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搜索 API 和开发人员工具
面向开发人员的超全面的搜索工具包
利用快速、灵活的工具、稳健的 API 和强大且值得信赖的 Elasticsearch,开发团队可构建具有文本搜索、矢量搜索、混合搜索、语义搜索和其他 Machine Learning 功能的 AI 搜索应用程序,而且所有应用程序都可以按照他们的具体要求进行定制。
了解 Elasticsearch Relevance Engine™ (ESRE),用于创建与 LLM 和生成式 AI 集成的 AI 搜索应用程序。
阅读博文了解 Elasticsearch 中的现代自然语言搜索和原生向量搜索。可以从预构建的模型开始,也可以扩展您自己的模型。
观看视频了解如何使用 Search UI 打造出众的搜索体验。
了解详情为打造任何搜索体验奠定坚实的基础
几十年来,开发人员一直依靠 Elasticsearch 的速度、扩展性和相关性来构建最重要的搜索功能。
API 优先
支持从大量语言客户端中进行选择,实施搜索,并以编程方式管理各个节点。索引文档,搜索和筛选,跟踪点击次数,管理搜索定制或引擎等,所有这些操作都可以通过 REST API 实现。
适应未来需求的搜索
由 Machine Learning 和向量搜索提供支持
通过向量数据库和自然语言处理 (NLP) 转换器模型,开发人员可以解锁 AI 创新的众多强大功能。实施语义搜索、混合排名、Machine Learning 任务,以及针对客户细分群体量身定制的推荐引擎。将私有数据添加到 LLM 和生成式 AI 中,以提高相关性和准确性。
可靠的相关性
Elastic 开箱即用型的相关性模型针对实际搜索进行了优化。既可使用易于下载的模型进行跨域语义搜索,也可将向量搜索和文本搜索与混合排名相结合。
分析·调整·不断重复
通过行为分析,您可以深入了解用户的行为,并清楚知道哪些服务可行,哪些服务无效,以及如何进行必要的改进和调整。
灵活采集
利用提供的各种采集方法(面向数据库的原生连接器,面向 SaaS 效率类应用的连接器客户端、网络爬虫、API、JSON 导入),开发人员可以索引、扩充和同步数据,并完全按照他们想要的方式定义方案。
准备一飞冲天
有了 Elasticsearch 的强大功能,意味着您不必随着数据和计算量的增加而牺牲实时速度。您可以满怀信心地开始构建,因为您知道性能不会随着搜索数据和查询量的增长而下降。
用例
我究竟可以构建什么?
Elastic® 为开发人员提供了一套功能强大的搜索工具,在实现速度、扩展、相关性和简单性方面,具有超强的优势。您可以开发 AI 搜索功能,使用任何界面从任何应用程序中搜索任何数据。与大型语言模型和生成式 AI 集成。只有想不到,没有做不到。
为您的应用程序提供一个特定于位置的搜索引擎,且支持地理空间同步查询,将您的服务与最终用户关联起来。
使用实体提取和元数据扩充来为您的数据湖构建搜索,以节省时间并立即为您的团队提供答案。
将数据存储库相互关联,以便为团队提供可搜索的统一信息语料库 — 无论涉及的是文档还是内部内容,都一定能提高工作效率。
为业务关键型数据提供灵活、毫秒级且允许拼写错误的查询界面,同时保护企业数据库和记录系统中的负载。
创建业务仪表板,为团队提供有关客户行为、服务和性能趋势方面的即时报告和数据可视化,以便您快速做出响应。
开发直观的搜索界面,隐藏起极其复杂的查询和排名算法,在几毫秒内提供个性化的结果。
检索增强生成
使用 Elasticsearch 增强 RAG 工作流
了解如何在 RAG 工作流中使用 Elastic 增强生成式 AI 体验。使用专有数据源轻松同步实时信息,以获得最佳、最相关的生成式 AI 回应。
AI Search 的所有功能
Elastic 拥有构建 AI 驱动型搜索应用所需的各种工具。从用于数据采集的连接器,到一套完善的搜索检索和重排序功能,RAG 系统的每个组件都可使用 Elasticsearch,并且还可通过我们的开放推理 API 灵活地访问模型。所有这一切都由一个快速、安全、可扩展的矢量数据库提供支持。
总体经济影响™
经过验证的结果……
委托 Forrester Consulting 对 Elasticsearch 进行的研究结论表明,每位员工每年为客户节省 24 小时,并将总拥有成本降低 25%。了解您的组织如何利用 Elastic 提高生产效率并降低成本。
搜索 — 实际应用
了解组织如何开发任务关键型搜索体验,帮助用户找到他们想要的内容。
“在其他系统中,仅仅为了保持系统的正常运行,就经常需要几个人的全职投入。相比之下,Elasticsearch 在效率和可扩展性方面表现要出色得多。在当前播客行业迅速发展的关键时刻,借助 Elasticsearch 的新版本和新功能,可让我们的 DevOps 团队抽出更多精力,专心处理高价值的工作。”
“我对 Elastic 能够提供这么多的开箱即用功能感到十分惊喜。有这么多工具和功能可以改善我们用户的体验,我们完全不需要自己构建。”
“语义搜索能更好地理解上下文和意图;现在市场上有如此多其他信息来源,语义搜索为我们提供了显著的竞争优势。”
功能多样?相当丰富。
在单一平台上实现无限搜索用例
Elastic 提供了大量的工具,可帮助您构建所能想到的任何搜索解决方案。无论是网站搜索、客户支持,还是具有高度定制规范的独特用例,Elastic 都有相应的工具来帮助您创建解决方案。
打造既令客户满意又能提高参与度(和销售额)的搜索体验!
通过强大的搜索帮助客户找到问题的答案,为客户的成功助一臂之力。
原生内容源连接器可帮助您针对团队的所有效率工具打造一体化的搜索体验。
打造能够吸引网站访客的搜索体验,帮助他们找到想要的内容。