As agentic and RAG systems move into production, retrieval quality is emerging as a quiet failure point — one that can undermine accuracy, cost, and user trust even when models themselves perform well ...

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。 A：该计划为符合条件的创业公司提供匹配积分、协调入驻和联合支持资源。目前参与计划的创业公司总估值已超过2000亿美元，首批合作伙伴包括Fireworks AI和Temporal Technologies等公司。

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。

The additions let data teams ask progressive, context‑aware questions in natural language while enabling developers to deploy governed analytics agents across applications via unified API endpoints.

Percona recently announced OpenEverest, an open-source platform for automated database provisioning and management that ...

AgentStack targets the biggest blocker in enterprise AI, operationalizing multi‑agent systems without locking developers into ...

U.S. stock markets have started 2026 on a positive note. All three major stock indexes are trading in positive territory. This trend is likely to continue in January buoyed by the strong fundamentals ...

C程序员每天都必须理解基础原理。他们不能怪框架，不能挥挥手说“运行时会处理”。他们必须确切知道正在发生什么。这使他们成为最后一批真正理解自己所编程机器的开发者。 你不需要在工作中写C。但如果你从未学过内存、指针和操作系统真正如何工作，你将永远受限。你能通过遵循模式和使用工具来构建东西，但你不会真正理解自己在做什么。

The Artisan Mid Cap Fund outpaced the Russell Midcap Growth Index in Q4 2025 despite a modest negative absolute return. Read ...

The Price to Earnings (P/E) ratio, a key valuation measure, is calculated by dividing the stock's most recent closing price by the sum of the diluted earnings per share from continuing operations for ...