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Quivr

by QuivrHQ

System Card

OrganizationQuivrHQ
Released2023-05
Architecturevector-rag / "Second brain" opinionated RAG
DetailsPython RAG framework with YAML-defined workflows, pgvector / Faiss stores, Megaparse ingestion, multi-LLM. Personal "second brain" with per-brain memory.
Parameters—
Domainrag-retrievalpersonalization
Open SourceYes
WebsiteVisit
CodeRepository
second-brainmegaparseyamlpersonal

Capability Profile

Benchmark Scores

6 of 14 benchmarks
Data Transparency:6 estimated
Long-Context Retrieval
1/5
RULER
no data
NIAH
no data
LooGLE
no data
LongBench
603pEstimated
∞Bench
no data
Multi-Turn Recall
2/2
LoCoMo
55.34pEstimated
MemoryBank
6411pEstimated
Cross-Session Memory
1/1
LongMemEval
60.614pEstimated
Multi-Hop QA
2/3
BABILong
no data
MultiHop-RAG
60.45pEstimated
HotpotQA
64.729pEstimated
Agent Task Memory
0/1
AgentBench-Mem
no data
Personalization
0/1
PerLTQA
no data
Factuality / Grounding
0/1
RAGAS
no data
Sources:Arena estimate — derived from capability profile, not independently verified