Module
Time to Build
You have the foundations. Now it is time to build.
In this module, you will use your coding agent — powered by the GraphAcademy MCP server — to build a Full definition for GraphRAG (opens in a new tab)Retrieval-augmented generation whose context comes from a knowledge graph, so the model can follow the relationships between facts. application against your Neo4j instance.
You will start with a short guided walkthrough to scaffold a working application and prove every piece is connected. After that, the build is open-ended: you decide what to build, and the tools are there to help you when you need them.
By the end of this module, you will have:
- Built a GraphRAG application connected to your Neo4j instance
- Used the GraphAcademy MCP server tools to model, query, and scaffold your application
- Seen first-hand how graph Full definition for traversal (opens in a new tab)Following relationships from one node to the next to reach other parts of a graph. gives an Go to glossary for large language model (opens in a new tab)A model trained on text to predict the next token, and so to generate language. richer, more accurate context