liliuleo93

8 ms·

1.
Benchmark for S3 Vector: super stable serverless VDB(github.com)
1 points by liliuleo93 1y ago|0 comments
2.
Vector Database benchmark, streaming case and more(github.com)
1 points by liliuleo93 1y ago|0 comments
3.
Zilliz set a new record in BigANN(zilliz.com)
2 points by liliuleo93 3y ago|0 comments
4.
GPU index supports in Vector Database benchmark latest version(github.com)
3 points by liliuleo93 3y ago|0 comments
5.
by liliuleo93 3y ago
Thanks for your suggestion and this is a super good question. I was asked some times and please allow me quote one of my response in the repo " With respect to recall vs Performance, your idea is indeed correct. However, several reason
6.
by liliuleo93 3y ago
I apologize for the repeated posts. The reason I posted it 6 times is that I aim to announce every release and significant commit. The reason my entire history is centered around this benchmark is because I wanted to introduce my project to
7.
by liliuleo93 3y ago
Fully agree with this idea. All tricks can be a real world strategy and it is impossible for anyone to claiming that they have an absolute fair benchmark. So the only way we can do to approaching it is to provide more real-world-like cases
8.
by liliuleo93 3y ago
Yes, of course vendors have bias. But IMHO, if a benchmark is reproducible and the use cases can match users' needs, then we can say it can somehow help decision making.
9.
Vector Database benchmark with 1536/768 dim data(github.com)
26 points by liliuleo93 3y ago|12 comments
10.
by liliuleo93 3y ago
Plz feel free to try the benchmark tool and make an issue with more details if it is not reproducible. Then we can dig it to see if there is any misusage or bug in the benchmark code. :)
11.
Leaderboard of Vector Databases(zilliz.com)
2 points by liliuleo93 3y ago|2 comments
12.
VectorDB benchmark for both cloud and open source(github.com)
2 points by liliuleo93 3y ago|0 comments
13.
by liliuleo93 3y ago
Hi, if you're looking into vector storage and querying, there are several things to consider. For lightweight usage, you can directly use FAISS without any database overhead. For heavy usage, Milvus/Zilliz is the most production-r
14.
Cloud Vector Database Benchmark Result(github.com)
2 points by liliuleo93 3y ago|0 comments
15.
Vector Database Bencharmark&Result(zilliz.com)
3 points by liliuleo93 3y ago|0 comments
16.
VectorDB benchmark and some results for both Open Source and Cloud Service(zilliz.com)
4 points by liliuleo93 3y ago|0 comments