pandyamarut / nomic

Interact, analyze and structure massive text, image, embedding, audio and video datasets

Atlas

Explore, label, search and share massive datasets in your web browser.

Colab Demo

📕 Atlas Python Client Documentation

🛖 Discord

Example Maps

🗺️ Map of Twitter (5.4 million tweets)

🗺️ Map of StableDiffusion Generations (6.4 million images)

🗺️ Map of NeurIPS Proceedings (16,623 abstracts)

Quickstart

Install the Nomic client with:

pip install nomic

Login/create your Nomic account:

nomic login

Follow the instructions to obtain your access token. Enter your access token with:

nomic login [token]

Make your first map:

from nomic import atlas
import numpy as np

num_embeddings = 10000
embeddings = np.random.rand(num_embeddings, 256)

response = atlas.map_embeddings(embeddings=embeddings)
print(response)

Explore Atlas' documentation to make more advanced maps.