components llm_rag_update_cosmos_mongo_vcore_index

LLM - Update Azure Cosmos Mongo vCore Index

llm_rag_update_cosmos_mongo_vcore_index

Overview

Uploads embeddings into Azure Cosmos Mongo vCore collection/index specified in azure_cosmos_mongo_vcore_config. The collection/index will be created if it doesn't exist.

The collection/index will have the following fields populated:

• "_id", String, key=True
• "content", String
• "contentVector", Collection(Single)
• "url", String
• "filepath", String
• "title", String
• "metadata_json_string", String

"metadata_json_string" contains all metadata for a document serialized as a JSON string.

Version: 0.0.31

Tags

Preview

View in Studio: https://ml.azure.com/registries/azureml/components/llm_rag_update_cosmos_mongo_vcore_index/version/0.0.31

Inputs

Name	Description	Type	Default	Optional	Enum
embeddings	Embeddings output produced from parallel_create_embeddings.	uri_folder
azure_cosmos_mongo_vcore_config	JSON string containing the Azure Cosmos Mongo vCore configuration. e.g. {"database_name": "my-db", "collection_name": "my-collection", "index_name": "my-index"}	string
connection_id	The connection id of the Azure Cosmos Mongo vCore provider to use.	string		True

Outputs

Name	Description	Type
index	Uri folder containing the MLIndex yaml describing the newly created/updated Azure Cosmos Mongo vCore collection/index.	uri_folder

Environment

azureml:llm-rag-embeddings@latest