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VectorKV is a distributed KV + vector storage engine written in Rust. It is deeply inspired by RocksDB and aims to modernize its ideas for vector-based workloads.

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AlbericByte/vectorkv

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📝 About This Project

I started this project during a transition period between jobs. While exploring new opportunities, I spent time studying RocksDB and other LSM-tree–based storage engines to deepen my understanding of database internals.

The initial goal was to implement a distributed key-value database in Rust. As the project evolves, and based on my study of existing vector databases, the plan is to further extend it into a Rust-based vector database in a later stage.

This project builds upon several years of accumulated learning in system programming, storage engines, and performance optimization. It is not intended to fully replicate mature systems like RocksDB, but rather to implement core components step by step, explore design trade-offs, and share the learning process with the open-source community.

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VectorKV is a distributed KV + vector storage engine written in Rust. It is deeply inspired by RocksDB and aims to modernize its ideas for vector-based workloads.

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