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Update README.md

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@@ -4,10 +4,16 @@ language:
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  - en
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  ---
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  The original data from http://sbert.net/datasets/simplewiki-2020-11-01.jsonl.gz.
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  We use `nq_distilbert-base-v1` model encode all the data to the PyTorch Tensors. And `normalize` the embeddings by using `sentence_transformers.util.normalize_embeddings`.
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  ## Installing the package
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@@ -15,7 +21,7 @@ We use `nq_distilbert-base-v1` model encode all the data to the PyTorch Tensors.
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  !pip install sentence-transformers==2.3.1
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  ```
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- ## The coding part
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  ```python
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  - en
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+ Only for the reaseaching usage.
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+
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  The original data from http://sbert.net/datasets/simplewiki-2020-11-01.jsonl.gz.
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  We use `nq_distilbert-base-v1` model encode all the data to the PyTorch Tensors. And `normalize` the embeddings by using `sentence_transformers.util.normalize_embeddings`.
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+ ## How to use
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+
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+ See notebook [Wikipedia Q&A Retrieval-Semantic Search](https://www.kaggle.com/code/aisuko/wikipedia-q-a-retrieval-semantic-search)
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+
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  ## Installing the package
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  !pip install sentence-transformers==2.3.1
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  ```
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+ ## The converting process
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  ```python
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