Implement Range Search Capability - Githubissues

nickna / Neighborly

An open-source vector database

MIT License

9 stars 2 forks source link

Implement Range Search Capability #20

Open nickna opened 1 month ago

nickna commented 1 month ago

Description:

Add range search functionality to Neighborly to enable retrieving all vectors within a specified distance from a query vector.

Tasks:

Design and implement the range search algorithm.
Integrate the range search into the existing KDTree or relevant data structure.
Write unit tests to ensure the correctness and performance of the range search.

Resources:

Range Search Algorithms
Existing KDTree implementation

Impact:

This feature will enhance Neighborly's capabilities, making it more versatile for various data analysis tasks.

How to Contribute:

Fork the repository and create a new branch for your changes.
Implement the range search algorithm and integrate it into the codebase.
Ensure all new and existing tests pass.
Submit a pull request with a detailed description of the changes.