📘 GRAPH RAG

Complete Notes (First-Thought Principle)

1️⃣ PROBLEM STATEMENT (START FROM REALITY)

We have movie-related information and we want to answer complex questions like:

• Movies directed by Christopher Nolan
• Actors who worked in Nolan movies
• Actors who won Oscar in a different movie and genre
• Movies similar to Inception

Constraints

• Data is static (facts already exist)
• Questions are relational
• We must avoid hallucination
• System should be scalable

So the problem is NOT:

“Generate an answer”

The problem IS:

Retrieve correct facts and present them clearly

2️⃣ RAW DATA (MOVIE DOCUMENTATION EXAMPLE)