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README.md

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[Codeflash](https://www.codeflash.ai) is a general purpose optimizer for Python that automatically improves the performance of your Python code while maintaining its correctness.
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[Codeflash](https://www.codeflash.ai) is a general purpose optimizer for Python that helps you improve the performance of your Python code while maintaining its correctness.
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It uses advanced LLMs to generate multiple optimization ideas for your code, tests them to be correct and benchmarks them for performance. It then creates merge-ready pull requests containing the best optimization found, which you can review and merge.
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How to use Codeflash -
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- Optimize an entire existing codebase by running `codeflash --all`
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- Automate optimizing all __future__ code you will write by installing Codeflash as a GitHub action.
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- Optimize a Python workflow end-to-end by tracing the workflow.
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- Optimize a Python workflow `python myscript.py` end-to-end by running `python -m codeflash.tracer -o benchmark.trace myscript.py`
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Codeflash is used by top engineering teams at [Pydantic](https://github.com/pydantic/pydantic/pulls?q=is%3Apr+author%3Amisrasaurabh1+is%3Amerged), [Langflow](https://github.com/langflow-ai/langflow/issues?q=state%3Aclosed%20is%3Apr%20author%3Amisrasaurabh1), [Albumentations](https://github.com/albumentations-team/albumentations/issues?q=state%3Amerged%20is%3Apr%20author%3Akrrt7%20OR%20state%3Amerged%20is%3Apr%20author%3Aaseembits93%20) and many others to ship performant, expert level code.
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