Snowflake

Snowflake is a cloud-based data-warehousing platform that allows you to store and query large amounts of data.

This page covers how to use the Snowflake ecosystem within LangChain.

Embedding models

Snowflake offers their open weight arctic line of embedding models for free on Hugging Face. You can use these models via the HuggingFaceEmbeddings connector:

pip install langchain-community sentence-transformers

from langchain_huggingface import HuggingFaceEmbeddings

model = HuggingFaceEmbeddings(model_name="snowflake/arctic-embed-l")

API Reference:HuggingFaceEmbeddings

Document loader

You can use the SnowflakeLoader to load data from Snowflake:

from langchain_community.document_loaders import SnowflakeLoader

API Reference:SnowflakeLoader