The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.

Coltt is a vector database that supports Multi-Vector Search, high-performance HNSW, FLAT and quantization, and enables fast searches through sophisticated internal data shard design.

LEMUR: Learned Multi-Vector Retrieval

HeatPro Python Package: Generate Heat Demand Load Profile for District Heating

A Java implementation of HNSW with multi-vector search support

CryptGuardian is a research-level concept, created from the perspective of a developer concerned about long-term security for distributed systems. It is not a final product, but an exploration of defense strategies against modern and future threats, including AI-assisted attacks and quantum cryptanalysis.

Climate Monitoring Search Engine built on MultiVectors using Qdrant

🎮 Engage in neon-drenched arena combat for 1-8 players locally or join up to 99 in Battle Royale mode. Experience fast-paced, thrilling gameplay!