llnl/kosh

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![Kosh Logo](share/icons/png/Kosh_Logo_Blue.png) # Overview Kosh allows codes to store, query, share data via an easy-to-use Python API. Kosh lies on top of Sina and as a result can use any database backend supported by Sina. In addition Kosh aims to make data access and sharing as simple as possible. Via "loaders", "transformers" and "operators" Kosh can access and process data in a consistent fashion, decoupled from data format and location. Kosh is a Hindi word that means *treasury*, which is derived from *Kosha*, a Sanskrit word that means container in either a direct or metaphorical sense. A fairly good translation would be *repository*. # Getting Started To get the latest public version: ```bash pip install kosh ``` To get the latest stable, from a cloned repo simply run: ```bash pip install . ``` Alternatively add the path to this repo to your `PYTHONPATH` environment variable, or in your code with: ```python import sys sys.path.append(path_to_kosh_repo) ``` For more details look into the [installation doc](INSTALL.md) If you want to use Kosh through Codex, see [the Codex skill install guide](docs/codex_skill.md). # First steps See [this file](docs/source/users/index.md) # Getting Involved Kosh is user-oriented, and users' questions, comments, and contributions help guide its evolution. We welcome involvement and feedbacks. # Contact Info You can reach our team at kosh-support@llnl.gov. Kosh main developer can be reached at: doutriaux1@llnl.gov # Contributing Contributions should be submitted as a pull request pointing to the develop branch, and must pass Kosh's CI process; to run the same checks locally follow the instructions in the tests directory. Contributions must be made under the same license as Kosh (see the bottom of this file). # Release and License Kosh is distributed under the terms of the MIT license; new contributions must be made under this license. SPDX-License-Identifier: MIT ``LLNL-CODE-814755``

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kosh

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Use Kosh to persist results and files, query them later, and build custom loaders, transformers, and operators for data extraction and slice-aware processing.

لغة النص الأصلي: الإنجليزية

2026-07-24

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