Congrats on the launch! Filesystems are all you need (?)

TL;DR · AI 摘要
Jerry Liu 祝贺 Mirage 发布,认为 2023 年托管 RAG 需求低或因基础设施未成熟,文件系统或为生产级文档索引的理想抽象。
核心要点
- Mirage 项目历时 6 周,代码量超 110 万行,重构 bash 核心功能
- 支持 S3、GitHub、Slack、Gmail、Notion 等 10+ 数据源的统一虚拟文件系统
- 通过文件系统抽象,使 cat、grep、head、管道等命令跨服务无缝执行
结构提纲
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思维导图
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- AI Agent 的统一数据抽象
- Mirage 项目
- 6 周开发,110 万行代码
- 重构 bash 核心功能
- 支持的数据源
- 云存储(S3, Google Drive)
- 协作工具(Slack, Gmail, Notion)
- 代码与数据库(GitHub, Postgres, MongoDB)
- 远程访问(SSH)
- 统一接口能力
- cat、grep、head 等命令跨服务可用
- 管道(pipes)在异构数据间传递
金句 / Highlights
值得收藏与分享的关键句。
There wasn't a huge demand for 'managed RAG' services in 2023, but it's possible the infra and market was just not mature enough.
We rewrote bash from the ground up so cat, grep, head, and pipes work across heterogeneous services.
S3, Google Drive, Slack, Gmail, GitHub, Linear, Notion, Postgres, MongoDB, SSH, and more — all accessible via standard filesystem commands.
Filesystems are all you need (?)
There wasn't a huge demand for "managed RAG" services in 2023, but it's possible the infra and market was just not mature enough.
Maybe filesystems are the right abstraction that allows users to run their production" / X
Jerry Liu on X: "Congrats on the launch! Filesystems are all you need (?) There wasn't a huge demand for "managed RAG" services in 2023, but it's possible the infra and market was just not mature enough. Maybe filesystems are the right abstraction that allows users to run their production" / X
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Congrats on the launch! Filesystems are all you need (?) There wasn't a huge demand for "managed RAG" services in 2023, but it's possible the infra and market was just not mature enough. Maybe filesystems are the right abstraction that allows users to run their production document indexing workloads
Quote

@zechengzh
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May 6
Introducing Mirage, a unified virtual filesystem for AI agents! 6 weeks. 1.1M+ lines of code. We rewrote bash from the ground up so cat, grep, head, and pipes work across heterogeneous services. S3, Google Drive, Slack, Gmail, GitHub, Linear, Notion, Postgres, MongoDB, SSH, and
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