Add blog on binary vector support in KNN#3418
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nateynateynate merged 8 commits intoopensearch-project:mainfrom Nov 25, 2024
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Add blog on binary vector support in KNN#3418nateynateynate merged 8 commits intoopensearch-project:mainfrom
nateynateynate merged 8 commits intoopensearch-project:mainfrom
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heemin32
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Signed-off-by: Heemin Kim <heemin@amazon.com>
Contributor
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I've reviewed the blog. It looks good in terms of content. |
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Author
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@pajuric Please review this PR. |
Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
natebower
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Nov 13, 2024
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@kolchfa-aws Editorial review complete. Please see my comments and changes and let me know if you have any questions. Thanks!
Co-authored-by: Nathan Bower <nbower@amazon.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
…ectors.md Co-authored-by: Nathan Bower <nbower@amazon.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
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@pajuric: I've addressed editorial comments. Could you review/update the meta for this blog, and it'll be ready for publishing. |
Fix typo Signed-off-by: Heemin Kim <heemin@amazon.com>
pajuric
reviewed
Nov 19, 2024
| categories: | ||
| - technical-posts | ||
| meta_keywords: binary vectors, vector search, efficient vector storage, binary vector performance, large-scale search, cost-effective vector scaling, memory-efficient vectors | ||
| meta_description: Binary vectors significantly reduce memory and storage demands by over 90% compared to FP32 vectors, making them a powerful choice for large-scale vector search applications. Binary vectors help manage massive datasets efficiently, improving performance and cutting costs. |
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Please update the meta keywords and description with the following:
meta keywords: vector search, binary vectors in OpenSearch, k-NN plugin, difference between FP32 and binary vectors, Binary vector challenges, HNSW algorithm
meta description: Explore how binary vectors in OpenSearch revolutionize large-scale vector search, offering significant cost savings and performance improvements over traditional FP32 vectors.
Signed-off-by: Heemin Kim <heemin@amazon.com>
pajuric
reviewed
Nov 19, 2024
| - vamshin | ||
| - dylantong | ||
| - kolchfa | ||
| date: 2024-10-30 00:00:00 -0700 |
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Please update the date to 2024-11-21 and we'll publish this on Thursday,
Signed-off-by: Heemin Kim <heemin@amazon.com>
pajuric
reviewed
Nov 25, 2024
| - vamshin | ||
| - dylantong | ||
| - kolchfa | ||
| date: 2024-11-21 00:00:00 -0700 |
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Update to 2024-11-25 and we'll push this now.
kolchfa-aws
reviewed
Nov 25, 2024
…ectors.md Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
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Pushing to staging. |
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Description
Add blog on binary vector support in KNN
Issues Resolved
#3417
Check List
By submitting this pull request, I confirm that my contribution is made under the terms of the BSD-3-Clause License.