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-weightarctic line of embedding models for free
on Hugging Face. The most recent model, snowflake-arctic-embed-m-v1.5 feature matryoshka embedding which allows for effective vector truncation.
You can use these models via the
HuggingFaceEmbeddings connector:
Document loader
You can use theSnowflakeLoader
to load data from Snowflake: