diff --git a/notebooks/README.md b/notebooks/README.md
index c6ed8f97ff0..985743c2e8a 100644
--- a/notebooks/README.md
+++ b/notebooks/README.md
@@ -50,6 +50,7 @@
 - [Structure Extraction with NuExtract and OpenVINO](./nuextract-structure-extraction/nuextract-structure-extraction.ipynb)
 - [Visual-language assistant with nanoLLaVA and OpenVINO](./nano-llava-multimodal-chatbot/nano-llava-multimodal-chatbot.ipynb)
 - [Controllable Music Generation with MusicGen and OpenVINO](./music-generation/music-generation.ipynb)
+- [Multimodal RAG for video analytics with LlamaIndex](./multimodal-rag/multimodal-rag-llamaindex.ipynb)
 - [Multi LoRA Image Generation](./multilora-image-generation/multilora-image-generation.ipynb)
 - [Visual Content Search using MobileCLIP and OpenVINO](./mobileclip-video-search/mobileclip-video-search.ipynb)
 - [Visual-language assistant with Llama-3.2-11B-Vision and OpenVINO](./mllama-3.2/mllama-3.2.ipynb)
@@ -231,6 +232,7 @@
 - [Visual-language assistant with nanoLLaVA and OpenVINO](./nano-llava-multimodal-chatbot/nano-llava-multimodal-chatbot.ipynb)
 - [Named entity recognition with OpenVINO™](./named-entity-recognition/named-entity-recognition.ipynb)
 - [Controllable Music Generation with MusicGen and OpenVINO](./music-generation/music-generation.ipynb)
+- [Multimodal RAG for video analytics with LlamaIndex](./multimodal-rag/multimodal-rag-llamaindex.ipynb)
 - [Multi LoRA Image Generation](./multilora-image-generation/multilora-image-generation.ipynb)
 - [Visual Content Search using MobileCLIP and OpenVINO](./mobileclip-video-search/mobileclip-video-search.ipynb)
 - [MMS: Scaling Speech Technology to 1000+ languages with OpenVINO™](./mms-massively-multilingual-speech/mms-massively-multilingual-speech.ipynb)