Metadata-Version: 2.4
Name: sand-bob
Version: 0.2.0
Summary: LLM-based code generation and docker-sandboxed execution in a loop in parallel
Author-email: Robert Haase <robert.haase@uni-leipzig.de>
License: Copyright 2025 Robert Haase, ScaDS.AI, Uni Leipzig
        All rights reserved.
        
        Redistribution and use in source and binary forms, with or without 
        modification, are permitted provided that the following conditions are met:
        
        1. Redistributions of source code must retain the above copyright notice, 
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        2. Redistributions in binary form must reproduce the above copyright notice, 
        this list of conditions and the following disclaimer in the documentation 
        and/or other materials provided with the distribution.
        
        3. Neither the name of the copyright holder nor the names of its contributors 
        may be used to endorse or promote products derived from this software without 
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        THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" 
        AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE 
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Project-URL: Homepage, https://haesleinhuepf.github.io/sand-bob/
Project-URL: Repository, https://github.com/haesleinhuepf/sand-bob
Project-URL: Issues, https://github.com/haesleinhuepf/sand-bob/issues
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: docker>=6.0.0
Requires-Dist: ipywidgets>=7.0.0
Requires-Dist: ipython>=7.0.0
Requires-Dist: jupytext>=1.0.0
Requires-Dist: jupyterlab>=3.0.0
Requires-Dist: matplotlib>=3.0.0
Requires-Dist: numpy>=1.0.0
Requires-Dist: openai>=1.0.0
Requires-Dist: pandas>=1.0.0
Requires-Dist: Pillow>=9.0.0
Requires-Dist: scikit-image>=0.19.0
Requires-Dist: wordcloud>=1.9.0
Provides-Extra: dev
Requires-Dist: pytest>=7.0.0; extra == "dev"
Requires-Dist: pytest-cov>=4.0.0; extra == "dev"
Requires-Dist: black>=22.0.0; extra == "dev"
Requires-Dist: flake8>=5.0.0; extra == "dev"
Requires-Dist: requests>=2.0.0; extra == "dev"
Dynamic: license-file

# Sand-Bob <img src="docs/sand-bob-logo2.png" height="45" align="center">

[![Star on GitHub](https://img.shields.io/github/stars/haesleinhuepf/sand-bob?style=social)](https://github.com/haesleinhuepf/sand-bob/stargazers)


Sand-Bob is a tool for LLM-based code generation and docker-sandboxed execution in Jupyter Lab and interactive rendering in Jupyter Book. It also is a framework for studying language models and prompt-engineering performance in the context of single-script code generation for data analysis.

Note: This is research software under active development. The API may break with every new release.

![](https://haesleinhuepf.github.io/sand-bob/_images/alice_creative_plotting.png)

## Documentation

Check out the [documentation](https://haesleinhuepf.github.io/sand-bob/)
