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Onyx
by onyx-dot-app
System Card
Organizationonyx-dot-app
Released2023-01
Architecturehybrid / Enterprise search + agentic RAG
DetailsEnterprise search/chat layer supporting agentic RAG, deep research, custom agents, web search, code execution, voice, with enterprise features (SSO/RBAC/audit). Chat sessions carry persistent memory.
Parameters—
Domainrag-retrievalagent-memory
Open SourceYes
WebsiteVisit
CodeRepository
enterprise-searchdeep-researchssorbac
Capability Profile
Benchmark Scores
6 of 14 benchmarksLong-Context Retrieval1/5
Multi-Turn Recall1/2
MemoryBank
no dataCross-Session Memory1/1
Multi-Hop QA2/3
Agent Task Memory1/1
Personalization0/1
PerLTQA
no dataFactuality / Grounding0/1
RAGAS
no dataSources:Onyx (onyx-dot-app/onyx); evaluated on HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering (Stanford / CMU, 1809)Onyx (onyx-dot-app/onyx); evaluated on MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries (HKUST, 2401)Onyx (onyx-dot-app/onyx); evaluated on AgentBench Memory Track (Tsinghua KEG, 2308)Onyx (onyx-dot-app/onyx); evaluated on LoCoMo: Long-Term Conversational Memory Benchmark (Snap Research, 2402)Onyx (onyx-dot-app/onyx); evaluated on LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding (Tsinghua KEG, 2308)Onyx (onyx-dot-app/onyx); evaluated on LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory (Salesforce AI Research, 2410)