diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..567772b
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,172 @@
+aiofiles @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_f56ag8l7kr/croot/aiofiles_1683773599608/work
+aiohttp==3.8.6
+aiosignal==1.3.1
+aiosqlite @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_3d75lecab1/croot/aiosqlite_1683773918307/work
+annotated-types==0.6.0
+anyio @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/croot-t_zs64wy/anyio_1644482593257/work/dist
+appnope @ file:///Users/ktietz/demo/mc3/conda-bld/appnope_1629146036738/work
+argon2-cffi @ file:///opt/conda/conda-bld/argon2-cffi_1645000214183/work
+argon2-cffi-bindings @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/croot-wbf5edig/argon2-cffi-bindings_1644845754377/work
+asttokens @ file:///opt/conda/conda-bld/asttokens_1646925590279/work
+async-timeout==4.0.3
+attrs @ file:///private/var/folders/k1/30mswbxs7r1g6zwn8y4fyt500000gp/T/abs_224434dqzl/croot/attrs_1695717839274/work
+Babel @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_00k1rl2pus/croot/babel_1671781944131/work
+backcall @ file:///home/ktietz/src/ci/backcall_1611930011877/work
+beautifulsoup4 @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_fa78jvo_0n/croot/beautifulsoup4-split_1681493044306/work
+bleach @ file:///opt/conda/conda-bld/bleach_1641577558959/work
+brotlipy==0.7.0
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+certifi @ file:///private/var/folders/k1/30mswbxs7r1g6zwn8y4fyt500000gp/T/abs_3bweqb8byn/croot/certifi_1690232244779/work/certifi
+cffi @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_ab19r4bji3/croot/cffi_1670423206034/work
+chardet==3.0.4
+charset-normalizer @ file:///tmp/build/80754af9/charset-normalizer_1630003229654/work
+click==8.1.7
+comm @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_b19kb7be6_/croot/comm_1671231124262/work
+cryptography @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_905z2r5rpq/croot/cryptography_1694211573866/work
+dataclasses-json==0.6.1
+debugpy @ file:///private/var/folders/k1/30mswbxs7r1g6zwn8y4fyt500000gp/T/abs_563_nwtkoc/croot/debugpy_1690905063850/work
+decorator @ file:///opt/conda/conda-bld/decorator_1643638310831/work
+defusedxml @ file:///tmp/build/80754af9/defusedxml_1615228127516/work
+docx==0.2.4
+docx2txt==0.8
+entrypoints @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_croot-jb01gaox/entrypoints_1650293758411/work
+exceptiongroup @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_39x5d_sfd0/croot/exceptiongroup_1668714346145/work
+executing @ file:///opt/conda/conda-bld/executing_1646925071911/work
+fastjsonschema @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_43a0jaiddu/croots/recipe/python-fastjsonschema_1661368628129/work
+filelock==3.12.4
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+fsspec==2023.9.2
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+hopfield-layers @ git+https://github.com/ml-jku/hopfield-layers@f56f929c95b77a070ae675ea4f56b6d54d36e730
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+idna==2.10
+importlib-metadata @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_84cgjb624t/croot/importlib-metadata_1678997087058/work
+ipykernel @ file:///private/var/folders/k1/30mswbxs7r1g6zwn8y4fyt500000gp/T/abs_98tee4lcge/croot/ipykernel_1691121640975/work
+ipython @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_6599f73fa7/croot/ipython_1694181355402/work
+ipython-genutils @ file:///tmp/build/80754af9/ipython_genutils_1606773439826/work
+ipywidgets @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_f07ugy1hvo/croot/ipywidgets_1679394821999/work
+jedi @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/croot-f1t6hma6/jedi_1644315882177/work
+Jinja2 @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_9fjgzv9ant/croot/jinja2_1666908141308/work
+joblib==1.3.2
+json5 @ file:///tmp/build/80754af9/json5_1624432770122/work
+jsonpatch==1.33
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+jsonschema @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_d9tjy9j5w9/croot/jsonschema_1676558687376/work
+jupyter @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_c96hs6nzjt/croots/recipe/jupyter_1659349054648/work
+jupyter-console @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_62liw5pns2/croot/jupyter_console_1679999641189/work
+jupyter-events @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_23dk3_r5iy/croot/jupyter_events_1684268066707/work
+jupyter-server @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_c8338fkvq6/croot/jupyter_server_1671707627219/work
+jupyter-ydoc @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_1djmqkjwof/croot/jupyter_ydoc_1683747243427/work
+jupyter_client @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_aen57n2aow/croot/jupyter_client_1676329104065/work
+jupyter_core @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_d1sy1hlz9t/croot/jupyter_core_1679906585151/work
+jupyter_server_fileid @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_a5j1mo_1cs/croot/jupyter_server_fileid_1684273608144/work
+jupyter_server_ydoc @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_47q6o0w705/croot/jupyter_server_ydoc_1686767400324/work
+jupyterlab @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_a5omaxlzc0/croot/jupyterlab_1686179674589/work
+jupyterlab-pygments @ file:///tmp/build/80754af9/jupyterlab_pygments_1601490720602/work
+jupyterlab-widgets @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_65wwn9cwab/croot/jupyterlab_widgets_1679055283460/work
+jupyterlab_server @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_0fmfqwbrd7/croot/jupyterlab_server_1680792517631/work
+langchain==0.0.310
+langsmith==0.0.43
+llama-index==0.7.8
+lxml @ file:///private/var/folders/k1/30mswbxs7r1g6zwn8y4fyt500000gp/T/abs_b1f_3r_n5v/croot/lxml_1695058169427/work
+MarkupSafe @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_12c133f5-0720-4727-9c18-599a3af825723lzwham3/croots/recipe/markupsafe_1654597866058/work
+marshmallow==3.20.1
+matplotlib-inline @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_f6fdc0hldi/croots/recipe/matplotlib-inline_1662014472341/work
+mistune @ file:///Users/ktietz/demo/mc3/conda-bld/mistune_1629356075445/work
+mpmath==1.3.0
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+mypy-extensions==1.0.0
+nbclassic @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_d6oy9w0m3l/croot/nbclassic_1681756176477/work
+nbclient @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_croot-08wgx75f/nbclient_1650373566605/work
+nbconvert @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_36au3u9s44/croot/nbconvert_1668450648628/work
+nbformat @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_cbnf5nccgk/croot/nbformat_1694616744196/work
+nest-asyncio @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_6b_e0dr4lw/croot/nest-asyncio_1672387130036/work
+networkx==3.1
+nltk==3.8.1
+notebook @ file:///private/var/folders/k1/30mswbxs7r1g6zwn8y4fyt500000gp/T/abs_37zamp3vxi/croot/notebook_1690984825122/work
+notebook_shim @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_f8mr1gjfb7/croot/notebook-shim_1668160580414/work
+numpy==1.26.0
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+packaging @ file:///private/var/folders/k1/30mswbxs7r1g6zwn8y4fyt500000gp/T/abs_6dm6d4jd_t/croot/packaging_1693575176524/work
+pandas==2.1.1
+pandocfilters @ file:///opt/conda/conda-bld/pandocfilters_1643405455980/work
+parso @ file:///opt/conda/conda-bld/parso_1641458642106/work
+pexpect @ file:///tmp/build/80754af9/pexpect_1605563209008/work
+pickleshare @ file:///tmp/build/80754af9/pickleshare_1606932040724/work
+Pillow==10.1.0
+platformdirs @ file:///private/var/folders/k1/30mswbxs7r1g6zwn8y4fyt500000gp/T/abs_a8u4fy8k9o/croot/platformdirs_1692205661656/work
+ply==3.11
+prometheus-client @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_25sgeyk0j5/croots/recipe/prometheus_client_1659455103277/work
+prompt-toolkit @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_0blbsngvis/croot/prompt-toolkit_1672387317724/work
+psutil @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_1310b568-21f4-4cb0-b0e3-2f3d31e39728k9coaga5/croots/recipe/psutil_1656431280844/work
+ptyprocess @ file:///tmp/build/80754af9/ptyprocess_1609355006118/work/dist/ptyprocess-0.7.0-py2.py3-none-any.whl
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+pycparser @ file:///tmp/build/80754af9/pycparser_1636541352034/work
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+pyOpenSSL @ file:///private/var/folders/k1/30mswbxs7r1g6zwn8y4fyt500000gp/T/abs_b8whqav6qm/croot/pyopenssl_1690223428943/work
+PyQt5-sip==12.11.0
+pyrsistent @ file:///Users/ktietz/demo/mc3/conda-bld/pyrsistent_1628941062930/work
+PySocks @ file:///Users/ktietz/Code/oss/ci_pkgs/pysocks_1626781349491/work
+python-dateutil @ file:///tmp/build/80754af9/python-dateutil_1626374649649/work
+python-docx==1.0.1
+python-json-logger @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_c3baq2ko4j/croot/python-json-logger_1683823815343/work
+pytz @ file:///private/var/folders/k1/30mswbxs7r1g6zwn8y4fyt500000gp/T/abs_6btwyyj8a1/croot/pytz_1695131592184/work
+PyYAML==6.0.1
+pyzmq @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_8599562e-e9e5-443b-91db-7f7c0ba6aad3mrdoyvz4/croots/recipe/pyzmq_1657724196154/work
+qtconsole @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_86g4aht18r/croot/qtconsole_1681394233851/work
+QtPy @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_90hl8ymlpx/croots/recipe/qtpy_1662014534092/work
+regex==2023.10.3
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+rfc3986==1.5.0
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+safetensors==0.4.0
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+sip @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_fbqiv4bzwo/croots/recipe/sip_1659012372184/work
+six @ file:///tmp/build/80754af9/six_1644875935023/work
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+tomli @ file:///private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_d0e5ffbf-5cf1-45be-8693-c5dff8108a2awhthtjlq/croots/recipe/tomli_1657175508477/work
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+tzdata==2023.3
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+wikipedia==1.4.0
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