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superduper

superduper-ioApache-2.0长期未更新

把数据库和 AI 模型直接打通的全栈框架，让你在 MongoDB 等数据源上直接做推理、训练和部署自定义 AI 应用与智能体。

Superduper: End-to-end framework for building custom AI applications and agents.

0.10.0发布于 2025-08-26 07:40 UTC5,328star547fork同步于 2026-11-10 17:37 UTC
AI应用框架LLM推理模型部署数据库集成MLOps
对比 GitHub 官网aichatbotdatadatabasedistributed-ml

怎么上手

由 README 提炼，执行前请确认
原文 
pip install superduper-framework >= 0.7.0
pip install superduper-mongodb >= 0.7.0
硬件要求按 README 说明

README 未说明

下载：源码 zip·GitHub Releases（安装包）本站不镜像安装包

项目说明

由 README 自动翻译提炼
没人工点评？写下你的经验

把 AI 模型和 Agent 直接接入你现有数据库的端到端应用框架

把数据库和 AI 模型直接打通的全栈框架，让你在 MongoDB 等数据源上直接做推理、训练和部署自定义 AI 应用与智能体。

核心能力

  • 在数据库内集成 AI 模型与 Agent 构建应用
  • 按数据后端安装插件，支持 MongoDB、SQL、Snowflake、Redis
  • 通过 superduper-<plugin_name> 扩展具体用例能力
  • 提供模板与文档快速搭建自定义 AI 应用

容易踩的坑

需要 Python 3.10 及以上版本；除基础包外必须至少安装一个数据后端插件（如 superduper-mongodb、superduper-sql、superduper-snowflake 或 superduper-redis）才能使用

内容由模型根据 README 生成，可能不完整或不准确，以官方文档为准。看原文 README

最近发版

5 个版本0.10.0
全部 release
  1. 0.10.0最新正式版2025-08-26 · 2025-08-26 07:40 UTC

    What's Changed

  2. 0.9.02025-07-16 · 2025-07-16 18:46 UTC
    查看更新说明

    What's Changed

  3. 0.8.22025-06-18 · 2025-06-18 13:11 UTC
    查看更新说明

    Full Changelog: https://github.com/superduper-io/superduper/compare/0.8.1...0.8.2

  4. 0.8.12025-06-18 · 2025-06-18 12:45 UTC
    查看更新说明

    What's Changed

    Full Changelog: https://github.com/superduper-io/superduper/compare/0.8.0...0.8.1

  5. 0.8.02025-06-18 · 2025-06-18 12:28 UTC
    查看更新说明

    What's Changed

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    README 原文

    未翻译
    在 GitHub 打开

    Installation

    Required: Make sure that you have Python 3.10+ installed.

    Install the base package:

    pip install superduper-framework >= 0.7.0

    Install a plugin for your databackend:

    # at least one or more of the following:
pip install superduper-mongodb >= 0.7.0
# or
pip install superduper-sql >= 0.7.0
# or
pip install superduper-snowflake >= 0.7.0
# or
pip install superduper-redis >= 0.7.0

    Install additional plugins for your use-case (optional):

    pip install superduper-<plugin_name>

    Check out the documentation

    Right here.

    Community & getting help

    If you have any problems, questions, comments, or ideas:

    • Join our Slack (we look forward to seeing you there).
    • Search through our GitHub Discussions, or add a new question.
    • Comment an existing issue or create a new one.
    • Help us to improve Superduper by providing your valuable feedback here!
    • Email us at [email protected].
    • Visit our YouTube channel.
    • Follow us on Twitter (now X).
    • Connect with us on LinkedIn.
    • Feel free to contact a maintainer or community volunteer directly!

    Contributing

    There are many ways to contribute, and they are not limited to writing code. We welcome all contributions such as:

    • Bug reports
    • Documentation improvements
    • Enhancement suggestions
    • Feature requests
    • Expanding the tutorials and use case examples

    Please see our Contributing Guide for details.

    Contributors

    Thanks goes to these wonderful people:

    License

    Superduper is open-source and intended to be a community effort, and it wouldn't be possible without your support and enthusiasm. It is distributed under the terms of the Apache 2.0 license. Any contribution made to this project will be subject to the same provisions.

    Join Us

    We are looking for nice people who are invested in the problem we are trying to solve to join us full-time. Find roles that we are trying to fill here!

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