multi-vector 开源项目推荐（11 个）

infiniflow /infinity

为 LLM 应用打造的 AI 原生数据库，提供对稠密向量、稀疏向量、张量（多向量）和全文的极速混合搜索。

lightonai /next-plaid

NextPlaid, ColGREP: Multi-vector search, from database to coding agents.

sjy-dv /coltt

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.

topk-io /topk

High-quality search for AI-native applications.

ejaasaari /lemur

[ICML'26] LEMUR reduces multi-vector retrieval for late interaction models such as ColBERT into regular single-vector retrieval.

habedi /multi-vector-hnsw

A Java implementation of HNSW with multi-vector search support

CEA-Liten /HeatPro

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

VolkanSah /CryptGuardian

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.

maxbaluev /maxsim-rs

ColBERT-style late-interaction MaxSim scoring for multi-vector retrieval — tiny, zero-dependency Rust crate

mahimairaja /geo-spatial-chat-qdrant

Climate Monitoring Search Engine built on MultiVectors using Qdrant

talktobaby /infinity-snip3

🎮 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!