Unverified50% confidenceReleaseExact time
Zep v4 provides the graph.node.list tool, which sorts by degree and returns the most connected nodes first.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/13/2026
First Seen
Valid until: 1/11/2027
Sources
Related Entities
Related Claims
UnverifiedAfter Zep v4, each question requires only one call, and the Agent can directly list the most connected nodes, query the neighbors of a node, or pull a bounded subgraph.75% similarUnverifiedThe Zep v4 SDK and Context MCP Server already include capabilities such as hub nodes ranked by degree, neighbor lists with edge information, and bounded subgraphs that proactively declare their own limitations.69% similarUnverifiedZep v4 introduces a core concept: splitting graph interaction into two complementary capabilities, Search and Navigation; Search is responsible for finding locations matching a query, while Navigation starts from one node and pulls all content directly connected to it.69% similarUnverifiedZep v4's navigation interface packages nodes, edges, and their properties into a single response, essentially compressing "N+1 queries" into "1 query."68% similarUnverifiedThe core idea of GraphSAGE is to sample a fixed number of neighbors for the target node and then aggregate neighbor features layer by layer through aggregation functions, enabling inference on unseen nodes.59% similar
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