Snowflake Embeddings

Generate embeddings using Snowflake Arctic Embed models

Overview

Snowflake provides the Arctic Embed family of embedding models optimized for retrieval.

Quick Start

from praisonaiagents import embedding

result = embedding(
    input="Hello world",
    model="snowflake/snowflake-arctic-embed-m"
)
print(f"Dimensions: {len(result.embeddings[0])}")

CLI Usage

praisonai embed "Hello world" --model snowflake/snowflake-arctic-embed-m

Setup

export SNOWFLAKE_JWT="your-snowflake-jwt"

Available Models

Model	Dimensions
snowflake/snowflake-arctic-embed-m	768
snowflake/snowflake-arctic-embed-l	1024

Related

• Embedding Providers Overview