MongoDB产品与工程高级副总裁Fred Roma表示：“客户在AI领域面临的最大挑战并非实验，而是大规模场景下的可靠运行。开发者希望减少冗余组件，让从原型到生产的路径变得更加清晰。随着新功能的发布，MongoDB再度拔高行业标杆，帮助企业团队降低技术复杂度，并专注打造能够在真实关键业务场景中稳定运行的AI应用。” ...

A：MongoDB通过整合数据库与嵌入技术，让开发者避免管理独立的向量数据库、管道和同步过程。新的自动化嵌入功能可在数据操作时自动生成和存储嵌入，无需单独的嵌入管道或外部服务。

MongoDB 称，这项新功能基于其在 2025 年 2 月收购 Voyage AI 时获得的技术，为生产级 AI 提供了一个统一的数据智能层，帮助开发者大规模构建和运行复杂的 AI 应用，同时显著降低“幻觉”风险，并无需移动或复制数据。

SAN FRANCISCO--(BUSINESS WIRE)--SingleStore, the cloud-native database built for speed and scale to power real-time applications, today announced the launch of SingleStore Kai™ for MongoDB, a new API ...

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May 18, 2023, SAN FRANCISCO — SingleStore, maker of a cloud-native database built for real-time applications, today announced the launch of SingleStore Kai for MongoDB, a new API for real-time ...

When a $40 billion database industry giant takes enough interest in a technology to build its own application programming interface for it, that’s an indication the technology has legitimate appeal.

MongoDB 至今仍是开发者最青睐的 NoSQL 文档数据库，但 DocumentDB 等兼容性替代方案的出现，提供了比以往更丰富的选择。 在8月的欧洲开源峰会上，Linux 基金会宣布，DocumentDB——一个基于 PostgreSQL 构建且兼容 MongoDB 的文档数据库——已作为新的开源项目加入基金会。

AWS launched DocumentDB today, a new database offering that is compatible with the MongoDB API. The company describes DocumentDB as a “fast, scalable, and highly available document database that is ...