AWS Machine Learning - AI

APRIL 24, 2024

They also allow for simpler application layer code because the routing logic, vectorization, and memory is fully managed. It uses the provided conversation history, action groups, and knowledge bases to understand the context and determine the necessary tasks. This text input is captured and sent to the AI assistant.

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Artificial Inteligence Lambda Knowledge Base IoT 110

AWS Machine Learning - AI

JUNE 26, 2024

Generative AI agents, which form the backbone of AI-powered assistants, can orchestrate interactions between foundation models, data sources, software applications, and users. Both the action groups and knowledge base are optional and not required for the agent itself.

Artificial Inteligence 104

Artificial Inteligence Research Knowledge Base Applications 104

AWS Machine Learning - AI

DECEMBER 22, 2023

Solution code and deployment assets can be found in the GitHub repository. Solution architecture The following diagram illustrates the solution architecture. Amazon Lex then invokes an AWS Lambda handler for user intent fulfillment. Agent architecture The following diagram illustrates the agent architecture.

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Generative AI Lambda AWS Technical Review 100

AWS Machine Learning - AI

SEPTEMBER 13, 2024

This could be Amazon Elastic Compute Cloud (Amazon EC2), AWS Lambda , AWS SDK , Amazon SageMaker notebooks, or your workstation if you are doing a quick proof of concept. For the purpose of this post, this code is running on a t3a.micro EC2 instance with Amazon Linux 2023. The following diagram illustrates the solution architecture.

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Generative AI AWS Artificial Inteligence Technical Review 63

AWS Machine Learning - AI

DECEMBER 6, 2023

To create AI assistants that are capable of having discussions grounded in specialized enterprise knowledge, we need to connect these powerful but generic LLMs to internal knowledge bases of documents. In Part 1, we review the RAG design pattern and its limitations on analytical questions.

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Artificial Inteligence Analytics Knowledge Base Lambda 103

Cloud Conformity

MARCH 1, 2019

The framework underpins our entire platform and forms our Knowledge Base to ensure your cloud infrastructure is the most resilient, secure and efficient for your needs. The benefit of using Infrastructure as Code (IaC) is its consistency, speediness and the lower costs for projects to be created and deployed.

AWS 40

AWS Cloud Software Review Infrastructure 40

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. We carefully choose models based on their specific capabilities and the requirements of each summary section.

Generative AI 101

Generative AI AWS Artificial Inteligence Technical Review 101

AWS Machine Learning - AI

NOVEMBER 30, 2023

And at the top layer, we’ve been investing in game-changing applications in key areas like generative AI-based coding. Customers are telling us that Neuron has made it easy for them to switch their existing model training and inference pipelines to Trainium and Inferentia with just a few lines of code.

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Generative AI AWS Artificial Inteligence Software Review 126