---
title: "superduper"
type: "tool"
slug: "superduper-io-superduper"
canonical_url: "https://www.graphcanon.com/tools/superduper-io-superduper"
github_url: "https://github.com/superduper-io/superduper"
homepage_url: "https://superduper.io"
stars: 5302
forks: 542
primary_language: "Python"
license: "Apache-2.0"
categories: ["inference-serving", "ai-agents", "llm-frameworks"]
tags: ["ai", "llm-serving", "distributed-ml", "data", "llm-inference", "database", "chatbot", "inference"]
updated_at: "2026-07-07T18:40:15.831079+00:00"
---

# superduper

> End-to-end framework for building custom AI applications and agents

SuperDuper is a Python-based platform allowing the integration of databases with artificial intelligence elements, geared towards developers wanting to craft customized AI applications. It supports various backend databases like MongoDB and SQL.

## Facts

- Repository: https://github.com/superduper-io/superduper
- Homepage: https://superduper.io
- Stars: 5,302 · Forks: 542 · Open issues: 35 · Watchers: 42
- Primary language: Python
- License: Apache-2.0
- Last pushed: 2025-09-01T15:20:18+00:00

## Categories

- [Inference & Serving](/categories/inference-serving.md)
- [AI Agents](/categories/ai-agents.md)
- [LLM Frameworks](/categories/llm-frameworks.md)

## Tags

ai, llm-serving, distributed-ml, data, llm-inference, database, chatbot, inference

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## README (excerpt)

```text
<div align="center">
  <a href="https://www.superduper.io">
    <picture>
      <source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/superduper-io/superduper-docs/main/static/img/SuperDuperDB_logo_white.svg">
      <source media="(prefers-color-scheme: light)" srcset="https://raw.githubusercontent.com/superduper-io/superduper-docs/main/static/img/SuperDuperDB_logo_color.svg">
      <img width="50%" alt="SuperDuper logo" src="https://raw.githubusercontent.com/superduper-io/superduper-docs/main/static/img/SuperDuperDB_logo_color.svg">
    </picture>
  </a>
</div>
<div align="center">
  <h1>Build database-integrated AI-agents and applications with your favourite tools</h1>
</div>


<div align="center">
  <h2>
    <a href="https://docs.superduper.io"><strong>Docs</strong></a> |
    <a href="https://blog.superduper.io"><strong>Blog</strong></a> |
    <a href="https://superduper.io"><strong>Website</strong></a> |
    <a href="https://docs.superduper.io/docs/category/templates"><strong>Templates</strong></a> |
    <a href="https://join.slack.com/t/superduper-public/shared_invite/zt-1yodhtx8y-KxzECued5QBtT6JFnsSNrQ"><strong>Slack</strong></a> |
    <a href="https://www.youtube.com/channel/UC-clq9x8EGtQc6MHW0GF73g"><strong>Youtube</strong></a> |
    <a href="https://www.linkedin.com/company/superduper-io"><strong>LinkedIn</strong></a>
  </h2>
</div>

<div align="center">
  <h2>
    <a href="https://pypi.org/project/superduper-framework"><img src="https://img.shields.io/pypi/v/superduper-framework?color=%23007ec6&label=pypi%20package" alt="Package version"></a>
    <a href="https://pypi.org/project/superduper-framework"><img src="https://img.shields.io/pypi/pyversions/superduper-framework" alt="Supported Python versions"></a>    
    <a href="https://github.com/superduper-io/superduper/actions/workflows/ci_code.yml"><img src="https://github.com/superduper-io/superduper/actions/workflows/ci_code.yml/badge.svg?branch=main" /></a>
    <a href="https://github.com/superduper-io/superduper/blob/main/LICENSE"><img src="https://img.shields.io/badge/license-Apache_2.0-green" alt="License - Apache 2.0"></a>  
  </h2>
</div>

## Installation

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

Install the base package:

```bash
pip install superduper-framework >= 0.7.0
```

Install a plugin for your databackend:

```bash
# 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):

```bash
pip install superduper-<plugin_name>
```

## Check out the documentation

Right [here](https://docs.superduper.io).

## Community & getting help 

If you have any problems, questions, comments, or ideas:
- Join <a href="https://join.slack.com/t/superduper-public/shared_invite/zt-1yodhtx8y-KxzECued5QBtT6JFnsSNrQ">our Slack</a> (we look forward to seeing you there).
- Search through <a href="https://github.com/superduper-io/superduper/discussions">our GitHub Discussions</a>, or <a href="https://github.com/superduper-io/superduper/discussions/new/choose">add a new question</a>.
- Comment <a href="https://github.com/superduper-io/superduper/issues/">an existing issue</a> or create <a href="https://github.com/superduper-io/superduper/issues/new/choose">a new one</a>.
- Help us to improve Superduper by providing your valuable feedback <a href="https://github.com/superduper-io/superduper/discussions/new/choose">here</a>!
- Email us at `gethelp@superduper.io`.
- Visit our [YouTube channel](https://www.youtube.com/@superduper-io).
- Follow us on [Twitter (now X)](https://twitter.com/superduperdb).
- Connect with us on [LinkedIn](https://www.linkedin.com/company/superduper-io).
- Feel free to contact a maintainer or community volunteer directly! 

## Contributing  
There are many ways to contribute, and they are not limi
```

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/superduper-io-superduper`](/api/graphcanon/tools/superduper-io-superduper)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_