qdrant / qdrant/vector-db-benchmark

Standardize all `*-default` configs and add `*-debug` with parallel = 1 for easy debugging.

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good first issue
Dominant language
Python
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371
Forks
155
Avg merge
1d 22h
Merged PRs (30d)
4

Description

This issue covers two tasks:

  • Many users try *-default as their starting point but default config is somewhat different across all the engines. So we should make it same across all engines. Say m=16, ef=128.
  • It's easier to debug vector-db-benchmark using debuggers when using parallel=1. So we should have a new config in all engines with parallel=1 in upload as well as search

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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

Inspect the repository's engine configuration definitions and existing *-default entries first. Standardize the default values to m=16 and ef=128 across all engines, then add matching *-debug configurations with parallel=1 for upload and search. Done means every engine has consistent default and debug configurations.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
performance
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
42/100

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