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Active Graph v1.2.0 makes the materialized graph projection pluggable, with FalkorDB as the first external backend, enabling native edges, Cypher query push-down, and a 30x performance improvement for 2-hop queries.
The author details their journey from a flat vector store to a graph database (FalkorDB) for AI memory, enabling multi-hop reasoning, temporal queries, and provenance tracking in their LocalClaw project.