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Update README.md
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README.md

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[![](https://img.shields.io/badge/arXiv-2008.09470-00ff00.svg)](http://arxiv.org/abs/2008.09470)
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Updates:
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**Updates:**
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* New pre-trained transformer models available
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* Ability to use any embedding model by passing callable to `embedding_model`
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* Document chunking options for long documents

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