Anthropic

Walk through a complete RAG pipeline from start to finish. Learn how chunking, embeddings, vector databases, and cosine similarity work together to retrieve relevant information and generate accurate AI responses.

Learn how semantic search uses text embeddings to find the most relevant chunks in a RAG pipeline. Understand embeddings, implement VoyageAI for generating embeddings, and discover how to match user queries with the right content.