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Fix Neural Sparse formatting issue (opensearch-project#10015)
Fixes opensearch-project#9978 Signed-off-by: Naarcha-AWS <[email protected]>
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_vector-search/ai-search/neural-sparse-with-pipelines.md

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@@ -69,6 +69,7 @@ The following tables provide a search relevance comparison for all available com
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| Bi-encoder| `amazon/neural-sparse/opensearch-neural-sparse-encoding-v2-distill` | `amazon/neural-sparse/opensearch-neural-sparse-encoding-v2-distill` | 0.528 | 67M |
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**For Multilingual:**
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| Mode | Ingestion model | Search model | Avg search relevance on MIRACL | Model parameters |
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|-----------|---------------------------------------------------------------|---------------------------------------------------------------|------------------------------|------------------|
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| Doc-only | `amazon/neural-sparse/opensearch-neural-sparse-encoding-multilingual-v1` | `amazon/neural-sparse/opensearch-neural-sparse-tokenizer-multilingual-v1` | 0.629 | 168M |
@@ -525,4 +526,4 @@ To mitigate throttling exceptions, decrease the maximum number of connections sp
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## Next steps
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- Explore our [tutorials]({{site.url}}{{site.baseurl}}/vector-search/tutorials/) to learn how to build AI search applications.
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- Explore our [tutorials]({{site.url}}{{site.baseurl}}/vector-search/tutorials/) to learn how to build AI search applications.

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