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Add the article about Scalar Quantization (#120)

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* Add the first draft of the scalar quantization article

* Change latex new lines

* Change latex new lines

* Remove \prime in Latex

* Use Latex equation

* docs auto-sync

* Double-escape the slashes

* Fix the float32 to int8 conversion image

* Change Latex new lines

* Add asterisks to terms

* Add benchmarks and Qdrant implementation notes

* Change table layout - put ef to the header

* Add RPS benchmark, edit social preview image

* Make PR requested changes

* Fix YAML

* Adapt social preview image

* Remove insert time + change i8 to u8 on images

* review suggestions

* grammar

* Update qdrant-landing/content/articles/scalar-quantization.md

Co-authored-by: Arnaud Gourlay <arnaud.gourlay@gmail.com>

* Update qdrant-landing/content/articles/scalar-quantization.md

Co-authored-by: Arnaud Gourlay <arnaud.gourlay@gmail.com>

* Update qdrant-landing/content/articles/scalar-quantization.md

Co-authored-by: Arnaud Gourlay <arnaud.gourlay@gmail.com>

* Adapt publishing date and weight

---------

Co-authored-by: qdrant <qdrant@users.noreply.github.com>
Co-authored-by: Andrey Vasnetsov <andrey@vasnetsov.com>
Co-authored-by: Arnaud Gourlay <arnaud.gourlay@gmail.com>
This commit is contained in:
Kacper Łukawski
2023-03-27 12:04:55 +02:00
committed by GitHub
co-authored by Arnaud Gourlay qdrant Andrey Vasnetsov
parent 47b016ddde
commit d801a8fb1e
11 changed files with 299 additions and 0 deletions
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