MooNN

A heuristic ANN with CNN-style feature filtering, plus full vector database support with readable writes.

ANN · Filtering · Readability

The value

Fast routing

Queries stay responsive by narrowing the candidate pool before deeper scoring.

Better relevance

CNN-style feature filtering helps surface the right candidates, not just the nearest vectors.

Built for trust

Durable by design — writes remain fully readable, with an exact-search baseline for validation.

Why MooNN

Modern vector search users expect speed, precision, and consistency. MooNN is designed to deliver all three.

Its heuristic routing path adapts to the shape of each query — efficient when the answer is clear, thorough when it isn't. Better candidates, without sacrificing control.

Fast, context-aware ANN routing with readable writes — so your product can scale with confidence.

Technical details

For technical details, email us at mooncompression@gmail.com.