feat: redesign multi-hop reasoning, add sticky layout, query logs history tracking, and hybrid fallback search

feat: improve graph visualization, stabilize multi-hop path reasoning, and update multi-hop page styling

feat: complete frontend and backend integration and security configurations

feat: implement GraphRAG Phase 1 backend service layer and test suite

initialise the Graphrag knowledge ai