MIT License

Copyright (c) 2025 [Your Name]

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

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Third-Party Software Licenses
================================================================================

This software uses the following third-party software and libraries. Each
component is subject to its own license terms:

--------------------------------------------------------------------------------
Ollama
--------------------------------------------------------------------------------
License: MIT License
Copyright (c) Ollama, Inc.
URL: https://github.com/ollama/ollama
Description: Local LLM runtime for running language models

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

--------------------------------------------------------------------------------
Llama 3.2
--------------------------------------------------------------------------------
License: Llama 3.2 Community License Agreement
Copyright (c) Meta Platforms, Inc.
URL: https://www.llama.com/llama3_2/license/
Description: Large Language Model (1b/3b parameters)

The Llama 3.2 models are subject to the Llama 3.2 Community License Agreement.
For full license terms, please visit:
https://www.llama.com/llama3_2/license/

Summary:
- Free for research and commercial use
- Attribution required
- Restrictions apply for certain use cases
- Model outputs must comply with Meta's Acceptable Use Policy

--------------------------------------------------------------------------------
NumPy
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License: BSD 3-Clause License
Copyright (c) 2005-2024, NumPy Developers
URL: https://numpy.org/doc/stable/license.html
Description: Fundamental package for scientific computing with Python

Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the conditions stated in the
BSD 3-Clause License are met.

--------------------------------------------------------------------------------
pandas
--------------------------------------------------------------------------------
License: BSD 3-Clause License
Copyright (c) 2008-2024, AQR Capital Management, LLC, Lambda Foundry, Inc.
and PyData Development Team
URL: https://pandas.pydata.org/pandas-docs/stable/getting_started/overview.html
Description: Data manipulation and analysis library

Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the conditions stated in the
BSD 3-Clause License are met.

--------------------------------------------------------------------------------
scikit-learn
--------------------------------------------------------------------------------
License: BSD 3-Clause License
Copyright (c) 2007-2024 The scikit-learn developers
URL: https://scikit-learn.org/stable/about.html#license
Description: Machine learning library for Python

Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the conditions stated in the
BSD 3-Clause License are met.

--------------------------------------------------------------------------------
Matplotlib
--------------------------------------------------------------------------------
License: Matplotlib License (BSD-compatible)
Copyright (c) 2002-2024 Matplotlib Development Team
URL: https://matplotlib.org/stable/users/project/license.html
Description: Comprehensive library for creating visualizations in Python

Matplotlib uses a BSD-compatible license. For full license text, see:
https://matplotlib.org/stable/users/project/license.html

--------------------------------------------------------------------------------
Seaborn
--------------------------------------------------------------------------------
License: BSD 3-Clause License
Copyright (c) 2012-2024, Michael Waskom
URL: https://github.com/mwaskom/seaborn/blob/master/LICENSE.md
Description: Statistical data visualization library based on Matplotlib

Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the conditions stated in the
BSD 3-Clause License are met.

--------------------------------------------------------------------------------
Requests
--------------------------------------------------------------------------------
License: Apache License 2.0
Copyright (c) 2019 Kenneth Reitz
URL: https://github.com/psf/requests/blob/main/LICENSE
Description: HTTP library for Python

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at:
http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.

================================================================================
License Compatibility
================================================================================

All third-party licenses (MIT, BSD 3-Clause, Apache 2.0, Llama 3.2 Community
License) are compatible with the MIT License under which this software is
distributed. Users must comply with all applicable license terms when using
this software.

================================================================================
Additional Notes
================================================================================

- For the most up-to-date license information for third-party components,
  please refer to their respective official repositories and websites.
  
- The Llama 3.2 models require acceptance of Meta's Community License Agreement
  before use. Users are responsible for reviewing and complying with this
  agreement.
  
- This software does not redistribute the third-party libraries or models
  directly. Users must install them separately according to the installation
  instructions in the README.md file.

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