Dmitry Kan

Python 3.7 and fresh checkout from master: dependency installation issue

21

Hello! I've tried installing dependencies under Python 3.7.10 and got the following output. What Python version is supported / recommended? ``` Running setup.py install for numpy ... error ERROR: Command...

https://github.com/nmslib/hnswlib

As discussed in https://dmitry-kan.medium.com/speeding-up-bert-search-in-elasticsearch-750f1f34f455 the current configuration of ODFE allows indexing maximum 200k vectors. The goal is to index 1M vectors to compare with all other KNN implementations.

Get data points of the first layer

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Hi, would it be possible to somehow get the list of data points from the first layer of the HNSW graph? Context: 1. I'm storing HNSW graphs on disk in...

#342 first try at adding specified layer loading

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This WIP PR, context in #342

A stab at allowing custom datasets

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See discussion in #42

Custom dataset functionality

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I need to implement a custom dataset and its handling and been thinking about the easiest way to approach it. I've implemented something half-way through it that kept me going...

Recent blogs, talk and Vector Podcast in the space of Vector Search

**Is your feature request related to a problem? Please describe.** When drafting query cases, I can start sharing them with a team, but later change my mind. Currently Quepid only...

https://ann-benchmarks.com/sift-256-hamming_10_hamming.html Same concerns Recall / Build time, Recall / Index size, .. The only populated graph is "Relative Error/Queries per second (1/s)".