About
Open-source embedding and data exploration. Nomic Embed models, Atlas visualization, and GPT4All integration.
Features
- Nomic Embed: open-source text embedding model with 768-dimension output, top-ranked on MTEB
- Atlas: interactive 2D/3D map visualization of up to 100 million data points with search and labeling tools
- GPT4All local LLM runner: desktop app supporting dozens of open-source models with plug-and-play UI
- Integrated pipeline from embedding to visualization to chat, all within the Nomic ecosystem
- Python library for generating embeddings and uploading data to Atlas programmatically
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