Jina AI Embeddings

from praisonaiagents import embedding

result = embedding(
    input="Hello world",
    model="jina_ai/jina-embeddings-v3"
)
print(f"Dimensions: {len(result.embeddings[0])}")

praisonai embed "Hello world" --model jina_ai/jina-embeddings-v3

export JINA_API_KEY="your-jina-api-key"

from praisonaiagents import embedding

texts = ["Document 1", "Document 2", "Document 3"]
result = embedding(
    input=texts,
    model="jina_ai/jina-embeddings-v3"
)
print(f"Generated {len(result.embeddings)} embeddings")