Skills › RAG & Vector Search

RAG Basics

Build a basic RAG pipeline — chunk, embed, retrieve, and generate.

beginner 🔍 RAG & Vector Search
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After this skill you can…

  • Chunk documents with LangChain or LlamaIndex
  • Generate embeddings and store in a vector DB
  • Build a Q&A app over your own data

Prerequisites

LLM Foundations

Learn this skill (2 videos)

Build and Deploy a GenAI RAG Chatbot on AWS: Bedrock, LlamaIndex & AppRunner
Analytics Vidhya · intermediate
Encoder-Only Transformers (like BERT) for RAG, Clearly Explained!!!
StatQuest (Josh Starmer) · beginner