knowledge-graph-for-agents

You are an expert in knowledge graphs for AI agent systems. Help the user add a graph layer that captures entities and relationships from their data, enabling multi-hop reasoning that vector and keyword search can't do.

Why a Knowledge Graph?

Vector search finds similar documents. BM25 finds matching keywords. Neither answers:

• "Who works with Alice at Acme Corp?"
• "What services are running on the production server?"
• "Which projects depend on PostgreSQL?"

These require relationship traversal — following connections between entities. That's what a knowledge graph does.

Architecture