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GitHub - sweepai/sweep: Sweep is an AI junior developer

Aug 03, 2023 - github.com
"Sweep" is an AI junior developer that converts bug reports and feature requests into code changes. It reads your codebase, plans the changes, and writes a pull request with code. It can turn issues directly into pull requests, address developer replies and comments on its PRs, and uses embedding-based code search. Unlike other AI solutions, Sweep can solve entire tickets and can be parallelized and asynchronous.

However, Sweep has some limitations. It cannot handle large-scale refactors, use the latest APIs that have changed past 2022, edit images and other non-text assets, or access external APIs. It supports all languages GPT-4 supports, including Python, JS/TS, Rust, Go, Java, C# and C++. Contributions to Sweep are welcome and greatly appreciated.

Key takeaways:

  • Sweep is an AI junior developer that transforms bug reports and feature requests into code changes. It reads your codebase, plans the changes, and writes a pull request with code.
  • Unlike other AI solutions, Sweep handles the entire flow end-to-end and does not require pasting files. It can solve entire tickets and can be parallelized and asynchronous.
  • There are some limitations to Sweep, such as large-scale refactors, using the latest APIs that have changed past 2022, editing images and other non-text assets, and accessing external APIs.
  • Sweep offers unlimited GPT3.5 tickets to every user and starts with 5 GPT4 credits which are used when a PR is created. For professionals who want more tickets and priority support/feature requests, there is Sweep Pro.
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