> ## Documentation Index
> Fetch the complete documentation index at: https://r2r-patch-fix-ingestion.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Enrich Graph

> This endpoint enriches the graph with additional information. It creates communities of nodes based on their similarity and adds embeddings to the graph. This step is necessary for GraphRAG to work.