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Fixed typos in the kNN documentation #3042

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Merged
merged 2 commits into from
Sep 19, 2025
Merged

Fixed typos in the kNN documentation #3042

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21d2a89
Fixed typos in the kNN documentation
ImadSaddik Sep 19, 2025
e58cc8c
Merge branch 'main' into patch-2
leemthompo Sep 19, 2025
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4 changes: 2 additions & 2 deletions solutions/search/vector/knn.md
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Expand Up @@ -49,7 +49,7 @@ The default type of {{es-serverless}} project is suitable for this use case unle
Refer to [](dense-vector.md#vector-profiles).
:::

## kNN search methods: approxiamte and exact kNN [knn-methods]
## kNN search methods: approximate and exact kNN [knn-methods]

{{es}} supports two methods for kNN search:

Expand Down Expand Up @@ -1224,7 +1224,7 @@ This example will:
* Search using approximate kNN for the top 100 candidates.
* Rescore the top 20 candidates (`oversample * k`) per shard using the original, non quantized vectors.
* Return the top 10 (`k`) rescored candidates.
* Merge the rescored canddidates from all shards, and return the top 10 (`k`) results.
* Merge the rescored candidates from all shards, and return the top 10 (`k`) results.

#### Additional rescoring techniques [dense-vector-knn-search-rescoring-rescore-additional]

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