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‎.buildinfo

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# Sphinx build info version 1
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# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
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config: ad23560ff1abb3ef0c493646d8624f53
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tags: 645f666f9bcd5a90fca523b33c5a78b7

‎.nojekyll

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‎README.md

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#GitHub Pages
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Last update of sphinx html documentation from [e912ff1](https://github.com/Prismadic/magnet/tree/e912ff19f815b682dd16127b1dbebf47b4e79f09)

‎_modules/index.html

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‎_modules/magnet/ron/llm.html

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‎_modules/magnet/utils/data_classes.html

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‎_sources/index.rst.txt

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.. magnet documentation master file, created by
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sphinx-quickstart on Fri Dec 22 18:10:22 2023.
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You can adapt this file completely to your liking, but it should at least
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contain the root `toctree` directive.
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.. raw:: html
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<h1 align="center">
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Welcome to the 🧲 docs
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.. raw:: html
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</h1>
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|DIV|
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.. toctree::
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:maxdepth: 3
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:caption: Packages & useful classes
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magnet.ic
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magnet.ize
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magnet.ron
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magnet.utils
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|DIV|
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.. raw:: html
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<h1 align="center">
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magnet
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=======
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.. raw:: html
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</h1>
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.. raw:: html
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<h3 align="center">
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don't forget to `check out <https://github.com/Prismadic/magnet/tree/main/examples>`_ the helpful 💻 examples
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.. raw:: html
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</h3>
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.. raw:: html
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<h3 align="center">
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the small distributed language model toolkit
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.. raw:: html
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</h3>
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.. raw:: html
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<h3 align="center">
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|NET|
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.. raw:: html
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</h3>
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.. raw:: html
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<h4 align="center">
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⚡️ fine-tune state-of-the-art LLMs anywhere, rapidly ⚡️
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.. raw:: html
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</h4>
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🧬 Installation
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----------------
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|DIV|
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.. code:: bash
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pip install llm-magnet
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or
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.. code:: bash
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python3 setup.py install
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🔮 features
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----------------
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|DIV|
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- ⚡️ **It’s Fast**
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- fast on consumer hardware
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- \ *very* fast on Apple Silicon
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- \ **extremely** fast on ROCm/CUDA
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- 🫵 **Automatic or your way**
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- rely on established transformer patterns to let ``magnet`` do the
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work
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- keep your existing data processing functions, bring them to
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``magnet``!
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- 🛰️ **100% Distributed**
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- processing, embedding, storage, retrieval, querying, or inference
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from anywhere
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- as much or as little compute as you need
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- 🧮 **Choose Inference Method**
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- HuggingFace
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- vLLM node
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- GPU
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- mlx
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- 🌎 **Huge Volumes**
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- handle gigantic amounts of data inexpensively
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- fault-tolerant by design
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- decentralized workloads
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- 🔐 **Secure**
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- JWT
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- Basic
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- 🪵 **World-Class Comprehension**
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- \ ``magnet`` optionally logs its own code as it’s executed (yes,
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really)
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- build a self-aware system and allow it to learn from itself
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- emojis are the future
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.. raw:: html
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<h3 align="center">
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learn more about how Prismadic uses 🧲
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subscribe to our `substack <https://prismadic.substack.com>`_
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.. raw:: html
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</h3>
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|A1| |A2|
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Indices and tables
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----------------
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|DIV|
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* :ref:`genindex`
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* :ref:`modindex`
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* :ref:`search`
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.. |A1| image:: https://github.com/Prismadic/.github/raw/main/profile/image_square.jpg
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.. |A2| image:: https://github.com/Prismadic/.github/raw/main/profile/accent_color_square.jpg
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.. |NET| image:: https://github.com/Prismadic/magnet/raw/main/clustered_bidirectional.png
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.. |DIV| image:: https://github.com/Prismadic/magnet/raw/ef68535ecee236ff007638afa56de538b8fafd1a/divider.png

‎_sources/magnet.ic.rst.txt

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magnet.ic package
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=================
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Submodules
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----------
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magnet.ic.field module
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----------------------
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.. automodule:: magnet.ic.field
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:members:
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:undoc-members:
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:show-inheritance:
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‎_sources/magnet.ize.rst.txt

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magnet.ize package
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==================
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Submodules
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----------
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magnet.ize.filings module
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-------------------------
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.. automodule:: magnet.ize.filings
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:members:
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:undoc-members:
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:show-inheritance:
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magnet.ize.memory module
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------------------------
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.. automodule:: magnet.ize.memory
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:members:
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:undoc-members:
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:show-inheritance:

‎_sources/magnet.ron.rst.txt

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magnet.ron package
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==================
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Submodules
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----------
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magnet.ron.llm module
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---------------------
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.. automodule:: magnet.ron.llm
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:members:
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:undoc-members:
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:show-inheritance:
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‎_sources/magnet.rst.txt

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magnet package
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==============
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Subpackages
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-----------
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.. toctree::
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:maxdepth: 5
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magnet.ic
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magnet.ize
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magnet.ron
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magnet.utils

‎_sources/magnet.utils.mlx.rst.txt

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magnet.utils.mlx package
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========================
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Submodules
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----------
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magnet.utils.mlx.mistral module
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-------------------------------
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.. automodule:: magnet.utils.mlx.mistral
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:members:
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:undoc-members:
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:show-inheritance:

‎_sources/magnet.utils.rst.txt

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magnet.utils package
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====================
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Subpackages
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-----------
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.. toctree::
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:maxdepth: 4
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magnet.utils.mlx
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Submodules
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----------
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magnet.utils.data\_classes module
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---------------------------------
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.. automodule:: magnet.utils.data_classes
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:members:
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:undoc-members:
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:show-inheritance:
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magnet.utils.globals module
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---------------------------
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.. automodule:: magnet.utils.globals
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:members:
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:undoc-members:
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:show-inheritance:
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magnet.utils.huggingface module
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-------------------------------
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.. automodule:: magnet.utils.huggingface
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:members:
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:undoc-members:
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:show-inheritance:
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magnet.utils.local module
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-------------------------
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.. automodule:: magnet.utils.local
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:members:
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:undoc-members:
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:show-inheritance:
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magnet.utils.markdown module
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----------------------------
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.. automodule:: magnet.utils.markdown
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:members:
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:undoc-members:
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:show-inheritance:
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magnet.utils.milvus module
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--------------------------
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.. automodule:: magnet.utils.milvus
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:members:
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:undoc-members:
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:show-inheritance:
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magnet.utils.prompts module
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---------------------------
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.. automodule:: magnet.utils.prompts
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:members:
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:undoc-members:
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:show-inheritance:
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‎_sources/modules.rst.txt

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magnet
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==========
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.. toctree::
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:maxdepth: 5
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magnet.ic
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magnet.ize
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magnet.ron
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magnet.utils

‎_sources/setup.rst.txt

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setup module
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============
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.. automodule:: setup
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:members:
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:undoc-members:
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:show-inheritance:

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