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[DOCS] Update semantic-reranking.asciidoc (#114299)
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leemthompo authored Oct 8, 2024
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Expand Up @@ -31,7 +31,6 @@ Semantic re-ranking enables a variety of use cases:

* *Semantic retrieval results re-ranking*
** Improves results from semantic retrievers using ELSER sparse vector embeddings or dense vector embeddings by using more powerful models.
** Adds a refinement layer on top of hybrid retrieval with <<rrf, reciprocal rank fusion (RRF)>>.

* *General applications*
** Supports automatic and transparent chunking, eliminating the need for pre-chunking at index time.
Expand Down Expand Up @@ -135,4 +134,4 @@ POST _search
* Read the <<retriever,retriever reference documentation>> for syntax and implementation details
* Learn more about the <<retrievers-overview,retrievers>> abstraction
* Learn more about the Elastic <<inference-apis,Inference APIs>>
* Check out our https://github.com/elastic/elasticsearch-labs/blob/main/notebooks/integrations/cohere/cohere-elasticsearch.ipynb[Python notebook] for using Cohere with {es}
* Check out our https://github.com/elastic/elasticsearch-labs/blob/main/notebooks/integrations/cohere/cohere-elasticsearch.ipynb[Python notebook] for using Cohere with {es}

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