AWS Machine Learning Blog

MARCH 20, 2025

The benefits of using Amazon Bedrock Data Automation Amazon Bedrock Data Automation provides a single, unified API that automates the processing of unstructured multi-modal content, minimizing the complexity of orchestrating multiple models, fine-tuning prompts, and stitching outputs together.

Automation 106

Automation IDP Generative AI Prompt Engineer 106

AWS Machine Learning Blog

MAY 21, 2024

The solution uses Amazon Bedrock , a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, providing a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Natural Language Processing 121

Natural Language Processing ML Metadata NLP 121

AWS Machine Learning Blog

JANUARY 7, 2025

Amazon Bedrock Agents can be used to configure specialized agents that run actions seamlessly based on user input and your organizations data. These managed agents play conductor, orchestrating interactions between FMs, API integrations, user conversations, and knowledge bases loaded with your data.

Responsible AI 103

Responsible AI Chatbots Generative AI Explainability 103

AWS Machine Learning Blog

JANUARY 15, 2025

Additionally, we discuss the design from security and responsible AI perspectives, demonstrating how you can apply this solution to a wider range of industry scenarios. Vector embedding and data cataloging To support natural language query similarity matching, the respective data is vectorized and stored as vector embeddings.

LLM 85

LLM Metadata Generative AI Large Language Models 85