components llm_rag_create_faiss_index - Azure/azureml-assets GitHub Wiki

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: 0.0.72

Tags

Preview

View in Studio: https://ml.azure.com/registries/azureml/components/llm_rag_create_faiss_index/version/0.0.72

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

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