From 871bf5a841d01ff352bf4dcea4cf7de73d8fca85 Mon Sep 17 00:00:00 2001 From: Daniel Campos Date: Thu, 25 Jul 2024 13:48:54 -0400 Subject: [PATCH] docs: Update snowflake.mdx for arctic-m-v1.5 (#24678) Thank you for contributing to LangChain! - [ ] **PR title**: "package: description" - Where "package" is whichever of langchain, community, core, experimental, etc. is being modified. Use "docs: ..." for purely docs changes, "templates: ..." for template changes, "infra: ..." for CI changes. - Example: "community: add foobar LLM" - [ ] **PR message**: ***Delete this entire checklist*** and replace with - **Description:** a description of the change - **Issue:** the issue # it fixes, if applicable - **Dependencies:** any dependencies required for this change - **Twitter handle:** if your PR gets announced, and you'd like a mention, we'll gladly shout you out! - [ ] **Add tests and docs**: If you're adding a new integration, please include 1. a test for the integration, preferably unit tests that do not rely on network access, 2. an example notebook showing its use. It lives in `docs/docs/integrations` directory. - [ ] **Lint and test**: Run `make format`, `make lint` and `make test` from the root of the package(s) you've modified. See contribution guidelines for more: https://python.langchain.com/docs/contributing/ Additional guidelines: - Make sure optional dependencies are imported within a function. - Please do not add dependencies to pyproject.toml files (even optional ones) unless they are required for unit tests. - Most PRs should not touch more than one package. - Changes should be backwards compatible. - If you are adding something to community, do not re-import it in langchain. If no one reviews your PR within a few days, please @-mention one of baskaryan, efriis, eyurtsev, ccurme, vbarda, hwchase17. --- docs/docs/integrations/providers/snowflake.mdx | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/docs/integrations/providers/snowflake.mdx b/docs/docs/integrations/providers/snowflake.mdx index cea1755b88..c42c719758 100644 --- a/docs/docs/integrations/providers/snowflake.mdx +++ b/docs/docs/integrations/providers/snowflake.mdx @@ -7,8 +7,8 @@ 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). +Snowflake offers their open-weight `arctic` line of embedding models for free +on [Hugging Face](https://huggingface.co/Snowflake/snowflake-arctic-embed-m-v1.5). The most recent model, snowflake-arctic-embed-m-v1.5 feature [matryoshka embedding](https://arxiv.org/abs/2205.13147) which allows for effective vector truncation. You can use these models via the [HuggingFaceEmbeddings](/docs/integrations/text_embedding/huggingfacehub) connector: @@ -19,7 +19,7 @@ pip install langchain-community sentence-transformers ```python from langchain_huggingface import HuggingFaceEmbeddings -model = HuggingFaceEmbeddings(model_name="snowflake/arctic-embed-l") +model = HuggingFaceEmbeddings(model_name="snowflake/arctic-embed-m-v1.5") ``` ## Document loader