Agentless? The agent wave is yet to come, and here already an Agentless Architecture.

Featuring Agentless - an agentless approach to automatically resolving software development issues

LLama is featuring Agentless - an agentless approach to automatically resolving software development issues 🧑‍💻

In contrast with complex autonomous agent approaches (e.g. Devin), Agentless proposes a simple three step approach for solve issues: localization, repair, and patch validation. Importantly, it doesn’t allow LLMs to autonomously decide future actions.

As a result it achieves the highest performance with lowest cost on SWE-Bench Lite 💫

It’s a great example of how sometimes a more constrained LLM workflow can do better at domain-specific tasks. Uses LlamaIndex for embedding-based retrieval.

Author

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