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Update README.md

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@@ -90,6 +90,8 @@ Fill in the API keys according to the model you wanted to use.
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  export PYTHONPATH=$(pwd):$PYTHONPATH
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  ```
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  > **Look at the [FAQ section in this README doc](https://github.com/TIGER-AI-Lab/TheoremExplainAgent?tab=readme-ov-file#-faq) if you encountered any errors. If that didnt help, create a issue**<br>
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  ## Generation
 
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  export PYTHONPATH=$(pwd):$PYTHONPATH
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  ```
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+ 6. (Optional) To setup RAG, See [https://github.com/TIGER-AI-Lab/TheoremExplainAgent?tab=readme-ov-file#generation-with-rag](https://github.com/TIGER-AI-Lab/TheoremExplainAgent?tab=readme-ov-file#generation-with-rag).
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+
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  > **Look at the [FAQ section in this README doc](https://github.com/TIGER-AI-Lab/TheoremExplainAgent?tab=readme-ov-file#-faq) if you encountered any errors. If that didnt help, create a issue**<br>
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  ## Generation