Vectordb-bench

What's Changed
* update zillizcloud results (2024-01) by alwayslove2013 in https://github.com/zilliztech/VectorDBBench/pull/295
* add zillizcloud failed results by alwayslove2013 in https://github.com/zilliztech/VectorDBBench/pull/296
* Add support for HNSW index in pgvector client by wahajali in https://github.com/zilliztech/VectorDBBench/pull/294

Bug fixes
* fix qdrant_cloud import bugs by alwayslove2013 in https://github.com/zilliztech/VectorDBBench/pull/300
* fix the label of zillizcloud test results (Jan 2024) by alwayslove2013 in https://github.com/zilliztech/VectorDBBench/pull/302
* fix: new interface of pgvecto.rs after v0.2 by cutecutecat in https://github.com/zilliztech/VectorDBBench/pull/301
* fix qdrant client: compatibe with open-source qdrant by alwayslove2013 in https://github.com/zilliztech/VectorDBBench/pull/308

New Contributors
* wahajali made their first contribution in https://github.com/zilliztech/VectorDBBench/pull/294

**Full Changelog**: https://github.com/zilliztech/VectorDBBench/compare/v0.0.7...v0.0.8

What's Changed
* Improving the performance of PGVectors by yugeeklab in https://github.com/zilliztech/VectorDBBench/pull/235
* add new search_params for zillzcloud: level by alwayslove2013 in https://github.com/zilliztech/VectorDBBench/pull/274
* add new index_type for milvus: ivf_sq8 by alwayslove2013 in https://github.com/zilliztech/VectorDBBench/pull/277
* add dev container support by zhjwpku in https://github.com/zilliztech/VectorDBBench/pull/280
* enhance: Support for windows by XuanYang-cn in https://github.com/zilliztech/VectorDBBench/pull/290

Bug fixes
* test: fix UT unable to iter local cohere 10M by XuanYang-cn in https://github.com/zilliztech/VectorDBBench/pull/266
* Fix normalization on data by dangkhoasdc in https://github.com/zilliztech/VectorDBBench/pull/259
* Make Docker Images for VectorDB Bench by ljqcodelove in https://github.com/zilliztech/VectorDBBench/pull/244
* issue 276 by s-gruneberg in https://github.com/zilliztech/VectorDBBench/pull/278
* fix: tell setuptools to find package by vectordb_bench by XuanYang-cn in https://github.com/zilliztech/VectorDBBench/pull/282
* fix: Unable to find module "vectordb_bench" by XuanYang-cn in https://github.com/zilliztech/VectorDBBench/pull/289
* fix: Unable to download some files from AliyunOSS by XuanYang-cn in https://github.com/zilliztech/VectorDBBench/pull/287
* enhance: Remove etag checks by XuanYang-cn in https://github.com/zilliztech/VectorDBBench/pull/291

New Contributors
* yugeeklab made their first contribution in https://github.com/zilliztech/VectorDBBench/pull/235
* dangkhoasdc made their first contribution in https://github.com/zilliztech/VectorDBBench/pull/259
* ljqcodelove made their first contribution in https://github.com/zilliztech/VectorDBBench/pull/244
* zhjwpku made their first contribution in https://github.com/zilliztech/VectorDBBench/pull/280

**Full Changelog**: https://github.com/zilliztech/VectorDBBench/compare/v0.0.6...v0.0.7

New Benchmark Results
* add test results of zilliz_cloud_beta_202401 by alwayslove2013 in https://github.com/zilliztech/VectorDBBench/pull/258

New DB client
* feat: add new db pgvecto.rs by cutecutecat in https://github.com/zilliztech/VectorDBBench/pull/242

New features

* Import database client while in use by XuanYang-cn in https://github.com/zilliztech/VectorDBBench/pull/223
* [Milvus client]support gpu_index_type for milvus by alwayslove2013 in https://github.com/zilliztech/VectorDBBench/pull/256 https://github.com/zilliztech/VectorDBBench/pull/261 https://github.com/zilliztech/VectorDBBench/pull/264
* ui support setting drop_old and dataset_address by alwayslove2013 in https://github.com/zilliztech/VectorDBBench/pull/260
* Enable aliyun OSS by XuanYang-cn in https://github.com/zilliztech/VectorDBBench/pull/262

Bug fixes
* [Milvus client]Wait for index done by XuanYang-cn in https://github.com/zilliztech/VectorDBBench/pull/214
* fix_spelling by alwayslove2013 in https://github.com/zilliztech/VectorDBBench/pull/226
* fix qp_dollar calculation by alwayslove2013 in https://github.com/zilliztech/VectorDBBench/pull/230
* Fix milvus capacity test unable to load by XuanYang-cn in https://github.com/zilliztech/VectorDBBench/pull/239
* fix bugs: milvus _preload by alwayslove2013 in https://github.com/zilliztech/VectorDBBench/pull/246
* Correcting SIFT datasize for capacity case by devanshsa5 in https://github.com/zilliztech/VectorDBBench/pull/252
* [Redis]Send password, batch pipeline by ewpreston in https://github.com/zilliztech/VectorDBBench/pull/247
* update the scoring rules of latency by alwayslove2013 in https://github.com/zilliztech/VectorDBBench/pull/251

New Contributors
* cutecutecat made their first contribution in https://github.com/zilliztech/VectorDBBench/pull/242
* ewpreston made their first contribution in https://github.com/zilliztech/VectorDBBench/pull/247
* devanshsa5 made their first contribution in https://github.com/zilliztech/VectorDBBench/pull/252

**Full Changelog**: https://github.com/zilliztech/VectorDBBench/compare/v0.0.5...v0.0.6

What's Changed
Fix some data points lost issues

**Full Changelog**: https://github.com/zilliztech/VectorDBBench/compare/v0.0.4...v0.0.5

1. Add Chroma and Redis Client
2. Add 6 more cases and results

|cases|dataset|filter|description|
|-- | -- | -- | --|
Search Performance Case | OpenAI generated 500K vectors, 1536 dimensions | N/A | Index building time, recall, latency, maximum QPS
Search Performance Case | OpenAI generated 5M vectors, 1536 dimensions | N/A | Index building time, recall, latency, maximum QPS
Filtering Search Performance Case | OpenAI generated 500K vectors, 1536 dimensions | 1% vectors | Index building time, recall, latency, maximum QPS
Filtering Search Performance Case | OpenAI generated 5M vectors, 1536 dimensions | 1% vectors | Index building time, recall, latency, maximum QPS
Filtering Search Performance Case | OpenAI generated 500K vectors, 1536 dimensions | 99% vectors | Index building time, recall, latency, maximum QPS
Filtering Search Performance Case | OpenAI generated 5M vectors, 1536 dimensions | 99% vectors | Index building time, recall, latency, maximum QPS

What's New
1. Add pgvector client and benchmark results
2. Support Leaderborad: https://zilliz.com/benchmark
3. Retest and update qdrant, pinecone, milvus, and zillizcloud results
4. Add Timeout for all cases

Enhancement
1. Sync all process before multi-processing search starts.
2. Refine DataSet