From d53d384bd8a2cb6a23ef1cbf81cd03fa9c9754bd Mon Sep 17 00:00:00 2001 From: murrayhu-mdb Date: Thu, 21 May 2026 12:05:29 +0100 Subject: [PATCH] Update README.md --- notebooks/rag/README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/notebooks/rag/README.md b/notebooks/rag/README.md index 9c450cf7..c2a5ccf7 100644 --- a/notebooks/rag/README.md +++ b/notebooks/rag/README.md @@ -1,4 +1,4 @@ -Jupyter Notebooks demonstrating various Retrieval Augmented Generation (RAG) implementations using LLM providers, frameworks and MongoDB Atlas Vector Search. +Jupyter Notebooks demonstrating various Retrieval Augmented Generation (RAG) implementations using LLM providers, frameworks and MongoDB Vector Search. | Title | Stack | Notebook | |-------|-------|----------| @@ -8,7 +8,7 @@ Jupyter Notebooks demonstrating various Retrieval Augmented Generation (RAG) imp | RAG Chunking Strategies | MongoDB Atlas, LangChain | [![View Notebook](https://img.shields.io/badge/view-notebook-orange?logo=jupyter)](https://github.com/mongodb-developer/GenAI-Showcase/blob/main/notebooks/rag/rag_chunking_strategies.ipynb) | | OpenAI Text Embeddings | MongoDB Atlas, OpenAI | [![View Notebook](https://img.shields.io/badge/view-notebook-orange?logo=jupyter)](https://github.com/mongodb-developer/GenAI-Showcase/blob/main/notebooks/rag/openai_text_3_emebdding.ipynb) | | Naive RAG Implementation | MongoDB Atlas, LlamaIndex | [![View Notebook](https://img.shields.io/badge/view-notebook-orange?logo=jupyter)](https://github.com/mongodb-developer/GenAI-Showcase/blob/main/notebooks/rag/naive_rag_implemenation_llamaindex.ipynb) | -| LangChain.js Memory | MongoDB Atlas, LangChain.js | [![View Notebook](https://img.shields.io/badge/view-notebook-orange?logo=jupyter)](https://github.com/mongodb-developer/GenAI-Showcase/blob/main/notebooks/rag/mongodb-langchain-js-memory.ipynb) | +| LangChain.js Memory | MongoDB , LangChain.js | [![View Notebook](https://img.shields.io/badge/view-notebook-orange?logo=jupyter)](https://github.com/mongodb-developer/GenAI-Showcase/blob/main/notebooks/rag/mongodb-langchain-js-memory.ipynb) | | DeepSeek RAG Pipeline | MongoDB Atlas, DeepSeek | [![View Notebook](https://img.shields.io/badge/view-notebook-orange?logo=jupyter)](https://github.com/mongodb-developer/GenAI-Showcase/blob/main/notebooks/rag/deepseek_r1_rag_pipeline_with_mongodb.ipynb) | | LangChain Cache Memory | MongoDB Atlas, LangChain | [![View Notebook](https://img.shields.io/badge/view-notebook-orange?logo=jupyter)](https://github.com/mongodb-developer/GenAI-Showcase/blob/main/notebooks/rag/mongodb-langchain-cache-memory.ipynb) | | RAG with LlamaIndex | MongoDB Atlas, LlamaIndex | [![View Notebook](https://img.shields.io/badge/view-notebook-orange?logo=jupyter)](https://github.com/mongodb-developer/GenAI-Showcase/blob/main/notebooks/rag/building_RAG_with_LlamaIndex_and_MongoDB_Vector_Database.ipynb) |