Single-purpose vector database for AKNN (Approximate K Nearest Neighbors) search, implementing the HNSW (Hierarchical Navigable Small Worlds) method in Rust.

Vectoria is built for edge AI, where less powerful personal device handle some of the simple AI tasks, which is in this case vector search. This leads to better data transparency and less operating cost.

Vector database and vector search is crucial to some of the most important intelligent algorithms, including

• text & image embeddings inference
• similarity-based recommendations
• classification