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 ...

开源向量数据库和搜索初创公司Qdrant开发了一款轻量级向量数据库，专为在机器人、自助终端、移动设备和其他嵌入式系统上本地运行而设计。 Qdrant Edge使开发者能够在边缘设备上本地运行混合和多模态搜索，无需连接服务器进程或后台线程。边缘设备通常资源 ...

BERLIN & NEW YORK, July 29, 2025--(BUSINESS WIRE)--Qdrant, the leading provider of high-performance, open-source vector search, today announced the private beta of Qdrant Edge, a lightweight, embedded ...

Berlin, Germany--(Newsfile Corp. - January 17, 2024) - Qdrant, the leading high-performance, open-source vector database, today announced the availability of Qdrant Cloud on Microsoft Azure, ...

Funding Fuels Expansion of Qdrant’s Open-Source Vector Database, Enhancing Scalability and Efficiency for Next-Gen AI Use Cases. BERLIN--(BUSINESS WIRE)--Qdrant, the leading high-performance, ...

High-performance open-source vector database Qdrant today announced it’s launching a new managed hybrid cloud model of its database to power enterprise artificial intelligence apps under the Qdrant ...

Qdrant, the company behind the eponymous open source vector database, has raised $28 million in a Series A round of funding led by Spark Capital. Founded in 2021, Berlin-based Qdrant is seeking to ...

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 ...

Qdrant, a leading provider of vector database solutions, has recently unveiled an innovative search technology called BM42. This new approach promises to revolutionize information retrieval, ...

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More More companies are looking to include retrieval augmented generation (RAG ...