Hugging Face LLMs with SageMaker - RAG with Pinecone

Open Source LLMs on AWS SageMaker
Open Source RAG Pipeline
Deploying Hugging Face LLM on SageMaker
LLM Responses with Context
Why Retrieval Augmented Generation
Deploying our MiniLM Embedding Model
Creating the Context Embeddings
Downloading the SageMaker FAQs Dataset
Creating the Pinecone Vector Index
Making Queries in Pinecone
Implementing Retrieval Augmented Generation
Deleting our Running Instances