Vectors - Pawa AI Docs

client.vectors.create(...) maps to POST /vectors/embedding.

Create embeddings

from pawa_ai import PawaAI

client = PawaAI()

response = client.vectors.create(
    model="pawa-embeddings-v1-20241001",
    sentences=["Embed this sentence.", "And this one too."],
    lang="multi",
)

print(response.success)
print(len(response.embeddings))
print(len(response.embeddings[0]))  # vector dimensions

You can also pass input= instead of sentences=:

response = client.vectors.create(
    model="pawa-embeddings-v1-20241001",
    input=["Habari", "Karibu"],
    lang="sw",
)

Raw JSON

payload = client.vectors.create(
    sentences=["hello"],
    raw=True,
)
print(payload)

client.vectors.embeddings(...) is an alias for create.