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  This model can be used to build embeddings databases with [txtai](https://github.com/neuml/txtai) for semantic search and/or as a knowledge source for retrieval augmented generation (RAG).
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- _Note: txtai 9.0.0+ is required for sparse vector scoring support_
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  ```python
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  import txtai
 
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  This model can be used to build embeddings databases with [txtai](https://github.com/neuml/txtai) for semantic search and/or as a knowledge source for retrieval augmented generation (RAG).
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+ _Note: txtai 9.0+ is required for sparse vector scoring support_
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  ```python
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  import txtai