Retrieval Augmented Generation (RAG) - SageMaker
![Retrieval Augmented Generation (RAG) - SageMaker](https://docs.aws.amazon.com/images/sagemaker/latest/dg/images/jumpstart/jumpstart-fm-rag.jpg)
Customize a foundation model with Retrieval Augmented Generation (RAG).
![](https://d2908q01vomqb2.cloudfront.net/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59/2023/09/14/DBSBLOG-14696_Image_3.jpg)
Simplify access to internal information using Retrieval Augmented Generation and LangChain Agents
![](https://assets-global.website-files.com/5e069c660d37a18c17207c29/658239ed5f055092ffd9a7b7_xV-cjXF5tjHJbn3VofkB8fGo0dNKnOEx76K2xm1KLQHkRYywM5kLSyIBGUzAdGB1RzV6cPHsUaaqwAjICHUZU92ihs__UbKIkHEsnibgTB_t0WTc6xcBsNYgv-sfF01O4c81yyaJs9KW5ErxIL-HJ9g.png)
10 Lessons from Developing an AI Chatbot Using Retrieval-Augmented Generation
![](https://miro.medium.com/v2/resize:fit:1358/1*Q_AlhCw8zmt47Mwful8nEw.png)
Get Started with Machine Learning Faster Using SageMaker JumpStart, by Shubham Krishna
Build your Retrieval Augmented Generation (RAG) projects with SageMaker Studio. 🔧☁️🤖 AWS Machine Learning posted on the topic
![](https://miro.medium.com/v2/resize:fit:1400/1*KmSZXpjilDbb0gE34AXJcQ.png)
Sales predictions with Snowflake external functions and AWS Sagemaker Autopilot, by Fabian Hernandez
![](https://knowledge.dataiku.com/latest/_images/ext-score-sagemaker.png)
Tutorial Surface external models within Dataiku - Dataiku Knowledge Base
![](https://community.aws/raw-post-images/posts/build-generative-ai-applications-with-amazon-bedrock/images/image%202.png)
Community Patterns for Building Generative AI Applications on Bedrock
LLM Chatbot with Retrieval Augmented Generation (RAG) on AWS
![](https://miro.medium.com/v2/resize:fit:1400/1*B5o5ZalyxYHc-vl9j4hQhw.png)
Remembering Conversations: Building Chatbots with Short and Long-Term Memory on AWS, by Arun Shankar