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docs: Update mongodb README.md (#24412)

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libs/partners/mongodb/README.md
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@ -6,7 +6,6 @@ pip install -U langchain-mongodb
``` ```
# Usage # Usage
- See [integrations doc](../../../docs/docs/integrations/providers/mongodb_atlas.ipynb) for more in-depth usage instructions.
- See [Getting Started with the LangChain Integration](https://www.mongodb.com/docs/atlas/atlas-vector-search/ai-integrations/langchain/#get-started-with-the-langchain-integration) for a walkthrough on using your first LangChain implementation with MongoDB Atlas. - See [Getting Started with the LangChain Integration](https://www.mongodb.com/docs/atlas/atlas-vector-search/ai-integrations/langchain/#get-started-with-the-langchain-integration) for a walkthrough on using your first LangChain implementation with MongoDB Atlas.
## Using MongoDBAtlasVectorSearch ## Using MongoDBAtlasVectorSearch
@ -37,4 +36,4 @@ vector_search_2 = MongoDBAtlasVectorSearch(
embeddings=OpenAIEmbeddings(disallowed_special=()), embeddings=OpenAIEmbeddings(disallowed_special=()),
index_name=ATLAS_VECTOR_SEARCH_INDEX_NAME, index_name=ATLAS_VECTOR_SEARCH_INDEX_NAME,
) )
``` ```