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GraphRAG-SDK

by FalkorDB

System Card

OrganizationFalkorDB
Released2024-05
Architecturegraph-rag / Ontology-driven KG + multi-agent orchestration
DetailsWorkflow for ontology creation (auto or manual), KG construction on FalkorDB, and multi-agent chat sessions. Customizable Cypher-generation and QA prompts; LiteLLM-compatible.
Parameters—
Domainrag-retrievalknowledge-graph
Open SourceYes
WebsiteVisit
CodeRepository
falkordbontologymulti-agentcypher

Capability Profile

Benchmark Scores

6 of 14 benchmarks
Data Transparency:6 estimated
Long-Context Retrieval
2/5
RULER
68.321pEstimated
NIAH
no data
LooGLE
no data
LongBench
603pEstimated
∞Bench
no data
Multi-Turn Recall
0/2
LoCoMo
no data
MemoryBank
no data
Cross-Session Memory
1/1
LongMemEval
70.925pEstimated
Multi-Hop QA
2/3
BABILong
no data
MultiHop-RAG
7579pEstimated
HotpotQA
69.542pEstimated
Agent Task Memory
0/1
AgentBench-Mem
no data
Personalization
0/1
PerLTQA
no data
Factuality / Grounding
1/1
RAGAS
70.351pEstimated
Sources:Arena estimate — derived from capability profile, not independently verified