All 7 RAG Pipeline Architecture questions
More in RAG Pipeline Architecture
What is RAG Pipeline Architecture Why is RAG Pipeline Architecture important in Retrieval Augmented Generation (RAG) What are the key parts or types of RAG Pipeline Architecture What are common mistakes to avoid with RAG Pipeline Architecture What is a real world example of RAG Pipeline Architecture What are best practices for RAG Pipeline Architecture
Advertisement
Retrieval Augmented Generation (RAG) › RAG Pipeline Architecture

How does RAG Pipeline Architecture work

Beginner

Answer

A typical pipeline converts a user query into an embedding, retrieves relevant documents from a vector database, then feeds those documents along with the query into a language model to generate a final answer.
Real-world example A well designed RAG pipeline architecture ensures the retrieved documents are relevant before passing them to the language model for a final response.

Common follow-ups: What is Retrieval Augmented Generation (RAG), How is RAG Pipeline Architecture evaluated in practice, What tools are commonly used for RAG Pipeline Architecture

Retrieval Augmented Generation (RAG) topics: Introduction to Retrieval Augmented Generation Vector Databases for RAG Embedding Models for Retrieval
All 7 RAG Pipeline Architecture questions