Vector RAG vs Graph RAG

Description

This page contains information on the Pros and Cons of Vector RAG and Graph RAG. When choosing an approach, it is important to understand the advantages and disadvantages of each approach in order to maintain a balance between the capabilities and complexity of implementing the technology.

Pros and Cons of Vector RAG and Graph RAG

The choice of which technology to use depends on the domain and the task being solved. But the general approach is that Vector RAG is necessary when it is necessary to work with a clear description of the subject area and limit generative models to specific data structures and attribute values. This allows you to avoid hallucinations and make the process more manageable.