AWS Machine Learning - AI

NOVEMBER 19, 2024

In this post, we demonstrate how to create an automated email response solution using Amazon Bedrock and its features, including Amazon Bedrock Agents , Amazon Bedrock Knowledge Bases , and Amazon Bedrock Guardrails. Solution overview This section outlines the architecture designed for an email support system using generative AI.

Knowledge Base 108

Knowledge Base Technical Review Generative AI AWS 108

AWS Machine Learning - AI

MARCH 7, 2025

In this post, we describe the development journey of the generative AI companion for Mozart, the data, the architecture, and the evaluation of the pipeline. Data: Policy forms Mozart is designed to author policy forms like coverage and endorsements. The following diagram illustrates the solution architecture.

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Generative AI Technical Review Insurance Policies 99

AWS Machine Learning - AI

OCTOBER 24, 2024

They use the developer-provided instruction to create an orchestration plan and then carry out the plan by invoking company APIs and accessing knowledge bases using Retrieval Augmented Generation (RAG) to provide a final response to the end user. We use Amazon Bedrock Agents with two knowledge bases for this assistant.

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Generative AI Artificial Inteligence Applications Knowledge Base 97

AWS Machine Learning - AI

SEPTEMBER 18, 2024

The following diagram illustrates our solution architecture. Solutions architecture The workflow includes the following steps: The client profile is stored as key-value pairs in JSON format. All the information retrieved from Amazon Bedrock Knowledge Bases is provided with citations to improve transparency and increase accuracy.

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Generative AI Artificial Inteligence Fractional CTO Guidelines 127

AWS Machine Learning - AI

MARCH 5, 2025

These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques. Generative AI question-answering applications are pushing the boundaries of enterprise productivity.

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Generative AI Systems Review Software Review Artificial Inteligence 76

CIO

FEBRUARY 21, 2024

Choosing the right data architecture Currently, there are two primary technologies that are used to organize the data and the context needed for a RAG framework to generate accurate, relevant responses: Vector Databases (DBs) and Knowledge Graphs.

Artificial Inteligence 97

Artificial Inteligence Generative AI Insurance Artificial Intelligence 97

AWS Machine Learning - AI

AUGUST 26, 2024

Our internal AI sales assistant, powered by Amazon Q Business , will be available across every modality and seamlessly integrate with systems such as internal knowledge bases, customer relationship management (CRM), and more. Dynamic templates – Adapt prompt templates based on retrieved customer information.

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Generative AI AWS Artificial Inteligence Technical Review 128