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Documentation Index

Fetch the complete documentation index at: https://docs.praison.ai/llms.txt

Use this file to discover all available pages before exploring further.

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

ModelDimensions
snowflake/snowflake-arctic-embed-m768
snowflake/snowflake-arctic-embed-l1024