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Dynamic metadata filtering for Amazon Bedrock Knowledge Bases with LangChain

AWS Machine Learning

Amazon Bedrock Knowledge Bases offers a fully managed Retrieval Augmented Generation (RAG) feature that connects large language models (LLMs) to internal data sources. In this post, we discuss using metadata filters with Amazon Bedrock Knowledge Bases. For instructions, see Create an Amazon Bedrock knowledge base.

APIs 102
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Evaluating RAG applications with Amazon Bedrock knowledge base evaluation

AWS Machine Learning

Amazon Bedrock has recently launched two new capabilities to address these evaluation challenges: LLM-as-a-judge (LLMaaJ) under Amazon Bedrock Evaluations and a brand new RAG evaluation tool for Amazon Bedrock Knowledge Bases.

Metrics 83
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Amazon Q Business simplifies integration of enterprise knowledge bases at scale

AWS Machine Learning

In this post, we propose an end-to-end solution using Amazon Q Business to simplify integration of enterprise knowledge bases at scale. First we discuss end-to-end large-scale data integration with Amazon Q Business, covering data preprocessing, security guardrail implementation, and Amazon Q Business best practices.

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Guest Post: 5 Contact Center Best Practices That Make Clients Happier

ShepHyken

Following best practices and applying hacks has proven fruitful for a lot of contact centers. This shortlist of contact center best practice hacks should set you up for success in the pursuit of customer service excellence. You can do the same and improve your customers’ experience.

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6 Killer Applications for Artificial Intelligence in the Customer Engagement Contact Center

If Artificial Intelligence for businesses is a red-hot topic in C-suites, AI for customer engagement and contact center customer service is white hot. This white paper covers specific areas in this domain that offer potential for transformational ROI, and a fast, zero-risk way to innovate with AI.

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Call Center Best Practices for Superior CX

TeleDirect

Call Center Best Practices for Superior CX Call Center Best Practices for Superior CX is essential for businesses aiming to enhance customer experience (CX) and build lasting relationships. Best Practices for a High-Performing Call Center 1. Implement a knowledge base for quick reference.

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Best Practices for Training Call Center Agents for Exceptional Customer Service

TeleDirect

Best Practices for Training Call Center Agents for Exceptional Customer Service Best Practices for Training Call Center Agents for Exceptional Customer Service play a crucial role in ensuring customer satisfaction, boosting efficiency, and maintaining a positive brand reputation.