AWS Machine Learning - AI

SEPTEMBER 12, 2024

They perform well at natural language understanding tasks such as summarization, text generation, and question answering on a broad variety of topics. Llama 3 uses a decoder-only transformer architecture and new tokenizer that provides improved model performance with 128K size.

Artificial Inteligence 105

Artificial Inteligence Applications Generative AI AWS 105

AWS Machine Learning - AI

APRIL 8, 2024

RAG allows models to tap into vast knowledge bases and deliver human-like dialogue for applications like chatbots and enterprise search assistants. Download press releases to use as our external knowledge base. Query the knowledge base. Deploy an embedding model from the Amazon SageMaker JumpStart hub.

Artificial Inteligence 100

Artificial Inteligence Applications Knowledge Base AWS 100

AWS Machine Learning - AI

APRIL 18, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon with a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

AWS 104

AWS Lambda Applications Generative AI 104

AWS Machine Learning - AI

JULY 11, 2024

Figure 1 : High level overview of creating Infrastructure as Code from architecture diagram Initial Input through the Amazon Bedrock chat console : The user begins by entering the name of their Amazon Simple Storage Service (Amazon S3) bucket and the object (key) name where the architecture diagram is stored into the Amazon Bedrock chat console.

Software Review 110

Software Review Infrastructure Lambda Generative AI 110

AWS Machine Learning - AI

MAY 14, 2024

Using evaluations and critiques of its outputs, a generative model can continue to refine and improve its performance. The entire conversation in this use case, starting with generative AI and then bringing in human agents who take over, is logged so that the interaction can be used as part of the knowledge base.

Generative AI 90

Generative AI Artificial Inteligence AWS Applications 90

AWS Machine Learning - AI

APRIL 24, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon using a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Artificial Inteligence 109

Artificial Inteligence Lambda Knowledge Base Generative AI 109

AWS Machine Learning - AI

JUNE 26, 2024

To add to these challenges, they must think critically under time pressure and perform their tasks quickly to keep up with the pace of the market. Both the action groups and knowledge base are optional and not required for the agent itself.

Artificial Inteligence 102

Artificial Inteligence Research Knowledge Base Applications 102

AWS Machine Learning - AI

DECEMBER 22, 2023

Diagram 1: Solution Architecture Overview The agent’s response workflow includes the following steps: Users perform natural language dialog with the agent through their choice of web, SMS, or voice channels. Amazon Lex then invokes an AWS Lambda handler for user intent fulfillment. ConversationTable – Stores conversation history.

Generative AI 99

Generative AI Lambda AWS Technical Review 99

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.

Generative AI 100

Generative AI AWS Artificial Inteligence Technical Review 100

AWS Machine Learning - AI

MAY 7, 2024

For a generative AI powered Live Meeting Assistant that creates post call summaries, but also provides live transcripts, translations, and contextual assistance based on your own company knowledge base, see our new LMA solution. Transcripts are then stored in the project’s S3 bucket under /transcriptions/TranscribeOutput/.

Artificial Inteligence 105

Artificial Inteligence Meeting Generative AI AWS 105

AWS Machine Learning - AI

SEPTEMBER 13, 2024

The solution uses the following AWS services: Amazon Athena Amazon Bedrock AWS Billing and Cost Management for cost and usage reports Amazon Simple Storage Service (Amazon S3) The compute service of your choice on AWS to call Amazon Bedrock APIs. Clean up Unless you invoke Amazon Bedrock with this solution, you won’t incur charges for it.

Generative AI 73

Generative AI AWS Artificial Inteligence Technical Review 73

AWS Machine Learning - AI

SEPTEMBER 12, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a unified API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 82

Generative AI Healthcare Artificial Inteligence Insurance 82

AWS Machine Learning - AI

DECEMBER 22, 2023

These foundation models perform well with generative tasks, from crafting text and summaries, answering questions, to producing images and videos. The reliability of the Amazon Bedrock infrastructure is particularly valuable for use in performing evaluations across development and production. on(Select.Record.calls[0].args.args[0]).on_output()

Artificial Inteligence 94

Artificial Inteligence Training Metrics Off-The-Shelf 94

AWS Machine Learning - AI

NOVEMBER 30, 2023

Several years ago, we realized that to keep pushing the envelope on price performance we would need to innovate all the way down to the silicon, and we began investing in our own chips. Databricks is getting up to 40% better price-performance with Trainium-based instances to train large-scale deep learning models.

Generative AI 127

Generative AI AWS Artificial Inteligence Software Review 127