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README.md

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@@ -388,7 +388,7 @@ retrieved_docs = vector_store.similarity_search_by_vector(query_vector, k=1)
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<summary> Txtai </summary>
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<br>
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Model2Vec can be used in [txtai](https://github.com/neuml/txtai) for text embeddings, nearest-neighbors search, and any of the other functionalities that txtai offers. The following code snippet shows how to use Model2Vec in txtai:
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Model2Vec can be used in [txtai](https://github.com/neuml/txtai) for text embeddings, nearest-neighbors search, and any of the other functionalities that txtai offers. The following code snippet shows how to use Model2Vec in txtai after installing the `txtai` package (including the `vectors`) dependency with `pip install txtai[vectors]`:
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```python
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from txtai import Embeddings

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