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文章 2025-04-03 来自：开发者社区

Apache Doris 2025 Roadmap：构建 GenAI 时代实时高效统一的数据底座

在全球 290 位开发者的协作下，Apache Doris 在 2024 年完成了 7000+ 次代码提交，并发布了 22 个版本，实现在实时分析、湖仓一体和半结构化数据分析等核心场景的技术突破及创新。 2025 年，Apache Doris 社区将秉承“以场景驱动创新” 的核心理念，持续深耕三大核心场景的关键能力，并对大模型 GenAI 场景的融合应用进行重点投入，为智能时代构建实时、高效、统....

文章 2024-08-21 来自：开发者社区

Apache Kafka + 向量数据库 + LLM = 实时 GenAI

生成式 AI （GenAI）支持高级 AI 用例和创新，但也改变了企业架构的外观。大型语言模型（LLM）、向量数据库和检索增强生成（RAG）需要新的数据集成模式和数据工程最佳实践。使用 Apache Kafka 和 Apache Flink 进行数据流处理是大规模实时摄取和管理传入数据集、连...

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更新时间 2025-04-11 18:08:35

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