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Update docs/evaluation/tutorials/backtesting.mdx
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Co-authored-by: Tanushree <[email protected]>
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baskaryan and tanushree-sharma authored Dec 23, 2024
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# Backtesting

Deploying your application is just the beginning of a continuous improvement process.
Typically, you'll want to refine your system by enhancing prompts, language models, tools, and architectures.
After you deploy to production, you'll want to refine your system by enhancing prompts, language models, tools, and architectures.
Backtesting involves assessing new versions of your application using historical data and comparing the new outputs to the original ones.
Compared to evaluations using pre-production datasets, backtesting offers a clearer indication of whether the new version of your application is an improvement over the current deployment.

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