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@@ -10,7 +10,7 @@ To re-create and use the chatbot for inference, follow these steps:
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  ![Alt Text](https://github.com/arunprsh/multi-turn-chatbot-gpt-sagemaker/blob/main/img/mtc1.png?raw=true)
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- For a comprehensive, step-by-step guide on how to replicate the creation of a multi-turn chatbot using GPT-Neo, please refer to the Medium article ![here](https://medium.com/@shankar.arunp/building-a-multi-turn-chatbot-with-gpt-and-sagemaker-a-step-by-step-guide-7d75f33ccea1).
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  ##### Sample inference code:
 
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  ![Alt Text](https://github.com/arunprsh/multi-turn-chatbot-gpt-sagemaker/blob/main/img/mtc1.png?raw=true)
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+ For a comprehensive, step-by-step guide on how to replicate the creation of a multi-turn chatbot using GPT-Neo, please refer to the Medium article [here](https://medium.com/@shankar.arunp/building-a-multi-turn-chatbot-with-gpt-and-sagemaker-a-step-by-step-guide-7d75f33ccea1).
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  ##### Sample inference code: