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# util
`sentence_transformers.util` defines different helpful functions to work with text embeddings.
## Helper Functions
```{eval-rst}
.. automodule:: sentence_transformers.util
:members: paraphrase_mining, semantic_search, community_detection, http_get, truncate_embeddings, normalize_embeddings, is_training_available, mine_hard_negatives
```
## Model Optimization
```{eval-rst}
.. automodule:: sentence_transformers.backend
:members: export_optimized_onnx_model, export_dynamic_quantized_onnx_model, export_static_quantized_openvino_model
```
## Similarity Metrics
```{eval-rst}
.. automodule:: sentence_transformers.util
:members: cos_sim, pairwise_cos_sim, dot_score, pairwise_dot_score, manhattan_sim, pairwise_manhattan_sim, euclidean_sim, pairwise_euclidean_sim
```
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