https://github.com/superduper-io/superduper
Superduper: End-to-end framework for building custom AI applications and agents.
https://github.com/superduper-io/superduper
ai chatbot data database distributed-ml inference llm-inference llm-serving llmops ml mlops mongodb pretrained-models python pytorch rag semantic-search torch transformers vector-search
Last synced: 7 days ago
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Superduper: End-to-end framework for building custom AI applications and agents.
- Host: GitHub
- URL: https://github.com/superduper-io/superduper
- Owner: superduper-io
- License: apache-2.0
- Created: 2022-08-30T12:51:24.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2025-04-03T10:53:42.000Z (12 days ago)
- Last Synced: 2025-04-04T10:48:33.215Z (11 days ago)
- Topics: ai, chatbot, data, database, distributed-ml, inference, llm-inference, llm-serving, llmops, ml, mlops, mongodb, pretrained-models, python, pytorch, rag, semantic-search, torch, transformers, vector-search
- Language: Python
- Homepage: https://superduper.io
- Size: 73.1 MB
- Stars: 5,022
- Watchers: 44
- Forks: 493
- Open Issues: 95
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
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README
Build database-integrated AI-agents and applications with your favourite tools
## Installation
*Required: Make sure that you have Python 3.10+ installed.*
Install the base package:
```bash
pip install superduper-framework >= 0.6.0
```
Install a plugin for your databackend:
```bash
# at least one or more of the following:
pip install superduper-mongodb >= 0.6.0
# or
pip install superduper-sql >= 0.6.0
# or
pip install superduper-snowflake >= 0.6.0
```
Install additional plugins for your use-case (optional):
```bash
pip install superduper-
```
## Check out the documentation
Right [here](https://docs.superduper.io).
## 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](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 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](CONTRIBUTING.md) 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!