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Fixing links again (#697)
* use relative links instead of absolute * add trailing slashes to avoid 301 redirect * add trailing slashes to avoid 301 redirect * make link checker unhappy with local redirects * test if ci fails (should fail) * rollback: test if ci fails (should fail)
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@@ -12,14 +12,14 @@ A key feature of Qdrant is the effective combination of vector and traditional i
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The indexes in the segments exist independently, but the parameters of the indexes themselves are configured for the whole collection.
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Not all segments automatically have indexes.
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Their necessity is determined by the [optimizer](../optimizer) settings and depends, as a rule, on the number of stored points.
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Their necessity is determined by the [optimizer](../optimizer/) settings and depends, as a rule, on the number of stored points.
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## Payload Index
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Payload index in Qdrant is similar to the index in conventional document-oriented databases.
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This index is built for a specific field and type, and is used for quick point requests by the corresponding filtering condition.
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The index is also used to accurately estimate the filter cardinality, which helps the [query planning](../search#query-planning) choose a search strategy.
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The index is also used to accurately estimate the filter cardinality, which helps the [query planning](../search/#query-planning) choose a search strategy.
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Creating an index requires additional computational resources and memory, so choosing fields to be indexed is essential. Qdrant does not make this choice but grants it to the user.
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@@ -299,7 +299,7 @@ storage:
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```
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And so in the process of creating a [collection](../collections). The `ef` parameter is configured during [the search](../search) and by default is equal to `ef_construct`.
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And so in the process of creating a [collection](../collections/). The `ef` parameter is configured during [the search](../search/) and by default is equal to `ef_construct`.
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HNSW is chosen for several reasons.
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First, HNSW is well-compatible with the modification that allows Qdrant to use filters during a search.
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