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@@ -62,6 +62,8 @@ It's a great way to learn.
 * [**Python**: _A Large Language Model (LLM)_](https://github.com/rasbt/LLMs-from-scratch)
 * [**Python**: _Diffusion Models for Image Generation_](https://huggingface.co/learn/diffusion-course/en/unit1/3)
 * [**Python**: _RAG for Document Search_](https://github.com/langchain-ai/rag-from-scratch)
+* [**Python**: _Let's build the GPT Tokenizer_](https://github.com/karpathy/minbpe)
+* [**Python**: _Build a Retrieval-Augmented Generation (RAG) System from Scratch_](https://docs.llamaindex.ai/en/stable/understanding/rag/)
 
 #### Build your own `Augmented Reality`