diff --git a/recipes/3p_integrations/togetherai/README.md b/recipes/3p_integrations/togetherai/README.md
index 866b78d13bf709c14cca0287b0fbc4c126090291..7a3d114eac603954d84ada4a3b799ba6adfe4806 100644
--- a/recipes/3p_integrations/togetherai/README.md
+++ b/recipes/3p_integrations/togetherai/README.md
@@ -13,17 +13,10 @@ While the code examples are primarily written in Python/JS, the concepts can be
 | Cookbook | Description | Open |
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 | [MultiModal_RAG_with_Nvidia_Investor_Slide_Deck](https://github.com/meta-llama/llama-recipes/blob/main/recipes/3p_integrations/togetherai/multimodal_RAG_with_nvidia_investor_slide_deck.ipynb) | Multimodal RAG using Nvidia investor slides | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/meta-llama/llama-recipes/blob/main/recipes/3p_integrations/togetherai/multimodal_RAG_with_nvidia_investor_slide_deck.ipynb) [![](https://uohmivykqgnnbiouffke.supabase.co/storage/v1/object/public/landingpage/youtubebadge.svg)](https://youtu.be/IluARWPYAUc?si=gG90hqpboQgNOAYG)|
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 | [Llama_Contextual_RAG](https://github.com/meta-llama/llama-recipes/blob/main/recipes/3p_integrations/togetherai/llama_contextual_RAG.ipynb) | Implementation of Contextual Retrieval using Llama models. | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/meta-llama/llama-recipes/blob/main/recipes/3p_integrations/togetherai/llama_contextual_RAG.ipynb) |
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 | [PDF_to_Podcast](https://github.com/meta-llama/llama-recipes/blob/main/recipes/3p_integrations/togetherai/pdf_to_podcast_using_llama_on_together.ipynb) | Generate a podcast from PDF content NotebookLM style! | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/meta-llama/llama-recipes/blob/main/recipes/3p_integrations/togetherai/pdf_to_podcast_using_llama_on_together.ipynb) |
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 | [Knowledge_Graphs_with_Structured_Outputs](https://github.com/meta-llama/llama-recipes/blob/main/recipes/3p_integrations/togetherai/knowledge_graphs_with_structured_outputs.ipynb) | Get Llama to generate knowledge graphs | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/meta-llama/llama-recipes/blob/main/recipes/3p_integrations/togetherai/knowledge_graphs_with_structured_outputs.ipynb) |
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 | [Structured_Text_Extraction_from_Images](https://github.com/meta-llama/llama-recipes/blob/main/recipes/3p_integrations/togetherai/structured_text_extraction_from_images.ipynb) | Extract structured text from images | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/meta-llama/llama-recipes/blob/main/recipes/3p_integrations/togetherai/structured_text_extraction_from_images.ipynb) |
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 | [Text_RAG](https://github.com/meta-llama/llama-recipes/blob/main/recipes/3p_integrations/togetherai/text_RAG_using_llama_on_together.ipynb) | Implement text-based Retrieval-Augmented Generation | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/meta-llama/llama-recipes/blob/main/recipes/3p_integrations/togetherai/text_RAG_using_llama_on_together.ipynb) |
 
 ## Explore Further