SWE-Agent: AI Agents Automatically Codes and Builds Apps, Code, etc! (Opensource)
In this video, we dive deep into the capabilities of SWE-Agent, a groundbreaking AI framework that is transforming how developers tackle real-world GitHub issues. SWE-Agent was built to take on the challenge of resolving GitHub issues automatically, using GPT-4 or any language model of your choice.
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With the recent release of its code and research paper, SWE-Agent is now accessible to everyone, empowering developers to leverage cutting-edge AI to solve complex coding problems. Initially achieving a state-of-the-art 12.47% resolution rate, SWE-Agent has now been configured to work with other language models, boosting its success rate to an impressive 33.6% when combined with Claude 3.5 Sonnet! This remarkable performance puts it on par with some of the top industry solutions, like Amazon's Q Developer Agent.
Watch the demo to see SWE-Agent in action and discover how this open-source framework can revolutionize your approach to software engineering.
Timestamps:
0:00 - Introduction to SWE-Bench and SWE-Agent
0:45 - SWE-Bench Score
1:25 - Demo Showcase: Watch SWE-Agent in Action!
3:45 - Installation
9:00 - Demo
9:30 - Conclusion
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Key Features:
- SWE-Agent framework overview
- Real-world GitHub issue resolution
- Integration with GPT-4 and Claude 3.5 Sonnet
- Performance comparison with Amazon's Q Developer Agent
- Open-source accessibility and future potential
Tags:
SWE-Agent, GitHub AI, AI software engineer, GPT-4, Claude 3.5 Sonnet, SWE-Bench, AI development tools, AI in software engineering, AI coding tools, open-source AI, AI frameworks
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