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[
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[
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[
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[
"Quantization - Qdrant"
] | /documentation/guides/quantization/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h2:nth-of-type(6) | [
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[
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[
"Quantization - Qdrant",
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] | p | In this section, we will discuss how to tune the search precision. | [
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"documentation/guides",
"documentation/guides/quantization"
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[
"Quantization - Qdrant",
"Accuracy tuning"
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] | p | The fastest way to understand the impact of quantization on the search quality is to compare the search results with and without quantization. | [
"documentation",
"documentation/guides",
"documentation/guides/quantization"
] | 8,211 |
[
"Quantization - Qdrant",
"Accuracy tuning"
] | /documentation/guides/quantization/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(52) | [
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"documentation",
"documentation/guides",
"documentation/guides/quantization"
] | 8,212 |
[
"Quantization - Qdrant",
"Accuracy tuning"
] | /documentation/guides/quantization/ | 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(1) | [
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[
"Quantization - Qdrant",
"Accuracy tuning"
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[
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[
"Quantization - Qdrant",
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] | li | By adjusting the quantile, you find an optimal value that will provide the best search quality for your collection. | [
"documentation",
"documentation/guides",
"documentation/guides/quantization"
] | 8,216 |
[
"Quantization - Qdrant",
"Accuracy tuning"
] | /documentation/guides/quantization/ | 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(1) > p | [
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[
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[
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] | p | For example, if you set the quantile to 0.99, 1% of the extreme values will be excluded. | [
"documentation",
"documentation/guides",
"documentation/guides/quantization"
] | 8,219 |
[
"Quantization - Qdrant",
"Accuracy tuning"
] | /documentation/guides/quantization/ | 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(1) > p | [
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[
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[
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] | p | On large collections, this can improve the search quality, with just minor performance impact. | [
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"documentation/guides",
"documentation/guides/quantization"
] | 8,224 |
[
"Quantization - Qdrant"
] | /documentation/guides/quantization/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h4:nth-of-type(2) | [
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[
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[
"Quantization - Qdrant",
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"documentation/guides/quantization"
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[
"Quantization - Qdrant",
"Memory and speed tuning"
] | /documentation/guides/quantization/ | 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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] | p | This is the fastest mode, but requires a lot of RAM. | [
"documentation",
"documentation/guides",
"documentation/guides/quantization"
] | 8,232 |
[
"Quantization - Qdrant",
"Memory and speed tuning"
] | /documentation/guides/quantization/ | 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) > p | [
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"documentation",
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"documentation/guides/quantization"
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[
"Quantization - Qdrant",
"Memory and speed tuning"
] | /documentation/guides/quantization/ | 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(2) > p | [
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[
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[
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[
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"documentation",
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] | 8,249 |
[
"Telemetry - Qdrant",
"Why do we collect telemetry?"
] | /documentation/guides/telemetry/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(2) | [
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"documentation",
"documentation/guides",
"documentation/guides/telemetry"
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[
"Telemetry - Qdrant",
"Why do we collect telemetry?"
] | /documentation/guides/telemetry/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(2) | [
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] | p | To do this, we need to understand how it performs in real-world scenarios. | [
"documentation",
"documentation/guides",
"documentation/guides/telemetry"
] | 8,251 |
[
"Telemetry - Qdrant",
"Why do we collect telemetry?"
] | /documentation/guides/telemetry/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(2) | [
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"documentation",
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[
"Telemetry - Qdrant",
"Why do we collect telemetry?"
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[
"Telemetry - Qdrant",
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"documentation",
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[
"Telemetry - Qdrant",
"Why do we collect telemetry?"
] | /documentation/guides/telemetry/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(4) | [
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"documentation",
"documentation/guides",
"documentation/guides/telemetry"
] | 8,255 |
[
"Telemetry - Qdrant",
"Why do we collect telemetry?"
] | /documentation/guides/telemetry/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(4) | [
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"documentation/guides/telemetry"
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[
"Telemetry - Qdrant"
] | /documentation/guides/telemetry/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h2:nth-of-type(2) | [
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"documentation",
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"documentation/guides/telemetry"
] | 8,257 |
[
"Telemetry - Qdrant",
"What information is collected?"
] | /documentation/guides/telemetry/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(5) | [
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] | p | There are 3 types of information that we collect: | [
"documentation",
"documentation/guides",
"documentation/guides/telemetry"
] | 8,258 |
[
"Telemetry - Qdrant",
"What information is collected?"
] | /documentation/guides/telemetry/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(1) > li:nth-of-type(1) | [
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[
"Telemetry - Qdrant",
"What information is collected?"
] | /documentation/guides/telemetry/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(1) > li:nth-of-type(3) | [
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[
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[
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"documentation",
"documentation/guides",
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[
"Telemetry - Qdrant",
"We never collect the following information:"
] | /documentation/guides/telemetry/ | 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(1) | [
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[
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[
"Telemetry - Qdrant",
"How do we anonymize data?"
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[
"Telemetry - Qdrant",
"How do we anonymize data?"
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] | p | That is why we make an extra effort to ensure your privacy. | [
"documentation",
"documentation/guides",
"documentation/guides/telemetry"
] | 8,272 |
[
"Telemetry - Qdrant",
"How do we anonymize data?"
] | /documentation/guides/telemetry/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(7) | [
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"documentation",
"documentation/guides",
"documentation/guides/telemetry"
] | 8,273 |
[
"Telemetry - Qdrant",
"How do we anonymize data?"
] | /documentation/guides/telemetry/ | 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(1) | [
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[
"Telemetry - Qdrant",
"How do we anonymize data?"
] | /documentation/guides/telemetry/ | 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(1) | [
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[
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] | li | We round all big numbers, so that the last digits are always 0. | [
"documentation",
"documentation/guides",
"documentation/guides/telemetry"
] | 8,277 |
[
"Telemetry - Qdrant",
"How do we anonymize data?"
] | /documentation/guides/telemetry/ | 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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"documentation",
"documentation/guides",
"documentation/guides/telemetry"
] | 8,278 |
[
"Telemetry - Qdrant",
"How do we anonymize data?"
] | /documentation/guides/telemetry/ | 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(3) | [
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"documentation",
"documentation/guides",
"documentation/guides/telemetry"
] | 8,279 |
[
"Telemetry - Qdrant",
"How do we anonymize data?"
] | /documentation/guides/telemetry/ | 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(3) | [
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] | li | So no collection or field names will leak into the telemetry. | [
"documentation",
"documentation/guides",
"documentation/guides/telemetry"
] | 8,280 |
[
"Telemetry - Qdrant",
"How do we anonymize data?"
] | /documentation/guides/telemetry/ | 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(4) | [
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] | p | You can deactivate telemetry by: | [
"documentation",
"documentation/guides",
"documentation/guides/telemetry"
] | 8,285 |
[
"Telemetry - Qdrant",
"Deactivate telemetry"
] | /documentation/guides/telemetry/ | 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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"documentation",
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[
"Telemetry - Qdrant",
"Deactivate telemetry"
] | /documentation/guides/telemetry/ | 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(2) | [
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"documentation/guides/telemetry"
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[
"Telemetry - Qdrant",
"Deactivate telemetry"
] | /documentation/guides/telemetry/ | 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(3) | [
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] | li | using cli option --disable-telemetry | [
"documentation",
"documentation/guides",
"documentation/guides/telemetry"
] | 8,288 |
[
"Telemetry - Qdrant",
"Deactivate telemetry"
] | /documentation/guides/telemetry/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(11) | [
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[
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"documentation/guides/telemetry"
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[
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] | p | To do so, send an email to [email protected] containing the unique identifier generated for your Qdrant installation. | [
"documentation",
"documentation/guides",
"documentation/guides/telemetry"
] | 8,293 |
[
"Telemetry - Qdrant",
"Request information deletion"
] | /documentation/guides/telemetry/ | html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(14) | [
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"documentation",
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[
"Telemetry - Qdrant",
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"documentation/guides/telemetry"
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[
"Monitoring - Qdrant"
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[
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] | p | You can | [
"documentation",
"documentation/guides",
"documentation/guides/monitoring"
] | 8,299 |
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