diff --git a/recipes/3p_integrations/togetherai/README.md b/recipes/3p_integrations/togetherai/README.md
index 0d84b12c8..30d496227 100644
--- a/recipes/3p_integrations/togetherai/README.md
+++ b/recipes/3p_integrations/togetherai/README.md
@@ -12,12 +12,12 @@ While the code examples are primarily written in Python/JS, the concepts can be
 
 | Cookbook | Description | Open |
 | -------- | ----------- | ---- |
-| [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)|
+| [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)|
 | [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) |
-| [Llama NotebookLM](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) |
-| [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) |
-| [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) |
-| [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) |
+| [Llama 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 using Llama. | [![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) |
+| [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) |
+| [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) |
+| [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
 
@@ -31,4 +31,3 @@ Looking for more resources to enhance your experience with open source models? C
 
 - [Together AI Research](https://www.together.ai/research): Explore papers and technical blog posts from our research team.
 - [Together AI Blog](https://www.together.ai/blog): Explore technical blogs, product announcements and more on our blog.
-