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[
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"Cluster scaling - Qdrant",
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] | p | We plan to introduce an auto-scaling functionality. | [
"documentation",
"documentation/cloud",
"documentation/cloud/cluster-scaling"
] | 6,775 |
[
"Cluster scaling - Qdrant",
"Horizontal scaling"
] | /documentation/cloud/cluster-scaling/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(6) | [
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] | p | In Qdrant terms, these ways are called metrics. | [
"documentation",
"documentation/concepts",
"documentation/concepts/search"
] | 6,783 |
[
"Search - Qdrant",
"Metrics"
] | /documentation/concepts/search/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(3) | [
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[
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"Metrics"
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[
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[
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] | p | This process is called query planning. | [
"documentation",
"documentation/concepts",
"documentation/concepts/search"
] | 6,799 |
[
"Search - Qdrant",
"Query planning"
] | /documentation/concepts/search/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(10) | [
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] | li | estimate the cardinality of a filtered result before selecting a strategy | [
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[
"Search - Qdrant",
"Query planning"
] | /documentation/concepts/search/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(2) > li:nth-of-type(4) | [
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[
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] | 6,807 |
[
"Search - Qdrant"
] | /documentation/concepts/search/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h2:nth-of-type(3) | [
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[
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"documentation",
"documentation/concepts",
"documentation/concepts/search"
] | 6,811 |
[
"Search - Qdrant",
"Search API"
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] | p | Parameter limit (or its alias - top) specifies the amount of most similar results we would like to retrieve. | [
"documentation",
"documentation/concepts",
"documentation/concepts/search"
] | 6,812 |
[
"Search - Qdrant",
"Search API"
] | /documentation/concepts/search/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(15) | [
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] | li | hnsw_ef - value that specifies ef parameter of the HNSW algorithm. | [
"documentation",
"documentation/concepts",
"documentation/concepts/search"
] | 6,815 |
[
"Search - Qdrant",
"Search API"
] | /documentation/concepts/search/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(2) | [
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] | li | exact - option to not use the approximate search (ANN). | [
"documentation",
"documentation/concepts",
"documentation/concepts/search"
] | 6,816 |
[
"Search - Qdrant",
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[
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"documentation/concepts/search"
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[
"Search - Qdrant",
"Search API"
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[
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[
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] | p | You can still use payload filtering and other features of the search API with sparse vectors. | [
"documentation",
"documentation/concepts",
"documentation/concepts/search"
] | 6,833 |
[
"Search - Qdrant",
"Search API"
] | /documentation/concepts/search/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(26) | [
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[
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[
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[
"Search - Qdrant",
"Filtering results by score"
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"Search - Qdrant"
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] | p | Additional parameters with_vectors and with_payload | [
"documentation",
"documentation/concepts",
"documentation/concepts/search"
] | 6,844 |
[
"Search - Qdrant",
"Payload and vector in the result"
] | /documentation/concepts/search/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(29) | [
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] | p | You can use with_payload to scope to or filter a specific payload subset. | [
"documentation",
"documentation/concepts",
"documentation/concepts/search"
] | 6,847 |
[
"Search - Qdrant",
"Payload and vector in the result"
] | /documentation/concepts/search/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(31) | [
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] | p | You can even specify an array of items to include, such as city, | [
"documentation",
"documentation/concepts",
"documentation/concepts/search"
] | 6,848 |
[
"Search - Qdrant",
"Payload and vector in the result"
] | /documentation/concepts/search/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(31) | [
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[
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[
"Search - Qdrant",
"Payload and vector in the result"
] | /documentation/concepts/search/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(4) > li:nth-of-type(1) | [
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[
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[
"Search - Qdrant",
"Payload and vector in the result"
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[
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[
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[
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[
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[
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[
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[
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] | p | Is equivalent to retrieving the 11th page with 10 records per page. | [
"documentation",
"documentation/concepts",
"documentation/concepts/search"
] | 6,871 |
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