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Building scalable, secure, and reliable RAG applications using Knowledge Bases for Amazon Bedrock

AWS Machine Learning

This post explores the new enterprise-grade features for Knowledge Bases on Amazon Bedrock and how they align with the AWS Well-Architected Framework. AWS Well-Architected design principles RAG-based applications built using Knowledge Bases for Amazon Bedrock can greatly benefit from following the AWS Well-Architected Framework.

APIs 127
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How to Reduce Wait Times and Improve Customer Satisfaction in Call Centers

TeleDirect

Encourage the use of knowledge bases for quick access to customer information. A: The industry standard is less than 20 seconds for inbound calls, but businesses should aim for as short as possible without compromising service quality. Train agents to stay focused and avoid unnecessary small talk.

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Evaluate large language models for your machine translation tasks on AWS

AWS Machine Learning

The prompt generator invokes the appropriate knowledge base according to the selected mode. Strategy for TM knowledge base The LLM translation playground offers two options to incorporate the translation memory into the prompt. The request is sent to the prompt generator. For this post, we use a document store.

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25 Call Center Technology Trends to Watch in 2021

Callminer

It’s critical that organizations proactively stay ahead of these changes and work to take on top of changing industry standards. New Challenges for Call Centers in 2021. More Flexible Service Solutions. ” – Amir P., Customer Service trends in 2021 , AeroAdmin.

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Using Agents for Amazon Bedrock to interactively generate infrastructure as code

AWS Machine Learning

This solution uses Retrieval Augmented Generation (RAG) to ensure the generated scripts adhere to organizational needs and industry standards. An AWS account with the appropriate IAM permissions to create Amazon Bedrock agents and knowledge bases, Lambda functions, and IAM roles. Go directly to the Knowledge Base section.

Scripts 139
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Call Center Best Practices for Superior CX

TeleDirect

Implement a knowledge base for quick reference. Implement improvements based on recurring feedback. Compliance with industry standards helps maintain customer trust. A high FCR rate reduces customer frustration and increases brand trust. How to improve FCR: Train agents to handle a wide range of customer inquiries.

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Generate customized, compliant application IaC scripts for AWS Landing Zone using Amazon Bedrock

AWS Machine Learning

These generated scripts are tailored to meet your organization’s unique requirements while conforming to industry standards for security and compliance. These scripts serve as a foundational starting point, requiring further refinement and validation to make sure they meet production-level standards.

Scripts 130