This repository packages the microsoft/graphrag library into a deployable Azure solution. It exposes API endpoints for triggering indexing pipelines and querying the knowledge graph. The system uses knowledge graph memory structures to retrieve and augment LLM responses, improving output quality by incorporating structured relational information beyond simple vector search.