Unverified60% confidenceFactExact time
GraphRAG Blueprint offers two retrieval modes—local mode and global mode—where local mode targets precise factual question answering and global mode is oriented toward cross-document synthesis and summarization.
2
Sources
60%
Confidence
Medium-term (~90 days)
Relevance
8/31/2026
First Seen
Valid until: 11/29/2026
Sources
Related Entities
Related Claims
UnverifiedGraphRAG Blueprint adopts a domain-agnostic LLM prompt design, allowing users to migrate to different vertical domains by replacing prompt templates via the PROMPTS_PATH parameter.78% similarUnverifiedGraphQL's on-demand query mechanism allows callers to declare only the fields they need, with the server returning only those fields, making it naturally suited to the field-filtering approach.69% similarUnverifiedGraphRAG local queries execute k-hop graph traversal (typically k=1 or 2) to collect path information; global queries adopt a Map-Reduce strategy to generate answers based on community summaries.66% similarUnverifiedThe graph ranking algorithm of LeanGraphSearch can use methods such as Personalized PageRank, random walks, or weighted propagation with decay, using the semantic matching scores as seed signals that propagate along forward dependency edges.65% similarUnverifiedThe method introduces entity-driven GraphRAG retrieval, anchoring user questions on domain terms rather than relying solely on the closeness of semantic vectors.64% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/830454API
curl https://kongchang.com/api/v1/knowledge/claims/830454MCP
get_claim(id=830454)