components llm_rag_create_faiss_index

LLM - Create FAISS Index

llm_rag_create_faiss_index

Overview

Creates a FAISS index from embeddings. The index will be saved to the output folder. The index will be registered as a Data Asset named asset_name if register_output is set to True.

Version: 0.0.70

Tags

Preview

View in Studio: https://ml.azure.com/registries/azureml/components/llm_rag_create_faiss_index/version/0.0.70

Inputs

Name	Description	Type	Default	Optional	Enum
embeddings	Folder containing embeddings to be indexed.	uri_folder

Outputs

Name	Description	Type
index	Uri Folder containing MLIndex yaml file and faiss/pickle files that hold data for the index	uri_folder

Environment

azureml:llm-rag-embeddings@latest