只用 FAISS 时，搜索有时像在碰运气——语义上相似但事实错误的结果时常出现。迁移到 Qdrant拿到的不只是数据库，更是对系统的掌控力。稠密向量配合关键词过滤（混合搜索），终于能回答"显示 GPU 相关的技术文档，但只要官方手册里的"这种精确查询 ...

开源向量数据库供应商 Qdrant 表示，通过使用 GPU 计算向量索引的速度可以比 x86 CPU 快 10 倍。 向量数据库存储着向量嵌入，这些嵌入是从文本短语、音频、图像和视频流片段中经过数学计算得出的编码 token。当大语言模型 (LLM) 响应用户的自然语言请求时，会搜索 ...

BERLIN & NEW YORK--(BUSINESS WIRE)--Qdrant, the leading high-performance, open-source vector database, today announced the availability of its new Qdrant Hybrid Cloud, the industry’s first dedicated ...

For many, ChatGPT and the generative AI hype train signals the arrival of artificial intelligence into the mainstream. But while there’s little question of a seismic sea change these past six months ...

BERLIN & NEW YORK--(BUSINESS WIRE)--Qdrant, the leading high-performance open-source vector database, today introduced its platform-independent GPU-accelerated vector indexing. This new feature ...

Tiered multitenancy allows users to combine small and large tenants in a single collection and promote growing tenants to dedicated shards. Qdrant has released Qdrant 1.16, an update of the Qdrant ...