DOC: Azure Cosmos DB No SQL

[Hela-Masri-shift]

URL

https://python.langchain.com/v0.2/docs/integrations/vectorstores/azure_cosmos_db_no_sql/

Checklist

• [X] I added a very descriptive title to this issue.
• [X] I included a link to the documentation page I am referring to (if applicable).

Issue with current documentation:

The current code does not work, it fails on document insertion with the following error TypeError: AzureCosmosDBNoSqlVectorSearch._from_kwargs() missing 1 required keyword-only argument: 'cosmos_database_properties'

Idea or request for content:

No response

[AnuragSa]

I am facing same issue

[DamirZelenic]

Looks like we need to define:

cosmos_database_properties = {"id": cosmos_database_name}

and then:

vector_search = AzureCosmosDBNoSqlVectorSearch.from_documents( documents=docs, embedding=openai_embeddings, cosmos_client=cosmos_client, database_name=cosmos_database_name, container_name=cosmos_container_name, vector_embedding_policy=vector_embedding_policy, indexing_policy=indexing_policy, cosmos_container_properties=cosmos_container_properties, cosmos_database_properties=cosmos_database_properties,)

Regards, Damir