github/langchain
1
0
Fork 0
mirror of https://github.com/hwchase17/langchain.git synced 2025-08-12 14:23:58 +00:00
Code Issues Packages Projects Releases Wiki Activity

docs: add snowflake provider page (#20538)

Browse Source
This commit is contained in:
Erick Friis 2024-04-16 17:31:27 -07:00 committed by GitHub
parent 57b226532d
commit 0c95ddbcd8
No known key found for this signature in database
GPG Key ID: B5690EEEBB952194
1 changed files with 32 additions and 0 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

32
docs/docs/integrations/providers/snowflake.mdx Normal file
View File

@ -0,0 +1,32 @@
# Snowflake
> [Snowflake](https://www.snowflake.com/) 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](https://huggingface.co/Snowflake/snowflake-arctic-embed-l).
You can use these models via the
[HuggingFaceEmbeddings](/docs/integrations/text_embedding/huggingfacehub) connector:
```shell
pip install langchain-community sentence-transformers
```
```python
from langchain_community.text_embeddings import HuggingFaceEmbeddings
model = HuggingFaceEmbeddings(model_name="snowflake/arctic-embed-l")
```
## Document loader
You can use the [`SnowflakeLoader`](/docs/integrations/document_loaders/snowflake)
to load data from Snowflake:
```python
from langchain_community.document_loaders import SnowflakeLoader
```