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Adding cuVS notice to README and front page of docs. #2224

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5 changes: 5 additions & 0 deletions README.md
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# <div align="left"><img src="https://rapids.ai/assets/images/rapids_logo.png" width="90px"/>&nbsp;RAFT: Reusable Accelerated Functions and Tools for Vector Search and More</div>

<span style="color:orange"> <b>NOTICE:</b> The vector search and clustering algorithms in RAFT are being migrated to a new library dedicated to vector search called <i><a href="https://github.com/rapidsai/cuvs">cuVS</a></i>. We will continue to support the vector search algorithms in RAFT during this move, will no longer update them after the RAPIDS 24.06 (June) release. We plan to complete the migration by RAPIDS 24.08 (August) release.</span>
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![RAFT tech stack](img/raft-tech-stack-vss.png)



## Contents
<hr>

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Please see the example [Jupyter notebook](https://github.com/rapidsai/raft/blob/HEAD/notebooks/VectorSearch_QuestionRetrieval.ipynb) to get started RAFT for vector search in Python.



### Information Retrieval

RAFT contains a catalog of reusable primitives for composing algorithms that require fast neighborhood computations, such as
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6 changes: 6 additions & 0 deletions docs/source/index.rst
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RAPIDS RAFT: Reusable Accelerated Functions and Tools for Vector Search and More
================================================================================

.. raw:: html

<span style="color:orange"> <b>NOTICE:</b> The vector search and clustering algorithms in RAFT are being migrated to a new library dedicated to vector search called <i><a href="https://github.com/rapidsai/cuvs">cuVS</a></i>. We will continue to support the vector search algorithms in RAFT during this move, will no longer update them after the RAPIDS 24.06 (June) release. We plan to complete the migration by RAPIDS 24.08 (August) release.</span>
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.. image:: ../../img/raft-tech-stack-vss.png
:width: 800
:alt: RAFT Tech Stack


Useful Resources
################

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