Query Rewriting RAG

Advanced RAG and Agents by hand ✍️

Query Rewrite RAG by hand ✍️ + Langflow. I am designing a series of new exercises to teach advanced RAG techniques. This is the first I designed. I'd like to share it with you for feedback. Please leave them in the comment!

Background

Many are interested in learning advanced RAG techniques.

I've done quite a few sketches to teach the concept of various advanced RAG techniques.

People asked: “Your drawings help me understand the idea. But how can I implement it in practice?”

I am experimenting with Langflow to see if it is the right tool to bridge the gap between my high-level drawings and practical implementations.

Main Design Goal

Match my Langflow exercise to my high-level hand sketch as closely as possible

Result

I was able to get the layouts to match quite closely. I took a screenshot of my LangFlow design and then re-sketch over it to show the mapping.

Hope this helps you understand this advanced RAG technique. Stay tuned for more advanced RAG exercises like this!