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Feature Story

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

Aug 03, 2023 · github.com
GitHub - sweepai/sweep: Sweep is an AI junior developer
"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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