LlamaIndex Graph RAG Pipeline Implementation

Implement a LlamaIndex-based graph RAG pipeline capable of ingesting character lore documents and converting them into a queryable knowledge graph. Describe how GPT-5 will interact with this pipeline, utilizing MCP-enabled tools, to retrieve and synthesize relevant lore for character responses.