sdslabs / sdslabs/VortexDB

Add Vamana Graph algorithm in indexers

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enhancement priority: low
Dominant language
Rust
Stars
45
Forks
6
Avg merge
2d 20h
Merged PRs (30d)
4

Description

Inspired by this reading: https://blog.wilsonl.in/diskann/
It comes from the Microsoft's DiskANN paper: https://suhasjs.github.io/files/diskann_neurips19.pdf

Contributor guide

No contributing guide indexed for this repository

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 reading the linked DiskANN paper and the Vamana overview, then inspect the repository's indexers to identify the relevant entry points. The issue names no files, tests, interfaces, or acceptance criteria; done would require adding the Vamana Graph algorithm to the indexers and establishing how its behavior is verified.

Written by the indexing model from the issue text.

Assessment

Tech stack
rust
Domain
databases, 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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