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Framework for benchmarking vector search engines

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updates: - [github.com/pre-commit/pre-commit-hooks: v5.0.0 → v6.0.0](https://github.com/pre-commit/pre-commit-hooks/compare/v5.0.0...v6.0.0) - https://github.com/psf/black → https://github.com/psf/black-pre-commit-mirror - [github.com/psf/black-pre-commit-mirror: 24.10.0 → 25.12.0](https://github.com/psf/black-pre-commit-mirror/compare/24.10.0...25.12.0) - [github.com/PyCQA/isort: 5.13.2 → 7.0.0](https://github.com/PyCQA/isort/compare/5.13.2...7.0.0) - [github.com/astral-sh/ruff-pre-commit: v0.8.6 → v0.14.10](https://github.com/astral-sh/ruff-pre-commit/compare/v0.8.6...v0.14.10)

Thanks for the excellent job of qdrant team so that I can use this rep as my benchmark tools for testing Apache Doris Vector Search. I create this pull request,...

It seems to derive a docker image from a branch name, and ``` Error response from daemon: invalid reference format ``` Perhaps, documenting, escaping it or checking early would improve...

This PR adds a very minimal and basic implementation of the Apache Cassandra® engine to the benchmark tool / suite.

# What is the issue? I am trying to run the benchmark on my own adding in a new vector database LanceDB specifically to compare filter search performance. When I...

i want to see clickhouse benchmarks, so i made this PR for comparision with other databases. i would appreciate any comments and remarks to fix something, that i did not...

## Steps to reproduce: run weaviate OSS image ``` docker run -p 8080:8080 -p 50051:50051 cr.weaviate.io/semitechnologies/weaviate:1.29.1 ``` run benchmark ``` python3 run.py --engines weaviate-m-* --datasets arxiv-titles-384-angular-filters --host ``` ## Snippet...