README.md

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 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 mapes to PokeAPI. "Special" Pokemon will have an id > 10000.
• text_embedding: 768D embedding of Pokémon medatadata
• image_embedding: 768D 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:

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]