metadata
license: mit
A dataset consisting of Pokémon embeddings: text embeddings encoded from large amount of Pokémon metadata using nomic-ai/nomic-embed-text-v1.5, and image embeddings encoded from the official Pokémon artwork using nomic-ai/nomic-embed-vision-v1.5.
No other metadata besides the Pokémon ID is present to avoid invoking the Nintendo Ninjas. To see how to retrieve additional metadata, see the "Get More Metadata" section.
Fields
id: Pokémon National Dex ID, which maps to PokeAPI. "Special" Pokemon will have an id > 10000.text_embedding: 768D unit-normalized embedding of Pokémon metadata.image_embedding: 768D unit-normalized embedding of Pokémon images.umap_2d_x: x-coordinate value of a UMAP projection to 2D by concatenating the embeddings.umap_2d_y: y-coordinate value of a UMAP projection to 2D by concatenating the embeddings.
Get More Metadata
You can retrieve more metadata using PokeAPI. An example to get the id and name of all Pokémon:
import requests
graphql_query = """
{
pokemon_v2_pokemon(order_by: {id: asc}) {
id
name
}
}
"""
r = requests.post(
"https://beta.pokeapi.co/graphql/v1beta",
json={
"query": graphql_query,
},
)
pokemon = r.json()["data"]["pokemon_v2_pokemon"]
pokemon[0:10]
# [{'id': 1, 'name': 'bulbasaur'},
# {'id': 2, 'name': 'ivysaur'},
# {'id': 3, 'name': 'venusaur'},
# ...