Freaks City

GraphRAG represents a paradigm shift in retrieval-augmented generation by leveraging hierarchical knowledge graphs to overcome the limitations of vector-based semantic search. Unlike conventional RAG implementations that struggle with cross-document reasoning and holistic dataset comprehension, this architecture extracts entity-relationship str ...