to use checksums
b1fc28bd461485fa6c9df1b9b88b1e8a663324b153b4c6c79d2ff01a3b47c0f2
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

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 Apr 25, 2025.

Transparency log

Security for hana-ai 1.0.25042501

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.

Full provenance

All 2 files in this release have been uploaded with provenance metadata.

Select from 2 files

Attestation for hana_ai-1.0.25042501.tar.gz

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 Apr 25, 2025.

Transparency log

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

Release history Release notifications | RSS feed

This release
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