Update README.md

fix link

Author: bebechien

Gemma/README.md

@@ -49,9 +49,9 @@ This folder is organized into several categories, each focusing on a speicific a
 | [[Gemma_3]Using_with_Transformersjs.ipynb]([Gemma_3]Using_with_Transformersjs.ipynb)                                                         | Run Gemma 3 with [Transformers.js](https://github.com/huggingface/transformers.js).                                                                                                                                      |
 | [[Gemma_3]Activation_Hacking.ipynb]([Gemma_3]Activation_Hacking.ipynb)                                                         | Examine and modify internal states, including the residual stream, MLP activations, and attention mechanisms. |
 | [[Gemma_3]Gradio_LlamaCpp_Chatbot.ipynb]([Gemma_3]Gradio_LlamaCpp_Chatbot.ipynb)                                                         | Building a Chatbot with Gemma 3 QAT text model using Llama.cpp and Gradio. |
-| [Gemma_3n]Audio_understanding_with_HF.ipynb]([Gemma_3n]Audio_understanding_with_HF.ipynb)                           | Run Gemma 3n with audio input |
-| [Gemma_3n]Multimodal_understanding_with_HF.ipynb]([Gemma_3n]Multimodal_understanding_with_HF.ipynb)                 | Run Gemma 3n with image + audio input |
-| [Gemma_3n]MatFormer_Lab.ipynb]([Gemma_3n]MatFormer_Lab.ipynb)                                                       | Run Gemma 3n with MatFormers and Mix-n-Match |
+| [[Gemma_3n]Audio_understanding_with_HF.ipynb]([Gemma_3n]Audio_understanding_with_HF.ipynb)                           | Run Gemma 3n with audio input |
+| [[Gemma_3n]Multimodal_understanding_with_HF.ipynb]([Gemma_3n]Multimodal_understanding_with_HF.ipynb)                 | Run Gemma 3n with image + audio input |
+| [[Gemma_3n]MatFormer_Lab.ipynb]([Gemma_3n]MatFormer_Lab.ipynb)                                                       | Run Gemma 3n with MatFormers and Mix-n-Match |
 
 ## Prompting
 | Notebook Name | Description |
@@ -107,4 +107,4 @@ This folder is organized into several categories, each focusing on a speicific a
 | [[Gemma_3]Meme_Generator.ipynb]([Gemma_3]Meme_Generator.ipynb)                                    | Meme Generator using Gemma 3 4B IT model                                                                                             |
 | [[Gemma_3]Function_Calling_with_HF.ipynb]([Gemma_3]Function_Calling_with_HF.ipynb)                | Demonstrate how to use function calling with Gemma 3 using [Hugging Face](https://huggingface.co/).                                  |
 | [[Gemma_3]Function_Calling_with_HF_document_summarizer.ipynb]([Gemma_3]Function_Calling_with_HF_document_summarizer.ipynb ) | Demonstrate how to build a document summarizer using function calling with Gemma 3 and Hugging Face.       |
-| [[Gemma_3]Local_Agentic_RAG.ipynb]([Gemma_3]Local_Agentic_RAG.ipynb)                                           | Build local Agentic RAG without any external APIs using [FastEmbed](https://github.com/qdrant/fastembed), [Ollama- Gemma3](https://ollama.com/models), and [Qdrant Vector database](https://cloud.qdrant.io)                                                                                                      |
+| [[Gemma_3]Local_Agentic_RAG.ipynb]([Gemma_3]Local_Agentic_RAG.ipynb)                                           | Build local Agentic RAG without any external APIs using [FastEmbed](https://github.com/qdrant/fastembed), [Ollama- Gemma3](https://ollama.com/models), and [Qdrant Vector database](https://cloud.qdrant.io)                                                                                                      |