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CAMEL

by CAMEL-AI.org

System Card

OrganizationCAMEL-AI.org
Released2023-05
Architectureagentic-workflow / Stateful memory + storage + retrieval for agent societies
DetailsAgent + Society framework with core modules for Agents, Data Generation, Models, Tools, Memory, Storage, and graph-based retrieval. Emphasizes scaling laws for agent societies up to millions of agents.
Parameters—
Domainagent-memory
Open SourceYes
PaperView Paper
WebsiteVisit
CodeRepository
agent-societyscaling-lawsrole-playingapache-2

Capability Profile

Benchmark Scores

5 of 14 benchmarks
Data Transparency:5 estimated
Long-Context Retrieval
0/5
RULER
no data
NIAH
no data
LooGLE
no data
LongBench
no data
∞Bench
no data
Multi-Turn Recall
1/2
LoCoMo
77.268pEstimated
MemoryBank
no data
Cross-Session Memory
1/1
LongMemEval
79.474pEstimated
Multi-Hop QA
2/3
BABILong
no data
MultiHop-RAG
71.144pEstimated
HotpotQA
75.674pEstimated
Agent Task Memory
1/1
AgentBench-Mem
7226pEstimated
Personalization
0/1
PerLTQA
no data
Factuality / Grounding
0/1
RAGAS
no data
Sources:Arena estimate — derived from capability profile, not independently verified