AWS Machine Learning - AI

FEBRUARY 19, 2024

Chatbots also offer valuable data-driven insights into customer behavior while scaling effortlessly as the user base grows; therefore, they present a cost-effective solution for engaging customers. Chatbots use the advanced natural language capabilities of large language models (LLMs) to respond to customer questions.

Knowledge Base 99

Knowledge Base Artificial Inteligence Applications Lambda 99

AWS Machine Learning - AI

MAY 14, 2024

Recent advances in artificial intelligence have led to the emergence of generative AI that can produce human-like novel content such as images, text, and audio. These models are pre-trained on massive datasets and, to sometimes fine-tuned with smaller sets of more task specific data.

Generative AI 90

Generative AI Artificial Inteligence AWS Applications 90

AWS Machine Learning - AI

SEPTEMBER 20, 2024

These agents help users complete actions based on organizational data and user input, orchestrating interactions between foundation models (FMs), data sources, software applications, and user conversations. Amazon Bedrock agents use the power of large language models (LLMs) to perform complex reasoning and action generation.

Generative AI 81

Generative AI Lambda Applications AWS 81

AWS Machine Learning - AI

FEBRUARY 8, 2024

Generative AI agents are a versatile and powerful tool for large enterprises. These agents excel at automating a wide range of routine and repetitive tasks, such as data entry, customer support inquiries, and content generation.

Knowledge Base 121

Knowledge Base Insurance Lambda AWS 121

AWS Machine Learning - AI

JULY 2, 2024

In November 2023, we announced Knowledge Bases for Amazon Bedrock as generally available. Knowledge bases allow Amazon Bedrock users to unlock the full potential of Retrieval Augmented Generation (RAG) by seamlessly integrating their company data into the language model’s generation process.

Knowledge Base 103

Knowledge Base Artificial Inteligence Lambda Authentication 103

AWS Machine Learning - AI

SEPTEMBER 12, 2024

In this post, we discuss how generative artificial intelligence (AI) can help health insurance plan members get the information they need. A pre-configured prompt template is used to call the LLM and generate a valid SQL query. This step also checks if no data or too many rows are returned by the query.

Generative AI 105

Generative AI Healthcare Artificial Inteligence Insurance 105

AWS Machine Learning - AI

JULY 30, 2024

Mediasearch Q Business supercharges the way you consume media files by using them as part of the knowledge base used by Amazon Q Business to generate reliable answers to user questions. or “How can I use Generative AI to improve customer experience?” or try your own questions.

Media 84

Media Lambda AWS Video 84

AWS Machine Learning - AI

AUGUST 5, 2024

Finding relevant content usually requires searching through text-based metadata such as timestamps, which need to be manually added to these files. Amazon Bedrock is a fully managed service that makes FMs from leading AI startups and Amazon available through an API. Included with Amazon Bedrock is Knowledge Bases for Amazon Bedrock.

Knowledge Base 86

Knowledge Base Artificial Inteligence Programming Generative AI 86

AWS Machine Learning - AI

AUGUST 26, 2024

At AWS, we are transforming our seller and customer journeys by using generative artificial intelligence (AI) across the sales lifecycle. Prospecting, opportunity progression, and customer engagement present exciting opportunities to utilize generative AI, using historical data, to drive efficiency and effectiveness.

Generative AI 100

Generative AI AWS Artificial Inteligence Technical Review 100

AWS Machine Learning - AI

MARCH 14, 2024

Generative artificial intelligence (generative AI) has enabled new possibilities for building intelligent systems. Recent improvements in Generative AI based large language models (LLMs) have enabled their use in a variety of applications surrounding information retrieval.

Generative AI 101

Generative AI Artificial Inteligence Virtualization UI/UX 101

AWS Machine Learning - AI

SEPTEMBER 13, 2024

In this post, we explore a solution that uses generative artificial intelligence (AI) to generate a SQL query from a user’s question in natural language. We aim to target and simplify them using generative AI with Amazon Bedrock. split("SQLQuery:")[1].strip() split("SQLQuery:")[1].strip()

Generative AI 73

Generative AI AWS Artificial Inteligence Technical Review 73

AWS Machine Learning - AI

JUNE 26, 2024

This post is a follow-up to Generative AI and multi-modal agents in AWS: The key to unlocking new value in financial markets. This blog is part of the series, Generative AI and AI/ML in Capital Markets and Financial Services. AI-powered assistants for investment research So, what are AI-powered assistants?

Artificial Inteligence 102

Artificial Inteligence Research Knowledge Base Applications 102

AWS Machine Learning - AI

DECEMBER 22, 2023

Generative AI agents are capable of producing human-like responses and engaging in natural language conversations by orchestrating a chain of calls to foundation models (FMs) and other augmenting tools based on user input. Amazon Lex then invokes an AWS Lambda handler for user intent fulfillment.

Generative AI 99

Generative AI Lambda AWS Technical Review 99

AWS Machine Learning - AI

APRIL 24, 2024

Conversational artificial intelligence (AI) assistants are engineered to provide precise, real-time responses through intelligent routing of queries to the most suitable AI functions. Additionally, you can access device historical data or device metrics.

Artificial Inteligence 109

Artificial Inteligence Lambda Knowledge Base IoT 109

AWS Machine Learning - AI

MAY 7, 2024

A more efficient way to manage meeting summaries is to create them automatically at the end of a call through the use of generative artificial intelligence (AI) and speech-to-text technologies. The Hugging Face containers host a large language model (LLM) from the Hugging Face Hub.

Artificial Inteligence 105

Artificial Inteligence Meeting Generative AI AWS 105

AWS Machine Learning - AI

JULY 11, 2024

In this blog post, we explore how Agents for Amazon Bedrock can be used to generate customized, organization standards-compliant IaC scripts directly from uploaded architecture diagrams. Diagram analysis and query generation : The Amazon Bedrock agent forwards the architecture diagram location to an action group that invokes an AWS Lambda.

Software Review 110

Software Review Infrastructure Lambda Generative AI 110

AWS Machine Learning - AI

DECEMBER 6, 2023

Conversational AI has come a long way in recent years thanks to the rapid developments in generative AI, especially the performance improvements of large language models (LLMs) introduced by training techniques such as instruction fine-tuning and reinforcement learning from human feedback.

Artificial Inteligence 102

Artificial Inteligence Analytics Knowledge Base Lambda 102

AWS Machine Learning - AI

APRIL 18, 2024

Generative artificial intelligence (AI) with Amazon Bedrock directly addresses these challenges. Amazon Bedrock empowers teams to generate Terraform and CloudFormation scripts that are custom fitted to organizational needs while seamlessly integrating compliance and security best practices.

AWS 104

AWS Lambda Applications Knowledge Base 104

AWS Machine Learning - AI

DECEMBER 22, 2023

We start off with a baseline foundation model from SageMaker JumpStart and evaluate it with TruLens , an open source library for evaluating and tracking large language model (LLM) apps. In development, you can use open source TruLens to quickly evaluate, debug, and iterate on your LLM apps in your environment.

Artificial Inteligence 94

Artificial Inteligence Training Metrics Off-The-Shelf 94

AWS Machine Learning - AI

NOVEMBER 30, 2023

We believe generative AI has the potential over time to transform virtually every customer experience we know. Innovative startups like Perplexity AI are going all in on AWS for generative AI. And at the top layer, we’ve been investing in game-changing applications in key areas like generative AI-based coding.

Generative AI 127

Generative AI AWS Artificial Inteligence Software Review 127