benchmark

Collection of Qdrant benchmarks (by qdrant)

Benchmark Alternatives

Similar projects and alternatives to benchmark based on common topics and language

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better benchmark alternative or higher similarity.

benchmark reviews and mentions

Posts with mentions or reviews of benchmark. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-01-18.
  • [N] We just got funded for an open-source project to make Metric Learning practical.
    2 projects | /r/MachineLearning | 18 Jan 2022
    Regarding Milvus. Well, there are a few essential differences between our projects: - Unlike Milvus, we perform filtering during the search in the vector index, which keeps retrieval complexity close to logarithmic - same as in original HNSW. - We can support complex types of filterable payloads like geo-points - it is not a trivial problem to keep the HNSW search graph connected during filtering. We solved it in our custom implementation of the HNSW index. - Unlike Milvus, we perform a query-planning phase to determine an optimal strategy of executing queries with filters - Qdrant uses Rust programming language - it gives us an advantage in avoiding stop-the-world issues of languages with garbage collection. We also have a retrieval speed benchmark - https://github.com/qdrant/benchmark.

Stats

Basic benchmark repo stats
1
7
0.0
over 1 year ago

The primary programming language of benchmark is Python.

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