GraphRAG Alternatives and Ecosystem Comparison

The ecosystem includes: Microsoft GraphRAG (reference implementation, full pipeline), LightRAG (70% fewer tokens, simpler), AWS GraphRAG Toolkit (enterprise-focused with Neptune + Bedrock), LangChain + Neo4j (flexible, customizable), LlamaIndex Knowledge Graph Index (quick prototyping), and nano-graphrag (~800 lines, educational).