Tech
Let’s Break Down a Full-Stack RAG Pipeline With React, Node.js & MongoDB
If you've built a normal full-stack application, you probably know this architecture:
React → Express → MongoDB
Now let's add an AI-powered RAG pipeline.
Our architecture becomes:
React
↓
Express API
↓
RAG Service
↓
Embedding Model
↓
MongoDB Vector Search
↓
Relevant Context
↓
LLM
↓
Response
Let's break it down.
What Are We Building?
Imagine a developer documentation assistant.
Users upload technical documentation, and lat...
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