README 未提供安装命令,需按官方文档选择部署模式后再安装;部分第三方依赖的许可证与 Apache 2.0 不兼容,需按 thirdparty/LICENSE.txt 关闭相应功能;从源码编译需参考 Docker 编译文档,环境准备较复杂
doris
apacheApache-2.0活跃维护面向 AI Agent 的实时分析与混合检索数据库,兼容 Iceberg、Hudi、Delta Lake 等湖仓格式,让 Agent 能低延迟查询海量数据。
Apache Doris is a real-time analytics and hybrid search database for AI agents.
README 未给出可直接执行的安装命令,仅指向官方 Quick Start 与 Installation 文档:https://doris.apache.org/docs/dev/getting-started/quick-startREADME 未说明具体 CPU、内存或磁盘要求,也未提及 GPU 支持;仅说明支持存算一体与存算分离部署,存算分离模式下无状态计算组运行在共享对象存储之上。
基于 MPP 架构的开源实时分析与混合搜索数据库,用一套 SQL 同时处理结构化、文本和向量数据
面向 AI Agent 的实时分析与混合检索数据库,兼容 Iceberg、Hudi、Delta Lake 等湖仓格式,让 Agent 能低延迟查询海量数据。
核心能力
- 流式摄入、增量转换与高并发亚秒级查询
- 直接对 Iceberg、Delta Lake、Hudi 做 SQL 分析
- 在单一 SQL 引擎内融合 JSON、全文与向量检索
- 支持存算一体与存算分离两种部署模式
- 提供 Flink、Spark、Kafka 连接器与 K8s Operator
容易踩的坑
- 4.1.5-releaseApache Doris 4.1.5 Release最新正式版2026-10-15 · 2026-10-15 04:44 UTC
- Official Downloads: https://doris.apache.org/download
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- 4.1.4.1Apache Doris 4.1.4.1 Release2026-09-29 · 2026-09-29 10:39 UTC
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- 4.1.4Apache Doris 4.1.4 Release2026-09-07 · 2026-09-07 02:44 UTC
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- 4.0.8Apache Doris 4.0.8 Release2026-08-14 · 2026-08-14 07:11 UTC
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- 4.1.3Apache Doris 4.1.3 Release2026-07-13 · 2026-07-13 02:08 UTC
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Apache Doris
Apache Doris is an open-source, real-time analytics and search database built on MPP architecture. It provides fast SQL analytics, lakehouse query acceleration, and hybrid search across structured, text, and vector data.
Explore the official website for the latest product overview, use cases, ecosystem updates, blogs, and user stories. For version updates, see all release notes.
📈 Use Cases
| Use Case | What it provides |
|---|---|
| Customer-Facing Analytics | Ship sub-second interactive analytics to external users. |
| Data Warehousing | Build one real-time warehouse across business domains. |
| Observability | Analyze high-throughput logs, events, and metrics with SQL. |
| Doris for AI | Use vector, text, JSON, and structured search in one SQL engine. |
🚀 Core Capabilities
Apache Doris is built around three core capabilities. The website is the source of truth for detailed product descriptions and examples.
| Capability | What it provides |
|---|---|
| Real-Time Analytics | Streaming ingestion, incremental transformation, and sub-second queries under high concurrency. |
| Lakehouse Analytics | Fast SQL analytics over open table formats such as Iceberg, Delta Lake, and Hudi. |
| Hybrid Search | SQL-native analytics across JSON, full-text, and vector data for AI and search workloads. |
🔌 Ecosystem
Doris sits at the center of the modern data stack. It connects upstream databases, streaming systems, and lakehouse storage with downstream BI, AI, analytics, and observability tools.
For the latest ecosystem coverage, visit the official website and the connection and integration documentation.
👣 Get Started
🧱 Architecture
Apache Doris supports both compute-storage coupled and compute-storage decoupled deployments. In decoupled mode, stateless compute groups run over shared object storage, so you can scale compute on demand and isolate workloads.
Learn more in the deployment guide and deployment mode guide.
📣 Project Updates
| Resource | What it provides |
|---|---|
| Community Report | Weekly updates on community activity, merged PRs, contributors, and feature progress. |
| Roadmap 2026 | The 2026 planning discussion for AI and hybrid search, query engine, storage, and data lake work. |
🧩 Components
Doris provides connectors and tools for common data engineering workflows.
- Doris Flink Connector
- Doris Spark Connector
- Doris Kafka Connector
- Doris Stream Loader
- Doris Kubernetes Operator
👨👩👧👦 Users
Apache Doris is used in production by thousands of companies worldwide across internet services, finance, retail, logistics, manufacturing, energy, telecommunications, AI, and other industries.
🙌 Contributors
Apache Doris graduated from the Apache Incubator and became an Apache Top-Level Project in June 2022. Thanks to all community contributors who help build Doris.
🌈 Community and Support
💬 Contact Us
🧰 Links
- Apache Doris official website: doris.apache.org
- X: @doris_apache
- Medium: @ApacheDoris
📜 License
Note Some licenses of the third-party dependencies are not compatible with Apache 2.0 License. So you need to disable some Doris features to comply with Apache 2.0 License. For details, refer to the
thirdparty/LICENSE.txt