SWE-agent
SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024]
SWE-agent from Princeton turns an LLM into an autonomous agent that fixes bugs in real GitHub repositories using a purpose-built agent-computer interface.
From the README
- ✅ State of the art on SWE-bench among open-source projects
- ✅ Free-flowing & generalizable: Leaves maximal agency to the LM
- ✅ Configurable & fully documented: Governed by a single yaml file
- ✅ Made for research: Simple & hackable by design
Excerpts from the project README on GitHub. Copyright and licensing remain with the respective authors.
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Free · no card · unsubscribe anytimeSWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024]
SWE-agent has 20.2k stars on GitHub. It has been forked 2.2k times. SWE-agent is written mainly in Python. It has been in active development since 2024. SWE-agent is available under the MIT license. Its main topics are agent, agent-based-model, ai, cybersecurity.
Read the full guideWhat is SWE-agent?
SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024]
Is SWE-agent open source?
SWE-agent is an open-source project. It is released under the MIT license.
Is SWE-agent free?
Yes. SWE-agent is free and open source — you can use, modify and self-host it.
What license does SWE-agent use?
SWE-agent is available under the MIT license.
What language is SWE-agent written in?
SWE-agent is written mainly in Python.
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