@anvia/memgraph

@anvia/memgraph provides schema-first GraphRAG, managed ingestion, retrieval, and bounded graph exploration for Memgraph 3.6 and newer. It implements the portable contracts from @anvia/graph, so schemas, ingestion helpers, and Agent tools can be shared with Neo4j deployments.

Install

pnpm add @anvia/graph @anvia/memgraph @anvia/core zod

Registration modes

• managedKnowledgeGraph() provisions and owns Anvia labels and indexes, supports raw-text ingestion, and can hydrate source-chunk evidence.
• knowledgeGraph() validates application-owned indexes and provides read-only retrieval and exploration with { type: 'none' } evidence.

Managed graphs use Memgraph-native vector search, Tantivy text search, and bounded BFS traversal. The application retains ownership of source discovery, credentials, retry policy, authorization, and any application-native Cypher.

Continue

• Get started
• Capabilities
• Production boundaries
• API reference
• Knowledge GraphRAG guide