airy

airy

流式数据处理框架赋能 AI 模型训练与实时分析

Airy Core 是一个开源的流式数据处理框架,为 AI 模型训练和实时分析提供支持。它集成了多种数据源,如 Facebook、WhatsApp 等社交平台,并支持自定义连接器。Airy Core 能够融合历史和实时数据流,简化数据摄取流程,并通过预构建连接器从 Kafka 直接消费数据。基于 Apache Kafka 构建的 Airy Core 可同时处理海量事件,实现数据的实时流式传输。这一框架不仅简化了部署过程,还缩短了开发周期,同时增强了基础设施和应用的稳定性。

Airy Core数据平台开源流处理机器学习Github开源项目
<p align="center"> <img src="https://global-uploads.webflow.com/5e9d5014fb5d85233d05fa23/5ea6ab4327484b79bdb4cea4_airy_primary_rgb.svg" alt="Airy-logo" width="240"> <div align="center">The open source, fully-featured, production ready</div> <div align="center">Data Platform</div> </p>

Airy Core

Join the chat on Airy community Documentation Status CI Commit Frequency License PRs Welcome


Airy_Explainer_Highlevel_Readme

Airy Core is an is an open-source streaming app framework to train ML models and supply them with historical and real-time data. With Airy you can process data from a variety of sources:

  • Facebook
  • WhatsApp
  • Google's Business Messages
  • SMS
  • Website Chat Plugins, like our own open source Live Chat
  • Twilio
  • Any source you want with Custom Connectors

You can then use Airy to:

  • Join historical and real-time data in the stream to create smarter ML and AI applications.
  • Build real-time data pipelines and make real-time data universally accessible with our open-source streaming app framework.
  • Standardize complex data ingestion and consume data directly from Kafka. Stream it directly to standard and customized applications, using pre-built, easily configured connectors.
  • Significantly simplify deployment and reduce development times and increase the robustness of your infrastructure and apps.

Since Airy's infrastructure is built around Apache Kafka, it can process a large amount of events simultaneously and stream the relevant real-time and historical data to wherever you need it.


About Airy


Components

Airy_Explainer_Components_Readme (1)

Airy Core comes with all the components you need to stream historical and real-time data.

  • 💬 Pre-built and easily configurable connectors

By ingesting all real-time events and continuously processing, aggregating and joining them in the stream, development time can be significantly reduced. Through integrations with pre-built and easily configured connectors, events are consumed from any source, including business systems such as ERP/CRM, conversational sources, third party APIs. Airy also comes with an SDK to build custom connectors to any source.

  • APIs to access your data

An API to access data with blazing fast HTTP endpoints.

A WebSocket server that allows clients to receive near real-time updates about data flowing through the system.

  • 🎣Webhook to listen to events and create actionable workflows

A webhook integration server that allows its users to create actionable workflows (the webhook integration exposes events users can "listen" to and react programmatically.)

  • 💎UI to access the data and the control center through a browser

No-code interfaces to manage and control Airy, your connectors and your streams.

How to contribute

We welcome (and love) every form of contribution! Good entry points to the project are:

If you're still not sure where to start, open a new issue and we'll gladly help you get started.

Code of Conduct

To ensure a safe experience and a welcoming community, Airy Core project adheres to the contributor convenant code of conduct.

编辑推荐精选

博思AIPPT

博思AIPPT

AI一键生成PPT,就用博思AIPPT!

博思AIPPT,新一代的AI生成PPT平台,支持智能生成PPT、AI美化PPT、文本&链接生成PPT、导入Word/PDF/Markdown文档生成PPT等,内置海量精美PPT模板,涵盖商务、教育、科技等不同风格,同时针对每个页面提供多种版式,一键自适应切换,完美适配各种办公场景。

AI办公办公工具AI工具博思AIPPTAI生成PPT智能排版海量精品模板AI创作热门
潮际好麦

潮际好麦

AI赋能电商视觉革命,一站式智能商拍平台

潮际好麦深耕服装行业,是国内AI试衣效果最好的软件。使用先进AIGC能力为电商卖家批量提供优质的、低成本的商拍图。合作品牌有Shein、Lazada、安踏、百丽等65个国内外头部品牌,以及国内10万+淘宝、天猫、京东等主流平台的品牌商家,为卖家节省将近85%的出图成本,提升约3倍出图效率,让品牌能够快速上架。

iTerms

iTerms

企业专属的AI法律顾问

iTerms是法大大集团旗下法律子品牌,基于最先进的大语言模型(LLM)、专业的法律知识库和强大的智能体架构,帮助企业扫清合规障碍,筑牢风控防线,成为您企业专属的AI法律顾问。

SimilarWeb流量提升

SimilarWeb流量提升

稳定高效的流量提升解决方案,助力品牌曝光

稳定高效的流量提升解决方案,助力品牌曝光

Sora2视频免费生成

Sora2视频免费生成

最新版Sora2模型免费使用,一键生成无水印视频

最新版Sora2模型免费使用,一键生成无水印视频

Transly

Transly

实时语音翻译/同声传译工具

Transly是一个多场景的AI大语言模型驱动的同声传译、专业翻译助手,它拥有超精准的音频识别翻译能力,几乎零延迟的使用体验和支持多国语言可以让你带它走遍全球,无论你是留学生、商务人士、韩剧美剧爱好者,还是出国游玩、多国会议、跨国追星等等,都可以满足你所有需要同传的场景需求,线上线下通用,扫除语言障碍,让全世界的语言交流不再有国界。

讯飞绘文

讯飞绘文

选题、配图、成文,一站式创作,让内容运营更高效

讯飞绘文,一个AI集成平台,支持写作、选题、配图、排版和发布。高效生成适用于各类媒体的定制内容,加速品牌传播,提升内容营销效果。

热门AI辅助写作AI工具讯飞绘文内容运营AI创作个性化文章多平台分发AI助手
TRAE编程

TRAE编程

AI辅助编程,代码自动修复

Trae是一种自适应的集成开发环境(IDE),通过自动化和多元协作改变开发流程。利用Trae,团队能够更快速、精确地编写和部署代码,从而提高编程效率和项目交付速度。Trae具备上下文感知和代码自动完成功能,是提升开发效率的理想工具。

AI工具TraeAI IDE协作生产力转型热门
商汤小浣熊

商汤小浣熊

最强AI数据分析助手

小浣熊家族Raccoon,您的AI智能助手,致力于通过先进的人工智能技术,为用户提供高效、便捷的智能服务。无论是日常咨询还是专业问题解答,小浣熊都能以快速、准确的响应满足您的需求,让您的生活更加智能便捷。

imini AI

imini AI

像人一样思考的AI智能体

imini 是一款超级AI智能体,能根据人类指令,自主思考、自主完成、并且交付结果的AI智能体。

下拉加载更多