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Nomic Atlas

by Nomic AI Inc.

System Card

OrganizationNomic AI Inc.
Released2022-10
Architectureexternal-memory-network / embedding visualization and retrieval platform
DetailsNomic Atlas is an interactive data map platform for exploring, organizing, and searching large embedding datasets. It provides nomic-embed-text and nomic-embed-vision models (fully open weights on HuggingFace) that run locally or via API. Atlas visualizes millions of embeddings via UMAP/t-SNE interactively in a browser. Also maintains GPT4All, an open-source local LLM runtime.
Parameters—
Domainrag-retrievalpersonalization
Open SourceYes
WebsiteVisit
open-weightsvisualizationlocal-inferenceUMAPGPT4All

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
69.324pEstimated
MemoryBank
59.63pEstimated
Cross-Session Memory
1/1
LongMemEval
64.620pEstimated
Multi-Hop QA
2/3
BABILong
no data
MultiHop-RAG
69.735pEstimated
HotpotQA
6633pEstimated
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