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AgentScope

by ModelScope (Alibaba)

System Card

OrganizationModelScope (Alibaba)
Released2024-01
Architectureagentic-workflow / Production agent framework with pluggable memory
DetailsProduction-ready agent framework with InMemoryMemory, database-backed memory, memory compression, long-term memory via ReMe integration, SQLite-session persistence, OpenTelemetry. ReAct agents and MCP-native.
Parameters—
Domainagent-memorylong-context
Open SourceYes
PaperView Paper
WebsiteVisit
CodeRepository
alibabaproductionreme-integrationmemory-compression

Capability Profile

Benchmark Scores

6 of 14 benchmarks
Data Transparency:6 estimated
Long-Context Retrieval
2/5
RULER
no data
NIAH
no data
LooGLE
no data
LongBench
603pEstimated
∞Bench
70.39pEstimated
Multi-Turn Recall
1/2
LoCoMo
7548pEstimated
MemoryBank
no data
Cross-Session Memory
0/1
LongMemEval
no data
Multi-Hop QA
2/3
BABILong
75.651pEstimated
MultiHop-RAG
no data
HotpotQA
75.372pEstimated
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