Guides

How to visualize embeddings

How to visualize embeddings with UMAP, tSNE and Atlas

Improve Model Performance

Visualize embedding distributions to improve your AI model representations

Building RAG Applications

Learn how to use Atlas for efficient semantic search and retrieval in your AI applications

Image Classification

Use Atlas's multimodal capabilities to create and evaluate image classification models

Fast Retrieval

Learn how to optimize performance by reducing embedding dimensions while maintaining accuracy

RAG Over PDFs with Nomic Embed Multimodal

Retrieve relevant PDF pages using Nomic Embed Multimodal

RAG Over PDFs with ColNomic Embed Multimodal

Retrieve relevant PDF pages using ColNomic Embed Multimodal, a multi-vector late interaction model

Using UMAP with Atlas

Learn how to use and configure UMAP dimensionality reduction in Nomic Atlas