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GeorgeandAndrey Vasnetsov faad182279 Filtered search benchmarks (#112)
* new: add filtered search bench draft

* new: update filtered search benchmark post

* new: render article

* refactoring: add newlines

* new: add filtered search bench file structure, add chart

* fix: fix plot preselect

* fix: fix canvas id

* debug: debug js

* debug: add benchmark filter search script to header

* fix: fix filter search plot selection

* new: update benchmark data

* refactoring: remove commented code

* fix: fix bench data

* new: fix labels order

* new: sort dataset labels

* new: add some text

* fix: fix descriptions

* debug: fix mapping not allowed yaml parsing error

* new: update bench data

* fix: fix dataset name

* new: update bench data

* fix: fix qdrant kw small vocab

* text for the articles

* upd text

* fix: fix typos

* new: replace bars with scatter plots

* fix: fix method calls

* debug: add initializer

* fix: replace debug const with variable

* new: remove data based split, remain only one plot

* fix: remove geo data for milvus

* new: remove range data for weaviate

* new: remove int 2048 for milvus, as it crashes at the moment

* upd graphs

* link

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Co-authored-by: Andrey Vasnetsov <andrey@vasnetsov.com>
2023-02-16 15:40:22 +01:00

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---
title: Vector Database Benchmarks
description: The first comparative benchmark and benchmarking framework for vector search engines and vector databases.
keywords:
- vector databases comparative benchmark
- ANN Benchmark
- Qdrant vs Milvus
- Qdrant vs Weaviate
- Qdrant vs Redis
- Qdrant vs ElasticSearch
- benchmark
- performance
- latency
- RPS
- comparison
- vector search
- embedding
preview_image: /benchmarks/benchmark-1.png
seo_schema: { "@context": "https://schema.org", "@type": "Article", "headline": "Vector Search Comparative Benchmarks", "image": [ "https://qdrant.tech/benchmarks/benchmark-1.png" ], "abstract": "The first comparative benchmark and benchmarking framework for vector search engines", "datePublished": "2022-08-23", "dateModified": "2022-08-23", "author": [{ "@type": "Organization", "name": "Qdrant", "url": "https://qdrant.tech" }] }
---