llm

How I Added Token & LLM Cost Estimation to the Indexing Pipeline of Microsoft GraphRAG

khaledalam May 6, 2025 No Comments

📄 The Motivation Working with LLM-based RAG (Retrieval-Augmented Generation) systems like Microsoft’s GraphRAG, you quickly learn one thing: token usage = money. Despite GraphRAG’s robust indexing flow, it lacked one…