qdrant / qdrant/vector-db-benchmark
Need a faster way to visualize the data
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 371
- Forks
- 155
- Avg merge
- 1d 22h
- Merged PRs (30d)
- 4
Description
We have https://github.com/qdrant/vector-db-benchmark/blob/master/scripts/process-benchmarks.ipynb but it only prepares the data.
So web based interactive graphs would be nice. One can use plotly or dash framework.
Please use benchmarks.js as a reference. The logic for filterBestPoints is important to avoid clutter in graph.
It should look like qdrant.tech/benchmarks
Contributor guide
No contributing guide indexed for this repository
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with scripts/process-benchmarks.ipynb to understand the prepared benchmark data, then compare the reference behavior in benchmarks.js, especially filterBestPoints. Review the qdrant.tech/benchmarks presentation and evaluate a Plotly-based web interface; done means the benchmark data is shown in interactive graphs without clutter and follows the referenced presentation.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- javascript, jupyter-notebook, plotly, python
- Domain
- data-visualization
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100