NVIDIA / NVIDIA/cuvs

[FEA] RabitqDataset

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feature request
Dominant language
Cuda
Stars
854
Forks
236
Avg merge
3d 3h
Merged PRs (30d)
62

Description

We are being asked to support CAGRA graphs being built on RaBiTQ vectors. Similar to our plans to provide a PQDataset, we will want to providea RaBiTQDataset.

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reviewing the existing CAGRA graph support and the plans or implementation for PQDataset, since the issue identifies these as the relevant precedents. Determine the required RaBiTQDataset interface and how RaBiTQ vectors should be accepted by CAGRA; the work is done when that support is defined and implemented with appropriate validation.

Written by the indexing model from the issue text.

Assessment

Domain
machine-learning, search
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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