AWS Cost Advisor : A Q&A Assistant for AWS Cost Management

Building a Retrieval Augmented Generation (RAG) Pipeline with AWS SageMaker, Hugging Face Transformer and Langchain

Introduction

AWS Cost Advisor is an AI tool that is designed to help users optimize their cloud costs by providing cost recommendations, identifying cost anomalies, and offering cost-saving suggestions. The tool is built using Retrieval-Augmented Generation (RAG), a combination of retrieval-based and generation-based techniques. The knowledge database of the AWS Cost Advisor is built using AWS Cost Management FAQs as a vector database that is …

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