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Update neural-search-tutorial.md #11223

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4 changes: 2 additions & 2 deletions _tutorials/vector-search/neural-search-tutorial.md
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Expand Up @@ -717,7 +717,7 @@ GET /my-nlp-index/_search?search_pipeline=nlp-search-pipeline
```
{% include copy-curl.html %}

Not only does OpenSearch return documents that match the semantic meaning of `wild west`, but now the documents containing words related to the wild west theme are also scored higher relative to the others:
Not only does OpenSearch return documents that match the semantic meaning of `wild west`, but now the documents containing words related to the cowboy rodeo bronco theme are also scored higher relative to the others:

<details markdown="block">
<summary>
Expand Down Expand Up @@ -896,4 +896,4 @@ DELETE /_plugins/_ml/model_groups/Z1eQf4oB5Vm0Tdw8EIP2

## Next steps

- Explore [AI search]({{site.url}}{{site.baseurl}}/vector-search/ai-search/index/) in OpenSearch.
- Explore [AI search]({{site.url}}{{site.baseurl}}/vector-search/ai-search/index/) in OpenSearch.