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49 lines
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49 lines
2.1 KiB
Plaintext
---
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title: Multiple Model Debugging
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---
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The **Chatbot** application supports the **“Debug as Multiple Models”** feature, allowing you to simultaneously compare how different models respond to the same question.
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You can add up to **4** large language models at once.
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During debugging, if you find a model that performs well, click **“Debug as Single Model”** to switch to a dedicated preview window for the model.
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## FAQ
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### 1. Why aren't additional models visible when adding LLMs?
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Go to [“Model Providers”](/guides/model-configuration), and follow the instructions to add the keys for multiple models manually.
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### 2. How to exit Multiple Model Debugging mode?
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Select any model and click **“Debug with a Single Model”** to exit multiple model debugging mode.
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{/*
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Contributing Section
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DO NOT edit this section!
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It will be automatically generated by the script.
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*/}
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<Card
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title="Edit this page"
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href="https://github.com/langgenius/dify-docs/edit/main/en/guides/application-orchestrate/multiple-llms-debugging.mdx"
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Help improve our documentation by contributing directly
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<Card
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title="Report an issue"
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icon="github"
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href="https://github.com/langgenius/dify-docs/issues/new?title=Documentation%20Issue%3A%20ple-llms-debugg&body=%23%23%20Issue%20Description%0A%3C%21--%20Please%20briefly%20describe%20the%20issue%20you%20found%20--%3E%0A%0A%23%23%20Page%20Link%0Ahttps%3A%2F%2Fgithub.com%2Flanggenius%2Fdify-docs%2Fblob%2Fmain%2Fen/guides/application-orchestrate%2Fmultiple-llms-debugging.mdx%0A%0A%23%23%20Suggested%20Changes%0A%3C%21--%20If%20you%20have%20specific%20suggestions%20for%20changes%2C%20please%20describe%20them%20here%20--%3E%0A%0A%3C%21--%20Thank%20you%20for%20helping%20improve%20our%20documentation%21%20--%3E"
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