Enhancing Connections: The Synergy of Knowledge Graphs and Vector Databases

If you have spent any time building AI agents for enterprise use cases this year, you have inevitably hit the "RAG Wall." The foundation models (Claude 3.5, GPT-4o) are incredible at reasoning, but they are fundamentally stateless. To fix this, the industry default has been flat semantic RAG: we dum