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Welcome to the Upsonic Community 💚

Upsonic is built by developers, for developers. Whether you’re already using Upsonic in production or just getting started, we’d love to have you involved.

Join us on Discord

Ask questions, share what you’re building, and get help from the team and community.

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Contributing

Upsonic is open source under the MIT License and we welcome contributions of all kinds: code, ideas, bug reports, and documentation improvements.
You don’t need to be an expert to contribute. If you’ve used Upsonic and found something that could be better, that’s a great starting point.

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Areas We’re Focused On

We’re actively building and improving these core areas. If any of them excite you, we’d love your help:

Autonomous Agent

Workspace sandboxing, filesystem and shell tools, and multi-step task execution. Ideas for new capabilities or improvements to existing ones are welcome.

Safety Engine

Policy-based content filtering for PII, compliance, and content moderation. New policy ideas, edge case fixes, and performance improvements are all valuable.

OCR

Multi-engine OCR pipeline with PDF and image support. Engine integrations, accuracy improvements, and preprocessing enhancements are great ways to contribute.

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Ways to Contribute

Found something broken? Open an issue on GitHub with:
  • A clear description of the problem
  • Steps to reproduce it
  • Your environment (Python version, OS, Upsonic version)
That’s it. Short and specific is perfect.
Have an idea that would make Upsonic better? We want to hear it.
  • Open a GitHub issue with the feature request label
  • Or share it in our Discord. Sometimes a quick conversation is the best way to start
Ready to write some code?
  1. Fork the repository
  2. Create a branch for your change
  3. Make your changes and add tests where applicable
  4. Open a pull request with a clear description of what you did and why
Clear docs help everyone. If you spot a typo, a missing example, or something that could be explained better, feel free to open a PR.

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Get in Touch

Discord

Chat with the community and the Upsonic team in real time.

GitHub Issues

Report bugs, request features, and track progress.

X (Twitter)

Follow us for updates and announcements.

LinkedIn

Connect with us professionally.
Upsonic is MIT licensed. Every contribution, big or small, makes a difference. Thank you for being part of this. 💚